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

Dataset card Data Studio Files Community
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int64
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int64
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__index_level_0__
int64
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LOAD_CONST "The Key class, and associated utilities.\n\nA Key encapsulates the following pieces of information, which together\nuniquely designate a (possible) entity in the App Engine datastore:\n\n- an application id (a string)\n- a namespace (a string)\n- a list of one or more (kind, id) pairs where kind is a string and id\n is either a string or an integer.\n\nThe application id must always be part of the key, but since most\napplications can only access their own entities, it defaults to the\ncurrent application id and you rarely need to worry about it. It must\nnot be empty.\n\nThe namespace designates a top-level partition of the key space for a\nparticular application. If you've never heard of namespaces, you can\nsafely ignore this feature.\n\nMost of the action is in the (kind, id) pairs. A key must have at\nleast one (kind, id) pair. The last (kind, id) pair gives the kind\nand the id of the entity that the key refers to, the others merely\nspecify a 'parent key'.\n\nThe kind is a string giving the name of the model class used to\nrepresent the entity. (In more traditional databases this would be\nthe table name.) A model class is a Python class derived from\nndb.Model; see the documentation for ndb/model.py. Only the class\nname itself is used as the kind. This means all your model classes\nmust be uniquely named within one application. You can override this\non a per-class basis.\n\nThe id is either a string or an integer. When the id is a string, the\napplication is in control of how it assigns ids: For example, if you\ncould use an email address as the id for Account entities.\n\nTo use integer ids, you must let the datastore choose a unique id for\nan entity when it is first inserted into the datastore. You can set\nthe id to None to represent the key for an entity that hasn't yet been\ninserted into the datastore. The final key (including the assigned\nid) will be returned after the entity is successfully inserted into\nthe datastore.\n\nA key for which the id of the last (kind, id) pair is set to None is\ncalled an incomplete key. Such keys can only be used to insert\nentities into the datastore.\n\nA key with exactly one (kind, id) pair is called a top level key or a\nroot key. Top level keys are also used as entity groups, which play a\nrole in transaction management.\n\nIf there is more than one (kind, id) pair, all but the last pair\nrepresent the 'ancestor path', also known as the key of the 'parent\nentity'.\n\nOther constraints:\n\n- Kinds and string ids must not be empty and must be at most 500 bytes\n long (after UTF-8 encoding, if given as Python unicode objects).\n NOTE: This is defined as a module level constant _MAX_KEYPART_BYTES.\n\n- Integer ids must be at least 1 and less than 2**63.\n\nFor more info about namespaces, see\nhttp://code.google.com/appengine/docs/python/multitenancy/overview.html.\nThe namespace defaults to the 'default namespace' selected by the\nnamespace manager. To explicitly select the empty namespace pass\nnamespace=''.\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME base64 STORE_NAME base64 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('cmp_compat',) IMPORT_NAME google.appengine.api IMPORT_FROM cmp_compat STORE_NAME cmp_compat POP_TOP LOAD_CONST 0 LOAD_CONST ('datastore_errors',) IMPORT_NAME google.appengine.api IMPORT_FROM datastore_errors STORE_NAME datastore_errors POP_TOP LOAD_CONST 0 LOAD_CONST ('datastore_types',) IMPORT_NAME google.appengine.api IMPORT_FROM datastore_types STORE_NAME datastore_types POP_TOP LOAD_CONST 0 LOAD_CONST ('full_app_id',) IMPORT_NAME google.appengine.api IMPORT_FROM full_app_id STORE_NAME full_app_id POP_TOP LOAD_CONST 0 LOAD_CONST ('namespace_manager',) IMPORT_NAME google.appengine.api IMPORT_FROM namespace_manager STORE_NAME namespace_manager POP_TOP LOAD_CONST 0 LOAD_CONST ('utils',) IMPORT_NAME google.appengine.ext.ndb IMPORT_FROM utils STORE_NAME utils POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('range',) IMPORT_NAME six.moves IMPORT_FROM range STORE_NAME range POP_TOP LOAD_CONST 0 LOAD_CONST ('entity_bytes_pb2',) IMPORT_NAME google.appengine.datastore IMPORT_FROM entity_bytes_pb2 STORE_NAME entity_pb2 POP_TOP LOAD_CONST 'Key' BUILD_LIST STORE_NAME __all__ LOAD_CONST 9223372036854775808 STORE_NAME _MAX_LONG LOAD_CONST 500 STORE_NAME _MAX_KEYPART_BYTES LOAD_NAME cmp_compat LOAD_ATTR total_ordering_from_cmp LOAD_BUILD_CLASS LOAD_CONST <code object Key at 0x7f8aefeafdb0, file "f.py", line 91> LOAD_CONST 'Key' MAKE_FUNCTION LOAD_CONST 'Key' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME Key LOAD_NAME utils LOAD_METHOD positional LOAD_CONST 1 CALL_METHOD LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_CONST <code object _ConstructReference at 0x7f8aefeafae0, file "f.py", line 656> LOAD_CONST '_ConstructReference' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _ConstructReference LOAD_CONST (None, None, None) LOAD_CONST <code object _ReferenceFromPairs at 0x7f8aefeaf1e0, file "f.py", line 752> LOAD_CONST '_ReferenceFromPairs' MAKE_FUNCTION STORE_NAME _ReferenceFromPairs LOAD_CONST <code object _ReferenceFromReference at 0x7f8aefeaf030, file "f.py", line 861> LOAD_CONST '_ReferenceFromReference' MAKE_FUNCTION STORE_NAME _ReferenceFromReference LOAD_CONST <code object _ReferenceFromSerialized at 0x7f8aefeafd20, file "f.py", line 868> LOAD_CONST '_ReferenceFromSerialized' MAKE_FUNCTION STORE_NAME _ReferenceFromSerialized LOAD_CONST <code object _DecodeUrlSafe at 0x7f8aefeaf150, file "f.py", line 877> LOAD_CONST '_DecodeUrlSafe' MAKE_FUNCTION STORE_NAME _DecodeUrlSafe LOAD_CONST <code object _DefaultAppId at 0x7f8aefeaf660, file "f.py", line 893> LOAD_CONST '_DefaultAppId' MAKE_FUNCTION STORE_NAME _DefaultAppId LOAD_CONST <code object _ConvertPairsForComparison at 0x7f8aefeaf810, file "f.py", line 901> LOAD_CONST '_ConvertPairsForComparison' MAKE_FUNCTION STORE_NAME _ConvertPairsForComparison LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Key' STORE_NAME __qualname__ LOAD_CONST "An immutable datastore key.\n\n For flexibility and convenience, multiple constructor signatures are\n supported.\n\n The primary way to construct a key is using positional arguments:\n - Key(kind1, id1, kind2, id2, ...).\n\n This is shorthand for either of the following two longer forms:\n - Key(pairs=[(kind1, id1), (kind2, id2), ...])\n - Key(flat=[kind1, id1, kind2, id2, ...])\n\n Either of the above constructor forms can additionally pass in another\n key using parent=<key>. The (kind, id) pairs of the parent key are\n inserted before the (kind, id) pairs passed explicitly.\n\n You can also construct a Key from a 'url-safe' encoded string:\n - Key(urlsafe=<string>)\n\n For esoteric purposes the following constructors exist:\n - Key(reference=<reference>) -- passing in a low-level Reference object\n - Key(serialized=<string>) -- passing in a serialized low-level Reference\n - Key(<dict>) -- for unpickling, the same as Key(**<dict>)\n\n The 'url-safe' string is really a websafe-base64-encoded serialized\n Reference, but it's best to think of it as just an opaque unique\n string.\n\n Additional constructor keyword arguments:\n - app=<string> -- specify the application id\n - namespace=<string> -- specify the namespace\n\n If a Reference is passed (using one of reference, serialized or\n urlsafe), the args and namespace keywords must match what is already\n present in the Reference (after decoding if necessary). The parent\n keyword cannot be combined with a Reference in any form.\n\n\n Keys are immutable, which means that a Key object cannot be modified\n once it has been created. This is enforced by the implementation as\n well as Python allows.\n\n For access to the contents of a key, the following methods and\n operations are supported:\n\n - repr(key), str(key) -- return a string representation resembling\n the shortest constructor form, omitting the app and namespace\n unless they differ from the default value.\n\n - key1 == key2, key1 != key2 -- comparison for equality between Keys.\n\n - hash(key) -- a hash value sufficient for storing Keys in a dict.\n\n - key.pairs() -- a tuple of (kind, id) pairs.\n\n - key.flat() -- a tuple of flattened kind and id values, i.e.\n (kind1, id1, kind2, id2, ...).\n\n - key.app() -- the application id.\n\n - key.id() -- the string or integer id in the last (kind, id) pair,\n or None if the key is incomplete.\n\n - key.string_id() -- the string id in the last (kind, id) pair,\n or None if the key has an integer id or is incomplete.\n\n - key.integer_id() -- the integer id in the last (kind, id) pair,\n or None if the key has a string id or is incomplete.\n\n - key.namespace() -- the namespace.\n\n - key.kind() -- a shortcut for key.pairs()[-1][0].\n\n - key.parent() -- a Key constructed from all but the last (kind, id)\n pairs.\n\n - key.urlsafe() -- a websafe-base64-encoded serialized Reference.\n\n - key.serialized() -- a serialized Reference.\n\n - key.reference() -- a Reference object. The caller promises not to\n mutate it.\n\n Keys also support interaction with the datastore; these methods are\n the only ones that engage in any kind of I/O activity. For Future\n objects, see the document for ndb/tasklets.py.\n\n - key.get() -- return the entity for the Key.\n\n - key.get_async() -- return a Future whose eventual result is\n the entity for the Key.\n\n - key.delete() -- delete the entity for the Key.\n\n - key.delete_async() -- asynchronously delete the entity for the Key.\n\n Keys may be pickled.\n\n Subclassing Key is best avoided; it would be hard to get right.\n " STORE_NAME __doc__ LOAD_CONST '__reference' LOAD_CONST '__pairs' LOAD_CONST '__app' LOAD_CONST '__namespace' BUILD_LIST STORE_NAME __slots__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __new__ at 0x7f8ece8a8c90, file "f.py", line 196> LOAD_CONST 'Key.__new__' MAKE_FUNCTION STORE_NAME __new__ LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object _parse_from_args at 0x7f8ece8a8300, file "f.py", line 236> LOAD_CONST 'Key._parse_from_args' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _parse_from_args LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_CONST <code object _parse_from_ref at 0x7f8ece8a8b70, file "f.py", line 310> LOAD_CONST 'Key._parse_from_ref' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _parse_from_ref LOAD_CONST <code object _bytes2str at 0x7f8ece8a8780, file "f.py", line 384> LOAD_CONST 'Key._bytes2str' MAKE_FUNCTION STORE_NAME _bytes2str LOAD_CONST <code object __repr__ at 0x7f8ece8a8270, file "f.py", line 389> LOAD_CONST 'Key.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_NAME __repr__ STORE_NAME __str__ LOAD_CONST <code object __hash__ at 0x7f8e447b29c0, file "f.py", line 412> LOAD_CONST 'Key.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_CONST <code object __eq__ at 0x7f8e447b2c90, file "f.py", line 417> LOAD_CONST 'Key.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7f8e447b2540, file "f.py", line 428> LOAD_CONST 'Key.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST <code object __cmp__ at 0x7f8e447b25d0, file "f.py", line 434> LOAD_CONST 'Key.__cmp__' MAKE_FUNCTION STORE_NAME __cmp__ LOAD_CONST <code object __getstate__ at 0x7f8aefa24e40, file "f.py", line 451> LOAD_CONST 'Key.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_CONST <code object __setstate__ at 0x7f8aefa249c0, file "f.py", line 458> LOAD_CONST 'Key.__setstate__' MAKE_FUNCTION STORE_NAME __setstate__ LOAD_CONST <code object __getnewargs__ at 0x7f8aefa24f60, file "f.py", line 478> LOAD_CONST 'Key.__getnewargs__' MAKE_FUNCTION STORE_NAME __getnewargs__ LOAD_CONST <code object parent at 0x7f8aefa24780, file "f.py", line 484> LOAD_CONST 'Key.parent' MAKE_FUNCTION STORE_NAME parent LOAD_CONST <code object root at 0x7f8aefa246f0, file "f.py", line 494> LOAD_CONST 'Key.root' MAKE_FUNCTION STORE_NAME root LOAD_CONST <code object namespace at 0x7f8aefa24c00, file "f.py", line 501> LOAD_CONST 'Key.namespace' MAKE_FUNCTION STORE_NAME namespace LOAD_CONST <code object app at 0x7f8aefa248a0, file "f.py", line 505> LOAD_CONST 'Key.app' MAKE_FUNCTION STORE_NAME app LOAD_CONST <code object id at 0x7f8aefa24d20, file "f.py", line 509> LOAD_CONST 'Key.id' MAKE_FUNCTION STORE_NAME id LOAD_CONST <code object string_id at 0x7f8aefa24b70, file "f.py", line 517> LOAD_CONST 'Key.string_id' MAKE_FUNCTION STORE_NAME string_id LOAD_CONST <code object integer_id at 0x7f8aefa24150, file "f.py", line 528> LOAD_CONST 'Key.integer_id' MAKE_FUNCTION STORE_NAME integer_id LOAD_CONST <code object pairs at 0x7f8aefa24810, file "f.py", line 539> LOAD_CONST 'Key.pairs' MAKE_FUNCTION STORE_NAME pairs LOAD_CONST <code object flat at 0x7f8aefa244b0, file "f.py", line 545> LOAD_CONST 'Key.flat' MAKE_FUNCTION STORE_NAME flat LOAD_CONST <code object kind at 0x7f8aefa24ae0, file "f.py", line 553> LOAD_CONST 'Key.kind' MAKE_FUNCTION STORE_NAME kind LOAD_CONST <code object reference at 0x7f8aefa24a50, file "f.py", line 560> LOAD_CONST 'Key.reference' MAKE_FUNCTION STORE_NAME reference LOAD_CONST <code object serialized at 0x7f8aefa24c90, file "f.py", line 577> LOAD_CONST 'Key.serialized' MAKE_FUNCTION STORE_NAME serialized LOAD_CONST <code object urlsafe at 0x7f8aefa24390, file "f.py", line 581> LOAD_CONST 'Key.urlsafe' MAKE_FUNCTION STORE_NAME urlsafe LOAD_CONST <code object get at 0x7f8aefa24300, file "f.py", line 592> LOAD_CONST 'Key.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST <code object get_async at 0x7f8aefa24ed0, file "f.py", line 599> LOAD_CONST 'Key.get_async' MAKE_FUNCTION STORE_NAME get_async LOAD_CONST <code object delete at 0x7f8aefa24270, file "f.py", line 618> LOAD_CONST 'Key.delete' MAKE_FUNCTION STORE_NAME delete LOAD_CONST <code object delete_async at 0x7f8aefa24db0, file "f.py", line 625> LOAD_CONST 'Key.delete_async' MAKE_FUNCTION STORE_NAME delete_async LOAD_NAME classmethod LOAD_CONST <code object from_old_key at 0x7f8aefa24660, file "f.py", line 648> LOAD_CONST 'Key.from_old_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_old_key LOAD_CONST <code object to_old_key at 0x7f8aefeaf9c0, file "f.py", line 652> LOAD_CONST 'Key.to_old_key' MAKE_FUNCTION STORE_NAME to_old_key LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST _args POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST _args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST _args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST kwargs POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Key() takes no keyword arguments when a dict is the the first and only non-keyword argument (for unpickling).' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST kwargs JUMP_FORWARD to 76 LOAD_CONST 'flat' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Key() with positional arguments cannot accept flat as a keyword argument.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _args LOAD_FAST kwargs LOAD_CONST 'flat' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'NDB_PY2_UNPICKLE_COMPAT' LOAD_CONST '0' CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST <code object <dictcomp> at 0x7f8e44ccfc00, file "f.py", line 216> LOAD_CONST 'Key.__new__.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST kwargs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST kwargs LOAD_GLOBAL super LOAD_GLOBAL Key LOAD_FAST cls CALL_FUNCTION LOAD_METHOD __new__ LOAD_FAST cls CALL_METHOD STORE_FAST self LOAD_CONST 'reference' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'serialized' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'urlsafe' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _parse_from_ref LOAD_FAST cls BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _Key__reference LOAD_FAST self STORE_ATTR _Key__pairs LOAD_FAST self STORE_ATTR _Key__app LOAD_FAST self STORE_ATTR _Key__namespace JUMP_FORWARD to 240 LOAD_CONST 'pairs' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'flat' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST self STORE_ATTR _Key__reference LOAD_FAST self LOAD_ATTR _parse_from_args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _Key__pairs LOAD_FAST self STORE_ATTR _Key__app LOAD_FAST self STORE_ATTR _Key__namespace JUMP_FORWARD to 240 LOAD_GLOBAL TypeError LOAD_CONST 'Key() cannot create a Key instance without arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_GLOBAL six LOAD_METHOD ensure_str LOAD_FAST k CALL_METHOD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF flat POP_JUMP_IF_FALSE LOAD_FAST pairs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Key() cannot accept both flat and pairs arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL len LOAD_DEREF flat CALL_FUNCTION LOAD_CONST 2 BINARY_MODULO POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Key() must have an even number of positional arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE flat BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8ece8a8c00, file "f.py", line 245> LOAD_CONST 'Key._parse_from_args.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_DEREF flat CALL_FUNCTION LOAD_CONST 2 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST pairs JUMP_FORWARD to 80 LOAD_GLOBAL list LOAD_FAST pairs CALL_FUNCTION STORE_FAST pairs LOAD_FAST pairs POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key must consist of at least one pair.' CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 298 LOAD_GLOBAL enumerate LOAD_FAST pairs CALL_FUNCTION GET_ITER FOR_ITER to 296 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST kind STORE_FAST id LOAD_GLOBAL isinstance LOAD_FAST id LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST id CALL_METHOD STORE_FAST id JUMP_FORWARD to 206 LOAD_FAST id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_GLOBAL len LOAD_FAST pairs CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL datastore_errors LOAD_METHOD BadArgumentError LOAD_CONST 'Incomplete Key entry must be last' CALL_METHOD RAISE_VARARGS JUMP_FORWARD to 206 LOAD_GLOBAL isinstance LOAD_FAST id LOAD_GLOBAL six LOAD_ATTR integer_types LOAD_GLOBAL six LOAD_ATTR binary_type BUILD_TUPLE BINARY_ADD CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key id must be a string or a number; received %r' LOAD_FAST id BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST kind LOAD_GLOBAL type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST kind LOAD_METHOD _get_kind CALL_METHOD STORE_FAST kind LOAD_GLOBAL isinstance LOAD_FAST kind LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST kind CALL_METHOD STORE_FAST kind LOAD_GLOBAL isinstance LOAD_FAST kind LOAD_GLOBAL six LOAD_ATTR binary_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key kind must be a string or Model class; received %r' LOAD_FAST kind BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST id EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST None STORE_FAST id LOAD_FAST kind LOAD_FAST id BUILD_TUPLE LOAD_FAST pairs LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST parent LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST parent LOAD_GLOBAL Key CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL datastore_errors LOAD_METHOD BadValueError LOAD_CONST 'Expected Key instance, got %r' LOAD_FAST parent BINARY_MODULO CALL_METHOD RAISE_VARARGS LOAD_FAST parent LOAD_METHOD id CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL datastore_errors LOAD_METHOD BadArgumentError LOAD_CONST 'Parent cannot have incomplete key' CALL_METHOD RAISE_VARARGS LOAD_FAST parent LOAD_ATTR _Key__pairs LOAD_FAST pairs LOAD_CONST None LOAD_CONST 0 BUILD_SLICE STORE_SUBSCR LOAD_FAST app EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST app LOAD_FAST parent LOAD_METHOD app CALL_METHOD COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify a different app %r than the parent app %r' LOAD_FAST app LOAD_FAST parent LOAD_METHOD app CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 416 LOAD_FAST parent LOAD_ATTR _Key__app STORE_FAST app LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST namespace LOAD_FAST parent LOAD_METHOD namespace CALL_METHOD COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify a different namespace %r than the parent namespace %r' LOAD_FAST namespace LOAD_FAST parent LOAD_METHOD namespace CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 468 LOAD_FAST parent LOAD_ATTR _Key__namespace STORE_FAST namespace LOAD_FAST app EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _DefaultAppId CALL_FUNCTION STORE_FAST app LOAD_FAST namespace LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL namespace_manager LOAD_METHOD get_namespace CALL_METHOD STORE_FAST namespace LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST app CALL_METHOD STORE_FAST app LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST namespace CALL_METHOD STORE_FAST namespace LOAD_GLOBAL tuple LOAD_FAST pairs CALL_FUNCTION LOAD_FAST app LOAD_FAST namespace BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST i LOAD_DEREF flat LOAD_FAST i BINARY_SUBSCR LOAD_DEREF flat LOAD_FAST i LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL Key COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Cannot construct Key reference on non-Key class; received %r' LOAD_FAST cls BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL bool LOAD_FAST pairs CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST flat CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST reference CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST serialized CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST urlsafe CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST parent CALL_FUNCTION BINARY_ADD LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Cannot construct Key reference from incompatible keyword arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST urlsafe POP_JUMP_IF_FALSE LOAD_GLOBAL _DecodeUrlSafe LOAD_FAST urlsafe CALL_FUNCTION STORE_FAST serialized LOAD_FAST serialized POP_JUMP_IF_FALSE LOAD_GLOBAL _ReferenceFromSerialized LOAD_FAST serialized CALL_FUNCTION STORE_FAST reference LOAD_FAST reference POP_JUMP_IF_FALSE LOAD_GLOBAL _ReferenceFromReference LOAD_FAST reference CALL_FUNCTION STORE_FAST reference BUILD_LIST STORE_FAST pairs LOAD_CONST None STORE_FAST elem LOAD_FAST reference LOAD_ATTR path STORE_FAST path SETUP_LOOP to 214 LOAD_FAST path LOAD_ATTR element GET_ITER FOR_ITER to 212 STORE_FAST elem LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST elem LOAD_ATTR type CALL_METHOD STORE_FAST kind LOAD_FAST elem LOAD_METHOD HasField LOAD_CONST 'id' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST elem LOAD_ATTR id STORE_FAST id_or_name JUMP_FORWARD to 184 LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST elem LOAD_ATTR name CALL_METHOD STORE_FAST id_or_name LOAD_FAST id_or_name POP_JUMP_IF_TRUE LOAD_CONST None STORE_FAST id_or_name LOAD_FAST kind LOAD_FAST id_or_name BUILD_TUPLE STORE_FAST tup LOAD_FAST pairs LOAD_METHOD append LOAD_FAST tup CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST elem LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference has no path or elements (%r, %r, %r).' LOAD_FAST urlsafe LOAD_FAST serialized LOAD_GLOBAL str LOAD_FAST reference CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST reference LOAD_ATTR app STORE_FAST ref_app LOAD_FAST app LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST app LOAD_FAST ref_app COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference constructed uses a different app %r than the one specified %r' LOAD_FAST ref_app LOAD_FAST app BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST reference LOAD_ATTR name_space STORE_FAST ref_namespace LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST namespace LOAD_FAST ref_namespace COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference constructed uses a different namespace %r than the one specified %r' LOAD_FAST ref_namespace LOAD_FAST namespace BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST ref_app CALL_METHOD STORE_FAST ref_app LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST ref_namespace CALL_METHOD STORE_FAST ref_namespace LOAD_FAST reference LOAD_GLOBAL tuple LOAD_FAST pairs CALL_FUNCTION LOAD_FAST ref_app LOAD_FAST ref_namespace BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST val LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_str LOAD_FAST val CALL_METHOD STORE_FAST val LOAD_FAST val RETURN_VALUE BUILD_LIST STORE_FAST args SETUP_LOOP to 80 LOAD_FAST self LOAD_METHOD flat CALL_METHOD GET_ITER FOR_ITER to 78 STORE_FAST item LOAD_FAST item POP_JUMP_IF_TRUE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'None' CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_GLOBAL repr LOAD_FAST item CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST args LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST item CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD app CALL_METHOD LOAD_GLOBAL _DefaultAppId CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'app=%r' LOAD_FAST self LOAD_METHOD app CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD namespace CALL_METHOD LOAD_GLOBAL namespace_manager LOAD_METHOD get_namespace CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'namespace=%r' LOAD_FAST self LOAD_METHOD namespace CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST 'Key(%s)' LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST args CALL_METHOD BINARY_MODULO RETURN_VALUE LOAD_GLOBAL hash LOAD_GLOBAL tuple LOAD_FAST self LOAD_METHOD pairs CALL_METHOD CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL Key CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_FAST other LOAD_ATTR _Key__pairs COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST other LOAD_ATTR _Key__app COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_FAST other LOAD_ATTR _Key__namespace COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL Key CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_FAST self LOAD_METHOD __eq__ LOAD_FAST other CALL_METHOD UNARY_NOT RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL Key CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_GLOBAL _ConvertPairsForComparison LOAD_FAST self LOAD_ATTR _Key__pairs CALL_FUNCTION BUILD_TUPLE STORE_FAST tuple_1 LOAD_FAST other LOAD_ATTR _Key__app LOAD_FAST other LOAD_ATTR _Key__namespace LOAD_GLOBAL _ConvertPairsForComparison LOAD_FAST other LOAD_ATTR _Key__pairs CALL_FUNCTION BUILD_TUPLE STORE_FAST tuple_2 LOAD_GLOBAL cmp_compat LOAD_METHOD cmp LOAD_FAST tuple_1 LOAD_FAST tuple_2 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_CONST ('pairs', 'app', 'namespace') BUILD_CONST_KEY_MAP BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST state CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Invalid state length, expected 1; received %i' LOAD_GLOBAL len LOAD_FAST state CALL_FUNCTION BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST state LOAD_CONST 0 BINARY_SUBSCR STORE_FAST kwargs LOAD_GLOBAL isinstance LOAD_FAST kwargs LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key accepts a dict of keyword arguments as state; received %r' LOAD_FAST kwargs BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST <code object <dictcomp> at 0x7f8aefa245d0, file "f.py", line 470> LOAD_CONST 'Key.__setstate__.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST kwargs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST kwargs LOAD_CONST None LOAD_FAST self STORE_ATTR _Key__reference LOAD_FAST self LOAD_ATTR _parse_from_args LOAD_GLOBAL tuple LOAD_FAST kwargs LOAD_CONST 'pairs' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST kwargs LOAD_CONST 'app' BINARY_SUBSCR LOAD_FAST kwargs LOAD_CONST 'namespace' BINARY_SUBSCR LOAD_CONST ('pairs', 'app', 'namespace') CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _Key__pairs LOAD_FAST self STORE_ATTR _Key__app LOAD_FAST self STORE_ATTR _Key__namespace LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_GLOBAL six LOAD_METHOD ensure_text LOAD_FAST k CALL_METHOD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_CONST ('pairs', 'app', 'namespace') BUILD_CONST_KEY_MAP BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__pairs STORE_FAST pairs LOAD_GLOBAL len LOAD_FAST pairs CALL_FUNCTION LOAD_CONST 1 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Key LOAD_FAST pairs LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_CONST ('pairs', 'app', 'namespace') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__pairs STORE_FAST pairs LOAD_GLOBAL len LOAD_FAST pairs CALL_FUNCTION LOAD_CONST 1 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST self RETURN_VALUE LOAD_GLOBAL Key LOAD_FAST pairs LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_CONST ('pairs', 'app', 'namespace') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _bytes2str LOAD_FAST self LOAD_ATTR _Key__namespace CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _bytes2str LOAD_FAST self LOAD_ATTR _Key__app CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _bytes2str LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD id CALL_METHOD STORE_FAST id LOAD_GLOBAL isinstance LOAD_FAST id LOAD_GLOBAL str LOAD_GLOBAL bytes BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None STORE_FAST id LOAD_FAST id RETURN_VALUE LOAD_FAST self LOAD_METHOD id CALL_METHOD STORE_FAST id LOAD_GLOBAL isinstance LOAD_FAST id LOAD_GLOBAL six LOAD_ATTR integer_types CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None STORE_FAST id LOAD_FAST id RETURN_VALUE LOAD_GLOBAL tuple LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8aefa241e0, file "f.py", line 542> LOAD_CONST 'Key.pairs.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _Key__pairs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 38 STORE_FAST p LOAD_DEREF self LOAD_METHOD _bytes2str LOAD_FAST p LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_DEREF self LOAD_METHOD _bytes2str LOAD_FAST p LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST flat SETUP_LOOP to 46 LOAD_FAST self LOAD_METHOD pairs CALL_METHOD GET_ITER FOR_ITER to 44 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST ID LOAD_FAST flat LOAD_METHOD append LOAD_FAST kind CALL_METHOD POP_TOP LOAD_FAST flat LOAD_METHOD append LOAD_FAST ID CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL tuple LOAD_FAST flat CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _bytes2str LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _Key__reference LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _ConstructReference LOAD_FAST self LOAD_ATTR __class__ LOAD_FAST self LOAD_ATTR _Key__pairs LOAD_FAST self LOAD_ATTR _Key__app LOAD_FAST self LOAD_ATTR _Key__namespace LOAD_CONST ('pairs', 'app', 'namespace') CALL_FUNCTION LOAD_FAST self STORE_ATTR _Key__reference LOAD_FAST self LOAD_ATTR _Key__reference RETURN_VALUE LOAD_FAST self LOAD_METHOD reference CALL_METHOD LOAD_METHOD SerializeToString CALL_METHOD RETURN_VALUE LOAD_GLOBAL base64 LOAD_METHOD b64encode LOAD_FAST self LOAD_METHOD reference CALL_METHOD LOAD_METHOD SerializeToString CALL_METHOD CALL_METHOD STORE_FAST urlsafe LOAD_FAST urlsafe LOAD_METHOD rstrip LOAD_CONST b'=' CALL_METHOD LOAD_METHOD replace LOAD_CONST b'+' LOAD_CONST b'-' CALL_METHOD LOAD_METHOD replace LOAD_CONST b'/' LOAD_CONST b'_' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR get_async BUILD_TUPLE LOAD_FAST ctx_options CALL_FUNCTION LOAD_METHOD get_result CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('model', 'tasklets') IMPORT_NAME google.appengine.ext.ndb IMPORT_FROM model STORE_FAST model IMPORT_FROM tasklets STORE_FAST tasklets POP_TOP LOAD_FAST tasklets LOAD_METHOD get_context CALL_METHOD STORE_FAST ctx LOAD_FAST model LOAD_ATTR Model LOAD_ATTR _kind_map LOAD_METHOD get LOAD_FAST self LOAD_METHOD kind CALL_METHOD CALL_METHOD STORE_FAST cls LOAD_FAST cls POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_METHOD _pre_get_hook LOAD_FAST self CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR get LOAD_FAST self BUILD_TUPLE LOAD_FAST ctx_options CALL_FUNCTION STORE_FAST fut LOAD_FAST cls POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _post_get_hook STORE_FAST post_hook LOAD_FAST cls LOAD_METHOD _is_default_hook LOAD_FAST model LOAD_ATTR Model LOAD_ATTR _default_post_get_hook LOAD_FAST post_hook CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST fut LOAD_METHOD add_immediate_callback LOAD_FAST post_hook LOAD_FAST self LOAD_FAST fut CALL_METHOD POP_TOP LOAD_FAST fut RETURN_VALUE LOAD_FAST self LOAD_ATTR delete_async BUILD_TUPLE LOAD_FAST ctx_options CALL_FUNCTION LOAD_METHOD get_result CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('tasklets', 'model') IMPORT_NAME google.appengine.ext.ndb IMPORT_FROM tasklets STORE_FAST tasklets IMPORT_FROM model STORE_FAST model POP_TOP LOAD_FAST tasklets LOAD_METHOD get_context CALL_METHOD STORE_FAST ctx LOAD_FAST model LOAD_ATTR Model LOAD_ATTR _kind_map LOAD_METHOD get LOAD_FAST self LOAD_METHOD kind CALL_METHOD CALL_METHOD STORE_FAST cls LOAD_FAST cls POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_METHOD _pre_delete_hook LOAD_FAST self CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR delete LOAD_FAST self BUILD_TUPLE LOAD_FAST ctx_options CALL_FUNCTION STORE_FAST fut LOAD_FAST cls POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _post_delete_hook STORE_FAST post_hook LOAD_FAST cls LOAD_METHOD _is_default_hook LOAD_FAST model LOAD_ATTR Model LOAD_ATTR _default_post_delete_hook LOAD_FAST post_hook CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST fut LOAD_METHOD add_immediate_callback LOAD_FAST post_hook LOAD_FAST self LOAD_FAST fut CALL_METHOD POP_TOP LOAD_FAST fut RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL str LOAD_FAST old_key CALL_FUNCTION LOAD_CONST ('urlsafe',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL datastore_types LOAD_ATTR Key LOAD_FAST self LOAD_METHOD urlsafe CALL_METHOD LOAD_CONST ('encoded',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL Key COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Cannot construct Key reference on non-Key class; received %r' LOAD_FAST cls BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL bool LOAD_FAST pairs CALL_FUNCTION LOAD_GLOBAL bool LOAD_DEREF flat CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST reference CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST serialized CALL_FUNCTION BINARY_ADD LOAD_GLOBAL bool LOAD_FAST urlsafe CALL_FUNCTION BINARY_ADD LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Cannot construct Key reference from incompatible keyword arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_DEREF flat POP_JUMP_IF_TRUE LOAD_FAST pairs EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF flat POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF flat CALL_FUNCTION LOAD_CONST 2 BINARY_MODULO POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '_ConstructReference() must have an even number of positional arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE flat BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8aefeaf8a0, file "f.py", line 686> LOAD_CONST '_ConstructReference.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_DEREF flat CALL_FUNCTION LOAD_CONST 2 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST pairs JUMP_FORWARD to 154 LOAD_FAST parent LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST pairs CALL_FUNCTION STORE_FAST pairs LOAD_FAST pairs POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key references must consist of at least one pair.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST parent LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST parent LOAD_GLOBAL Key CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL datastore_errors LOAD_METHOD BadValueError LOAD_CONST 'Expected Key instance, got %r' LOAD_FAST parent BINARY_MODULO CALL_METHOD RAISE_VARARGS LOAD_FAST parent LOAD_METHOD pairs CALL_METHOD LOAD_FAST pairs LOAD_CONST None LOAD_CONST 0 BUILD_SLICE STORE_SUBSCR LOAD_FAST app POP_JUMP_IF_FALSE LOAD_FAST app LOAD_FAST parent LOAD_METHOD app CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify a different app %r than the parent app %r' LOAD_FAST app LOAD_FAST parent LOAD_METHOD app CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 262 LOAD_FAST parent LOAD_METHOD app CALL_METHOD STORE_FAST app LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST namespace LOAD_FAST parent LOAD_METHOD namespace CALL_METHOD COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify a different namespace %r than the parent namespace %r' LOAD_FAST namespace LOAD_FAST parent LOAD_METHOD namespace CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 316 LOAD_FAST parent LOAD_METHOD namespace CALL_METHOD STORE_FAST namespace LOAD_GLOBAL _ReferenceFromPairs LOAD_FAST pairs LOAD_FAST app LOAD_FAST namespace LOAD_CONST ('app', 'namespace') CALL_FUNCTION STORE_FAST reference JUMP_FORWARD to 516 LOAD_FAST parent LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Key reference cannot be constructed when the parent argument is combined with either reference, serialized or urlsafe arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST urlsafe EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _DecodeUrlSafe LOAD_FAST urlsafe CALL_FUNCTION STORE_FAST serialized LOAD_FAST serialized EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _ReferenceFromSerialized LOAD_FAST serialized CALL_FUNCTION STORE_FAST reference LOAD_FAST reference LOAD_METHOD path CALL_METHOD LOAD_METHOD element_size CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference has no path or elements (%r, %r, %r).' LOAD_FAST urlsafe LOAD_FAST serialized LOAD_GLOBAL str LOAD_FAST reference CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST serialized EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _ReferenceFromReference LOAD_FAST reference CALL_FUNCTION STORE_FAST reference LOAD_FAST app LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST reference LOAD_METHOD app CALL_METHOD STORE_FAST ref_app LOAD_FAST app LOAD_FAST ref_app COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference constructed uses a different app %r than the one specified %r' LOAD_FAST ref_app LOAD_FAST app BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST reference LOAD_METHOD name_space CALL_METHOD STORE_FAST ref_namespace LOAD_FAST namespace LOAD_FAST ref_namespace COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Key reference constructed uses a different namespace %r than the one specified %r' LOAD_FAST ref_namespace LOAD_FAST namespace BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST reference RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST i LOAD_DEREF flat LOAD_FAST i BINARY_SUBSCR LOAD_DEREF flat LOAD_FAST i LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST reference LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL entity_pb2 LOAD_METHOD Reference CALL_METHOD STORE_FAST reference LOAD_FAST reference LOAD_ATTR path LOAD_METHOD SetInParent CALL_METHOD POP_TOP LOAD_FAST reference LOAD_ATTR path STORE_FAST path LOAD_CONST False STORE_FAST last EXTENDED_ARG SETUP_LOOP to 730 LOAD_FAST pairs GET_ITER EXTENDED_ARG FOR_ITER to 728 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST idorname LOAD_FAST last POP_JUMP_IF_FALSE LOAD_GLOBAL datastore_errors LOAD_METHOD BadArgumentError LOAD_CONST 'Incomplete Key entry must be last' CALL_METHOD RAISE_VARARGS LOAD_GLOBAL type LOAD_FAST kind CALL_FUNCTION STORE_FAST t LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR binary_type COMPARE_OP is POP_JUMP_IF_FALSE JUMP_FORWARD to 258 LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR text_type COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST kind CALL_METHOD STORE_FAST kind JUMP_FORWARD to 258 LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Model',) IMPORT_NAME google.appengine.ext.ndb.model IMPORT_FROM Model STORE_FAST Model POP_TOP LOAD_FAST kind STORE_FAST modelclass LOAD_GLOBAL issubclass LOAD_FAST modelclass LOAD_FAST Model CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Key kind must be either a string or subclass of Model; received %r' LOAD_FAST modelclass BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST modelclass LOAD_METHOD _get_kind CALL_METHOD STORE_FAST kind LOAD_GLOBAL type LOAD_FAST kind CALL_FUNCTION STORE_FAST t LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR binary_type COMPARE_OP is POP_JUMP_IF_FALSE JUMP_FORWARD to 258 LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR text_type COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST kind CALL_METHOD STORE_FAST kind JUMP_FORWARD to 258 LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR binary_type CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_FORWARD to 258 LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_binary LOAD_FAST kind CALL_METHOD STORE_FAST kind JUMP_FORWARD to 258 LOAD_GLOBAL TypeError LOAD_CONST 'Key kind must be either a string or subclass of Model; received %r' LOAD_FAST kind BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST kind CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_KEYPART_BYTES COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 288 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key kind string must be a non-empty string up to %ibytes; received %s' LOAD_GLOBAL _MAX_KEYPART_BYTES LOAD_FAST kind BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST path LOAD_ATTR element LOAD_METHOD add CALL_METHOD STORE_FAST elem LOAD_FAST kind LOAD_FAST elem STORE_ATTR type LOAD_GLOBAL type LOAD_FAST idorname CALL_FUNCTION STORE_FAST t LOAD_FAST t LOAD_GLOBAL int COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST t LOAD_GLOBAL int COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 LOAD_FAST idorname DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_LONG COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 374 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key id number is too long; received %i' LOAD_FAST idorname BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST idorname LOAD_FAST elem STORE_ATTR id JUMP_ABSOLUTE LOAD_FAST t LOAD_GLOBAL str COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST idorname CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_KEYPART_BYTES COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 434 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key name strings must be non-empty strings up to %i bytes; received %s' LOAD_GLOBAL _MAX_KEYPART_BYTES LOAD_FAST idorname BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST idorname LOAD_FAST elem STORE_ATTR name JUMP_ABSOLUTE LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR text_type COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST idorname LOAD_METHOD encode LOAD_CONST 'utf8' CALL_METHOD STORE_FAST idorname LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST idorname CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_KEYPART_BYTES COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 510 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key name unicode strings must be non-empty strings up to %i bytes; received %s' LOAD_GLOBAL _MAX_KEYPART_BYTES LOAD_FAST idorname BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST idorname LOAD_FAST elem STORE_ATTR name JUMP_ABSOLUTE LOAD_FAST idorname LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST last JUMP_ABSOLUTE LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR integer_types CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 LOAD_FAST idorname DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_LONG COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 590 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key id number is too long; received %i' LOAD_FAST idorname BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST idorname LOAD_FAST elem STORE_ATTR id JUMP_ABSOLUTE LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR binary_type COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL issubclass LOAD_FAST t LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST idorname LOAD_METHOD encode LOAD_CONST 'utf8' CALL_METHOD STORE_FAST idorname LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST idorname CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _MAX_KEYPART_BYTES COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 690 POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Key name strings must be non-empty strings up to %i bytes; received %s' LOAD_GLOBAL _MAX_KEYPART_BYTES LOAD_FAST idorname BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST idorname LOAD_FAST elem STORE_ATTR name JUMP_ABSOLUTE LOAD_GLOBAL TypeError LOAD_CONST 'id must be either a numeric id or a string name; received %r' LOAD_FAST idorname BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST app EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _DefaultAppId CALL_FUNCTION STORE_FAST app LOAD_FAST app LOAD_FAST reference STORE_ATTR app LOAD_FAST namespace LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL namespace_manager LOAD_METHOD get_namespace CALL_METHOD STORE_FAST namespace LOAD_FAST namespace EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST namespace LOAD_FAST reference STORE_ATTR name_space LOAD_FAST reference RETURN_VALUE LOAD_GLOBAL entity_pb2 LOAD_METHOD Reference CALL_METHOD STORE_FAST new_reference LOAD_FAST new_reference LOAD_METHOD CopyFrom LOAD_FAST reference CALL_METHOD POP_TOP LOAD_FAST new_reference RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST serialized LOAD_GLOBAL six LOAD_ATTR text_type LOAD_GLOBAL six LOAD_ATTR binary_type BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'serialized must be a string; received %r' LOAD_FAST serialized BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 54 LOAD_GLOBAL isinstance LOAD_FAST serialized LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST serialized LOAD_METHOD encode LOAD_CONST 'utf8' CALL_METHOD STORE_FAST serialized LOAD_GLOBAL entity_pb2 LOAD_ATTR Reference LOAD_METHOD FromString LOAD_FAST serialized CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST urlsafe LOAD_GLOBAL six LOAD_ATTR text_type LOAD_GLOBAL six LOAD_ATTR binary_type BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'urlsafe must be a string; received %r' LOAD_FAST urlsafe BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST urlsafe LOAD_GLOBAL six LOAD_ATTR text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST urlsafe LOAD_METHOD encode LOAD_CONST 'utf8' CALL_METHOD STORE_FAST urlsafe LOAD_GLOBAL len LOAD_FAST urlsafe CALL_FUNCTION LOAD_CONST 4 BINARY_MODULO STORE_FAST mod LOAD_FAST mod POP_JUMP_IF_FALSE LOAD_FAST urlsafe LOAD_CONST b'=' LOAD_CONST 4 LOAD_FAST mod BINARY_SUBTRACT BINARY_MULTIPLY INPLACE_ADD STORE_FAST urlsafe LOAD_GLOBAL base64 LOAD_METHOD b64decode LOAD_FAST urlsafe LOAD_METHOD replace LOAD_CONST b'-' LOAD_CONST b'+' CALL_METHOD LOAD_METHOD replace LOAD_CONST b'_' LOAD_CONST b'/' CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL full_app_id LOAD_METHOD get CALL_METHOD RETURN_VALUE LOAD_CONST <code object <lambda> at 0x7f8aefeafa50, file "f.py", line 927> LOAD_CONST '_ConvertPairsForComparison.<locals>.<lambda>' MAKE_FUNCTION STORE_DEREF conv LOAD_GLOBAL tuple LOAD_CLOSURE conv BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8aefeafed0, file "f.py", line 928> LOAD_CONST '_ConvertPairsForComparison.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST pairs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL six LOAD_ATTR binary_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL six LOAD_METHOD ensure_text LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST i STORE_FAST j LOAD_DEREF conv LOAD_FAST i CALL_FUNCTION LOAD_DEREF conv LOAD_FAST j CALL_FUNCTION BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE
"""The Key class, and associated utilities. A Key encapsulates the following pieces of information, which together uniquely designate a (possible) entity in the App Engine datastore: - an application id (a string) - a namespace (a string) - a list of one or more (kind, id) pairs where kind is a string and id is either a string or an integer. The application id must always be part of the key, but since most applications can only access their own entities, it defaults to the current application id and you rarely need to worry about it. It must not be empty. The namespace designates a top-level partition of the key space for a particular application. If you've never heard of namespaces, you can safely ignore this feature. Most of the action is in the (kind, id) pairs. A key must have at least one (kind, id) pair. The last (kind, id) pair gives the kind and the id of the entity that the key refers to, the others merely specify a 'parent key'. The kind is a string giving the name of the model class used to represent the entity. (In more traditional databases this would be the table name.) A model class is a Python class derived from ndb.Model; see the documentation for ndb/model.py. Only the class name itself is used as the kind. This means all your model classes must be uniquely named within one application. You can override this on a per-class basis. The id is either a string or an integer. When the id is a string, the application is in control of how it assigns ids: For example, if you could use an email address as the id for Account entities. To use integer ids, you must let the datastore choose a unique id for an entity when it is first inserted into the datastore. You can set the id to None to represent the key for an entity that hasn't yet been inserted into the datastore. The final key (including the assigned id) will be returned after the entity is successfully inserted into the datastore. A key for which the id of the last (kind, id) pair is set to None is called an incomplete key. Such keys can only be used to insert entities into the datastore. A key with exactly one (kind, id) pair is called a top level key or a root key. Top level keys are also used as entity groups, which play a role in transaction management. If there is more than one (kind, id) pair, all but the last pair represent the 'ancestor path', also known as the key of the 'parent entity'. Other constraints: - Kinds and string ids must not be empty and must be at most 500 bytes long (after UTF-8 encoding, if given as Python unicode objects). NOTE: This is defined as a module level constant _MAX_KEYPART_BYTES. - Integer ids must be at least 1 and less than 2**63. For more info about namespaces, see http://code.google.com/appengine/docs/python/multitenancy/overview.html. The namespace defaults to the 'default namespace' selected by the namespace manager. To explicitly select the empty namespace pass namespace=''. """ import base64 import os from google.appengine.api import cmp_compat from google.appengine.api import datastore_errors from google.appengine.api import datastore_types from google.appengine.api import full_app_id from google.appengine.api import namespace_manager from google.appengine.ext.ndb import utils import six from six.moves import range from google.appengine.datastore import entity_bytes_pb2 as entity_pb2 __all__ = ["Key"] _MAX_LONG = 2**63 _MAX_KEYPART_BYTES = 500 @cmp_compat.total_ordering_from_cmp class Key(object): """An immutable datastore key. For flexibility and convenience, multiple constructor signatures are supported. The primary way to construct a key is using positional arguments: - Key(kind1, id1, kind2, id2, ...). This is shorthand for either of the following two longer forms: - Key(pairs=[(kind1, id1), (kind2, id2), ...]) - Key(flat=[kind1, id1, kind2, id2, ...]) Either of the above constructor forms can additionally pass in another key using parent=<key>. The (kind, id) pairs of the parent key are inserted before the (kind, id) pairs passed explicitly. You can also construct a Key from a 'url-safe' encoded string: - Key(urlsafe=<string>) For esoteric purposes the following constructors exist: - Key(reference=<reference>) -- passing in a low-level Reference object - Key(serialized=<string>) -- passing in a serialized low-level Reference - Key(<dict>) -- for unpickling, the same as Key(**<dict>) The 'url-safe' string is really a websafe-base64-encoded serialized Reference, but it's best to think of it as just an opaque unique string. Additional constructor keyword arguments: - app=<string> -- specify the application id - namespace=<string> -- specify the namespace If a Reference is passed (using one of reference, serialized or urlsafe), the args and namespace keywords must match what is already present in the Reference (after decoding if necessary). The parent keyword cannot be combined with a Reference in any form. Keys are immutable, which means that a Key object cannot be modified once it has been created. This is enforced by the implementation as well as Python allows. For access to the contents of a key, the following methods and operations are supported: - repr(key), str(key) -- return a string representation resembling the shortest constructor form, omitting the app and namespace unless they differ from the default value. - key1 == key2, key1 != key2 -- comparison for equality between Keys. - hash(key) -- a hash value sufficient for storing Keys in a dict. - key.pairs() -- a tuple of (kind, id) pairs. - key.flat() -- a tuple of flattened kind and id values, i.e. (kind1, id1, kind2, id2, ...). - key.app() -- the application id. - key.id() -- the string or integer id in the last (kind, id) pair, or None if the key is incomplete. - key.string_id() -- the string id in the last (kind, id) pair, or None if the key has an integer id or is incomplete. - key.integer_id() -- the integer id in the last (kind, id) pair, or None if the key has a string id or is incomplete. - key.namespace() -- the namespace. - key.kind() -- a shortcut for key.pairs()[-1][0]. - key.parent() -- a Key constructed from all but the last (kind, id) pairs. - key.urlsafe() -- a websafe-base64-encoded serialized Reference. - key.serialized() -- a serialized Reference. - key.reference() -- a Reference object. The caller promises not to mutate it. Keys also support interaction with the datastore; these methods are the only ones that engage in any kind of I/O activity. For Future objects, see the document for ndb/tasklets.py. - key.get() -- return the entity for the Key. - key.get_async() -- return a Future whose eventual result is the entity for the Key. - key.delete() -- delete the entity for the Key. - key.delete_async() -- asynchronously delete the entity for the Key. Keys may be pickled. Subclassing Key is best avoided; it would be hard to get right. """ __slots__ = ["__reference", "__pairs", "__app", "__namespace"] def __new__(cls, *_args, **kwargs): """Constructor. See the class docstring for arguments.""" if _args: if len(_args) == 1 and isinstance(_args[0], dict): if kwargs: raise TypeError( "Key() takes no keyword arguments when a dict is the " "the first and only non-keyword argument (for " "unpickling)." ) kwargs = _args[0] else: if "flat" in kwargs: raise TypeError( "Key() with positional arguments " "cannot accept flat as a keyword argument." ) kwargs["flat"] = _args if int(os.environ.get("NDB_PY2_UNPICKLE_COMPAT", "0")): kwargs = {six.ensure_str(k): v for (k, v) in kwargs.items()} self = super(Key, cls).__new__(cls) if "reference" in kwargs or "serialized" in kwargs or "urlsafe" in kwargs: ( self.__reference, self.__pairs, self.__app, self.__namespace, ) = self._parse_from_ref(cls, **kwargs) elif "pairs" in kwargs or "flat" in kwargs: self.__reference = None (self.__pairs, self.__app, self.__namespace) = self._parse_from_args( **kwargs ) else: raise TypeError("Key() cannot create a Key instance without arguments.") return self @staticmethod def _parse_from_args(pairs=None, flat=None, app=None, namespace=None, parent=None): if flat: if pairs is not None: raise TypeError("Key() cannot accept both flat and pairs arguments.") if len(flat) % 2: raise ValueError( "Key() must have an even number of positional " "arguments." ) pairs = [(flat[i], flat[i + 1]) for i in range(0, len(flat), 2)] else: pairs = list(pairs) if not pairs: raise TypeError("Key must consist of at least one pair.") for i, (kind, id) in enumerate(pairs): if isinstance(id, six.text_type): id = six.ensure_binary(id) elif id is None: if i + 1 < len(pairs): raise datastore_errors.BadArgumentError( "Incomplete Key entry must be last" ) else: if not isinstance(id, six.integer_types + (six.binary_type,)): raise TypeError( "Key id must be a string or a number; received %r" % id ) if isinstance(kind, type): kind = kind._get_kind() if isinstance(kind, six.text_type): kind = six.ensure_binary(kind) if not isinstance(kind, six.binary_type): raise TypeError( "Key kind must be a string or Model class; received %r" % kind ) if not id: id = None pairs[i] = (kind, id) if parent is not None: if not isinstance(parent, Key): raise datastore_errors.BadValueError( "Expected Key instance, got %r" % parent ) if not parent.id(): raise datastore_errors.BadArgumentError( "Parent cannot have incomplete key" ) pairs[:0] = parent.__pairs if app: if app != parent.app(): raise ValueError( "Cannot specify a different app %r " "than the parent app %r" % (app, parent.app()) ) else: app = parent.__app if namespace is not None: if namespace != parent.namespace(): raise ValueError( "Cannot specify a different namespace %r " "than the parent namespace %r" % (namespace, parent.namespace()) ) else: namespace = parent.__namespace if not app: app = _DefaultAppId() if namespace is None: namespace = namespace_manager.get_namespace() app = six.ensure_binary(app) namespace = six.ensure_binary(namespace) return tuple(pairs), app, namespace @staticmethod def _parse_from_ref( cls, pairs=None, flat=None, reference=None, serialized=None, urlsafe=None, app=None, namespace=None, parent=None, ): """Construct a Reference; the signature is the same as for Key.""" if cls is not Key: raise TypeError( "Cannot construct Key reference on non-Key class; " "received %r" % cls ) if ( bool(pairs) + bool(flat) + bool(reference) + bool(serialized) + bool(urlsafe) + bool(parent) ) != 1: raise TypeError( "Cannot construct Key reference from incompatible " "keyword arguments." ) if urlsafe: serialized = _DecodeUrlSafe(urlsafe) if serialized: reference = _ReferenceFromSerialized(serialized) if reference: reference = _ReferenceFromReference(reference) pairs = [] elem = None path = reference.path for elem in path.element: kind = six.ensure_binary(elem.type) if elem.HasField("id"): id_or_name = elem.id else: id_or_name = six.ensure_binary(elem.name) if not id_or_name: id_or_name = None tup = (kind, id_or_name) pairs.append(tup) if elem is None: raise RuntimeError( "Key reference has no path or elements (%r, %r, %r)." % (urlsafe, serialized, str(reference)) ) ref_app = reference.app if app is not None: if app != ref_app: raise RuntimeError( "Key reference constructed uses a different app %r " "than the one specified %r" % (ref_app, app) ) ref_namespace = reference.name_space if namespace is not None: if namespace != ref_namespace: raise RuntimeError( "Key reference constructed uses a different " "namespace %r than the one specified %r" % (ref_namespace, namespace) ) ref_app = six.ensure_binary(ref_app) ref_namespace = six.ensure_binary(ref_namespace) return (reference, tuple(pairs), ref_app, ref_namespace) def _bytes2str(self, val): if isinstance(val, bytes): val = six.ensure_str(val) return val def __repr__(self): """String representation, used by str() and repr(). We produce a short string that conveys all relevant information, suppressing app and namespace when they are equal to the default. """ args = [] for item in self.flat(): if not item: args.append("None") elif isinstance(item, six.string_types): args.append(repr(item)) else: args.append(str(item)) if self.app() != _DefaultAppId(): args.append("app=%r" % self.app()) if self.namespace() != namespace_manager.get_namespace(): args.append("namespace=%r" % self.namespace()) return "Key(%s)" % ", ".join(args) __str__ = __repr__ def __hash__(self): """Hash value, for use in dict lookups.""" return hash(tuple(self.pairs())) def __eq__(self, other): """Equality comparison operation.""" if not isinstance(other, Key): return NotImplemented return ( self.__pairs == other.__pairs and self.__app == other.__app and self.__namespace == other.__namespace ) def __ne__(self, other): """The opposite of __eq__.""" if not isinstance(other, Key): return NotImplemented return not self.__eq__(other) def __cmp__(self, other): if not isinstance(other, Key): return NotImplemented tuple_1 = ( self.__app, self.__namespace, _ConvertPairsForComparison(self.__pairs), ) tuple_2 = ( other.__app, other.__namespace, _ConvertPairsForComparison(other.__pairs), ) return cmp_compat.cmp(tuple_1, tuple_2) def __getstate__(self): """Private API used for pickling.""" return ( {"pairs": self.__pairs, "app": self.__app, "namespace": self.__namespace}, ) def __setstate__(self, state): """Private API used for pickling.""" if len(state) != 1: raise TypeError( "Invalid state length, expected 1; received %i" % len(state) ) kwargs = state[0] if not isinstance(kwargs, dict): raise TypeError( "Key accepts a dict of keyword arguments as state; " "received %r" % kwargs ) kwargs = {six.ensure_text(k): v for k, v in kwargs.items()} self.__reference = None (self.__pairs, self.__app, self.__namespace) = self._parse_from_args( pairs=tuple(kwargs["pairs"]), app=kwargs["app"], namespace=kwargs["namespace"], ) def __getnewargs__(self): """Private API used for pickling.""" return ( {"pairs": self.__pairs, "app": self.__app, "namespace": self.__namespace}, ) def parent(self): """Return a Key constructed from all but the last (kind, id) pairs. If there is only one (kind, id) pair, return None. """ pairs = self.__pairs if len(pairs) <= 1: return None return Key(pairs=pairs[:-1], app=self.__app, namespace=self.__namespace) def root(self): """Return the root key. This is either self or the highest parent.""" pairs = self.__pairs if len(pairs) <= 1: return self return Key(pairs=pairs[:1], app=self.__app, namespace=self.__namespace) def namespace(self): """Return the namespace.""" return self._bytes2str(self.__namespace) def app(self): """Return the application id.""" return self._bytes2str(self.__app) def id(self): """Return the string or integer id in the last (kind, id) pair, if any. Returns: A string or integer id, or None if the key is incomplete. """ return self._bytes2str(self.__pairs[-1][1]) def string_id(self): """Return the string id in the last (kind, id) pair, if any. Returns: A string id, or None if the key has an integer id or is incomplete. """ id = self.id() if not isinstance(id, (str, bytes)): id = None return id def integer_id(self): """Return the integer id in the last (kind, id) pair, if any. Returns: An integer id, or None if the key has a string id or is incomplete. """ id = self.id() if not isinstance(id, six.integer_types): id = None return id def pairs(self): """Return a tuple of (kind, id) pairs.""" return tuple( (self._bytes2str(p[0]), self._bytes2str(p[1])) for p in self.__pairs ) def flat(self): """Return a tuple of alternating kind and id values.""" flat = [] for kind, ID in self.pairs(): flat.append(kind) flat.append(ID) return tuple(flat) def kind(self): """Return the kind of the entity referenced. This is the kind from the last (kind, id) pair. """ return self._bytes2str(self.__pairs[-1][0]) def reference(self): """Return the Reference object for this Key. This is a entity_pb2.Reference instance -- a protocol buffer class used by the lower-level API to the datastore. NOTE: The caller should not mutate the return value. """ if self.__reference is None: self.__reference = _ConstructReference( self.__class__, pairs=self.__pairs, app=self.__app, namespace=self.__namespace, ) return self.__reference def serialized(self): """Return a serialized Reference object for this Key.""" return self.reference().SerializeToString() def urlsafe(self): """Return a url-safe string encoding this Key's Reference. This string is compatible with other APIs and languages and with the strings used to represent Keys in GQL and in the App Engine Admin Console. """ urlsafe = base64.b64encode(self.reference().SerializeToString()) return urlsafe.rstrip(b"=").replace(b"+", b"-").replace(b"/", b"_") def get(self, **ctx_options): """Synchronously get the entity for this Key. Return None if there is no such entity. """ return self.get_async(**ctx_options).get_result() def get_async(self, **ctx_options): """Return a Future whose result is the entity for this Key. If no such entity exists, a Future is still returned, and the Future's eventual return result be None. """ from google.appengine.ext.ndb import model, tasklets ctx = tasklets.get_context() cls = model.Model._kind_map.get(self.kind()) if cls: cls._pre_get_hook(self) fut = ctx.get(self, **ctx_options) if cls: post_hook = cls._post_get_hook if not cls._is_default_hook(model.Model._default_post_get_hook, post_hook): fut.add_immediate_callback(post_hook, self, fut) return fut def delete(self, **ctx_options): """Synchronously delete the entity for this Key. This is a no-op if no such entity exists. """ return self.delete_async(**ctx_options).get_result() def delete_async(self, **ctx_options): """Schedule deletion of the entity for this Key. This returns a Future, whose result becomes available once the deletion is complete. If no such entity exists, a Future is still returned. In all cases the Future's result is None (i.e. there is no way to tell whether the entity existed or not). """ from google.appengine.ext.ndb import tasklets, model ctx = tasklets.get_context() cls = model.Model._kind_map.get(self.kind()) if cls: cls._pre_delete_hook(self) fut = ctx.delete(self, **ctx_options) if cls: post_hook = cls._post_delete_hook if not cls._is_default_hook( model.Model._default_post_delete_hook, post_hook ): fut.add_immediate_callback(post_hook, self, fut) return fut @classmethod def from_old_key(cls, old_key): return cls(urlsafe=str(old_key)) def to_old_key(self): return datastore_types.Key(encoded=self.urlsafe()) @utils.positional(1) def _ConstructReference( cls, pairs=None, flat=None, reference=None, serialized=None, urlsafe=None, app=None, namespace=None, parent=None, ): """Construct a Reference; the signature is the same as for Key.""" if cls is not Key: raise TypeError( "Cannot construct Key reference on non-Key class; " "received %r" % cls ) if ( bool(pairs) + bool(flat) + bool(reference) + bool(serialized) + bool(urlsafe) ) != 1: raise TypeError( "Cannot construct Key reference from incompatible keyword " "arguments." ) if flat or pairs: if flat: if len(flat) % 2: raise TypeError( "_ConstructReference() must have an even number of " "positional arguments." ) pairs = [(flat[i], flat[i + 1]) for i in range(0, len(flat), 2)] elif parent is not None: pairs = list(pairs) if not pairs: raise TypeError("Key references must consist of at least one pair.") if parent is not None: if not isinstance(parent, Key): raise datastore_errors.BadValueError( "Expected Key instance, got %r" % parent ) pairs[:0] = parent.pairs() if app: if app != parent.app(): raise ValueError( "Cannot specify a different app %r " "than the parent app %r" % (app, parent.app()) ) else: app = parent.app() if namespace is not None: if namespace != parent.namespace(): raise ValueError( "Cannot specify a different namespace %r " "than the parent namespace %r" % (namespace, parent.namespace()) ) else: namespace = parent.namespace() reference = _ReferenceFromPairs(pairs, app=app, namespace=namespace) else: if parent is not None: raise TypeError( "Key reference cannot be constructed when the parent " "argument is combined with either reference, serialized " "or urlsafe arguments." ) if urlsafe: serialized = _DecodeUrlSafe(urlsafe) if serialized: reference = _ReferenceFromSerialized(serialized) if not reference.path().element_size(): raise RuntimeError( "Key reference has no path or elements (%r, %r, %r)." % (urlsafe, serialized, str(reference)) ) if not serialized: reference = _ReferenceFromReference(reference) if app is not None: ref_app = reference.app() if app != ref_app: raise RuntimeError( "Key reference constructed uses a different app %r " "than the one specified %r" % (ref_app, app) ) if namespace is not None: ref_namespace = reference.name_space() if namespace != ref_namespace: raise RuntimeError( "Key reference constructed uses a different " "namespace %r than the one specified %r" % (ref_namespace, namespace) ) return reference def _ReferenceFromPairs(pairs, reference=None, app=None, namespace=None): """Construct a Reference from a list of pairs. If a Reference is passed in as the second argument, it is modified in place. The app and namespace are set from the corresponding keyword arguments, with the customary defaults. """ if reference is None: reference = entity_pb2.Reference() reference.path.SetInParent() path = reference.path last = False for kind, idorname in pairs: if last: raise datastore_errors.BadArgumentError("Incomplete Key entry must be last") t = type(kind) if t is six.binary_type: pass elif t is six.text_type: kind = six.ensure_binary(kind) else: if issubclass(t, type): from google.appengine.ext.ndb.model import Model modelclass = kind if not issubclass(modelclass, Model): raise TypeError( "Key kind must be either a string or subclass of " "Model; received %r" % modelclass ) kind = modelclass._get_kind() t = type(kind) if t is six.binary_type: pass elif t is six.text_type: kind = six.ensure_binary(kind) elif issubclass(t, six.binary_type): pass elif issubclass(t, six.text_type): kind = six.ensure_binary(kind) else: raise TypeError( "Key kind must be either a string or subclass of Model;" " received %r" % kind ) if not (1 <= len(kind) <= _MAX_KEYPART_BYTES): raise ValueError( "Key kind string must be a non-empty string up to %i" "bytes; received %s" % (_MAX_KEYPART_BYTES, kind) ) elem = path.element.add() elem.type = kind t = type(idorname) if t is int or t is int: if not (1 <= idorname < _MAX_LONG): raise ValueError("Key id number is too long; received %i" % idorname) elem.id = idorname elif t is str: if not (1 <= len(idorname) <= _MAX_KEYPART_BYTES): raise ValueError( "Key name strings must be non-empty strings up to %i " "bytes; received %s" % (_MAX_KEYPART_BYTES, idorname) ) elem.name = idorname elif t is six.text_type: idorname = idorname.encode("utf8") if not (1 <= len(idorname) <= _MAX_KEYPART_BYTES): raise ValueError( "Key name unicode strings must be non-empty strings up" " to %i bytes; received %s" % (_MAX_KEYPART_BYTES, idorname) ) elem.name = idorname elif idorname is None: last = True elif issubclass(t, six.integer_types): if not (1 <= idorname < _MAX_LONG): raise ValueError("Key id number is too long; received %i" % idorname) elem.id = idorname elif issubclass(t, six.string_types) or t is six.binary_type: if issubclass(t, six.text_type): idorname = idorname.encode("utf8") if not (1 <= len(idorname) <= _MAX_KEYPART_BYTES): raise ValueError( "Key name strings must be non-empty strings up to %i " "bytes; received %s" % (_MAX_KEYPART_BYTES, idorname) ) elem.name = idorname else: raise TypeError( "id must be either a numeric id or a string name; " "received %r" % idorname ) if not app: app = _DefaultAppId() reference.app = app if namespace is None: namespace = namespace_manager.get_namespace() if namespace: reference.name_space = namespace return reference def _ReferenceFromReference(reference): """Copy a Reference.""" new_reference = entity_pb2.Reference() new_reference.CopyFrom(reference) return new_reference def _ReferenceFromSerialized(serialized): """Construct a Reference from a serialized Reference.""" if not isinstance(serialized, (six.text_type, six.binary_type)): raise TypeError("serialized must be a string; received %r" % serialized) elif isinstance(serialized, six.text_type): serialized = serialized.encode("utf8") return entity_pb2.Reference.FromString(serialized) def _DecodeUrlSafe(urlsafe): """Decode a url-safe base64-encoded string. This returns the decoded string. """ if not isinstance(urlsafe, (six.text_type, six.binary_type)): raise TypeError("urlsafe must be a string; received %r" % urlsafe) if isinstance(urlsafe, six.text_type): urlsafe = urlsafe.encode("utf8") mod = len(urlsafe) % 4 if mod: urlsafe += b"=" * (4 - mod) return base64.b64decode(urlsafe.replace(b"-", b"+").replace(b"_", b"/")) def _DefaultAppId(): """Return the default application id. This is taken from environment variables. """ return full_app_id.get() def _ConvertPairsForComparison(pairs): """Converts Key pairs to a format that enables consistent comparison. Here's a nasty one. Due to the tighter constraints on what can be compared in PY3, we can't compare Keys tuples directly, as they can contain a mix of strings and integers. The PY2 behavior in such cases seems to be that in cases of differing types, comparisons are determined via the type name itself. Now the nasty part. While this could be addressed by something along the lines of... cmp(str(type(x)), str(type(y))) ...in PY2, this results in 'int' < 'str'. But in PY3, this results in 'bytes' < 'int', which produces a different sorted ordering of said Keys. In the interest of minimizing breakage in existing code, I implemented this method to maintain the PY2 sort ordering for Keys. Comparing mixed items in PY2 now results in 'int' < 'unicode', and PY3 results in 'int' < 'str'. Args: pairs: A tuple of tuples, corresponding to the (kind, id) pairs of a Key. Returns: A tuple of tuples, converted for consistent comparison. """ conv = lambda x: six.ensure_text(x) if isinstance(x, six.binary_type) else x return tuple((conv(i), conv(j)) for i, j in pairs)
data/appengine-python-standard-1.1.6/src/google/appengine/ext/ndb/key.py
12,618
9,021
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LOAD_CONST 0 LOAD_CONST ('formatted_flat_dict', 'NONE_SENTINEL', 'value_allowed_none_or_none_sentinel') IMPORT_NAME oci.util IMPORT_FROM formatted_flat_dict STORE_NAME formatted_flat_dict IMPORT_FROM NONE_SENTINEL STORE_NAME NONE_SENTINEL IMPORT_FROM value_allowed_none_or_none_sentinel STORE_NAME value_allowed_none_or_none_sentinel POP_TOP LOAD_CONST 0 LOAD_CONST ('init_model_state_from_kwargs',) IMPORT_NAME oci.decorators IMPORT_FROM init_model_state_from_kwargs STORE_NAME init_model_state_from_kwargs POP_TOP LOAD_NAME init_model_state_from_kwargs LOAD_BUILD_CLASS LOAD_CONST <code object CloudGateServer at 0x7fab703aedb0, file "f.py", line 9> LOAD_CONST 'CloudGateServer' MAKE_FUNCTION LOAD_CONST 'CloudGateServer' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME CloudGateServer LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CloudGateServer' STORE_NAME __qualname__ LOAD_CONST '\n Resource representing a Cloud Gate server block\n ' STORE_NAME __doc__ LOAD_CONST 'replace' STORE_NAME IDCS_PREVENTED_OPERATIONS_REPLACE LOAD_CONST 'update' STORE_NAME IDCS_PREVENTED_OPERATIONS_UPDATE LOAD_CONST 'delete' STORE_NAME IDCS_PREVENTED_OPERATIONS_DELETE LOAD_CONST <code object __init__ at 0x7fab8212b8a0, file "f.py", line 21> LOAD_CONST 'CloudGateServer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object id at 0x7fab8212b5d0, file "f.py", line 183> LOAD_CONST 'CloudGateServer.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME id LOAD_ATTR setter LOAD_CONST <code object id at 0x7fab8212b660, file "f.py", line 205> LOAD_CONST 'CloudGateServer.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST <code object ocid at 0x7fab8212b0c0, file "f.py", line 227> LOAD_CONST 'CloudGateServer.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME ocid LOAD_ATTR setter LOAD_CONST <code object ocid at 0x7fab8212b030, file "f.py", line 249> LOAD_CONST 'CloudGateServer.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME property LOAD_CONST <code object schemas at 0x7fab8212b270, file "f.py", line 271> LOAD_CONST 'CloudGateServer.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME schemas LOAD_ATTR setter LOAD_CONST <code object schemas at 0x7fab702cd780, file "f.py", line 293> LOAD_CONST 'CloudGateServer.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME property LOAD_CONST <code object meta at 0x7fab702cd4b0, file "f.py", line 315> LOAD_CONST 'CloudGateServer.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME meta LOAD_ATTR setter LOAD_CONST <code object meta at 0x7fab702cddb0, file "f.py", line 325> LOAD_CONST 'CloudGateServer.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME property LOAD_CONST <code object idcs_created_by at 0x7fab702cd030, file "f.py", line 335> LOAD_CONST 'CloudGateServer.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME idcs_created_by LOAD_ATTR setter LOAD_CONST <code object idcs_created_by at 0x7fab702cdc00, file "f.py", line 345> LOAD_CONST 'CloudGateServer.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME property LOAD_CONST <code object idcs_last_modified_by at 0x7fab702cd8a0, file "f.py", line 355> LOAD_CONST 'CloudGateServer.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME idcs_last_modified_by LOAD_ATTR setter LOAD_CONST <code object idcs_last_modified_by at 0x7fab702cdc90, file "f.py", line 365> LOAD_CONST 'CloudGateServer.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME property LOAD_CONST <code object idcs_prevented_operations at 0x7fab702cd930, file "f.py", line 375> LOAD_CONST 'CloudGateServer.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME idcs_prevented_operations LOAD_ATTR setter LOAD_CONST <code object idcs_prevented_operations at 0x7fab800c7390, file "f.py", line 399> LOAD_CONST 'CloudGateServer.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME property LOAD_CONST <code object tags at 0x7fab800c76f0, file "f.py", line 430> LOAD_CONST 'CloudGateServer.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_CONST <code object tags at 0x7fab800c7660, file "f.py", line 452> LOAD_CONST 'CloudGateServer.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_CONST <code object delete_in_progress at 0x7fab800c7930, file "f.py", line 474> LOAD_CONST 'CloudGateServer.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME delete_in_progress LOAD_ATTR setter LOAD_CONST <code object delete_in_progress at 0x7fabdc1d0c00, file "f.py", line 496> LOAD_CONST 'CloudGateServer.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME property LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab703f0930, file "f.py", line 518> LOAD_CONST 'CloudGateServer.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME idcs_last_upgraded_in_release LOAD_ATTR setter LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab703f0e40, file "f.py", line 540> LOAD_CONST 'CloudGateServer.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME property LOAD_CONST <code object domain_ocid at 0x7fab703f0ae0, file "f.py", line 562> LOAD_CONST 'CloudGateServer.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME domain_ocid LOAD_ATTR setter LOAD_CONST <code object domain_ocid at 0x7fab703f09c0, file "f.py", line 584> LOAD_CONST 'CloudGateServer.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME property LOAD_CONST <code object compartment_ocid at 0x7fab703f0db0, file "f.py", line 606> LOAD_CONST 'CloudGateServer.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME compartment_ocid LOAD_ATTR setter LOAD_CONST <code object compartment_ocid at 0x7fab703f0ed0, file "f.py", line 628> LOAD_CONST 'CloudGateServer.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME property LOAD_CONST <code object tenancy_ocid at 0x7fab82309ae0, file "f.py", line 650> LOAD_CONST 'CloudGateServer.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME tenancy_ocid LOAD_ATTR setter LOAD_CONST <code object tenancy_ocid at 0x7fab823091e0, file "f.py", line 672> LOAD_CONST 'CloudGateServer.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME property LOAD_CONST <code object is_opc_service at 0x7fab823095d0, file "f.py", line 694> LOAD_CONST 'CloudGateServer.is_opc_service' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_opc_service LOAD_NAME is_opc_service LOAD_ATTR setter LOAD_CONST <code object is_opc_service at 0x7fab82309300, file "f.py", line 718> LOAD_CONST 'CloudGateServer.is_opc_service' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_opc_service LOAD_NAME property LOAD_CONST <code object description at 0x7fab82309150, file "f.py", line 742> LOAD_CONST 'CloudGateServer.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_CONST <code object description at 0x7fab823090c0, file "f.py", line 764> LOAD_CONST 'CloudGateServer.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_CONST <code object display_name at 0x7fab82309540, file "f.py", line 786> LOAD_CONST 'CloudGateServer.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_CONST <code object display_name at 0x7fab703ae300, file "f.py", line 808> LOAD_CONST 'CloudGateServer.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_CONST <code object host_name at 0x7fab703aeed0, file "f.py", line 830> LOAD_CONST 'CloudGateServer.host_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME host_name LOAD_NAME host_name LOAD_ATTR setter LOAD_CONST <code object host_name at 0x7fab703ae030, file "f.py", line 852> LOAD_CONST 'CloudGateServer.host_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME host_name LOAD_NAME property LOAD_CONST <code object port at 0x7fab703aeae0, file "f.py", line 874> LOAD_CONST 'CloudGateServer.port' MAKE_FUNCTION CALL_FUNCTION STORE_NAME port LOAD_NAME port LOAD_ATTR setter LOAD_CONST <code object port at 0x7fab703ae540, file "f.py", line 898> LOAD_CONST 'CloudGateServer.port' MAKE_FUNCTION CALL_FUNCTION STORE_NAME port LOAD_NAME property LOAD_CONST <code object ssl at 0x7fab703ae810, file "f.py", line 922> LOAD_CONST 'CloudGateServer.ssl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ssl LOAD_NAME ssl LOAD_ATTR setter LOAD_CONST <code object ssl at 0x7fab703aef60, file "f.py", line 944> LOAD_CONST 'CloudGateServer.ssl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ssl LOAD_NAME property LOAD_CONST <code object nginx_settings at 0x7fab703ae6f0, file "f.py", line 966> LOAD_CONST 'CloudGateServer.nginx_settings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME nginx_settings LOAD_NAME nginx_settings LOAD_ATTR setter LOAD_CONST <code object nginx_settings at 0x7fab703ae1e0, file "f.py", line 988> LOAD_CONST 'CloudGateServer.nginx_settings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME nginx_settings LOAD_NAME property LOAD_CONST <code object cloud_gate at 0x7fab703ae8a0, file "f.py", line 1010> LOAD_CONST 'CloudGateServer.cloud_gate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cloud_gate LOAD_NAME cloud_gate LOAD_ATTR setter LOAD_CONST <code object cloud_gate at 0x7fab703ae270, file "f.py", line 1020> LOAD_CONST 'CloudGateServer.cloud_gate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cloud_gate LOAD_CONST <code object __repr__ at 0x7fab703ae780, file "f.py", line 1030> LOAD_CONST 'CloudGateServer.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab703ae390, file "f.py", line 1033> LOAD_CONST 'CloudGateServer.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab703aec00, file "f.py", line 1039> LOAD_CONST 'CloudGateServer.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'list[str]' LOAD_CONST 'Meta' LOAD_CONST 'IdcsCreatedBy' LOAD_CONST 'IdcsLastModifiedBy' LOAD_CONST 'list[str]' LOAD_CONST 'list[Tags]' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'CloudGateServerCloudGate' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'is_opc_service', 'description', 'display_name', 'host_name', 'port', 'ssl', 'nginx_settings', 'cloud_gate') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR swagger_types LOAD_CONST 'id' LOAD_CONST 'ocid' LOAD_CONST 'schemas' LOAD_CONST 'meta' LOAD_CONST 'idcsCreatedBy' LOAD_CONST 'idcsLastModifiedBy' LOAD_CONST 'idcsPreventedOperations' LOAD_CONST 'tags' LOAD_CONST 'deleteInProgress' LOAD_CONST 'idcsLastUpgradedInRelease' LOAD_CONST 'domainOcid' LOAD_CONST 'compartmentOcid' LOAD_CONST 'tenancyOcid' LOAD_CONST 'isOPCService' LOAD_CONST 'description' LOAD_CONST 'displayName' LOAD_CONST 'hostName' LOAD_CONST 'port' LOAD_CONST 'ssl' LOAD_CONST 'nginxSettings' LOAD_CONST 'cloudGate' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'is_opc_service', 'description', 'display_name', 'host_name', 'port', 'ssl', 'nginx_settings', 'cloud_gate') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR attribute_map LOAD_CONST None LOAD_FAST self STORE_ATTR _id LOAD_CONST None LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None LOAD_FAST self STORE_ATTR _meta LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None LOAD_FAST self STORE_ATTR _tags LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _is_opc_service LOAD_CONST None LOAD_FAST self STORE_ATTR _description LOAD_CONST None LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None LOAD_FAST self STORE_ATTR _host_name LOAD_CONST None LOAD_FAST self STORE_ATTR _port LOAD_CONST None LOAD_FAST self STORE_ATTR _ssl LOAD_CONST None LOAD_FAST self STORE_ATTR _nginx_settings LOAD_CONST None LOAD_FAST self STORE_ATTR _cloud_gate LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _id RETURN_VALUE LOAD_FAST id LOAD_FAST self STORE_ATTR _id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ocid RETURN_VALUE LOAD_FAST ocid LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _schemas RETURN_VALUE LOAD_FAST schemas LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _meta RETURN_VALUE LOAD_FAST meta LOAD_FAST self STORE_ATTR _meta LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_created_by RETURN_VALUE LOAD_FAST idcs_created_by LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_modified_by RETURN_VALUE LOAD_FAST idcs_last_modified_by LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_prevented_operations RETURN_VALUE LOAD_CONST 'replace' LOAD_CONST 'update' LOAD_CONST 'delete' BUILD_LIST STORE_DEREF allowed_values LOAD_FAST idcs_prevented_operations POP_JUMP_IF_FALSE LOAD_CLOSURE allowed_values BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab800c7e40, file "f.py", line 421> LOAD_CONST 'CloudGateServer.idcs_prevented_operations.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST idcs_prevented_operations GET_ITER CALL_FUNCTION LOAD_FAST idcs_prevented_operations LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST idcs_prevented_operations LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST x LOAD_DEREF allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' JUMP_FORWARD to 24 LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _tags RETURN_VALUE LOAD_FAST tags LOAD_FAST self STORE_ATTR _tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_in_progress RETURN_VALUE LOAD_FAST delete_in_progress LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_upgraded_in_release RETURN_VALUE LOAD_FAST idcs_last_upgraded_in_release LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _domain_ocid RETURN_VALUE LOAD_FAST domain_ocid LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _compartment_ocid RETURN_VALUE LOAD_FAST compartment_ocid LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tenancy_ocid RETURN_VALUE LOAD_FAST tenancy_ocid LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _is_opc_service RETURN_VALUE LOAD_FAST is_opc_service LOAD_FAST self STORE_ATTR _is_opc_service LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _description RETURN_VALUE LOAD_FAST description LOAD_FAST self STORE_ATTR _description LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _display_name RETURN_VALUE LOAD_FAST display_name LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _host_name RETURN_VALUE LOAD_FAST host_name LOAD_FAST self STORE_ATTR _host_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _port RETURN_VALUE LOAD_FAST port LOAD_FAST self STORE_ATTR _port LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ssl RETURN_VALUE LOAD_FAST ssl LOAD_FAST self STORE_ATTR _ssl LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _nginx_settings RETURN_VALUE LOAD_FAST nginx_settings LOAD_FAST self STORE_ATTR _nginx_settings LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cloud_gate RETURN_VALUE LOAD_FAST cloud_gate LOAD_FAST self STORE_ATTR _cloud_gate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL formatted_flat_dict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_FAST other LOAD_ATTR __dict__ COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_FAST other COMPARE_OP == UNARY_NOT RETURN_VALUE
from oci.util import ( formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel, ) # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class CloudGateServer(object): """ Resource representing a Cloud Gate server block """ IDCS_PREVENTED_OPERATIONS_REPLACE = "replace" IDCS_PREVENTED_OPERATIONS_UPDATE = "update" IDCS_PREVENTED_OPERATIONS_DELETE = "delete" def __init__(self, **kwargs): """ Initializes a new CloudGateServer object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param id: The value to assign to the id property of this CloudGateServer. :type id: str :param ocid: The value to assign to the ocid property of this CloudGateServer. :type ocid: str :param schemas: The value to assign to the schemas property of this CloudGateServer. :type schemas: list[str] :param meta: The value to assign to the meta property of this CloudGateServer. :type meta: oci.identity_domains.models.Meta :param idcs_created_by: The value to assign to the idcs_created_by property of this CloudGateServer. :type idcs_created_by: oci.identity_domains.models.IdcsCreatedBy :param idcs_last_modified_by: The value to assign to the idcs_last_modified_by property of this CloudGateServer. :type idcs_last_modified_by: oci.identity_domains.models.IdcsLastModifiedBy :param idcs_prevented_operations: The value to assign to the idcs_prevented_operations property of this CloudGateServer. Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type idcs_prevented_operations: list[str] :param tags: The value to assign to the tags property of this CloudGateServer. :type tags: list[oci.identity_domains.models.Tags] :param delete_in_progress: The value to assign to the delete_in_progress property of this CloudGateServer. :type delete_in_progress: bool :param idcs_last_upgraded_in_release: The value to assign to the idcs_last_upgraded_in_release property of this CloudGateServer. :type idcs_last_upgraded_in_release: str :param domain_ocid: The value to assign to the domain_ocid property of this CloudGateServer. :type domain_ocid: str :param compartment_ocid: The value to assign to the compartment_ocid property of this CloudGateServer. :type compartment_ocid: str :param tenancy_ocid: The value to assign to the tenancy_ocid property of this CloudGateServer. :type tenancy_ocid: str :param is_opc_service: The value to assign to the is_opc_service property of this CloudGateServer. :type is_opc_service: bool :param description: The value to assign to the description property of this CloudGateServer. :type description: str :param display_name: The value to assign to the display_name property of this CloudGateServer. :type display_name: str :param host_name: The value to assign to the host_name property of this CloudGateServer. :type host_name: str :param port: The value to assign to the port property of this CloudGateServer. :type port: int :param ssl: The value to assign to the ssl property of this CloudGateServer. :type ssl: bool :param nginx_settings: The value to assign to the nginx_settings property of this CloudGateServer. :type nginx_settings: str :param cloud_gate: The value to assign to the cloud_gate property of this CloudGateServer. :type cloud_gate: oci.identity_domains.models.CloudGateServerCloudGate """ self.swagger_types = { "id": "str", "ocid": "str", "schemas": "list[str]", "meta": "Meta", "idcs_created_by": "IdcsCreatedBy", "idcs_last_modified_by": "IdcsLastModifiedBy", "idcs_prevented_operations": "list[str]", "tags": "list[Tags]", "delete_in_progress": "bool", "idcs_last_upgraded_in_release": "str", "domain_ocid": "str", "compartment_ocid": "str", "tenancy_ocid": "str", "is_opc_service": "bool", "description": "str", "display_name": "str", "host_name": "str", "port": "int", "ssl": "bool", "nginx_settings": "str", "cloud_gate": "CloudGateServerCloudGate", } self.attribute_map = { "id": "id", "ocid": "ocid", "schemas": "schemas", "meta": "meta", "idcs_created_by": "idcsCreatedBy", "idcs_last_modified_by": "idcsLastModifiedBy", "idcs_prevented_operations": "idcsPreventedOperations", "tags": "tags", "delete_in_progress": "deleteInProgress", "idcs_last_upgraded_in_release": "idcsLastUpgradedInRelease", "domain_ocid": "domainOcid", "compartment_ocid": "compartmentOcid", "tenancy_ocid": "tenancyOcid", "is_opc_service": "isOPCService", "description": "description", "display_name": "displayName", "host_name": "hostName", "port": "port", "ssl": "ssl", "nginx_settings": "nginxSettings", "cloud_gate": "cloudGate", } self._id = None self._ocid = None self._schemas = None self._meta = None self._idcs_created_by = None self._idcs_last_modified_by = None self._idcs_prevented_operations = None self._tags = None self._delete_in_progress = None self._idcs_last_upgraded_in_release = None self._domain_ocid = None self._compartment_ocid = None self._tenancy_ocid = None self._is_opc_service = None self._description = None self._display_name = None self._host_name = None self._port = None self._ssl = None self._nginx_settings = None self._cloud_gate = None @property def id(self): """ Gets the id of this CloudGateServer. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :return: The id of this CloudGateServer. :rtype: str """ return self._id @id.setter def id(self, id): """ Sets the id of this CloudGateServer. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :param id: The id of this CloudGateServer. :type: str """ self._id = id @property def ocid(self): """ Gets the ocid of this CloudGateServer. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :return: The ocid of this CloudGateServer. :rtype: str """ return self._ocid @ocid.setter def ocid(self, ocid): """ Sets the ocid of this CloudGateServer. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :param ocid: The ocid of this CloudGateServer. :type: str """ self._ocid = ocid @property def schemas(self): """ **[Required]** Gets the schemas of this CloudGateServer. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :return: The schemas of this CloudGateServer. :rtype: list[str] """ return self._schemas @schemas.setter def schemas(self, schemas): """ Sets the schemas of this CloudGateServer. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :param schemas: The schemas of this CloudGateServer. :type: list[str] """ self._schemas = schemas @property def meta(self): """ Gets the meta of this CloudGateServer. :return: The meta of this CloudGateServer. :rtype: oci.identity_domains.models.Meta """ return self._meta @meta.setter def meta(self, meta): """ Sets the meta of this CloudGateServer. :param meta: The meta of this CloudGateServer. :type: oci.identity_domains.models.Meta """ self._meta = meta @property def idcs_created_by(self): """ Gets the idcs_created_by of this CloudGateServer. :return: The idcs_created_by of this CloudGateServer. :rtype: oci.identity_domains.models.IdcsCreatedBy """ return self._idcs_created_by @idcs_created_by.setter def idcs_created_by(self, idcs_created_by): """ Sets the idcs_created_by of this CloudGateServer. :param idcs_created_by: The idcs_created_by of this CloudGateServer. :type: oci.identity_domains.models.IdcsCreatedBy """ self._idcs_created_by = idcs_created_by @property def idcs_last_modified_by(self): """ Gets the idcs_last_modified_by of this CloudGateServer. :return: The idcs_last_modified_by of this CloudGateServer. :rtype: oci.identity_domains.models.IdcsLastModifiedBy """ return self._idcs_last_modified_by @idcs_last_modified_by.setter def idcs_last_modified_by(self, idcs_last_modified_by): """ Sets the idcs_last_modified_by of this CloudGateServer. :param idcs_last_modified_by: The idcs_last_modified_by of this CloudGateServer. :type: oci.identity_domains.models.IdcsLastModifiedBy """ self._idcs_last_modified_by = idcs_last_modified_by @property def idcs_prevented_operations(self): """ Gets the idcs_prevented_operations of this CloudGateServer. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The idcs_prevented_operations of this CloudGateServer. :rtype: list[str] """ return self._idcs_prevented_operations @idcs_prevented_operations.setter def idcs_prevented_operations(self, idcs_prevented_operations): """ Sets the idcs_prevented_operations of this CloudGateServer. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_prevented_operations: The idcs_prevented_operations of this CloudGateServer. :type: list[str] """ allowed_values = ["replace", "update", "delete"] if idcs_prevented_operations: idcs_prevented_operations[:] = [ ( "UNKNOWN_ENUM_VALUE" if not value_allowed_none_or_none_sentinel(x, allowed_values) else x ) for x in idcs_prevented_operations ] self._idcs_prevented_operations = idcs_prevented_operations @property def tags(self): """ Gets the tags of this CloudGateServer. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :return: The tags of this CloudGateServer. :rtype: list[oci.identity_domains.models.Tags] """ return self._tags @tags.setter def tags(self, tags): """ Sets the tags of this CloudGateServer. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :param tags: The tags of this CloudGateServer. :type: list[oci.identity_domains.models.Tags] """ self._tags = tags @property def delete_in_progress(self): """ Gets the delete_in_progress of this CloudGateServer. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :return: The delete_in_progress of this CloudGateServer. :rtype: bool """ return self._delete_in_progress @delete_in_progress.setter def delete_in_progress(self, delete_in_progress): """ Sets the delete_in_progress of this CloudGateServer. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :param delete_in_progress: The delete_in_progress of this CloudGateServer. :type: bool """ self._delete_in_progress = delete_in_progress @property def idcs_last_upgraded_in_release(self): """ Gets the idcs_last_upgraded_in_release of this CloudGateServer. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :return: The idcs_last_upgraded_in_release of this CloudGateServer. :rtype: str """ return self._idcs_last_upgraded_in_release @idcs_last_upgraded_in_release.setter def idcs_last_upgraded_in_release(self, idcs_last_upgraded_in_release): """ Sets the idcs_last_upgraded_in_release of this CloudGateServer. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_last_upgraded_in_release: The idcs_last_upgraded_in_release of this CloudGateServer. :type: str """ self._idcs_last_upgraded_in_release = idcs_last_upgraded_in_release @property def domain_ocid(self): """ Gets the domain_ocid of this CloudGateServer. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The domain_ocid of this CloudGateServer. :rtype: str """ return self._domain_ocid @domain_ocid.setter def domain_ocid(self, domain_ocid): """ Sets the domain_ocid of this CloudGateServer. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param domain_ocid: The domain_ocid of this CloudGateServer. :type: str """ self._domain_ocid = domain_ocid @property def compartment_ocid(self): """ Gets the compartment_ocid of this CloudGateServer. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The compartment_ocid of this CloudGateServer. :rtype: str """ return self._compartment_ocid @compartment_ocid.setter def compartment_ocid(self, compartment_ocid): """ Sets the compartment_ocid of this CloudGateServer. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param compartment_ocid: The compartment_ocid of this CloudGateServer. :type: str """ self._compartment_ocid = compartment_ocid @property def tenancy_ocid(self): """ Gets the tenancy_ocid of this CloudGateServer. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The tenancy_ocid of this CloudGateServer. :rtype: str """ return self._tenancy_ocid @tenancy_ocid.setter def tenancy_ocid(self, tenancy_ocid): """ Sets the tenancy_ocid of this CloudGateServer. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param tenancy_ocid: The tenancy_ocid of this CloudGateServer. :type: str """ self._tenancy_ocid = tenancy_ocid @property def is_opc_service(self): """ Gets the is_opc_service of this CloudGateServer. Indicates whether this resource was created by OPC **Added In:** 19.3.3 **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: boolean - uniqueness: none :return: The is_opc_service of this CloudGateServer. :rtype: bool """ return self._is_opc_service @is_opc_service.setter def is_opc_service(self, is_opc_service): """ Sets the is_opc_service of this CloudGateServer. Indicates whether this resource was created by OPC **Added In:** 19.3.3 **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: boolean - uniqueness: none :param is_opc_service: The is_opc_service of this CloudGateServer. :type: bool """ self._is_opc_service = is_opc_service @property def description(self): """ Gets the description of this CloudGateServer. Brief description for this Cloud Gate server block **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :return: The description of this CloudGateServer. :rtype: str """ return self._description @description.setter def description(self, description): """ Sets the description of this CloudGateServer. Brief description for this Cloud Gate server block **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :param description: The description of this CloudGateServer. :type: str """ self._description = description @property def display_name(self): """ **[Required]** Gets the display_name of this CloudGateServer. Display name for the Server block **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: server :return: The display_name of this CloudGateServer. :rtype: str """ return self._display_name @display_name.setter def display_name(self, display_name): """ Sets the display_name of this CloudGateServer. Display name for the Server block **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: server :param display_name: The display_name of this CloudGateServer. :type: str """ self._display_name = display_name @property def host_name(self): """ **[Required]** Gets the host_name of this CloudGateServer. Hostname for the Server block **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: none :return: The host_name of this CloudGateServer. :rtype: str """ return self._host_name @host_name.setter def host_name(self, host_name): """ Sets the host_name of this CloudGateServer. Hostname for the Server block **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: none :param host_name: The host_name of this CloudGateServer. :type: str """ self._host_name = host_name @property def port(self): """ **[Required]** Gets the port of this CloudGateServer. Port for the Server Block **SCIM++ Properties:** - caseExact: true - idcsMaxValue: 65535 - idcsMinValue: 1 - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: integer - uniqueness: none :return: The port of this CloudGateServer. :rtype: int """ return self._port @port.setter def port(self, port): """ Sets the port of this CloudGateServer. Port for the Server Block **SCIM++ Properties:** - caseExact: true - idcsMaxValue: 65535 - idcsMinValue: 1 - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: integer - uniqueness: none :param port: The port of this CloudGateServer. :type: int """ self._port = port @property def ssl(self): """ **[Required]** Gets the ssl of this CloudGateServer. SSL flag for the Server Block **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: boolean - uniqueness: none :return: The ssl of this CloudGateServer. :rtype: bool """ return self._ssl @ssl.setter def ssl(self, ssl): """ Sets the ssl of this CloudGateServer. SSL flag for the Server Block **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: boolean - uniqueness: none :param ssl: The ssl of this CloudGateServer. :type: bool """ self._ssl = ssl @property def nginx_settings(self): """ Gets the nginx_settings of this CloudGateServer. More nginx Settings. JSON encoded text block **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :return: The nginx_settings of this CloudGateServer. :rtype: str """ return self._nginx_settings @nginx_settings.setter def nginx_settings(self, nginx_settings): """ Sets the nginx_settings of this CloudGateServer. More nginx Settings. JSON encoded text block **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :param nginx_settings: The nginx_settings of this CloudGateServer. :type: str """ self._nginx_settings = nginx_settings @property def cloud_gate(self): """ **[Required]** Gets the cloud_gate of this CloudGateServer. :return: The cloud_gate of this CloudGateServer. :rtype: oci.identity_domains.models.CloudGateServerCloudGate """ return self._cloud_gate @cloud_gate.setter def cloud_gate(self, cloud_gate): """ Sets the cloud_gate of this CloudGateServer. :param cloud_gate: The cloud_gate of this CloudGateServer. :type: oci.identity_domains.models.CloudGateServerCloudGate """ self._cloud_gate = cloud_gate def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other
data/oci-2.122.0/src/oci/identity_domains/models/cloud_gate_server.py
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9,023
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'EngineModelArgs' LOAD_CONST 'EngineModel' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object EngineModelArgs at 0x7faa50d94f60, file "f.py", line 13> LOAD_CONST 'EngineModelArgs' MAKE_FUNCTION LOAD_CONST 'EngineModelArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME EngineModelArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _EngineModelState at 0x7faa5efb6ed0, file "f.py", line 178> LOAD_CONST '_EngineModelState' MAKE_FUNCTION LOAD_CONST '_EngineModelState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _EngineModelState LOAD_BUILD_CLASS LOAD_CONST <code object EngineModel at 0x7faa74b6cdb0, file "f.py", line 385> LOAD_CONST 'EngineModel' MAKE_FUNCTION LOAD_CONST 'EngineModel' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME EngineModel LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EngineModelArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('default_version', 'description', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'regions') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('default_version', 'description', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'regions') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab42131660, file "f.py", line 15> LOAD_CONST 'EngineModelArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'defaultVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_version at 0x7fab421318a0, file "f.py", line 68> LOAD_CONST 'EngineModelArgs.default_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME default_version LOAD_NAME default_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_version at 0x7faa761ee420, file "f.py", line 80> LOAD_CONST 'EngineModelArgs.default_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa761ee540, file "f.py", line 86> LOAD_CONST 'EngineModelArgs.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa761eeed0, file "f.py", line 94> LOAD_CONST 'EngineModelArgs.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa761eed20, file "f.py", line 98> LOAD_CONST 'EngineModelArgs.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa761eef60, file "f.py", line 108> LOAD_CONST 'EngineModelArgs.labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa761eeae0, file "f.py", line 112> LOAD_CONST 'EngineModelArgs.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa761ee270, file "f.py", line 123> LOAD_CONST 'EngineModelArgs.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionConsoleLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_console_logging at 0x7faa761ee150, file "f.py", line 127> LOAD_CONST 'EngineModelArgs.online_prediction_console_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_console_logging LOAD_NAME online_prediction_console_logging LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_console_logging at 0x7faa761ee5d0, file "f.py", line 135> LOAD_CONST 'EngineModelArgs.online_prediction_console_logging' MAKE_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_console_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_logging at 0x7faa761ee780, file "f.py", line 139> LOAD_CONST 'EngineModelArgs.online_prediction_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_logging LOAD_NAME online_prediction_logging LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_logging at 0x7faa761ee1e0, file "f.py", line 147> LOAD_CONST 'EngineModelArgs.online_prediction_logging' MAKE_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa761ee390, file "f.py", line 151> LOAD_CONST 'EngineModelArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa761ee930, file "f.py", line 160> LOAD_CONST 'EngineModelArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object regions at 0x7faa761eec90, file "f.py", line 164> LOAD_CONST 'EngineModelArgs.regions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME regions LOAD_NAME regions LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object regions at 0x7fae471296f0, file "f.py", line 173> LOAD_CONST 'EngineModelArgs.regions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME regions LOAD_CONST None RETURN_VALUE LOAD_FAST default_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'default_version' LOAD_FAST default_version CALL_METHOD POP_TOP LOAD_FAST description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'description' LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'labels' LOAD_FAST labels CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST online_prediction_console_logging LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'online_prediction_console_logging' LOAD_FAST online_prediction_console_logging CALL_METHOD POP_TOP LOAD_FAST online_prediction_logging LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'online_prediction_logging' LOAD_FAST online_prediction_logging CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_FAST regions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'regions' LOAD_FAST regions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'default_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'default_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_console_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'online_prediction_console_logging' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'online_prediction_logging' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'regions' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'regions' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_EngineModelState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('default_version', 'description', 'effective_labels', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'pulumi_labels', 'regions') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('default_version', 'description', 'effective_labels', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'pulumi_labels', 'regions') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa50d94270, file "f.py", line 180> LOAD_CONST '_EngineModelState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'defaultVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_version at 0x7faa50d94300, file "f.py", line 244> LOAD_CONST '_EngineModelState.default_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME default_version LOAD_NAME default_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_version at 0x7faa50d945d0, file "f.py", line 256> LOAD_CONST '_EngineModelState.default_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa50d949c0, file "f.py", line 262> LOAD_CONST '_EngineModelState.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa50d94a50, file "f.py", line 270> LOAD_CONST '_EngineModelState.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'effectiveLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7faa50d946f0, file "f.py", line 274> LOAD_CONST '_EngineModelState.effective_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME effective_labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7faa50d94780, file "f.py", line 284> LOAD_CONST '_EngineModelState.effective_labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa50d94390, file "f.py", line 290> LOAD_CONST '_EngineModelState.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa50d94540, file "f.py", line 300> LOAD_CONST '_EngineModelState.labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa50d94660, file "f.py", line 304> LOAD_CONST '_EngineModelState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa50d944b0, file "f.py", line 315> LOAD_CONST '_EngineModelState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionConsoleLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_console_logging at 0x7faa5efb6390, file "f.py", line 319> LOAD_CONST '_EngineModelState.online_prediction_console_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_console_logging LOAD_NAME online_prediction_console_logging LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_console_logging at 0x7faa5efb6780, file "f.py", line 327> LOAD_CONST '_EngineModelState.online_prediction_console_logging' MAKE_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_console_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_logging at 0x7faa5efb6660, file "f.py", line 331> LOAD_CONST '_EngineModelState.online_prediction_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_logging LOAD_NAME online_prediction_logging LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_logging at 0x7faa5efb6e40, file "f.py", line 339> LOAD_CONST '_EngineModelState.online_prediction_logging' MAKE_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5efb6f60, file "f.py", line 343> LOAD_CONST '_EngineModelState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5efb6150, file "f.py", line 352> LOAD_CONST '_EngineModelState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pulumiLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7faa5efb6030, file "f.py", line 356> LOAD_CONST '_EngineModelState.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME pulumi_labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7faa5efb6b70, file "f.py", line 365> LOAD_CONST '_EngineModelState.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object regions at 0x7faa5efb6270, file "f.py", line 371> LOAD_CONST '_EngineModelState.regions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME regions LOAD_NAME regions LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object regions at 0x7faa5efb6c90, file "f.py", line 380> LOAD_CONST '_EngineModelState.regions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME regions LOAD_CONST None RETURN_VALUE LOAD_FAST default_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'default_version' LOAD_FAST default_version CALL_METHOD POP_TOP LOAD_FAST description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'description' LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST effective_labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'effective_labels' LOAD_FAST effective_labels CALL_METHOD POP_TOP LOAD_FAST labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'labels' LOAD_FAST labels CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST online_prediction_console_logging LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'online_prediction_console_logging' LOAD_FAST online_prediction_console_logging CALL_METHOD POP_TOP LOAD_FAST online_prediction_logging LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'online_prediction_logging' LOAD_FAST online_prediction_logging CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_FAST pulumi_labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pulumi_labels' LOAD_FAST pulumi_labels CALL_METHOD POP_TOP LOAD_FAST regions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'regions' LOAD_FAST regions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'default_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'default_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'effective_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'effective_labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_console_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'online_prediction_console_logging' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'online_prediction_logging' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pulumi_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pulumi_labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'regions' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'regions' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EngineModel' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'default_version', 'description', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'regions') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5efb6300, file "f.py", line 386> LOAD_CONST 'EngineModel.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME EngineModelArgs BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5efb69c0, file "f.py", line 484> LOAD_CONST 'EngineModel.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5efb6540, file "f.py", line 556> LOAD_CONST 'EngineModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'default_version', 'description', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'regions') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa5efb68a0, file "f.py", line 565> LOAD_CONST 'EngineModel._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'EngineModelDefaultVersionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'EngineModel' LOAD_CONST ('resource_name', 'id', 'opts', 'default_version', 'description', 'effective_labels', 'labels', 'name', 'online_prediction_console_logging', 'online_prediction_logging', 'project', 'pulumi_labels', 'regions', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa5efb61e0, file "f.py", line 615> LOAD_CONST 'EngineModel.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'defaultVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.EngineModelDefaultVersion' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_version at 0x7faa74b6c0c0, file "f.py", line 681> LOAD_CONST 'EngineModel.default_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME default_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa74b6c8a0, file "f.py", line 693> LOAD_CONST 'EngineModel.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'effectiveLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7faa74b6c5d0, file "f.py", line 701> LOAD_CONST 'EngineModel.effective_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa74b6ce40, file "f.py", line 709> LOAD_CONST 'EngineModel.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa74b6c660, file "f.py", line 719> LOAD_CONST 'EngineModel.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionConsoleLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_console_logging at 0x7faa74b6c390, file "f.py", line 730> LOAD_CONST 'EngineModel.online_prediction_console_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_console_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'onlinePredictionLogging' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object online_prediction_logging at 0x7faa74b6c150, file "f.py", line 738> LOAD_CONST 'EngineModel.online_prediction_logging' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME online_prediction_logging LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa74b6cb70, file "f.py", line 746> LOAD_CONST 'EngineModel.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pulumiLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7faa74b6c930, file "f.py", line 755> LOAD_CONST 'EngineModel.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object regions at 0x7faa74b6c270, file "f.py", line 764> LOAD_CONST 'EngineModel.regions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME regions LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL EngineModelArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL EngineModelArgs LOAD_METHOD __new__ LOAD_GLOBAL EngineModelArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST default_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'default_version' STORE_SUBSCR LOAD_FAST description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'description' STORE_SUBSCR LOAD_FAST labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'labels' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST online_prediction_console_logging LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'online_prediction_console_logging' STORE_SUBSCR LOAD_FAST online_prediction_logging LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'online_prediction_logging' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST regions LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'regions' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'effective_labels' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pulumi_labels' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_CONST 'effectiveLabels' LOAD_CONST 'pulumiLabels' BUILD_LIST LOAD_CONST ('additional_secret_outputs',) CALL_FUNCTION STORE_FAST secret_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST secret_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL EngineModel LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:ml/engineModel:EngineModel' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _EngineModelState LOAD_METHOD __new__ LOAD_GLOBAL _EngineModelState CALL_METHOD STORE_FAST __props__ LOAD_FAST default_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'default_version' STORE_SUBSCR LOAD_FAST description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'description' STORE_SUBSCR LOAD_FAST effective_labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'effective_labels' STORE_SUBSCR LOAD_FAST labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'labels' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST online_prediction_console_logging LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'online_prediction_console_logging' STORE_SUBSCR LOAD_FAST online_prediction_logging LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'online_prediction_logging' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST pulumi_labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pulumi_labels' STORE_SUBSCR LOAD_FAST regions LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'regions' STORE_SUBSCR LOAD_GLOBAL EngineModel LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'default_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'effective_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_console_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'online_prediction_logging' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pulumi_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'regions' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["EngineModelArgs", "EngineModel"] @pulumi.input_type class EngineModelArgs: def __init__( __self__, *, default_version: Optional[pulumi.Input["EngineModelDefaultVersionArgs"]] = None, description: Optional[pulumi.Input[str]] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, online_prediction_console_logging: Optional[pulumi.Input[bool]] = None, online_prediction_logging: Optional[pulumi.Input[bool]] = None, project: Optional[pulumi.Input[str]] = None, regions: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a EngineModel resource. :param pulumi.Input['EngineModelDefaultVersionArgs'] default_version: The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. :param pulumi.Input[str] description: The description specified for the model when it was created. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] name: The name specified for the model. - - - :param pulumi.Input[bool] online_prediction_console_logging: If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging :param pulumi.Input[bool] online_prediction_logging: If true, online prediction access logs are sent to StackDriver Logging. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[str] regions: The list of regions where the model is going to be deployed. Currently only one region per model is supported """ if default_version is not None: pulumi.set(__self__, "default_version", default_version) if description is not None: pulumi.set(__self__, "description", description) if labels is not None: pulumi.set(__self__, "labels", labels) if name is not None: pulumi.set(__self__, "name", name) if online_prediction_console_logging is not None: pulumi.set( __self__, "online_prediction_console_logging", online_prediction_console_logging, ) if online_prediction_logging is not None: pulumi.set(__self__, "online_prediction_logging", online_prediction_logging) if project is not None: pulumi.set(__self__, "project", project) if regions is not None: pulumi.set(__self__, "regions", regions) @property @pulumi.getter(name="defaultVersion") def default_version( self, ) -> Optional[pulumi.Input["EngineModelDefaultVersionArgs"]]: """ The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. """ return pulumi.get(self, "default_version") @default_version.setter def default_version( self, value: Optional[pulumi.Input["EngineModelDefaultVersionArgs"]] ): pulumi.set(self, "default_version", value) @property @pulumi.getter def description(self) -> Optional[pulumi.Input[str]]: """ The description specified for the model when it was created. """ return pulumi.get(self, "description") @description.setter def description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "description", value) @property @pulumi.getter def labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @labels.setter def labels(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "labels", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The name specified for the model. - - - """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="onlinePredictionConsoleLogging") def online_prediction_console_logging(self) -> Optional[pulumi.Input[bool]]: """ If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging """ return pulumi.get(self, "online_prediction_console_logging") @online_prediction_console_logging.setter def online_prediction_console_logging(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "online_prediction_console_logging", value) @property @pulumi.getter(name="onlinePredictionLogging") def online_prediction_logging(self) -> Optional[pulumi.Input[bool]]: """ If true, online prediction access logs are sent to StackDriver Logging. """ return pulumi.get(self, "online_prediction_logging") @online_prediction_logging.setter def online_prediction_logging(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "online_prediction_logging", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @property @pulumi.getter def regions(self) -> Optional[pulumi.Input[str]]: """ The list of regions where the model is going to be deployed. Currently only one region per model is supported """ return pulumi.get(self, "regions") @regions.setter def regions(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "regions", value) @pulumi.input_type class _EngineModelState: def __init__( __self__, *, default_version: Optional[pulumi.Input["EngineModelDefaultVersionArgs"]] = None, description: Optional[pulumi.Input[str]] = None, effective_labels: Optional[ pulumi.Input[Mapping[str, pulumi.Input[str]]] ] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, online_prediction_console_logging: Optional[pulumi.Input[bool]] = None, online_prediction_logging: Optional[pulumi.Input[bool]] = None, project: Optional[pulumi.Input[str]] = None, pulumi_labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, regions: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering EngineModel resources. :param pulumi.Input['EngineModelDefaultVersionArgs'] default_version: The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. :param pulumi.Input[str] description: The description specified for the model when it was created. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] effective_labels: All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] name: The name specified for the model. - - - :param pulumi.Input[bool] online_prediction_console_logging: If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging :param pulumi.Input[bool] online_prediction_logging: If true, online prediction access logs are sent to StackDriver Logging. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] pulumi_labels: The combination of labels configured directly on the resource and default labels configured on the provider. :param pulumi.Input[str] regions: The list of regions where the model is going to be deployed. Currently only one region per model is supported """ if default_version is not None: pulumi.set(__self__, "default_version", default_version) if description is not None: pulumi.set(__self__, "description", description) if effective_labels is not None: pulumi.set(__self__, "effective_labels", effective_labels) if labels is not None: pulumi.set(__self__, "labels", labels) if name is not None: pulumi.set(__self__, "name", name) if online_prediction_console_logging is not None: pulumi.set( __self__, "online_prediction_console_logging", online_prediction_console_logging, ) if online_prediction_logging is not None: pulumi.set(__self__, "online_prediction_logging", online_prediction_logging) if project is not None: pulumi.set(__self__, "project", project) if pulumi_labels is not None: pulumi.set(__self__, "pulumi_labels", pulumi_labels) if regions is not None: pulumi.set(__self__, "regions", regions) @property @pulumi.getter(name="defaultVersion") def default_version( self, ) -> Optional[pulumi.Input["EngineModelDefaultVersionArgs"]]: """ The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. """ return pulumi.get(self, "default_version") @default_version.setter def default_version( self, value: Optional[pulumi.Input["EngineModelDefaultVersionArgs"]] ): pulumi.set(self, "default_version", value) @property @pulumi.getter def description(self) -> Optional[pulumi.Input[str]]: """ The description specified for the model when it was created. """ return pulumi.get(self, "description") @description.setter def description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "description", value) @property @pulumi.getter(name="effectiveLabels") def effective_labels( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. """ return pulumi.get(self, "effective_labels") @effective_labels.setter def effective_labels( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "effective_labels", value) @property @pulumi.getter def labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @labels.setter def labels(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "labels", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The name specified for the model. - - - """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="onlinePredictionConsoleLogging") def online_prediction_console_logging(self) -> Optional[pulumi.Input[bool]]: """ If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging """ return pulumi.get(self, "online_prediction_console_logging") @online_prediction_console_logging.setter def online_prediction_console_logging(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "online_prediction_console_logging", value) @property @pulumi.getter(name="onlinePredictionLogging") def online_prediction_logging(self) -> Optional[pulumi.Input[bool]]: """ If true, online prediction access logs are sent to StackDriver Logging. """ return pulumi.get(self, "online_prediction_logging") @online_prediction_logging.setter def online_prediction_logging(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "online_prediction_logging", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @property @pulumi.getter(name="pulumiLabels") def pulumi_labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ The combination of labels configured directly on the resource and default labels configured on the provider. """ return pulumi.get(self, "pulumi_labels") @pulumi_labels.setter def pulumi_labels( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "pulumi_labels", value) @property @pulumi.getter def regions(self) -> Optional[pulumi.Input[str]]: """ The list of regions where the model is going to be deployed. Currently only one region per model is supported """ return pulumi.get(self, "regions") @regions.setter def regions(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "regions", value) class EngineModel(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, default_version: Optional[ pulumi.Input[pulumi.InputType["EngineModelDefaultVersionArgs"]] ] = None, description: Optional[pulumi.Input[str]] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, online_prediction_console_logging: Optional[pulumi.Input[bool]] = None, online_prediction_logging: Optional[pulumi.Input[bool]] = None, project: Optional[pulumi.Input[str]] = None, regions: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Represents a machine learning solution. A model can have multiple versions, each of which is a deployed, trained model ready to receive prediction requests. The model itself is just a container. To get more information about Model, see: * [API documentation](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models) * How-to Guides * [Official Documentation](https://cloud.google.com/ai-platform/prediction/docs/deploying-models) ```python import pulumi import pulumi_gcp as gcp default = gcp.ml.EngineModel("default", description="My model", regions="us-central1") ``` ```python import pulumi import pulumi_gcp as gcp default = gcp.ml.EngineModel("default", description="My model", labels={ "my_model": "foo", }, online_prediction_console_logging=True, online_prediction_logging=True, regions="us-central1") ``` Model can be imported using any of these accepted formats: * `projects/{{project}}/models/{{name}}` * `{{project}}/{{name}}` * `{{name}}` When using the `pulumi import` command, Model can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:ml/engineModel:EngineModel default projects/{{project}}/models/{{name}} ``` ```sh $ pulumi import gcp:ml/engineModel:EngineModel default {{project}}/{{name}} ``` ```sh $ pulumi import gcp:ml/engineModel:EngineModel default {{name}} ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[pulumi.InputType['EngineModelDefaultVersionArgs']] default_version: The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. :param pulumi.Input[str] description: The description specified for the model when it was created. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] name: The name specified for the model. - - - :param pulumi.Input[bool] online_prediction_console_logging: If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging :param pulumi.Input[bool] online_prediction_logging: If true, online prediction access logs are sent to StackDriver Logging. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[str] regions: The list of regions where the model is going to be deployed. Currently only one region per model is supported """ ... @overload def __init__( __self__, resource_name: str, args: Optional[EngineModelArgs] = None, opts: Optional[pulumi.ResourceOptions] = None, ): """ Represents a machine learning solution. A model can have multiple versions, each of which is a deployed, trained model ready to receive prediction requests. The model itself is just a container. To get more information about Model, see: * [API documentation](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models) * How-to Guides * [Official Documentation](https://cloud.google.com/ai-platform/prediction/docs/deploying-models) ```python import pulumi import pulumi_gcp as gcp default = gcp.ml.EngineModel("default", description="My model", regions="us-central1") ``` ```python import pulumi import pulumi_gcp as gcp default = gcp.ml.EngineModel("default", description="My model", labels={ "my_model": "foo", }, online_prediction_console_logging=True, online_prediction_logging=True, regions="us-central1") ``` Model can be imported using any of these accepted formats: * `projects/{{project}}/models/{{name}}` * `{{project}}/{{name}}` * `{{name}}` When using the `pulumi import` command, Model can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:ml/engineModel:EngineModel default projects/{{project}}/models/{{name}} ``` ```sh $ pulumi import gcp:ml/engineModel:EngineModel default {{project}}/{{name}} ``` ```sh $ pulumi import gcp:ml/engineModel:EngineModel default {{name}} ``` :param str resource_name: The name of the resource. :param EngineModelArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( EngineModelArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, default_version: Optional[ pulumi.Input[pulumi.InputType["EngineModelDefaultVersionArgs"]] ] = None, description: Optional[pulumi.Input[str]] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, online_prediction_console_logging: Optional[pulumi.Input[bool]] = None, online_prediction_logging: Optional[pulumi.Input[bool]] = None, project: Optional[pulumi.Input[str]] = None, regions: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = EngineModelArgs.__new__(EngineModelArgs) __props__.__dict__["default_version"] = default_version __props__.__dict__["description"] = description __props__.__dict__["labels"] = labels __props__.__dict__["name"] = name __props__.__dict__[ "online_prediction_console_logging" ] = online_prediction_console_logging __props__.__dict__["online_prediction_logging"] = online_prediction_logging __props__.__dict__["project"] = project __props__.__dict__["regions"] = regions __props__.__dict__["effective_labels"] = None __props__.__dict__["pulumi_labels"] = None secret_opts = pulumi.ResourceOptions( additional_secret_outputs=["effectiveLabels", "pulumiLabels"] ) opts = pulumi.ResourceOptions.merge(opts, secret_opts) super(EngineModel, __self__).__init__( "gcp:ml/engineModel:EngineModel", resource_name, __props__, opts ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, default_version: Optional[ pulumi.Input[pulumi.InputType["EngineModelDefaultVersionArgs"]] ] = None, description: Optional[pulumi.Input[str]] = None, effective_labels: Optional[ pulumi.Input[Mapping[str, pulumi.Input[str]]] ] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, online_prediction_console_logging: Optional[pulumi.Input[bool]] = None, online_prediction_logging: Optional[pulumi.Input[bool]] = None, project: Optional[pulumi.Input[str]] = None, pulumi_labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, regions: Optional[pulumi.Input[str]] = None, ) -> "EngineModel": """ Get an existing EngineModel resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[pulumi.InputType['EngineModelDefaultVersionArgs']] default_version: The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. :param pulumi.Input[str] description: The description specified for the model when it was created. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] effective_labels: All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] name: The name specified for the model. - - - :param pulumi.Input[bool] online_prediction_console_logging: If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging :param pulumi.Input[bool] online_prediction_logging: If true, online prediction access logs are sent to StackDriver Logging. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] pulumi_labels: The combination of labels configured directly on the resource and default labels configured on the provider. :param pulumi.Input[str] regions: The list of regions where the model is going to be deployed. Currently only one region per model is supported """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _EngineModelState.__new__(_EngineModelState) __props__.__dict__["default_version"] = default_version __props__.__dict__["description"] = description __props__.__dict__["effective_labels"] = effective_labels __props__.__dict__["labels"] = labels __props__.__dict__["name"] = name __props__.__dict__[ "online_prediction_console_logging" ] = online_prediction_console_logging __props__.__dict__["online_prediction_logging"] = online_prediction_logging __props__.__dict__["project"] = project __props__.__dict__["pulumi_labels"] = pulumi_labels __props__.__dict__["regions"] = regions return EngineModel(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="defaultVersion") def default_version( self, ) -> pulumi.Output[Optional["outputs.EngineModelDefaultVersion"]]: """ The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below. """ return pulumi.get(self, "default_version") @property @pulumi.getter def description(self) -> pulumi.Output[Optional[str]]: """ The description specified for the model when it was created. """ return pulumi.get(self, "description") @property @pulumi.getter(name="effectiveLabels") def effective_labels(self) -> pulumi.Output[Mapping[str, str]]: """ All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. """ return pulumi.get(self, "effective_labels") @property @pulumi.getter def labels(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ One or more labels that you can add, to organize your models. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ The name specified for the model. - - - """ return pulumi.get(self, "name") @property @pulumi.getter(name="onlinePredictionConsoleLogging") def online_prediction_console_logging(self) -> pulumi.Output[Optional[bool]]: """ If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging """ return pulumi.get(self, "online_prediction_console_logging") @property @pulumi.getter(name="onlinePredictionLogging") def online_prediction_logging(self) -> pulumi.Output[Optional[bool]]: """ If true, online prediction access logs are sent to StackDriver Logging. """ return pulumi.get(self, "online_prediction_logging") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @property @pulumi.getter(name="pulumiLabels") def pulumi_labels(self) -> pulumi.Output[Mapping[str, str]]: """ The combination of labels configured directly on the resource and default labels configured on the provider. """ return pulumi.get(self, "pulumi_labels") @property @pulumi.getter def regions(self) -> pulumi.Output[Optional[str]]: """ The list of regions where the model is going to be deployed. Currently only one region per model is supported """ return pulumi.get(self, "regions")
data/pulumi_gcp-7.9.0/pulumi_gcp/ml/engine_model.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_NAME traceback LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('getLogger',) IMPORT_NAME logging IMPORT_FROM getLogger STORE_NAME getLogger POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('coo_matrix',) IMPORT_NAME scipy.sparse IMPORT_FROM coo_matrix STORE_NAME coo_matrix POP_TOP LOAD_CONST 0 LOAD_CONST ('SparseTensorProto', 'ValueInfoProto') IMPORT_NAME onnx IMPORT_FROM SparseTensorProto STORE_NAME SparseTensorProto IMPORT_FROM ValueInfoProto STORE_NAME ValueInfoProto POP_TOP LOAD_CONST 0 LOAD_CONST ('onnx_opset_version', 'get_all_schemas_with_history') IMPORT_NAME onnx.defs IMPORT_FROM onnx_opset_version STORE_NAME onnx_opset_version IMPORT_FROM get_all_schemas_with_history STORE_NAME get_all_schemas_with_history POP_TOP LOAD_CONST 0 LOAD_CONST ('make_node', 'make_tensor', 'make_attribute', 'make_sparse_tensor') IMPORT_NAME onnx.helper IMPORT_FROM make_node STORE_NAME make_node IMPORT_FROM make_tensor STORE_NAME make_tensor IMPORT_FROM make_attribute STORE_NAME make_attribute IMPORT_FROM make_sparse_tensor STORE_NAME make_sparse_tensor POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME onnx.onnx_cpp2py_export.defs IMPORT_FROM onnx_cpp2py_export ROT_TWO POP_TOP IMPORT_FROM defs STORE_NAME C POP_TOP LOAD_CONST 0 LOAD_CONST ('__dict__',) IMPORT_NAME onnxconverter_common.onnx_ops IMPORT_FROM __dict__ STORE_NAME dict_apply_operation POP_TOP LOAD_CONST 2 LOAD_CONST ('TensorProto',) IMPORT_NAME proto IMPORT_FROM TensorProto STORE_NAME TensorProto POP_TOP LOAD_CONST 1 LOAD_CONST ('get_domain',) IMPORT_NAME utils IMPORT_FROM get_domain STORE_NAME get_domain POP_TOP LOAD_NAME getLogger LOAD_CONST 'skl2onnx' CALL_FUNCTION STORE_NAME logger LOAD_CONST (True,) LOAD_CONST <code object _get_operation_list at 0x7fab42231c90, file "f.py", line 22> LOAD_CONST '_get_operation_list' MAKE_FUNCTION STORE_NAME _get_operation_list LOAD_CONST <code object _build_options at 0x7fab42231c00, file "f.py", line 56> LOAD_CONST '_build_options' MAKE_FUNCTION STORE_NAME _build_options LOAD_NAME _get_operation_list CALL_FUNCTION STORE_NAME _apply_operation_specific LOAD_BUILD_CLASS LOAD_CONST <code object _WhiteBlackContainer at 0x7fab42231f60, file "f.py", line 91> LOAD_CONST '_WhiteBlackContainer' MAKE_FUNCTION LOAD_CONST '_WhiteBlackContainer' CALL_FUNCTION STORE_NAME _WhiteBlackContainer LOAD_BUILD_CLASS LOAD_CONST <code object RawModelContainerNode at 0x7fab41751c00, file "f.py", line 130> LOAD_CONST 'RawModelContainerNode' MAKE_FUNCTION LOAD_CONST 'RawModelContainerNode' LOAD_NAME _WhiteBlackContainer CALL_FUNCTION STORE_NAME RawModelContainerNode LOAD_BUILD_CLASS LOAD_CONST <code object SklearnModelContainerNode at 0x7fab41751660, file "f.py", line 169> LOAD_CONST 'SklearnModelContainerNode' MAKE_FUNCTION LOAD_CONST 'SklearnModelContainerNode' LOAD_NAME RawModelContainerNode CALL_FUNCTION STORE_NAME SklearnModelContainerNode LOAD_BUILD_CLASS LOAD_CONST <code object ModelComponentContainer at 0x7fab42796ae0, file "f.py", line 201> LOAD_CONST 'ModelComponentContainer' MAKE_FUNCTION LOAD_CONST 'ModelComponentContainer' LOAD_NAME _WhiteBlackContainer CALL_FUNCTION STORE_NAME ModelComponentContainer LOAD_CONST None RETURN_VALUE LOAD_FAST use_shortlist POP_JUMP_IF_FALSE LOAD_CONST 'Clip' LOAD_CONST 'Normalizer' LOAD_CONST 'Upsample' BUILD_SET STORE_FAST shortlist JUMP_FORWARD to 20 LOAD_CONST None STORE_FAST shortlist LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST "container.add_node[(]'([A-Z][a-zA-Z0-9]*)', \\[?input_name" CALL_METHOD LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST "container.add_node[(]'([A-Z][a-zA-Z0-9]*)', \\[\\]" CALL_METHOD LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST "container.add_node[(]'([A-Z][a-zA-Z0-9]*)', inputs" CALL_METHOD LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST "scope, '([A-Z][a-zA-Z0-9]*)', \\[?input_name" CALL_METHOD LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST "op_type = '([A-Z][a-zA-Z0-9]*)'" CALL_METHOD BUILD_LIST STORE_FAST regs BUILD_MAP STORE_FAST res SETUP_LOOP to 196 LOAD_GLOBAL dict_apply_operation LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 194 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_METHOD startswith LOAD_CONST 'apply_' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL callable LOAD_FAST v CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST found LOAD_GLOBAL inspect LOAD_METHOD getsource LOAD_FAST v CALL_METHOD STORE_FAST source SETUP_LOOP to 160 LOAD_FAST regs GET_ITER FOR_ITER to 158 STORE_FAST reg LOAD_FAST reg LOAD_METHOD search LOAD_FAST source CALL_METHOD STORE_FAST g LOAD_FAST g POP_JUMP_IF_FALSE LOAD_FAST g LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST found BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST found LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST shortlist POP_JUMP_IF_FALSE LOAD_FAST found LOAD_FAST shortlist COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST v LOAD_FAST res LOAD_FAST found STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST res RETURN_VALUE LOAD_FAST default_values LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP JUMP_FORWARD to 14 LOAD_FAST default_values STORE_FAST opts LOAD_FAST defined_options LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_METHOD update LOAD_FAST defined_options LOAD_METHOD get LOAD_GLOBAL type LOAD_FAST model CALL_FUNCTION BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD update LOAD_FAST defined_options LOAD_METHOD get LOAD_GLOBAL id LOAD_FAST model CALL_FUNCTION BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST allowed_options LOAD_CONST (None, 'passthrough') COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_LOOP to 254 LOAD_FAST opts LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 198 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_FAST allowed_options COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST fail POP_JUMP_IF_FALSE LOAD_GLOBAL NameError LOAD_CONST "Option '{}' not in {} for class '{}'." LOAD_METHOD format LOAD_FAST k LOAD_GLOBAL list LOAD_GLOBAL sorted LOAD_FAST allowed_options CALL_FUNCTION CALL_FUNCTION LOAD_FAST model LOAD_ATTR __class__ LOAD_ATTR __name__ CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST allowed_options LOAD_FAST k BINARY_SUBSCR STORE_FAST allowed LOAD_FAST allowed LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST allowed COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "Unexpected value [{!r}] for option '{}' (it must be in {}) for model '{}'." LOAD_METHOD format LOAD_FAST v LOAD_FAST k LOAD_FAST allowed LOAD_FAST model LOAD_ATTR __class__ LOAD_ATTR __name__ CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 254 LOAD_FAST fail POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST opts CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST allowed_options LOAD_CONST 'passthrough' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "Options {} are not registerd for model '{}'." LOAD_METHOD format LOAD_GLOBAL list LOAD_GLOBAL sorted LOAD_FAST opts CALL_FUNCTION CALL_FUNCTION LOAD_FAST model LOAD_ATTR __class__ LOAD_ATTR __name__ CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_WhiteBlackContainer' STORE_NAME __qualname__ LOAD_CONST (None, None, 0) LOAD_CONST <code object __init__ at 0x7fab422314b0, file "f.py", line 92> LOAD_CONST '_WhiteBlackContainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object is_allowed at 0x7fab422311e0, file "f.py", line 97> LOAD_CONST '_WhiteBlackContainer.is_allowed' MAKE_FUNCTION STORE_NAME is_allowed LOAD_CONST <code object check_white_black_list at 0x7fab422319c0, file "f.py", line 109> LOAD_CONST '_WhiteBlackContainer.check_white_black_list' MAKE_FUNCTION STORE_NAME check_white_black_list LOAD_CONST <code object debug at 0x7fab42231270, file "f.py", line 123> LOAD_CONST '_WhiteBlackContainer.debug' MAKE_FUNCTION STORE_NAME debug LOAD_CONST None RETURN_VALUE LOAD_FAST white_op LOAD_FAST self STORE_ATTR _white_op LOAD_FAST black_op LOAD_FAST self STORE_ATTR _black_op LOAD_FAST verbose LOAD_FAST self STORE_ATTR verbose LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST node_type LOAD_GLOBAL list LOAD_GLOBAL tuple LOAD_GLOBAL set BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR is_allowed LOAD_FAST node_type CALL_FUNCTION CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 48 LOAD_FAST self LOAD_METHOD check_white_black_list LOAD_FAST node_type CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE DUP_TOP LOAD_GLOBAL RuntimeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _white_op POP_JUMP_IF_FALSE LOAD_FAST node_type LOAD_FAST self LOAD_ATTR _white_op COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "Operator '{}' is not white listed." LOAD_METHOD format LOAD_FAST node_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _black_op POP_JUMP_IF_FALSE LOAD_FAST node_type LOAD_FAST self LOAD_ATTR _black_op COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "Operator '{}' is black listed." LOAD_METHOD format LOAD_FAST node_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logger LOAD_ATTR debug LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RawModelContainerNode' STORE_NAME __qualname__ LOAD_CONST '\n This node is the carrier of the model we want to convert.\n It provides an abstract layer so that our parsing\n framework can work with models generated by different tools.\n ' STORE_NAME __doc__ LOAD_CONST (None, None, 0) LOAD_CONST <code object __init__ at 0x7fab41751db0, file "f.py", line 137> LOAD_CONST 'RawModelContainerNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object raw_model at 0x7fab417519c0, file "f.py", line 146> LOAD_CONST 'RawModelContainerNode.raw_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME raw_model LOAD_NAME property LOAD_CONST <code object input_names at 0x7fab41751270, file "f.py", line 150> LOAD_CONST 'RawModelContainerNode.input_names' MAKE_FUNCTION CALL_FUNCTION STORE_NAME input_names LOAD_NAME property LOAD_CONST <code object output_names at 0x7fab41751ae0, file "f.py", line 159> LOAD_CONST 'RawModelContainerNode.output_names' MAKE_FUNCTION CALL_FUNCTION STORE_NAME output_names LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _WhiteBlackContainer LOAD_ATTR __init__ LOAD_FAST self LOAD_FAST white_op LOAD_FAST black_op LOAD_FAST verbose LOAD_CONST ('white_op', 'black_op', 'verbose') CALL_FUNCTION POP_TOP LOAD_FAST raw_model LOAD_FAST self STORE_ATTR _raw_model LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _raw_model RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SklearnModelContainerNode' STORE_NAME __qualname__ LOAD_CONST '\n Main container for one *scikit-learn* model.\n Every converter adds nodes to an existing container\n which is converted into a *ONNX* graph by an instance of\n :class:`Topology <skl2onnx.common._topology.Topology>`.\n ' STORE_NAME __doc__ LOAD_CONST (None, None, 0) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab417510c0, file "f.py", line 177> LOAD_CONST 'SklearnModelContainerNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object input_names at 0x7fab41751930, file "f.py", line 184> LOAD_CONST 'SklearnModelContainerNode.input_names' MAKE_FUNCTION CALL_FUNCTION STORE_NAME input_names LOAD_NAME property LOAD_CONST <code object output_names at 0x7fab41751c90, file "f.py", line 188> LOAD_CONST 'SklearnModelContainerNode.output_names' MAKE_FUNCTION CALL_FUNCTION STORE_NAME output_names LOAD_CONST <code object add_input at 0x7fab417516f0, file "f.py", line 192> LOAD_CONST 'SklearnModelContainerNode.add_input' MAKE_FUNCTION STORE_NAME add_input LOAD_CONST <code object add_output at 0x7fab41751390, file "f.py", line 196> LOAD_CONST 'SklearnModelContainerNode.add_output' MAKE_FUNCTION STORE_NAME add_output LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL SklearnModelContainerNode LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST sklearn_model LOAD_FAST white_op LOAD_FAST black_op LOAD_FAST verbose LOAD_CONST ('white_op', 'black_op', 'verbose') CALL_FUNCTION POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR _inputs BUILD_LIST LOAD_FAST self STORE_ATTR _outputs LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab417518a0, file "f.py", line 186> LOAD_CONST 'SklearnModelContainerNode.input_names.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _inputs GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST variable LOAD_FAST variable LOAD_ATTR onnx_name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab41751150, file "f.py", line 190> LOAD_CONST 'SklearnModelContainerNode.output_names.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _outputs GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST variable LOAD_FAST variable LOAD_ATTR onnx_name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST variable LOAD_FAST self LOAD_ATTR _inputs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _inputs LOAD_METHOD append LOAD_FAST variable CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST variable LOAD_FAST self LOAD_ATTR _outputs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _outputs LOAD_METHOD append LOAD_FAST variable CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ModelComponentContainer' STORE_NAME __qualname__ LOAD_CONST '\n In the conversion phase, this class is used to collect all materials\n required to build an *ONNX* *GraphProto*, which is encapsulated in a\n *ONNX* *ModelProto*.\n ' STORE_NAME __doc__ LOAD_CONST (None, None, None, None, 0) LOAD_CONST <code object __init__ at 0x7fab41751030, file "f.py", line 208> LOAD_CONST 'ModelComponentContainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object swap_names at 0x7fab427a6c00, file "f.py", line 247> LOAD_CONST 'ModelComponentContainer.swap_names' MAKE_FUNCTION STORE_NAME swap_names LOAD_CONST <code object __str__ at 0x7fab427a6660, file "f.py", line 325> LOAD_CONST 'ModelComponentContainer.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object _make_value_info at 0x7fab427a66f0, file "f.py", line 352> LOAD_CONST 'ModelComponentContainer._make_value_info' MAKE_FUNCTION STORE_NAME _make_value_info LOAD_CONST <code object add_input at 0x7fab427a6f60, file "f.py", line 360> LOAD_CONST 'ModelComponentContainer.add_input' MAKE_FUNCTION STORE_NAME add_input LOAD_CONST <code object add_output at 0x7fab427a6780, file "f.py", line 369> LOAD_CONST 'ModelComponentContainer.add_output' MAKE_FUNCTION STORE_NAME add_output LOAD_CONST <code object add_options at 0x7fab427a6a50, file "f.py", line 378> LOAD_CONST 'ModelComponentContainer.add_options' MAKE_FUNCTION STORE_NAME add_options LOAD_CONST <code object add_initializer at 0x7fab427a6db0, file "f.py", line 398> LOAD_CONST 'ModelComponentContainer.add_initializer' MAKE_FUNCTION STORE_NAME add_initializer LOAD_CONST <code object add_value_info at 0x7fab427a6b70, file "f.py", line 543> LOAD_CONST 'ModelComponentContainer.add_value_info' MAKE_FUNCTION STORE_NAME add_value_info LOAD_CONST <code object _check_operator at 0x7fab427a69c0, file "f.py", line 546> LOAD_CONST 'ModelComponentContainer._check_operator' MAKE_FUNCTION STORE_NAME _check_operator LOAD_CONST ('', None, None) LOAD_CONST <code object add_node at 0x7fab427960c0, file "f.py", line 570> LOAD_CONST 'ModelComponentContainer.add_node' MAKE_FUNCTION STORE_NAME add_node LOAD_CONST <code object target_opset_any_domain at 0x7fab42796150, file "f.py", line 707> LOAD_CONST 'ModelComponentContainer.target_opset_any_domain' MAKE_FUNCTION STORE_NAME target_opset_any_domain LOAD_NAME property LOAD_CONST <code object target_opset_onnx at 0x7fab427961e0, file "f.py", line 725> LOAD_CONST 'ModelComponentContainer.target_opset_onnx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target_opset_onnx LOAD_CONST <code object _get_op_version at 0x7fab42796300, file "f.py", line 729> LOAD_CONST 'ModelComponentContainer._get_op_version' MAKE_FUNCTION STORE_NAME _get_op_version LOAD_CONST <code object _build_op_version at 0x7fab42796420, file "f.py", line 758> LOAD_CONST 'ModelComponentContainer._build_op_version' MAKE_FUNCTION STORE_NAME _build_op_version LOAD_CONST <code object _get_allowed_options at 0x7fab427964b0, file "f.py", line 771> LOAD_CONST 'ModelComponentContainer._get_allowed_options' MAKE_FUNCTION STORE_NAME _get_allowed_options LOAD_CONST <code object validate_options at 0x7fab42796540, file "f.py", line 794> LOAD_CONST 'ModelComponentContainer.validate_options' MAKE_FUNCTION STORE_NAME validate_options LOAD_CONST (None, True) LOAD_CONST <code object get_options at 0x7fab427965d0, file "f.py", line 803> LOAD_CONST 'ModelComponentContainer.get_options' MAKE_FUNCTION STORE_NAME get_options LOAD_CONST <code object has_options at 0x7fab42796660, file "f.py", line 821> LOAD_CONST 'ModelComponentContainer.has_options' MAKE_FUNCTION STORE_NAME has_options LOAD_CONST <code object ensure_topological_order at 0x7fab42796a50, file "f.py", line 831> LOAD_CONST 'ModelComponentContainer.ensure_topological_order' MAKE_FUNCTION STORE_NAME ensure_topological_order LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _WhiteBlackContainer LOAD_ATTR __init__ LOAD_FAST self LOAD_FAST white_op LOAD_FAST black_op LOAD_FAST verbose LOAD_CONST ('white_op', 'black_op', 'verbose') CALL_FUNCTION POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR inputs BUILD_LIST LOAD_FAST self STORE_ATTR outputs BUILD_LIST LOAD_FAST self STORE_ATTR initializers BUILD_MAP LOAD_FAST self STORE_ATTR initializers_strings BUILD_LIST LOAD_FAST self STORE_ATTR value_info BUILD_LIST LOAD_FAST self STORE_ATTR nodes LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR node_domain_version_pair_sets LOAD_GLOBAL isinstance LOAD_FAST target_opset LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST target_opset LOAD_FAST self STORE_ATTR target_opset_all LOAD_FAST target_opset LOAD_METHOD get LOAD_CONST '' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR target_opset JUMP_FORWARD to 110 LOAD_FAST target_opset LOAD_FAST self STORE_ATTR target_opset LOAD_CONST '' LOAD_FAST target_opset BUILD_MAP LOAD_FAST self STORE_ATTR target_opset_all LOAD_FAST options LOAD_FAST self STORE_ATTR options LOAD_FAST registered_models LOAD_FAST self STORE_ATTR registered_models LOAD_CONST None RETURN_VALUE LOAD_CONST 'Scan' LOAD_CONST 'Loop' LOAD_CONST 'If' BUILD_SET STORE_FAST exc_list SETUP_LOOP to 98 LOAD_FAST self LOAD_ATTR nodes GET_ITER FOR_ITER to 96 STORE_FAST node LOAD_FAST node LOAD_ATTR op_type LOAD_FAST exc_list COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST old_name LOAD_FAST node LOAD_ATTR input COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST old_name LOAD_FAST node LOAD_ATTR output COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST new_name LOAD_FAST node LOAD_ATTR input COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST new_name LOAD_FAST node LOAD_ATTR output COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Unable to handle subgraphs for node type %r.(%r, %r)' LOAD_FAST node LOAD_ATTR op_type LOAD_FAST old_name LOAD_FAST new_name BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST res SETUP_LOOP to 180 LOAD_FAST self LOAD_ATTR inputs GET_ITER FOR_ITER to 178 STORE_FAST inp LOAD_FAST inp LOAD_ATTR name LOAD_FAST old_name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST 'Io' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST inp LOAD_ATTR name LOAD_FAST new_name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST old_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST 'In' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 258 LOAD_FAST self LOAD_ATTR outputs GET_ITER FOR_ITER to 256 STORE_FAST inp LOAD_FAST inp LOAD_ATTR name LOAD_FAST old_name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST 'Oo' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST inp LOAD_ATTR name LOAD_FAST new_name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST old_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST 'On' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 342 LOAD_FAST self LOAD_ATTR initializers GET_ITER FOR_ITER to 340 STORE_FAST inp LOAD_FAST inp LOAD_ATTR name LOAD_FAST old_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST '-o' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 336 LOAD_FAST inp LOAD_ATTR name LOAD_FAST new_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST old_name LOAD_FAST inp STORE_ATTR name LOAD_FAST res LOAD_METHOD append LOAD_CONST '-n' LOAD_FAST inp BUILD_TUPLE CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 594 LOAD_FAST self LOAD_ATTR nodes GET_ITER FOR_ITER to 592 STORE_FAST node LOAD_CONST False STORE_FAST modified BUILD_LIST STORE_FAST new_input SETUP_LOOP to 428 LOAD_FAST node LOAD_ATTR input GET_ITER FOR_ITER to 426 STORE_FAST name LOAD_FAST name LOAD_FAST old_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_name STORE_FAST name LOAD_CONST True STORE_FAST modified JUMP_FORWARD to 412 LOAD_FAST name LOAD_FAST new_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST old_name STORE_FAST name LOAD_CONST True STORE_FAST modified LOAD_FAST new_input LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST new_output SETUP_LOOP to 498 LOAD_FAST node LOAD_ATTR output GET_ITER FOR_ITER to 496 STORE_FAST name LOAD_FAST name LOAD_FAST old_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_name STORE_FAST name LOAD_CONST True STORE_FAST modified JUMP_FORWARD to 482 LOAD_FAST name LOAD_FAST new_name COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST old_name STORE_FAST name LOAD_CONST True STORE_FAST modified LOAD_FAST new_output LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST modified EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR op_type LOAD_FAST exc_list COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Unable to handle subgraphs for node type %r.' LOAD_FAST node LOAD_ATTR op_type BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST new_input LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST node LOAD_ATTR input LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST new_output LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST node LOAD_ATTR output LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST res LOAD_METHOD append LOAD_CONST 'n-' LOAD_FAST node BUILD_TUPLE CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST res RETURN_VALUE BUILD_LIST STORE_FAST rows LOAD_FAST self LOAD_ATTR inputs POP_JUMP_IF_FALSE LOAD_FAST rows LOAD_METHOD append LOAD_CONST 'INPUTS' CALL_METHOD POP_TOP SETUP_LOOP to 70 LOAD_FAST self LOAD_ATTR inputs GET_ITER FOR_ITER to 68 STORE_FAST inp LOAD_FAST rows LOAD_METHOD append LOAD_CONST ' ' LOAD_GLOBAL str LOAD_FAST inp CALL_FUNCTION LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR outputs POP_JUMP_IF_FALSE LOAD_FAST rows LOAD_METHOD append LOAD_CONST 'OUTPUTS' CALL_METHOD POP_TOP SETUP_LOOP to 136 LOAD_FAST self LOAD_ATTR outputs GET_ITER FOR_ITER to 134 STORE_FAST out LOAD_FAST rows LOAD_METHOD append LOAD_CONST ' ' LOAD_GLOBAL str LOAD_FAST out CALL_FUNCTION LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR initializers POP_JUMP_IF_FALSE LOAD_FAST rows LOAD_METHOD append LOAD_CONST 'INITIALIZERS' CALL_METHOD POP_TOP SETUP_LOOP to 202 LOAD_FAST self LOAD_ATTR initializers GET_ITER FOR_ITER to 200 STORE_FAST ini LOAD_FAST rows LOAD_METHOD append LOAD_CONST ' ' LOAD_GLOBAL str LOAD_FAST ini CALL_FUNCTION LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR value_info EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rows LOAD_METHOD append LOAD_CONST 'NODES' CALL_METHOD POP_TOP SETUP_LOOP to 270 LOAD_FAST self LOAD_ATTR value_info GET_ITER FOR_ITER to 268 STORE_FAST val LOAD_FAST rows LOAD_METHOD append LOAD_CONST ' ' LOAD_GLOBAL str LOAD_FAST val CALL_FUNCTION LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR nodes EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rows LOAD_METHOD append LOAD_CONST 'PROTO' CALL_METHOD POP_TOP SETUP_LOOP to 340 LOAD_FAST self LOAD_ATTR nodes GET_ITER FOR_ITER to 338 STORE_FAST nod LOAD_FAST rows LOAD_METHOD append LOAD_CONST ' ' LOAD_GLOBAL str LOAD_FAST nod CALL_FUNCTION LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST rows CALL_METHOD RETURN_VALUE LOAD_GLOBAL ValueInfoProto CALL_FUNCTION STORE_FAST value_info LOAD_FAST variable LOAD_ATTR full_name LOAD_FAST value_info STORE_ATTR name LOAD_FAST value_info LOAD_ATTR type LOAD_METHOD CopyFrom LOAD_FAST variable LOAD_ATTR type LOAD_METHOD to_onnx_type CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST variable LOAD_ATTR type LOAD_ATTR doc_string POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR type LOAD_ATTR doc_string LOAD_FAST value_info STORE_ATTR doc_string LOAD_FAST value_info RETURN_VALUE LOAD_FAST self LOAD_ATTR inputs LOAD_METHOD append LOAD_FAST self LOAD_METHOD _make_value_info LOAD_FAST variable CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR outputs LOAD_METHOD append LOAD_FAST self LOAD_METHOD _make_value_info LOAD_FAST variable CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST options LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR options LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST self STORE_ATTR options LOAD_FAST model_id LOAD_FAST self LOAD_ATTR options COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST self LOAD_ATTR options LOAD_FAST model_id STORE_SUBSCR LOAD_FAST self LOAD_ATTR options LOAD_FAST model_id BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST self LOAD_ATTR options LOAD_FAST model_id STORE_SUBSCR LOAD_FAST self LOAD_ATTR options LOAD_FAST model_id BINARY_SUBSCR LOAD_METHOD update LOAD_FAST options CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logger LOAD_METHOD debug LOAD_CONST '[Init] %r, %r, %r' LOAD_FAST name LOAD_FAST onnx_type LOAD_FAST shape CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST sparse_tensor LOAD_CONST None STORE_FAST tensor LOAD_CONST None STORE_FAST cached_value LOAD_GLOBAL isinstance LOAD_DEREF content LOAD_GLOBAL TensorProto CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL TensorProto CALL_FUNCTION STORE_FAST tensor LOAD_DEREF content LOAD_ATTR data_type LOAD_FAST tensor STORE_ATTR data_type LOAD_FAST name LOAD_FAST tensor STORE_ATTR name LOAD_DEREF content LOAD_ATTR raw_data LOAD_FAST tensor STORE_ATTR raw_data LOAD_FAST tensor LOAD_ATTR dims LOAD_METHOD extend LOAD_DEREF content LOAD_ATTR dims CALL_METHOD POP_TOP EXTENDED_ARG JUMP_FORWARD to 562 LOAD_FAST shape LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF content LOAD_GLOBAL np LOAD_ATTR float32 LOAD_GLOBAL np LOAD_ATTR float64 LOAD_GLOBAL np LOAD_ATTR int32 LOAD_GLOBAL np LOAD_ATTR int64 LOAD_GLOBAL float LOAD_GLOBAL np LOAD_ATTR int8 LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_GLOBAL np LOAD_ATTR bool_ LOAD_GLOBAL np LOAD_ATTR str_ LOAD_GLOBAL str BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL make_tensor LOAD_FAST name LOAD_FAST onnx_type BUILD_LIST LOAD_DEREF content BUILD_LIST CALL_FUNCTION STORE_FAST tensor EXTENDED_ARG JUMP_FORWARD to 562 LOAD_GLOBAL SparseTensorProto LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF content LOAD_GLOBAL SparseTensorProto CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Not implemented yet.' CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_FORWARD to 562 LOAD_FAST shape LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL make_attribute LOAD_FAST name LOAD_DEREF content CALL_FUNCTION STORE_FAST tensor EXTENDED_ARG JUMP_FORWARD to 562 LOAD_GLOBAL isinstance LOAD_DEREF content LOAD_GLOBAL coo_matrix CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SparseTensorProto LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Sparse matrices require SparseTensorProto. Update onnx.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL make_tensor LOAD_FAST name LOAD_CONST '_v' BINARY_ADD LOAD_FAST onnx_type LOAD_GLOBAL len LOAD_DEREF content LOAD_ATTR data CALL_FUNCTION BUILD_TUPLE LOAD_DEREF content LOAD_ATTR data LOAD_CONST ('data_type', 'dims', 'vals') CALL_FUNCTION STORE_FAST values_tensor LOAD_CLOSURE content BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab427a64b0, file "f.py", line 454> LOAD_CONST 'ModelComponentContainer.add_initializer.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_DEREF content LOAD_ATTR row LOAD_DEREF content LOAD_ATTR col CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST indices LOAD_GLOBAL make_tensor LOAD_FAST name LOAD_CONST '_i' BINARY_ADD LOAD_GLOBAL TensorProto LOAD_ATTR INT64 LOAD_GLOBAL len LOAD_FAST indices CALL_FUNCTION BUILD_TUPLE LOAD_FAST indices LOAD_CONST ('name', 'data_type', 'dims', 'vals') CALL_FUNCTION STORE_FAST indices_tensor LOAD_GLOBAL list LOAD_DEREF content LOAD_ATTR shape CALL_FUNCTION STORE_FAST dense_shape LOAD_GLOBAL make_sparse_tensor LOAD_FAST values_tensor LOAD_FAST indices_tensor LOAD_FAST dense_shape CALL_FUNCTION STORE_FAST sparse_tensor LOAD_GLOBAL make_tensor LOAD_CONST '_v' LOAD_FAST onnx_type LOAD_GLOBAL len LOAD_DEREF content LOAD_ATTR data CALL_FUNCTION BUILD_TUPLE LOAD_DEREF content LOAD_ATTR data LOAD_CONST ('data_type', 'dims', 'vals') CALL_FUNCTION STORE_FAST values_tensor LOAD_GLOBAL make_tensor LOAD_CONST '_i' LOAD_GLOBAL TensorProto LOAD_ATTR INT64 LOAD_GLOBAL len LOAD_FAST indices CALL_FUNCTION BUILD_TUPLE LOAD_FAST indices LOAD_CONST ('name', 'data_type', 'dims', 'vals') CALL_FUNCTION STORE_FAST indices_tensor LOAD_GLOBAL make_sparse_tensor LOAD_FAST values_tensor LOAD_FAST indices_tensor LOAD_FAST dense_shape CALL_FUNCTION STORE_FAST cached_value JUMP_FORWARD to 562 LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fab427a6d20, file "f.py", line 481> LOAD_CONST 'ModelComponentContainer.add_initializer.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Shape of initializer cannot contain None.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_DEREF content LOAD_CONST 'dtype' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF content LOAD_ATTR dtype LOAD_GLOBAL bool LOAD_GLOBAL np LOAD_ATTR bool_ BUILD_TUPLE COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF content LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR int32 CALL_METHOD STORE_DEREF content SETUP_EXCEPT to 500 LOAD_GLOBAL make_tensor LOAD_FAST name LOAD_FAST onnx_type LOAD_FAST shape LOAD_DEREF content CALL_FUNCTION STORE_FAST tensor POP_BLOCK JUMP_FORWARD to 562 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 548 LOAD_GLOBAL TypeError LOAD_CONST 'Unable to make a tensor name=%r onnx_type=%r shape=%r content-type=%r.' LOAD_FAST name LOAD_FAST onnx_type LOAD_FAST shape LOAD_GLOBAL type LOAD_DEREF content CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 562 END_FINALLY LOAD_FAST tensor LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cached_value LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor LOAD_ATTR name STORE_FAST name LOAD_CONST 'tensor' LOAD_FAST tensor STORE_ATTR name LOAD_FAST tensor LOAD_METHOD SerializeToString CALL_METHOD STORE_DEREF content LOAD_FAST name LOAD_FAST tensor STORE_ATTR name JUMP_FORWARD to 618 LOAD_FAST cached_value LOAD_METHOD SerializeToString CALL_METHOD STORE_DEREF content LOAD_FAST self LOAD_ATTR initializers_strings LOAD_METHOD get LOAD_DEREF content LOAD_CONST None CALL_METHOD STORE_FAST cached_name LOAD_FAST cached_name LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST self LOAD_ATTR initializers_strings LOAD_DEREF content STORE_SUBSCR LOAD_FAST self LOAD_ATTR initializers LOAD_METHOD append LOAD_FAST tensor CALL_METHOD POP_TOP LOAD_FAST tensor RETURN_VALUE LOAD_FAST self LOAD_ATTR add_node LOAD_CONST 'Identity' LOAD_FAST cached_name LOAD_FAST name LOAD_FAST self LOAD_ATTR target_opset LOAD_FAST name LOAD_CONST '_op' BINARY_ADD LOAD_CONST ('op_version', 'name') CALL_FUNCTION POP_TOP LOAD_FAST name RETURN_VALUE LOAD_FAST sparse_tensor LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cached_value LOAD_METHOD SerializeToString CALL_METHOD STORE_DEREF content LOAD_FAST self LOAD_ATTR initializers_strings LOAD_METHOD get LOAD_DEREF content LOAD_CONST None CALL_METHOD STORE_FAST cached_name LOAD_FAST cached_name LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST self LOAD_ATTR initializers_strings LOAD_DEREF content STORE_SUBSCR LOAD_FAST self LOAD_ATTR add_node LOAD_CONST 'Constant' BUILD_LIST LOAD_FAST name BUILD_LIST LOAD_FAST sparse_tensor LOAD_FAST self LOAD_ATTR target_opset LOAD_FAST name LOAD_CONST '_op' BINARY_ADD LOAD_CONST ('sparse_value', 'op_version', 'name') CALL_FUNCTION POP_TOP LOAD_FAST sparse_tensor RETURN_VALUE LOAD_FAST self LOAD_ATTR add_node LOAD_CONST 'Identity' LOAD_FAST cached_name LOAD_FAST name LOAD_FAST self LOAD_ATTR target_opset LOAD_FAST name LOAD_CONST '_op' BINARY_ADD LOAD_CONST ('op_version', 'name') CALL_FUNCTION POP_TOP LOAD_FAST name RETURN_VALUE LOAD_GLOBAL RuntimeError LOAD_CONST 'Either tensor or sparse_tensor should be defined.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST i STORE_FAST j LOAD_FAST i LOAD_DEREF content LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST j BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST d LOAD_FAST d LOAD_CONST None COMPARE_OP is YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value_info LOAD_METHOD append LOAD_FAST self LOAD_METHOD _make_value_info LOAD_FAST variable CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op_type LOAD_GLOBAL _apply_operation_specific COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST (3, 6) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL traceback LOAD_METHOD extract_stack CALL_METHOD STORE_FAST tb BUILD_LIST STORE_FAST operation LOAD_GLOBAL _apply_operation_specific LOAD_FAST op_type BINARY_SUBSCR STORE_FAST fct LOAD_CONST False STORE_FAST skl2 SETUP_LOOP to 114 LOAD_FAST tb GET_ITER FOR_ITER to 112 STORE_FAST b LOAD_CONST '_apply_operation' LOAD_FAST b LOAD_ATTR filename COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST b LOAD_ATTR name LOAD_FAST fct LOAD_ATTR __name__ COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST operation LOAD_METHOD append LOAD_FAST b CALL_METHOD POP_TOP LOAD_FAST skl2 POP_JUMP_IF_TRUE LOAD_CONST 'skl2onnx' LOAD_FAST b LOAD_ATTR filename COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST skl2 JUMP_ABSOLUTE POP_BLOCK LOAD_FAST skl2 POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST operation CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "Operator '{0}' should be added with function '{1}' in submodule _apply_operation." LOAD_METHOD format LOAD_FAST op_type LOAD_FAST fct LOAD_ATTR __name__ CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD check_white_black_list LOAD_FAST op_type CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'axes' LOAD_FAST attrs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST attrs LOAD_CONST 'axes' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST attrs LOAD_CONST 'axes' BINARY_SUBSCR LOAD_GLOBAL list LOAD_GLOBAL np LOAD_ATTR ndarray BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'axes must be a list or an array not ' LOAD_GLOBAL type LOAD_FAST attrs LOAD_CONST 'axes' BINARY_SUBSCR CALL_FUNCTION FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST name LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'N' LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR nodes CALL_FUNCTION FORMAT_VALUE BUILD_STRING STORE_FAST name LOAD_GLOBAL set LOAD_CONST <code object <genexpr> at 0x7fab427a6390, file "f.py", line 608> LOAD_CONST 'ModelComponentContainer.add_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR nodes GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST existing_names LOAD_FAST name LOAD_FAST existing_names COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST '-N' LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR nodes CALL_FUNCTION FORMAT_VALUE BUILD_STRING INPLACE_ADD STORE_FAST name LOAD_FAST op_domain LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL get_domain CALL_FUNCTION STORE_FAST op_domain LOAD_FAST self LOAD_METHOD _check_operator LOAD_FAST op_type CALL_METHOD POP_TOP LOAD_FAST op_version LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _get_op_version LOAD_FAST op_domain LOAD_FAST op_type CALL_METHOD STORE_FAST op_version LOAD_GLOBAL isinstance LOAD_FAST inputs LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST inputs BUILD_LIST STORE_FAST inputs LOAD_GLOBAL isinstance LOAD_FAST outputs LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST outputs BUILD_LIST STORE_FAST outputs LOAD_GLOBAL logger LOAD_METHOD debug LOAD_CONST '[Node] %r - %r -> %r (name=%r)' LOAD_FAST op_type LOAD_CONST ',' LOAD_METHOD join LOAD_FAST inputs CALL_METHOD LOAD_CONST ',' LOAD_METHOD join LOAD_FAST outputs CALL_METHOD LOAD_FAST name CALL_METHOD POP_TOP SETUP_EXCEPT to 282 LOAD_GLOBAL set LOAD_FAST inputs CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST outputs CALL_FUNCTION BINARY_AND STORE_FAST common POP_BLOCK JUMP_FORWARD to 338 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 324 LOAD_GLOBAL TypeError LOAD_CONST 'inputs or outputs are wrong, inputs=%r, outputs=%r, node=%r.' LOAD_FAST inputs LOAD_FAST outputs LOAD_FAST op_type BUILD_TUPLE BINARY_MODULO CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 338 END_FINALLY LOAD_FAST common EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "inputs and outputs cannot have variables in common {} in node '{}' with name '{}'." LOAD_METHOD format LOAD_FAST common LOAD_FAST op_type LOAD_FAST name CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST inputs LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab427a6ed0, file "f.py", line 642> LOAD_CONST 'ModelComponentContainer.add_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST inputs GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ',' LOAD_METHOD join LOAD_GLOBAL list LOAD_CONST <code object <genexpr> at 0x7fab427a6150, file "f.py", line 643> LOAD_CONST 'ModelComponentContainer.add_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST inputs GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD STORE_FAST type_list LOAD_GLOBAL ValueError LOAD_CONST 'Inputs must be a list of string but get [%s]' LOAD_FAST type_list BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST outputs LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab427a6030, file "f.py", line 646> LOAD_CONST 'ModelComponentContainer.add_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST outputs GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ',' LOAD_METHOD join LOAD_GLOBAL list LOAD_CONST <code object <genexpr> at 0x7fab42796030, file "f.py", line 648> LOAD_CONST 'ModelComponentContainer.add_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST outputs GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD STORE_FAST type_list LOAD_GLOBAL ValueError LOAD_CONST 'Outputs must be a list of string but get [%s]' LOAD_FAST type_list BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST upd LOAD_GLOBAL set CALL_FUNCTION STORE_FAST dtypes SETUP_LOOP to 596 LOAD_FAST attrs LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 594 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Failed to create ONNX node. Undefined attribute pair (%s, %s) found for type %r and version %r' LOAD_FAST k LOAD_FAST v LOAD_FAST op_type LOAD_FAST op_version BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST upd LOAD_FAST k STORE_SUBSCR LOAD_FAST dtypes LOAD_METHOD add LOAD_FAST v LOAD_ATTR dtype CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST upd EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST attrs LOAD_METHOD update LOAD_FAST upd CALL_METHOD POP_TOP LOAD_CONST 'dtype' LOAD_FAST attrs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST op_type LOAD_CONST 'EyeLike' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'dtype should not be a parameter.' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST new_attrs SETUP_LOOP to 726 LOAD_FAST attrs LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 724 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL hasattr LOAD_FAST v LOAD_CONST 'shape' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST v LOAD_ATTR shape CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST v CALL_METHOD LOAD_METHOD ravel CALL_METHOD LOAD_FAST new_attrs LOAD_FAST k STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST v LOAD_FAST new_attrs LOAD_FAST k STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 756 LOAD_GLOBAL make_node LOAD_FAST op_type LOAD_FAST inputs LOAD_FAST outputs BUILD_TUPLE LOAD_CONST 'name' LOAD_FAST name BUILD_MAP LOAD_FAST new_attrs BUILD_MAP CALL_FUNCTION STORE_FAST node POP_BLOCK JUMP_FORWARD to 832 DUP_TOP LOAD_GLOBAL ValueError LOAD_GLOBAL TypeError BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 818 LOAD_GLOBAL ValueError LOAD_CONST 'Unable to create node ' LOAD_FAST op_type FORMAT_VALUE repr LOAD_CONST ' with name=' LOAD_FAST name FORMAT_VALUE repr LOAD_CONST ' and attributes=' LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST new_attrs CALL_METHOD FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 832 END_FINALLY LOAD_FAST op_domain LOAD_FAST node STORE_ATTR domain LOAD_FAST self LOAD_ATTR node_domain_version_pair_sets LOAD_METHOD add LOAD_FAST op_domain LOAD_FAST op_version BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR nodes LOAD_METHOD append LOAD_FAST node CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR target_opset LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST op_version LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST op_version LOAD_FAST self LOAD_METHOD target_opset_any_domain LOAD_FAST op_domain CALL_METHOD COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "Opset number {} is higher than targeted opsets {} for node type '{}' name='{}' input={} output={} (domain='{}')." LOAD_METHOD format LOAD_FAST op_version LOAD_FAST self LOAD_ATTR target_opset_all LOAD_FAST node LOAD_ATTR op_type LOAD_FAST node LOAD_ATTR name LOAD_FAST node LOAD_ATTR input LOAD_FAST node LOAD_ATTR output LOAD_FAST op_domain CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST n LOAD_FAST n LOAD_ATTR name YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL str CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST s LOAD_GLOBAL str LOAD_GLOBAL type LOAD_FAST s CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL str CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST s LOAD_GLOBAL str LOAD_GLOBAL type LOAD_FAST s CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR target_opset_all STORE_FAST target_opset LOAD_GLOBAL isinstance LOAD_FAST target_opset LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST domain LOAD_FAST target_opset COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST target_opset LOAD_FAST domain BINARY_SUBSCR STORE_FAST to JUMP_FORWARD to 38 LOAD_CONST None STORE_FAST to LOAD_FAST to LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST domain LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL onnx_opset_version CALL_FUNCTION STORE_FAST to LOAD_FAST to LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL C LOAD_METHOD schema_version_map CALL_METHOD STORE_FAST smap LOAD_FAST domain LOAD_FAST smap COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST smap LOAD_FAST domain BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST to LOAD_FAST to LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST to RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_FAST self LOAD_ATTR target_opset RETURN_VALUE LOAD_FAST self LOAD_METHOD target_opset_any_domain LOAD_CONST '' CALL_METHOD RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST '_op_versions' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _build_op_version CALL_METHOD POP_TOP LOAD_FAST domain LOAD_FAST op_type BUILD_TUPLE STORE_FAST key LOAD_FAST self LOAD_ATTR _op_versions LOAD_METHOD get LOAD_FAST key LOAD_CONST None CALL_METHOD STORE_FAST vers LOAD_FAST vers LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST domain LOAD_CONST 'com.microsoft' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST vers JUMP_FORWARD to 80 LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST "Unable to find operator '{}' in domain '{}' in ONNX, op_version is forced to 1." LOAD_METHOD format LOAD_FAST op_type LOAD_FAST domain CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 1 BUILD_LIST STORE_FAST vers LOAD_FAST self LOAD_METHOD target_opset_any_domain LOAD_FAST domain CALL_METHOD STORE_FAST highest LOAD_GLOBAL len LOAD_FAST vers CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST pos SETUP_LOOP to 150 LOAD_FAST pos LOAD_CONST 0 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST vers LOAD_FAST pos BINARY_SUBSCR LOAD_FAST highest COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST vers LOAD_FAST pos BINARY_SUBSCR RETURN_VALUE LOAD_FAST pos LOAD_CONST 1 INPLACE_SUBTRACT STORE_FAST pos JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL RuntimeError LOAD_CONST "Unable to find a suitable version for operator '{}' in domain '{}'. Available versions: {}." LOAD_METHOD format LOAD_FAST op_type LOAD_FAST domain LOAD_FAST vers CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST res SETUP_LOOP to 82 LOAD_GLOBAL get_all_schemas_with_history CALL_FUNCTION GET_ITER FOR_ITER to 80 STORE_FAST schema LOAD_FAST schema LOAD_ATTR domain STORE_FAST dom LOAD_FAST schema LOAD_ATTR name STORE_FAST name LOAD_FAST schema LOAD_ATTR since_version STORE_FAST vers LOAD_FAST dom LOAD_FAST name BUILD_TUPLE LOAD_FAST res COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST res LOAD_FAST dom LOAD_FAST name BUILD_TUPLE STORE_SUBSCR LOAD_FAST res LOAD_FAST dom LOAD_FAST name BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD add LOAD_FAST vers CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK BUILD_MAP LOAD_FAST self STORE_ATTR _op_versions SETUP_LOOP to 128 LOAD_FAST res LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 126 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL list LOAD_GLOBAL sorted LOAD_FAST v CALL_FUNCTION CALL_FUNCTION LOAD_FAST self LOAD_ATTR _op_versions LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL inspect LOAD_METHOD isfunction LOAD_FAST model CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST model LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST 'aliases' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST 'aliases' BINARY_SUBSCR LOAD_FAST model BINARY_SUBSCR STORE_FAST alias JUMP_FORWARD to 112 LOAD_GLOBAL hasattr LOAD_FAST model LOAD_CONST 'alias' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST model LOAD_ATTR alias STORE_FAST alias JUMP_FORWARD to 112 LOAD_GLOBAL type LOAD_FAST model CALL_FUNCTION LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST 'aliases' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE BUILD_MAP RETURN_VALUE LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST 'aliases' BINARY_SUBSCR LOAD_GLOBAL type LOAD_FAST model CALL_FUNCTION BINARY_SUBSCR STORE_FAST alias LOAD_FAST self LOAD_ATTR registered_models LOAD_CONST 'conv' BINARY_SUBSCR LOAD_FAST alias BINARY_SUBSCR STORE_FAST conv LOAD_FAST conv LOAD_METHOD get_allowed_options CALL_METHOD STORE_FAST allowed LOAD_FAST allowed LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP RETURN_VALUE LOAD_FAST allowed RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD isfunction LOAD_FAST model CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_FAST model CALL_FUNCTION JUMP_FORWARD to 174 LOAD_FAST model LOAD_ATTR __class__ LOAD_ATTR __name__ STORE_FAST clname LOAD_GLOBAL NotImplementedError LOAD_CONST "No registered models, no known allowed options for model '{}'." LOAD_METHOD format LOAD_FAST clname CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST operator LOAD_ATTR raw_operator STORE_FAST skl_op LOAD_FAST self LOAD_METHOD get_options LOAD_FAST skl_op CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _build_options LOAD_FAST model LOAD_FAST self LOAD_ATTR options LOAD_FAST default_values LOAD_FAST self LOAD_METHOD _get_allowed_options LOAD_FAST model CALL_METHOD LOAD_FAST fail LOAD_CONST ('fail',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_allowed_options LOAD_FAST model CALL_METHOD STORE_FAST opts LOAD_FAST option_name LOAD_FAST opts COMPARE_OP in RETURN_VALUE BUILD_MAP STORE_DEREF order SETUP_LOOP to 34 LOAD_FAST self LOAD_ATTR inputs GET_ITER FOR_ITER to 32 STORE_FAST inp LOAD_FAST inp LOAD_ATTR name STORE_FAST name LOAD_CONST 0 LOAD_DEREF order LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 64 LOAD_FAST self LOAD_ATTR initializers GET_ITER FOR_ITER to 62 STORE_FAST inp LOAD_FAST inp LOAD_ATTR name STORE_FAST name LOAD_CONST 0 LOAD_DEREF order LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 STORE_FAST n_iter BUILD_LIST STORE_FAST missing_ops LOAD_CONST True STORE_FAST cont EXTENDED_ARG SETUP_LOOP to 340 LOAD_FAST cont EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_iter LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR nodes CALL_FUNCTION LOAD_CONST 2 BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_iter LOAD_CONST 1 INPLACE_ADD STORE_FAST n_iter LOAD_GLOBAL set CALL_FUNCTION STORE_FAST missing_names BUILD_LIST STORE_FAST missing_ops LOAD_CONST False STORE_FAST cont SETUP_LOOP to 322 LOAD_FAST self LOAD_ATTR nodes GET_ITER FOR_ITER to 320 STORE_FAST node LOAD_CONST 0 STORE_FAST maxi SETUP_LOOP to 200 LOAD_FAST node LOAD_ATTR input GET_ITER FOR_ITER to 198 STORE_FAST name LOAD_FAST name LOAD_DEREF order COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL max LOAD_FAST maxi LOAD_DEREF order LOAD_FAST name BINARY_SUBSCR CALL_FUNCTION STORE_FAST maxi JUMP_ABSOLUTE LOAD_CONST None STORE_FAST maxi LOAD_FAST missing_names LOAD_METHOD add LOAD_FAST name CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST maxi LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST missing_ops LOAD_METHOD append LOAD_FAST node CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL id LOAD_FAST node CALL_FUNCTION STORE_FAST key LOAD_FAST key LOAD_DEREF order COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_CONST True STORE_FAST cont LOAD_FAST maxi LOAD_CONST 1 INPLACE_ADD STORE_FAST maxi LOAD_FAST maxi LOAD_DEREF order LOAD_FAST key STORE_SUBSCR LOAD_FAST maxi LOAD_CONST 1 INPLACE_ADD STORE_FAST maxi SETUP_LOOP to 318 LOAD_FAST node LOAD_ATTR output GET_ITER FOR_ITER to 316 STORE_FAST name LOAD_FAST name LOAD_DEREF order COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Unable to sort a node (cycle). An output was already ordered with name %r (iteration=%r).' LOAD_FAST name LOAD_FAST n_iter BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST maxi LOAD_DEREF order LOAD_FAST name STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST missing_names CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST missing_ops CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CLOSURE order BUILD_TUPLE LOAD_CONST <code object nstr at 0x7fab427966f0, file "f.py", line 886> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.nstr' MAKE_FUNCTION STORE_DEREF nstr LOAD_CLOSURE nstr BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab42796780, file "f.py", line 892> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST missing_ops GET_ITER CALL_FUNCTION STORE_FAST rows LOAD_FAST rows LOAD_METHOD insert LOAD_CONST 0 LOAD_CONST '' CALL_METHOD POP_TOP LOAD_FAST rows LOAD_METHOD append LOAD_CONST '--' CALL_METHOD POP_TOP LOAD_FAST rows LOAD_METHOD append LOAD_CONST '--all-nodes--' CALL_METHOD POP_TOP LOAD_FAST rows LOAD_METHOD append LOAD_CONST '--' CALL_METHOD POP_TOP LOAD_FAST rows LOAD_METHOD extend LOAD_CLOSURE nstr BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab42796810, file "f.py", line 905> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR nodes GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL RuntimeError LOAD_CONST 'After %d iterations for %d nodes, still unable to sort names %r. The graph may be disconnected. List of operators: %s' LOAD_FAST n_iter LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR nodes CALL_FUNCTION LOAD_FAST missing_names LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST rows CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL sorted LOAD_CLOSURE order BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab427968a0, file "f.py", line 923> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR nodes GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST topo LOAD_CONST <code object <dictcomp> at 0x7fab42796930, file "f.py", line 927> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR nodes GET_ITER CALL_FUNCTION STORE_DEREF map_nodes LOAD_CLOSURE map_nodes BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab427969c0, file "f.py", line 928> LOAD_CONST 'ModelComponentContainer.ensure_topological_order.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST topo GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR nodes LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_DEREF order COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '%s#%d' LOAD_FAST name LOAD_DEREF order LOAD_FAST name BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_FAST name RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 54 STORE_FAST n LOAD_CONST '%s(%s) -> [%s]' LOAD_FAST n LOAD_ATTR name JUMP_IF_TRUE_OR_POP LOAD_FAST n LOAD_ATTR op_type LOAD_CONST ', ' LOAD_METHOD join LOAD_GLOBAL map LOAD_DEREF nstr LOAD_FAST n LOAD_ATTR input CALL_FUNCTION CALL_METHOD LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST n LOAD_ATTR output CALL_METHOD BUILD_TUPLE BINARY_MODULO LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 58 STORE_FAST n LOAD_CONST '%s|%s(%s) -> [%s]' LOAD_FAST n LOAD_ATTR op_type LOAD_FAST n LOAD_ATTR name JUMP_IF_TRUE_OR_POP LOAD_FAST n LOAD_ATTR op_type LOAD_CONST ', ' LOAD_METHOD join LOAD_GLOBAL map LOAD_DEREF nstr LOAD_FAST n LOAD_ATTR input CALL_FUNCTION CALL_METHOD LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST n LOAD_ATTR output CALL_METHOD BUILD_TUPLE BINARY_MODULO YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 42 STORE_FAST node LOAD_DEREF order LOAD_GLOBAL id LOAD_FAST node CALL_FUNCTION BINARY_SUBSCR LOAD_FAST node LOAD_ATTR op_type LOAD_FAST node LOAD_ATTR name LOAD_GLOBAL str LOAD_GLOBAL id LOAD_FAST node CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 STORE_FAST node LOAD_FAST node LOAD_GLOBAL str LOAD_GLOBAL id LOAD_FAST node CALL_FUNCTION CALL_FUNCTION MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST _ LOAD_DEREF map_nodes LOAD_FAST _ LOAD_CONST -1 BINARY_SUBSCR BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import inspect import pprint import re import sys import traceback import warnings from logging import getLogger import numpy as np from scipy.sparse import coo_matrix from onnx import SparseTensorProto, ValueInfoProto from onnx.defs import onnx_opset_version, get_all_schemas_with_history from onnx.helper import make_node, make_tensor, make_attribute, make_sparse_tensor import onnx.onnx_cpp2py_export.defs as C from onnxconverter_common.onnx_ops import __dict__ as dict_apply_operation from ..proto import TensorProto from .utils import get_domain logger = getLogger("skl2onnx") def _get_operation_list(use_shortlist=True): """ Investigates this module to extract all ONNX functions which needs to be converted with these functions. """ if use_shortlist: shortlist = {"Clip", "Normalizer", "Upsample"} else: shortlist = None regs = [ re.compile("container.add_node[(]'([A-Z][a-zA-Z0-9]*)', " "\\[?input_name"), re.compile("container.add_node[(]'([A-Z][a-zA-Z0-9]*)', " "\\[\\]"), re.compile("container.add_node[(]'([A-Z][a-zA-Z0-9]*)', " "inputs"), re.compile("scope, '([A-Z][a-zA-Z0-9]*)', \\[?input_name"), re.compile("op_type = '([A-Z][a-zA-Z0-9]*)'"), ] res = {} for k, v in dict_apply_operation.items(): if k.startswith("apply_") and callable(v): found = None source = inspect.getsource(v) for reg in regs: g = reg.search(source) if g: found = g.groups()[0] break if found is None: continue if shortlist and found not in shortlist: continue res[found] = v return res def _build_options(model, defined_options, default_values, allowed_options, fail): opts = {} if default_values is None else default_values if defined_options is not None: opts.update(defined_options.get(type(model), {})) opts.update(defined_options.get(id(model), {})) if allowed_options not in (None, "passthrough"): for k, v in opts.items(): if k not in allowed_options: if fail: raise NameError( "Option '{}' not in {} for class '{}'.".format( k, list(sorted(allowed_options)), model.__class__.__name__ ) ) return None allowed = allowed_options[k] if allowed is not None and v not in allowed and v is not None: raise ValueError( "Unexpected value [{!r}] for option '{}'" " (it must be in {}) for model '{}'.".format( v, k, allowed, model.__class__.__name__ ) ) elif fail and len(opts) != 0 and allowed_options != "passthrough": raise RuntimeError( "Options {} are not registerd for model '{}'.".format( list(sorted(opts)), model.__class__.__name__ ) ) return opts _apply_operation_specific = _get_operation_list() class _WhiteBlackContainer: def __init__(self, white_op=None, black_op=None, verbose=0): self._white_op = white_op self._black_op = black_op self.verbose = verbose def is_allowed(self, node_type): """ Tells if a node is white listed or not black listed. """ if isinstance(node_type, (list, tuple, set)): return all(map(self.is_allowed, node_type)) try: self.check_white_black_list(node_type) return True except RuntimeError: return False def check_white_black_list(self, node_type): """ Checks a node type is allowed according to white and black lists. """ if self._white_op: if node_type not in self._white_op: raise RuntimeError( "Operator '{}' is not white listed.".format(node_type) ) if self._black_op: if node_type in self._black_op: raise RuntimeError("Operator '{}' is black listed.".format(node_type)) def debug(self, *args, **kwargs): """ Log debug information while converting a model. """ logger.debug(*args, **kwargs) class RawModelContainerNode(_WhiteBlackContainer): """ This node is the carrier of the model we want to convert. It provides an abstract layer so that our parsing framework can work with models generated by different tools. """ def __init__(self, raw_model, white_op=None, black_op=None, verbose=0): """ :param raw_model: *scikit-learn* model to convert """ _WhiteBlackContainer.__init__( self, white_op=white_op, black_op=black_op, verbose=verbose ) self._raw_model = raw_model @property def raw_model(self): return self._raw_model @property def input_names(self): """ This function should return a list of strings. Each string corresponds to an input variable name. :return: a list of string """ raise NotImplementedError() @property def output_names(self): """ This function should return a list of strings. Each string corresponds to an output variable name. :return: a list of string """ raise NotImplementedError() class SklearnModelContainerNode(RawModelContainerNode): """ Main container for one *scikit-learn* model. Every converter adds nodes to an existing container which is converted into a *ONNX* graph by an instance of :class:`Topology <skl2onnx.common._topology.Topology>`. """ def __init__(self, sklearn_model, white_op=None, black_op=None, verbose=0): super(SklearnModelContainerNode, self).__init__( sklearn_model, white_op=white_op, black_op=black_op, verbose=verbose ) self._inputs = [] self._outputs = [] @property def input_names(self): return [variable.onnx_name for variable in self._inputs] @property def output_names(self): return [variable.onnx_name for variable in self._outputs] def add_input(self, variable): if variable not in self._inputs: self._inputs.append(variable) def add_output(self, variable): if variable not in self._outputs: self._outputs.append(variable) class ModelComponentContainer(_WhiteBlackContainer): """ In the conversion phase, this class is used to collect all materials required to build an *ONNX* *GraphProto*, which is encapsulated in a *ONNX* *ModelProto*. """ def __init__( self, target_opset, options=None, registered_models=None, white_op=None, black_op=None, verbose=0, ): """ :param target_opset: number, for example, 7 for *ONNX 1.2*, and 8 for *ONNX 1.3*. :param options: see :ref:`l-conv-options` :param registered_models: registered models :param white_op: white list of ONNX nodes allowed while converting a pipeline, if empty, all are allowed :param black_op: black list of ONNX nodes allowed while converting a pipeline, if empty, none are blacklisted :param verbose: display information while converting """ _WhiteBlackContainer.__init__( self, white_op=white_op, black_op=black_op, verbose=verbose ) self.inputs = [] self.outputs = [] self.initializers = [] self.initializers_strings = {} self.value_info = [] self.nodes = [] self.node_domain_version_pair_sets = set() if isinstance(target_opset, dict): self.target_opset_all = target_opset self.target_opset = target_opset.get("", None) else: self.target_opset = target_opset self.target_opset_all = {"": target_opset} self.options = options self.registered_models = registered_models def swap_names(self, old_name, new_name): """ Swaps variables names. :param old_name: old name :param new_name: new name :return: list of impacted objects """ exc_list = {"Scan", "Loop", "If"} for node in self.nodes: if node.op_type not in exc_list: continue if ( old_name in node.input or old_name in node.output or new_name in node.input or new_name in node.output ): raise NotImplementedError( "Unable to handle subgraphs for node type %r." "(%r, %r)" % (node.op_type, old_name, new_name) ) res = [] for inp in self.inputs: if inp.name == old_name: inp.name = new_name res.append(("Io", inp)) elif inp.name == new_name: inp.name = old_name res.append(("In", inp)) for inp in self.outputs: if inp.name == old_name: inp.name = new_name res.append(("Oo", inp)) elif inp.name == new_name: inp.name = old_name res.append(("On", inp)) for inp in self.initializers: if inp.name == old_name: inp.name = new_name res.append(("-o", inp)) elif inp.name == new_name: inp.name = old_name res.append(("-n", inp)) for node in self.nodes: modified = False new_input = [] for name in node.input: if name == old_name: name = new_name modified = True elif name == new_name: name = old_name modified = True new_input.append(name) new_output = [] for name in node.output: if name == old_name: name = new_name modified = True elif name == new_name: name = old_name modified = True new_output.append(name) if modified: if node.op_type in exc_list: raise NotImplementedError( "Unable to handle subgraphs for node type %r." "" % node.op_type ) node.input[:] = new_input[:] node.output[:] = new_output[:] res.append(("n-", node)) return res def __str__(self): """ Shows internal information. """ rows = [] if self.inputs: rows.append("INPUTS") for inp in self.inputs: rows.append(" " + str(inp).replace(" ", "").replace("\n", " ")) if self.outputs: rows.append("OUTPUTS") for out in self.outputs: rows.append(" " + str(out).replace(" ", "").replace("\n", " ")) if self.initializers: rows.append("INITIALIZERS") for ini in self.initializers: rows.append(" " + str(ini).replace(" ", "").replace("\n", " ")) if self.value_info: rows.append("NODES") for val in self.value_info: rows.append(" " + str(val).replace(" ", "").replace("\n", " ")) if self.nodes: rows.append("PROTO") for nod in self.nodes: rows.append(" " + str(nod).replace(" ", "").replace("\n", " ")) return "\n".join(rows) def _make_value_info(self, variable): value_info = ValueInfoProto() value_info.name = variable.full_name value_info.type.CopyFrom(variable.type.to_onnx_type()) if variable.type.doc_string: value_info.doc_string = variable.type.doc_string return value_info def add_input(self, variable): """ Adds our *Variable* object defined _parser.py into the the input list of the final ONNX model. :param variable: The Variable object to be added """ self.inputs.append(self._make_value_info(variable)) def add_output(self, variable): """ Adds our *Variable* object defined *_parser.py* into the the output list of the final ONNX model. :param variable: The Variable object to be added """ self.outputs.append(self._make_value_info(variable)) def add_options(self, model_id, options): """ Adds an option, for example, ``add_options(id(clr), {'raw_scores': True})`` tells the converter associated to ``clr`` to use raw score instead of probabilities. :param model_id: class or ``id(instance)`` :param options: dictionary with the new values """ if options is None: return if self.options is None: self.options = {} if model_id not in self.options: self.options[model_id] = None if self.options[model_id] is None: self.options[model_id] = {} self.options[model_id].update(options) def add_initializer(self, name, onnx_type, shape, content): """ Adds a *TensorProto* into the initializer list of the final ONNX model. :param name: Variable name in the produced ONNX model. :param onnx_type: Element types allowed in ONNX tensor, e.g., TensorProto.FLOAT and TensorProto.STRING. :param shape: Tensor shape, a list of integers. :param content: Flattened tensor values (i.e., a float list or a float array). :return: created tensor """ logger.debug("[Init] %r, %r, %r", name, onnx_type, shape) sparse_tensor = None tensor = None cached_value = None if isinstance(content, TensorProto): tensor = TensorProto() tensor.data_type = content.data_type tensor.name = name tensor.raw_data = content.raw_data tensor.dims.extend(content.dims) elif shape is None and isinstance( content, ( np.float32, np.float64, np.int32, np.int64, float, np.int8, np.uint8, np.bool_, np.str_, str, ), ): tensor = make_tensor(name, onnx_type, [], [content]) elif SparseTensorProto is not None and isinstance(content, SparseTensorProto): raise NotImplementedError("Not implemented yet.") elif shape is None: tensor = make_attribute(name, content) elif isinstance(content, coo_matrix): if SparseTensorProto is None: raise RuntimeError( "Sparse matrices require SparseTensorProto. Update onnx." ) values_tensor = make_tensor( name + "_v", data_type=onnx_type, dims=(len(content.data),), vals=content.data, ) indices = [ i * content.shape[1] + j for i, j in zip(content.row, content.col) ] indices_tensor = make_tensor( name=name + "_i", data_type=TensorProto.INT64, dims=(len(indices),), vals=indices, ) dense_shape = list(content.shape) sparse_tensor = make_sparse_tensor( values_tensor, indices_tensor, dense_shape ) values_tensor = make_tensor( "_v", data_type=onnx_type, dims=(len(content.data),), vals=content.data ) indices_tensor = make_tensor( name="_i", data_type=TensorProto.INT64, dims=(len(indices),), vals=indices, ) cached_value = make_sparse_tensor( values_tensor, indices_tensor, dense_shape ) else: if any(d is None for d in shape): raise ValueError("Shape of initializer cannot contain None.") if hasattr(content, "dtype") and content.dtype in (bool, np.bool_): content = content.astype(np.int32) try: tensor = make_tensor(name, onnx_type, shape, content) except TypeError as e: raise TypeError( "Unable to make a tensor name=%r " "onnx_type=%r shape=%r content-type=%r." % (name, onnx_type, shape, type(content)) ) from e if tensor is not None: if cached_value is None: name = tensor.name tensor.name = "tensor" content = tensor.SerializeToString() tensor.name = name else: content = cached_value.SerializeToString() cached_name = self.initializers_strings.get(content, None) if cached_name is None: self.initializers_strings[content] = name self.initializers.append(tensor) return tensor self.add_node( "Identity", cached_name, name, op_version=self.target_opset, name=name + "_op", ) return name if sparse_tensor is not None: content = cached_value.SerializeToString() cached_name = self.initializers_strings.get(content, None) if cached_name is None: self.initializers_strings[content] = name self.add_node( "Constant", [], [name], sparse_value=sparse_tensor, op_version=self.target_opset, name=name + "_op", ) return sparse_tensor self.add_node( "Identity", cached_name, name, op_version=self.target_opset, name=name + "_op", ) return name raise RuntimeError("Either tensor or sparse_tensor should be defined.") def add_value_info(self, variable): self.value_info.append(self._make_value_info(variable)) def _check_operator(self, op_type): """ Checks that if *op_type* is one of the operators defined in :mod:`skl2onnx.common._apply_container`, then it was called from a function defined in this submodule by looking into the callstack. The test is enabled for *python >= 3.6*. """ if op_type in _apply_operation_specific and sys.version_info[:2] >= (3, 6): tb = traceback.extract_stack() operation = [] fct = _apply_operation_specific[op_type] skl2 = False for b in tb: if "_apply_operation" in b.filename and b.name == fct.__name__: operation.append(b) if not skl2 and "skl2onnx" in b.filename: skl2 = True if skl2 and len(operation) == 0: raise RuntimeError( "Operator '{0}' should be added with function " "'{1}' in submodule _apply_operation.".format(op_type, fct.__name__) ) self.check_white_black_list(op_type) def add_node( self, op_type, inputs, outputs, op_domain="", op_version=None, name=None, **attrs, ): """ Adds a *NodeProto* into the node list of the final ONNX model. If the input operator's domain-version information cannot be found in our domain-version pool (a Python set), we may add it. :param op_type: A string (e.g., Pool and Conv) indicating the type of the NodeProto :param inputs: A list of strings. They are the input variables' names of the considered NodeProto :param outputs: A list of strings. They are the output variables' names of the considered NodeProto :param op_domain: The domain name (e.g., ai.onnx.ml) of the operator we are trying to add. :param op_version: The version number (e.g., 0 and 1) of the operator we are trying to add. :param name: name of the node, this name cannot be empty :param attrs: A Python dictionary. Keys and values are attributes' names and attributes' values, respectively. """ if "axes" in attrs and ( attrs["axes"] is None or not isinstance(attrs["axes"], (list, np.ndarray)) ): raise TypeError( f"axes must be a list or an array not {type(attrs['axes'])}." ) if name is None or not isinstance(name, str) or name == "": name = f"N{len(self.nodes)}" existing_names = set(n.name for n in self.nodes) if name in existing_names: name += f"-N{len(self.nodes)}" if op_domain is None: op_domain = get_domain() self._check_operator(op_type) if op_version is None: op_version = self._get_op_version(op_domain, op_type) if isinstance(inputs, str): inputs = [inputs] if isinstance(outputs, str): outputs = [outputs] logger.debug( "[Node] %r - %r -> %r (name=%r)", op_type, ",".join(inputs), ",".join(outputs), name, ) try: common = set(inputs) & set(outputs) except TypeError as e: raise TypeError( "inputs or outputs are wrong, inputs=%r, outputs=%r, node=%r." "" % (inputs, outputs, op_type) ) from e if common: raise RuntimeError( "inputs and outputs cannot have " "variables in common {} in node '{}' " "with name '{}'.".format(common, op_type, name) ) if not isinstance(inputs, list) or not all(isinstance(s, str) for s in inputs): type_list = ",".join(list(str(type(s)) for s in inputs)) raise ValueError("Inputs must be a list of string but get [%s]" % type_list) if not isinstance(outputs, list) or not all( isinstance(s, str) for s in outputs ): type_list = ",".join(list(str(type(s)) for s in outputs)) raise ValueError( "Outputs must be a list of string but get [%s]" % type_list ) upd = {} dtypes = set() for k, v in attrs.items(): if v is None: raise ValueError( "Failed to create ONNX node. Undefined " "attribute pair (%s, %s) found for type %r and " "version %r" % (k, v, op_type, op_version) ) if isinstance(v, np.ndarray): upd[k] = v dtypes.add(v.dtype) if upd: attrs.update(upd) if "dtype" in attrs and op_type != "EyeLike": raise RuntimeError("dtype should not be a parameter.") new_attrs = {} for k, v in attrs.items(): if hasattr(v, "shape") and len(v.shape) > 1: new_attrs[k] = np.array(v).ravel() continue new_attrs[k] = v try: node = make_node(op_type, inputs, outputs, name=name, **new_attrs) except (ValueError, TypeError) as e: raise ValueError( f"Unable to create node {op_type!r} with name={name!r} and " f"attributes={pprint.pformat(new_attrs)}." ) from e node.domain = op_domain self.node_domain_version_pair_sets.add((op_domain, op_version)) self.nodes.append(node) if ( self.target_opset is not None and op_version is not None and op_version > self.target_opset_any_domain(op_domain) ): raise RuntimeError( "Opset number {} is higher than targeted opsets {} for " "node type '{}' name='{}' input={} " "output={} (domain='{}').".format( op_version, self.target_opset_all, node.op_type, node.name, node.input, node.output, op_domain, ) ) def target_opset_any_domain(self, domain): target_opset = self.target_opset_all if isinstance(target_opset, dict): if domain in target_opset: to = target_opset[domain] else: to = None if to is None and domain == "": to = onnx_opset_version() if to is None: smap = C.schema_version_map() if domain in smap: to = smap[domain][1] if to is not None: return to return 1 return self.target_opset @property def target_opset_onnx(self): return self.target_opset_any_domain("") def _get_op_version(self, domain, op_type): """ Determines the highest version of operator *op_type* below or equal to *target_opset*. """ if not hasattr(self, "_op_versions"): self._build_op_version() key = domain, op_type vers = self._op_versions.get(key, None) if vers is None: if domain == "com.microsoft": vers = 1 else: warnings.warn( "Unable to find operator '{}' in domain '{}' in ONNX, " "op_version is forced to 1.".format(op_type, domain) ) vers = [1] highest = self.target_opset_any_domain(domain) pos = len(vers) - 1 while pos >= 0: if vers[pos] <= highest: return vers[pos] pos -= 1 raise RuntimeError( "Unable to find a suitable version for operator '{}' " "in domain '{}'. Available versions: {}.".format(op_type, domain, vers) ) def _build_op_version(self): res = {} for schema in get_all_schemas_with_history(): dom = schema.domain name = schema.name vers = schema.since_version if (dom, name) not in res: res[dom, name] = set() res[dom, name].add(vers) self._op_versions = {} for k, v in res.items(): self._op_versions[k] = list(sorted(v)) def _get_allowed_options(self, model): if self.registered_models is not None: if inspect.isfunction(model): if model not in self.registered_models["aliases"]: return None alias = self.registered_models["aliases"][model] elif hasattr(model, "alias"): alias = model.alias else: if type(model) not in self.registered_models["aliases"]: return {} alias = self.registered_models["aliases"][type(model)] conv = self.registered_models["conv"][alias] allowed = conv.get_allowed_options() if allowed is None: return {} return allowed clname = str(model) if inspect.isfunction(model) else model.__class__.__name__ raise NotImplementedError( "No registered models, no known allowed options " "for model '{}'.".format(clname) ) def validate_options(self, operator): """ Validates every operator allows the options given by the user at converter time for an operator. """ skl_op = operator.raw_operator self.get_options(skl_op) def get_options(self, model, default_values=None, fail=True): """ Returns additional options for a model. It first looks by class then by id (``id(model)``). :param model: model being converted :param default_values: default options (it is modified by the function) :param fail: fails if options not found :return: dictionary """ return _build_options( model, self.options, default_values, self._get_allowed_options(model), fail=fail, ) def has_options(self, model, option_name): """ Tells if a model allows one specific options. :param model: model being converted :return: boolean """ opts = self._get_allowed_options(model) return option_name in opts def ensure_topological_order(self): """ Ensures and modifies the order of nodes to have a topological order (every node in the list can only be an input for a node later in this list). The function raises an exception if a cycle is detected. """ order = {} for inp in self.inputs: name = inp.name order[name] = 0 for inp in self.initializers: name = inp.name order[name] = 0 n_iter = 0 missing_ops = [] cont = True while cont and n_iter < len(self.nodes) * 2: n_iter += 1 missing_names = set() missing_ops = [] cont = False for node in self.nodes: maxi = 0 for name in node.input: if name in order: maxi = max(maxi, order[name]) else: maxi = None missing_names.add(name) break if maxi is None: missing_ops.append(node) continue key = id(node) if key in order: continue cont = True maxi += 1 order[key] = maxi maxi += 1 for name in node.output: if name in order: raise RuntimeError( "Unable to sort a node (cycle). An output was " "already ordered with name %r (iteration=%r)." "" % (name, n_iter) ) order[name] = maxi if len(missing_names) == 0: continue if len(missing_ops) > 0: def nstr(name): if name in order: return "%s#%d" % (name, order[name]) return name rows = [ "%s(%s) -> [%s]" % ( n.name or n.op_type, ", ".join(map(nstr, n.input)), ", ".join(n.output), ) for n in missing_ops ] rows.insert(0, "") rows.append("--") rows.append("--all-nodes--") rows.append("--") rows.extend( "%s|%s(%s) -> [%s]" % ( n.op_type, n.name or n.op_type, ", ".join(map(nstr, n.input)), ", ".join(n.output), ) for n in self.nodes ) raise RuntimeError( "After %d iterations for %d nodes, still unable " "to sort names %r. The graph may be disconnected. " "List of operators: %s" % (n_iter, len(self.nodes), missing_names, "\n".join(rows)) ) topo = sorted( [ (order[id(node)], node.op_type, node.name, str(id(node))) for node in self.nodes ] ) map_nodes = {str(id(node)): node for node in self.nodes} self.nodes = [map_nodes[_[-1]] for _ in topo]
data/skl2onnx-1.16.0/skl2onnx/common/_container.py
14,673
9,023
345,296
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST ('partial',) IMPORT_NAME functools IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME jax STORE_NAME jax LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tree STORE_NAME tree LOAD_CONST 0 LOAD_CONST ('backend',) IMPORT_NAME keras.src IMPORT_FROM backend STORE_NAME backend POP_TOP LOAD_CONST 0 LOAD_CONST ('callbacks',) IMPORT_NAME keras.src IMPORT_FROM callbacks STORE_NAME callbacks_module POP_TOP LOAD_CONST 0 LOAD_CONST ('ops',) IMPORT_NAME keras.src IMPORT_FROM ops STORE_NAME ops POP_TOP LOAD_CONST 0 LOAD_CONST ('optimizers',) IMPORT_NAME keras.src IMPORT_FROM optimizers STORE_NAME optimizers_module POP_TOP LOAD_CONST 0 LOAD_CONST ('distribution_lib',) IMPORT_NAME keras.src.backend IMPORT_FROM distribution_lib STORE_NAME jax_distribution_lib POP_TOP LOAD_CONST 0 LOAD_CONST ('distribution_lib',) IMPORT_NAME keras.src.distribution IMPORT_FROM distribution_lib STORE_NAME distribution_lib POP_TOP LOAD_CONST 0 LOAD_CONST ('trainer',) IMPORT_NAME keras.src.trainers IMPORT_FROM trainer STORE_NAME base_trainer POP_TOP LOAD_CONST 0 LOAD_CONST ('data_adapter_utils',) IMPORT_NAME keras.src.trainers.data_adapters IMPORT_FROM data_adapter_utils STORE_NAME data_adapter_utils POP_TOP LOAD_CONST 0 LOAD_CONST ('EpochIterator',) IMPORT_NAME keras.src.trainers.epoch_iterator IMPORT_FROM EpochIterator STORE_NAME EpochIterator POP_TOP LOAD_CONST 0 LOAD_CONST ('traceback_utils',) IMPORT_NAME keras.src.utils IMPORT_FROM traceback_utils STORE_NAME traceback_utils POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object JAXTrainer at 0x7fab422311e0, file "f.py", line 21> LOAD_CONST 'JAXTrainer' MAKE_FUNCTION LOAD_CONST 'JAXTrainer' LOAD_NAME base_trainer LOAD_ATTR Trainer CALL_FUNCTION STORE_NAME JAXTrainer LOAD_CONST <code object _distribute_data at 0x7fab42231420, file "f.py", line 862> LOAD_CONST '_distribute_data' MAKE_FUNCTION STORE_NAME _distribute_data LOAD_BUILD_CLASS LOAD_CONST <code object JAXEpochIterator at 0x7fab81f3f5d0, file "f.py", line 875> LOAD_CONST 'JAXEpochIterator' MAKE_FUNCTION LOAD_CONST 'JAXEpochIterator' LOAD_NAME EpochIterator CALL_FUNCTION STORE_NAME JAXEpochIterator LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'JAXTrainer' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab427a68a0, file "f.py", line 22> LOAD_CONST 'JAXTrainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False, None) LOAD_CONST <code object compute_loss_and_updates at 0x7fab427a64b0, file "f.py", line 29> LOAD_CONST 'JAXTrainer.compute_loss_and_updates' MAKE_FUNCTION STORE_NAME compute_loss_and_updates LOAD_CONST <code object train_step at 0x7fab416860c0, file "f.py", line 64> LOAD_CONST 'JAXTrainer.train_step' MAKE_FUNCTION STORE_NAME train_step LOAD_CONST <code object test_step at 0x7fab41686540, file "f.py", line 116> LOAD_CONST 'JAXTrainer.test_step' MAKE_FUNCTION STORE_NAME test_step LOAD_CONST <code object predict_step at 0x7fab41686930, file "f.py", line 168> LOAD_CONST 'JAXTrainer.predict_step' MAKE_FUNCTION STORE_NAME predict_step LOAD_CONST (False,) LOAD_CONST <code object make_train_function at 0x7fab41686f60, file "f.py", line 191> LOAD_CONST 'JAXTrainer.make_train_function' MAKE_FUNCTION STORE_NAME make_train_function LOAD_CONST (False,) LOAD_CONST <code object make_test_function at 0x7fab8000fa50, file "f.py", line 220> LOAD_CONST 'JAXTrainer.make_test_function' MAKE_FUNCTION STORE_NAME make_test_function LOAD_CONST (False,) LOAD_CONST <code object make_predict_function at 0x7fab8000f150, file "f.py", line 249> LOAD_CONST 'JAXTrainer.make_predict_function' MAKE_FUNCTION STORE_NAME make_predict_function LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 1, 'auto', None, 0.0, None, True, None, None, 0, None, None, None, 1) LOAD_CONST <code object fit at 0x7fab81f2f810, file "f.py", line 288> LOAD_CONST 'JAXTrainer.fit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fit LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 'auto', None, None, None, False) LOAD_CONST <code object evaluate at 0x7fab81f2fe40, file "f.py", line 437> LOAD_CONST 'JAXTrainer.evaluate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME evaluate LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, 'auto', None, None) LOAD_CONST <code object predict at 0x7fab41751420, file "f.py", line 527> LOAD_CONST 'JAXTrainer.predict' MAKE_FUNCTION CALL_FUNCTION STORE_NAME predict LOAD_CONST (None, None, None, False) LOAD_CONST <code object train_on_batch at 0x7fab41257ed0, file "f.py", line 603> LOAD_CONST 'JAXTrainer.train_on_batch' MAKE_FUNCTION STORE_NAME train_on_batch LOAD_CONST (None, None, False) LOAD_CONST <code object test_on_batch at 0x7fab41257a50, file "f.py", line 659> LOAD_CONST 'JAXTrainer.test_on_batch' MAKE_FUNCTION STORE_NAME test_on_batch LOAD_CONST <code object predict_on_batch at 0x7fab41257030, file "f.py", line 696> LOAD_CONST 'JAXTrainer.predict_on_batch' MAKE_FUNCTION STORE_NAME predict_on_batch LOAD_CONST <code object jax_state_sync at 0x7fab41257db0, file "f.py", line 718> LOAD_CONST 'JAXTrainer.jax_state_sync' MAKE_FUNCTION STORE_NAME jax_state_sync LOAD_CONST <code object _record_training_state_sharding_spec at 0x7fab41257ae0, file "f.py", line 740> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec' MAKE_FUNCTION STORE_NAME _record_training_state_sharding_spec LOAD_CONST (None, None, None, None) LOAD_CONST <code object _enforce_jax_state_sharding at 0x7fab42231e40, file "f.py", line 757> LOAD_CONST 'JAXTrainer._enforce_jax_state_sharding' MAKE_FUNCTION STORE_NAME _enforce_jax_state_sharding LOAD_CONST (False, False, False, False) LOAD_CONST <code object _purge_model_variables at 0x7fab42231270, file "f.py", line 805> LOAD_CONST 'JAXTrainer._purge_model_variables' MAKE_FUNCTION STORE_NAME _purge_model_variables LOAD_CONST (False, False, False, False, False) LOAD_CONST <code object _get_jax_state at 0x7fab42231d20, file "f.py", line 835> LOAD_CONST 'JAXTrainer._get_jax_state' MAKE_FUNCTION STORE_NAME _get_jax_state LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR train_function LOAD_CONST None LOAD_FAST self STORE_ATTR test_function LOAD_CONST None LOAD_FAST self STORE_ATTR predict_function LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_FAST training LOAD_FAST kwargs LOAD_CONST 'training' STORE_SUBSCR LOAD_FAST self LOAD_ATTR stateless_call LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x BUILD_TUPLE LOAD_CONST 'return_losses' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST y_pred STORE_FAST non_trainable_variables STORE_FAST losses LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR trainable_variables LOAD_FAST trainable_variables CALL_FUNCTION CALL_FUNCTION STORE_FAST var_mapping LOAD_FAST var_mapping LOAD_METHOD extend LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR non_trainable_variables LOAD_FAST non_trainable_variables CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_FAST var_mapping LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 122 POP_TOP LOAD_FAST self LOAD_ATTR compute_loss LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST True LOAD_CONST ('allow_empty',) CALL_FUNCTION STORE_FAST loss POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST losses POP_JUMP_IF_FALSE LOAD_FAST loss LOAD_GLOBAL ops LOAD_METHOD sum LOAD_FAST losses CALL_METHOD INPLACE_ADD STORE_FAST loss LOAD_FAST loss STORE_FAST unscaled_loss LOAD_FAST training POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables LOAD_FAST optimizer_variables CALL_FUNCTION CALL_FUNCTION STORE_FAST mapping LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_FAST mapping LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 212 POP_TOP LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD scale_loss LOAD_FAST loss CALL_METHOD STORE_FAST loss POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST loss LOAD_FAST unscaled_loss LOAD_FAST y_pred LOAD_FAST non_trainable_variables BUILD_TUPLE BUILD_TUPLE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_GLOBAL jax LOAD_ATTR value_and_grad LOAD_FAST self LOAD_ATTR compute_loss_and_updates LOAD_CONST True LOAD_CONST ('has_aux',) CALL_FUNCTION STORE_FAST grad_fn LOAD_FAST grad_fn LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_CONST True LOAD_FAST optimizer_variables LOAD_CONST ('training', 'optimizer_variables') CALL_FUNCTION UNPACK_SEQUENCE UNPACK_SEQUENCE STORE_FAST loss STORE_FAST aux STORE_FAST grads LOAD_FAST aux UNPACK_SEQUENCE STORE_FAST unscaled_loss STORE_FAST y_pred STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD stateless_apply LOAD_FAST optimizer_variables LOAD_FAST grads LOAD_FAST trainable_variables CALL_METHOD UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST optimizer_variables LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_CONST <code object <listcomp> at 0x7fab427a6ae0, file "f.py", line 93> LOAD_CONST 'JAXTrainer.train_step.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 168 STORE_FAST scope LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST unscaled_loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST STORE_FAST new_metrics_variables SETUP_LOOP to 228 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 226 STORE_FAST ref_v LOAD_FAST scope LOAD_METHOD get_current_value LOAD_FAST ref_v CALL_METHOD STORE_FAST new_v LOAD_FAST new_v LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ref_v LOAD_ATTR value STORE_FAST new_v LOAD_FAST new_metrics_variables LOAD_METHOD append LOAD_FAST new_v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_metrics_variables STORE_FAST metrics_variables LOAD_FAST self LOAD_METHOD _enforce_jax_state_sharding LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables CALL_METHOD STORE_FAST state LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_FAST self LOAD_ATTR compute_loss_and_updates LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_CONST False LOAD_CONST ('training',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST loss STORE_FAST aux LOAD_FAST aux UNPACK_SEQUENCE STORE_FAST unscaled_loss STORE_FAST y_pred STORE_FAST non_trainable_variables LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_CONST <code object <listcomp> at 0x7fab416865d0, file "f.py", line 135> LOAD_CONST 'JAXTrainer.test_step.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 126 STORE_FAST scope LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST unscaled_loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST STORE_FAST new_metrics_variables SETUP_LOOP to 186 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 184 STORE_FAST ref_v LOAD_FAST scope LOAD_METHOD get_current_value LOAD_FAST ref_v CALL_METHOD STORE_FAST new_v LOAD_FAST new_v LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ref_v LOAD_ATTR value STORE_FAST new_v LOAD_FAST new_metrics_variables LOAD_METHOD append LOAD_FAST new_v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_metrics_variables STORE_FAST metrics_variables LOAD_FAST self LOAD_ATTR _enforce_jax_state_sharding LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_CONST None LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST _ STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables BUILD_TUPLE STORE_FAST state LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables BUILD_MAP STORE_FAST kwargs LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST kwargs LOAD_CONST 'training' STORE_SUBSCR LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST _ STORE_FAST _ LOAD_FAST self LOAD_ATTR stateless_call LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR _enforce_jax_state_sharding LOAD_CONST None LOAD_FAST non_trainable_variables LOAD_CONST None LOAD_CONST None LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST non_trainable_variables STORE_FAST _ STORE_FAST _ LOAD_FAST outputs LOAD_FAST non_trainable_variables BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_ATTR train_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR train_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_train_step at 0x7fab41686030, file "f.py", line 195> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.one_train_step' MAKE_FUNCTION STORE_DEREF one_train_step LOAD_CLOSURE one_train_step BUILD_TUPLE LOAD_CONST <code object multi_train_steps at 0x7fab416861e0, file "f.py", line 199> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.multi_train_steps' MAKE_FUNCTION STORE_FAST multi_train_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_train_steps STORE_DEREF train_step JUMP_FORWARD to 64 LOAD_DEREF one_train_step STORE_DEREF train_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL partial LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CONST 'state' LOAD_CONST ('donate_argnames',) CALL_FUNCTION LOAD_CLOSURE train_step BUILD_TUPLE LOAD_CONST <code object compiled_train_step at 0x7fab416864b0, file "f.py", line 211> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.compiled_train_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_train_step LOAD_FAST compiled_train_step LOAD_DEREF self STORE_ATTR train_function JUMP_FORWARD to 116 LOAD_DEREF train_step LOAD_DEREF self STORE_ATTR train_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD train_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE SETUP_LOOP to 30 LOAD_FAST data GET_ITER FOR_ITER to 28 STORE_FAST single_step_data LOAD_DEREF one_train_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state JUMP_ABSOLUTE POP_BLOCK LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE LOAD_DEREF train_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_DEREF self LOAD_ATTR test_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR test_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_test_step at 0x7fab41686db0, file "f.py", line 224> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.one_test_step' MAKE_FUNCTION STORE_DEREF one_test_step LOAD_CLOSURE one_test_step BUILD_TUPLE LOAD_CONST <code object multi_test_steps at 0x7fab41686c90, file "f.py", line 228> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.multi_test_steps' MAKE_FUNCTION STORE_FAST multi_test_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_test_steps STORE_DEREF test_step JUMP_FORWARD to 64 LOAD_DEREF one_test_step STORE_DEREF test_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL partial LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CONST 'state' LOAD_CONST ('donate_argnames',) CALL_FUNCTION LOAD_CLOSURE test_step BUILD_TUPLE LOAD_CONST <code object compiled_test_step at 0x7fab8000f4b0, file "f.py", line 240> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.compiled_test_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_test_step LOAD_FAST compiled_test_step LOAD_DEREF self STORE_ATTR test_function JUMP_FORWARD to 116 LOAD_DEREF test_step LOAD_DEREF self STORE_ATTR test_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD test_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE SETUP_LOOP to 30 LOAD_FAST data GET_ITER FOR_ITER to 28 STORE_FAST single_step_data LOAD_DEREF one_test_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state JUMP_ABSOLUTE POP_BLOCK LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE LOAD_DEREF test_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_DEREF self LOAD_ATTR predict_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR predict_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_predict_step at 0x7fab8000fed0, file "f.py", line 253> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.one_predict_step' MAKE_FUNCTION STORE_DEREF one_predict_step LOAD_CLOSURE one_predict_step BUILD_TUPLE LOAD_CONST <code object multi_predict_steps at 0x7fab8000f540, file "f.py", line 257> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.multi_predict_steps' MAKE_FUNCTION STORE_FAST multi_predict_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_predict_steps STORE_DEREF predict_step JUMP_FORWARD to 64 LOAD_DEREF one_predict_step STORE_DEREF predict_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CLOSURE predict_step BUILD_TUPLE LOAD_CONST <code object compiled_predict_step at 0x7fab8000f660, file "f.py", line 279> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.compiled_predict_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_predict_step LOAD_FAST compiled_predict_step LOAD_DEREF self STORE_ATTR predict_function JUMP_FORWARD to 108 LOAD_DEREF predict_step LOAD_DEREF self STORE_ATTR predict_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD predict_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_DEREF one_predict_step LOAD_FAST state LOAD_FAST data LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST trainable_variables SETUP_LOOP to 78 LOAD_FAST data LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 76 STORE_FAST single_step_data LOAD_DEREF one_predict_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST step_outputs STORE_FAST trainable_variables LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab8000f030, file "f.py", line 266> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.multi_predict_steps.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST step_outputs CALL_METHOD STORE_FAST outputs JUMP_ABSOLUTE POP_BLOCK LOAD_FAST outputs LOAD_FAST trainable_variables BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL jax LOAD_ATTR numpy LOAD_METHOD concatenate LOAD_FAST t1 LOAD_FAST t2 BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_DEREF predict_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'fit' CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _eval_epoch_iterator LOAD_FAST validation_split POP_JUMP_IF_FALSE LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_ATTR train_validation_split LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE LOAD_FAST validation_split LOAD_CONST ('validation_split',) CALL_FUNCTION UNPACK_SEQUENCE UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight STORE_FAST validation_data LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST validation_data CALL_METHOD UNPACK_SEQUENCE STORE_FAST val_x STORE_FAST val_y STORE_FAST val_sample_weight LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps_per_epoch LOAD_FAST shuffle LOAD_FAST class_weight LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'class_weight', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST epoch_iterator LOAD_CONST ('iterator',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_FAST epochs LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_training LOAD_FAST callbacks LOAD_METHOD on_train_begin CALL_METHOD POP_TOP EXTENDED_ARG SETUP_LOOP to 572 LOAD_GLOBAL range LOAD_FAST initial_epoch LOAD_FAST epochs CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 570 STORE_FAST epoch LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_begin LOAD_FAST epoch CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced SETUP_LOOP to 372 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 370 UNPACK_SEQUENCE STORE_FAST step STORE_FAST data LOAD_FAST callbacks LOAD_METHOD on_train_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD train_function LOAD_FAST state LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST callbacks LOAD_METHOD on_train_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL jax LOAD_METHOD spmd_mode LOAD_CONST 'allow_all' CALL_METHOD SETUP_WITH to 404 POP_TOP LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST epoch_logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _should_eval LOAD_FAST epoch LOAD_FAST validation_freq CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL JAXEpochIterator LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_FAST validation_steps LOAD_CONST False LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_execution', 'steps_per_epoch', 'shuffle') CALL_FUNCTION LOAD_FAST self STORE_ATTR _eval_epoch_iterator LOAD_FAST self LOAD_ATTR evaluate LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST validation_steps LOAD_FAST callbacks LOAD_CONST True LOAD_CONST True LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps', 'callbacks', 'return_dict', '_use_cached_eval_dataset') CALL_FUNCTION STORE_FAST val_logs LOAD_CONST <code object <dictcomp> at 0x7fab81f37030, file "f.py", line 420> LOAD_CONST 'JAXTrainer.fit.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST val_logs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST val_logs LOAD_FAST epoch_logs LOAD_METHOD update LOAD_FAST val_logs CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_end LOAD_FAST epoch LOAD_FAST epoch_logs CALL_METHOD POP_TOP LOAD_FAST epoch_logs STORE_FAST training_logs LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR optimizer LOAD_GLOBAL optimizers_module LOAD_ATTR Optimizer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST epochs LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD finalize_variable_values LOAD_FAST self LOAD_ATTR trainable_weights CALL_METHOD POP_TOP LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self DELETE_ATTR _eval_epoch_iterator LOAD_FAST callbacks LOAD_ATTR on_train_end LOAD_FAST training_logs LOAD_CONST ('logs',) CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_ATTR history RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST name STORE_FAST val LOAD_FAST val LOAD_CONST 'val_' LOAD_FAST name BINARY_ADD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'evaluate' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST '_use_cached_eval_dataset' LOAD_CONST False CALL_METHOD STORE_FAST use_cached_eval_dataset LOAD_FAST kwargs POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments not recognized: ' LOAD_FAST kwargs FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST use_cached_eval_dataset POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _eval_epoch_iterator STORE_FAST epoch_iterator JUMP_FORWARD to 76 LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST epoch_iterator LOAD_CONST ('iterator',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_evaluating LOAD_FAST callbacks LOAD_METHOD on_test_begin CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST logs LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced SETUP_LOOP to 306 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 304 UNPACK_SEQUENCE STORE_FAST step STORE_FAST data LOAD_FAST callbacks LOAD_METHOD on_test_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD test_function LOAD_FAST state LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST callbacks LOAD_METHOD on_test_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_evaluating POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL jax LOAD_METHOD spmd_mode LOAD_CONST 'allow_all' CALL_METHOD SETUP_WITH to 338 POP_TOP LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST callbacks LOAD_METHOD on_test_end LOAD_FAST logs CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST return_dict EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'batch_size', 'steps_per_epoch', 'shuffle', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f2fb70, file "f.py", line 537> LOAD_CONST 'JAXTrainer.predict.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD _flatten_layers CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE SETUP_LOOP to 114 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 112 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST data LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST _ STORE_FAST _ LOAD_GLOBAL backend LOAD_METHOD StatelessScope CALL_METHOD SETUP_WITH to 102 POP_TOP LOAD_FAST self LOAD_FAST x CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_predicting LOAD_FAST callbacks LOAD_METHOD on_predict_begin CALL_METHOD POP_TOP LOAD_CONST <code object append_to_outputs at 0x7fab417514b0, file "f.py", line 560> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs' MAKE_FUNCTION STORE_FAST append_to_outputs LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None STORE_FAST outputs LOAD_CONST None STORE_FAST non_trainable_variables SETUP_LOOP to 344 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 342 UNPACK_SEQUENCE STORE_FAST step STORE_FAST x LOAD_FAST callbacks LOAD_METHOD on_predict_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables') CALL_FUNCTION STORE_FAST state LOAD_FAST self LOAD_ATTR _purge_model_variables LOAD_CONST True LOAD_CONST ('non_trainable_variables',) CALL_FUNCTION POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced JUMP_FORWARD to 290 LOAD_FAST state LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST non_trainable_variables BUILD_TUPLE STORE_FAST state LOAD_FAST self LOAD_METHOD predict_function LOAD_FAST state LOAD_FAST x CALL_METHOD UNPACK_SEQUENCE STORE_FAST batch_outputs STORE_FAST non_trainable_variables LOAD_FAST append_to_outputs LOAD_FAST batch_outputs LOAD_FAST outputs CALL_FUNCTION STORE_FAST outputs LOAD_FAST callbacks LOAD_METHOD on_predict_batch_end LOAD_FAST step LOAD_CONST 'outputs' LOAD_FAST batch_outputs BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_predicting POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'non_trainable_variables' LOAD_FAST non_trainable_variables BUILD_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_predict_end CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_GLOBAL np LOAD_ATTR concatenate LOAD_FAST outputs CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST layer LOAD_FAST layer LOAD_ATTR built YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fadb5811c00, file "f.py", line 563> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST batch_outputs CALL_METHOD STORE_FAST outputs JUMP_FORWARD to 46 LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_CONST <code object <lambda> at 0x7fab41751030, file "f.py", line 569> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST batch_outputs CALL_METHOD POP_TOP LOAD_FAST outputs RETURN_VALUE LOAD_FAST batch_output BUILD_LIST RETURN_VALUE LOAD_FAST output LOAD_METHOD append LOAD_FAST batch_output CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'train_on_batch' CALL_METHOD POP_TOP LOAD_FAST class_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST sample_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments `sample_weight` and `class_weight` cannot be specified at the same time. Received: sample_weight=' LOAD_FAST sample_weight FORMAT_VALUE LOAD_CONST ', class_weight=' LOAD_FAST class_weight FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL data_adapter_utils LOAD_METHOD class_weight_to_sample_weights LOAD_FAST y LOAD_FAST class_weight CALL_METHOD STORE_FAST sample_weight LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE STORE_FAST data LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST data LOAD_CONST ('data_batch',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD train_function LOAD_FAST state LOAD_FAST data BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab41257420, file "f.py", line 654> LOAD_CONST 'JAXTrainer.train_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'test_on_batch' CALL_METHOD POP_TOP LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE STORE_FAST data LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST data LOAD_CONST ('data_batch',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD test_function LOAD_FAST state LOAD_FAST data BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab41257810, file "f.py", line 691> LOAD_CONST 'JAXTrainer.test_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab412571e0, file "f.py", line 697> LOAD_CONST 'JAXTrainer.predict_on_batch.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD _flatten_layers CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL backend LOAD_METHOD StatelessScope CALL_METHOD SETUP_WITH to 44 POP_TOP LOAD_FAST self LOAD_FAST x CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD predict_function LOAD_FAST state LOAD_FAST x BUILD_TUPLE BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST batch_outputs STORE_FAST non_trainable_variables LOAD_CONST 'non_trainable_variables' LOAD_FAST non_trainable_variables BUILD_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab41257b70, file "f.py", line 715> LOAD_CONST 'JAXTrainer.predict_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST batch_outputs CALL_METHOD STORE_FAST batch_outputs LOAD_FAST batch_outputs RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST layer LOAD_FAST layer LOAD_ATTR built YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_jax_state' LOAD_CONST None CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _jax_state_synced POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'trainable_variables' LOAD_CONST None CALL_METHOD STORE_FAST trainable_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'non_trainable_variables' LOAD_CONST None CALL_METHOD STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'optimizer_variables' LOAD_CONST None CALL_METHOD STORE_FAST optimizer_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'metrics_variables' LOAD_CONST None CALL_METHOD STORE_FAST metrics_variables LOAD_FAST trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 118 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR trainable_variables LOAD_FAST trainable_variables CALL_FUNCTION GET_ITER FOR_ITER to 116 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 158 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR non_trainable_variables LOAD_FAST non_trainable_variables CALL_FUNCTION GET_ITER FOR_ITER to 156 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE SETUP_LOOP to 200 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables LOAD_FAST optimizer_variables CALL_FUNCTION GET_ITER FOR_ITER to 198 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST metrics_variables POP_JUMP_IF_FALSE SETUP_LOOP to 240 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER FOR_ITER to 238 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab41257150, file "f.py", line 742> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _trainable_variable_shardings LOAD_CONST <code object <listcomp> at 0x7fab41257930, file "f.py", line 745> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _non_trainable_variable_shardings LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'optimizer' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab41257270, file "f.py", line 749> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _optimizer_variable_shardings JUMP_FORWARD to 84 BUILD_LIST LOAD_FAST self STORE_ATTR _optimizer_variable_shardings LOAD_CONST <code object <listcomp> at 0x7fab41257540, file "f.py", line 754> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _metrics_variable_shardings LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST trainable_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST trainable_variables LOAD_FAST non_trainable_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST non_trainable_variables LOAD_FAST optimizer_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST optimizer_variables LOAD_FAST metrics_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST metrics_variables SETUP_LOOP to 82 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST trainable_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 80 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST trainable_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _trainable_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST trainable_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 132 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST non_trainable_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 130 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST non_trainable_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _non_trainable_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST non_trainable_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 182 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST optimizer_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 180 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST optimizer_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _optimizer_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST optimizer_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 232 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST metrics_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 230 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST metrics_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _metrics_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST metrics_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables BUILD_TUPLE RETURN_VALUE LOAD_FAST trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 26 LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER FOR_ITER to 24 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 52 LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER FOR_ITER to 50 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE SETUP_LOOP to 80 LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER FOR_ITER to 78 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST metrics_variables POP_JUMP_IF_FALSE SETUP_LOOP to 106 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 104 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST state LOAD_FAST trainable_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab412576f0, file "f.py", line 845> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab422316f0, file "f.py", line 847> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab42231030, file "f.py", line 849> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST metrics_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab42231150, file "f.py", line 851> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST purge_model_variables POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _purge_model_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION POP_TOP LOAD_GLOBAL tuple LOAD_FAST state CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL distribution_lib LOAD_METHOD distribution CALL_METHOD STORE_DEREF distribution LOAD_DEREF distribution LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CLOSURE distribution BUILD_TUPLE LOAD_CONST <code object distribute_single_value at 0x7fab42231300, file "f.py", line 866> LOAD_CONST '_distribute_data.<locals>.distribute_single_value' MAKE_FUNCTION STORE_FAST distribute_single_value LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_FAST distribute_single_value LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_GLOBAL jax LOAD_ATTR device_put LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF distribution LOAD_METHOD get_data_layout LOAD_FAST d LOAD_ATTR shape CALL_METHOD STORE_FAST layout LOAD_GLOBAL jax_distribution_lib LOAD_METHOD distribute_data_input LOAD_FAST d LOAD_FAST layout CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'JAXEpochIterator' STORE_NAME __qualname__ LOAD_CONST <code object _get_iterator at 0x7fab823989c0, file "f.py", line 876> LOAD_CONST 'JAXEpochIterator._get_iterator' MAKE_FUNCTION STORE_NAME _get_iterator LOAD_CONST <code object _prefetch_numpy_iterator at 0x7fab82398e40, file "f.py", line 879> LOAD_CONST 'JAXEpochIterator._prefetch_numpy_iterator' MAKE_FUNCTION STORE_NAME _prefetch_numpy_iterator LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _prefetch_numpy_iterator LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD get_jax_iterator CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD deque CALL_METHOD STORE_DEREF queue LOAD_CONST (2,) LOAD_CLOSURE numpy_iterator LOAD_CLOSURE queue BUILD_TUPLE LOAD_CONST <code object enqueue at 0x7fab82398ed0, file "f.py", line 892> LOAD_CONST 'JAXEpochIterator._prefetch_numpy_iterator.<locals>.enqueue' MAKE_FUNCTION STORE_FAST enqueue LOAD_FAST enqueue LOAD_CONST 2 LOAD_CONST ('n',) CALL_FUNCTION POP_TOP SETUP_LOOP to 62 LOAD_DEREF queue POP_JUMP_IF_FALSE LOAD_DEREF queue LOAD_METHOD popleft CALL_METHOD YIELD_VALUE POP_TOP LOAD_FAST enqueue LOAD_CONST 1 CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 36 LOAD_GLOBAL itertools LOAD_METHOD islice LOAD_DEREF numpy_iterator LOAD_FAST n CALL_METHOD GET_ITER FOR_ITER to 34 STORE_FAST data LOAD_DEREF queue LOAD_METHOD append LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
import collections import itertools from functools import partial import jax import numpy as np import tree from keras.src import backend from keras.src import callbacks as callbacks_module from keras.src import ops from keras.src import optimizers as optimizers_module from keras.src.backend import distribution_lib as jax_distribution_lib from keras.src.distribution import distribution_lib from keras.src.trainers import trainer as base_trainer from keras.src.trainers.data_adapters import data_adapter_utils from keras.src.trainers.epoch_iterator import EpochIterator from keras.src.utils import traceback_utils class JAXTrainer(base_trainer.Trainer): def __init__(self): super().__init__() self.train_function = None self.test_function = None self.predict_function = None self._jax_state_synced = True def compute_loss_and_updates( self, trainable_variables, non_trainable_variables, x, y, sample_weight, training=False, optimizer_variables=None, ): """This method is stateless and is intended for use with jax.grad.""" kwargs = {} if self._call_has_training_arg: kwargs["training"] = training y_pred, non_trainable_variables, losses = self.stateless_call( trainable_variables, non_trainable_variables, x, return_losses=True, **kwargs, ) var_mapping = list(zip(self.trainable_variables, trainable_variables)) var_mapping.extend(zip(self.non_trainable_variables, non_trainable_variables)) with backend.StatelessScope(state_mapping=var_mapping): loss = self.compute_loss(x, y, y_pred, sample_weight, allow_empty=True) if losses: loss += ops.sum(losses) unscaled_loss = loss if training and self.optimizer is not None: mapping = list(zip(self.optimizer.variables, optimizer_variables)) with backend.StatelessScope(state_mapping=mapping): loss = self.optimizer.scale_loss(loss) return loss, (unscaled_loss, y_pred, non_trainable_variables) def train_step(self, state, data): ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) grad_fn = jax.value_and_grad(self.compute_loss_and_updates, has_aux=True) (loss, aux), grads = grad_fn( trainable_variables, non_trainable_variables, x, y, sample_weight, training=True, optimizer_variables=optimizer_variables, ) (unscaled_loss, y_pred, non_trainable_variables) = aux ( trainable_variables, optimizer_variables, ) = self.optimizer.stateless_apply( optimizer_variables, grads, trainable_variables ) with backend.StatelessScope( state_mapping=[ (ref_v, v) for ref_v, v in zip(self.metrics_variables, metrics_variables) ] ) as scope: self._loss_tracker.update_state(unscaled_loss) logs = self.compute_metrics(x, y, y_pred, sample_weight) new_metrics_variables = [] for ref_v in self.metrics_variables: new_v = scope.get_current_value(ref_v) if new_v is None: new_v = ref_v.value new_metrics_variables.append(new_v) metrics_variables = new_metrics_variables state = self._enforce_jax_state_sharding( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) return logs, state def test_step(self, state, data): ( trainable_variables, non_trainable_variables, metrics_variables, ) = state x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) loss, aux = self.compute_loss_and_updates( trainable_variables, non_trainable_variables, x, y, sample_weight, training=False, ) (unscaled_loss, y_pred, non_trainable_variables) = aux with backend.StatelessScope( state_mapping=[ (ref_v, v) for ref_v, v in zip(self.metrics_variables, metrics_variables) ] ) as scope: self._loss_tracker.update_state(unscaled_loss) logs = self.compute_metrics(x, y, y_pred, sample_weight) new_metrics_variables = [] for ref_v in self.metrics_variables: new_v = scope.get_current_value(ref_v) if new_v is None: new_v = ref_v.value new_metrics_variables.append(new_v) metrics_variables = new_metrics_variables ( trainable_variables, non_trainable_variables, _, metrics_variables, ) = self._enforce_jax_state_sharding( trainable_variables=trainable_variables, non_trainable_variables=non_trainable_variables, optimizer_variables=None, metrics_variables=metrics_variables, ) state = ( trainable_variables, non_trainable_variables, metrics_variables, ) return logs, state def predict_step(self, state, data): trainable_variables, non_trainable_variables = state kwargs = {} if self._call_has_training_arg: kwargs["training"] = False x, _, _ = data_adapter_utils.unpack_x_y_sample_weight(data) outputs, non_trainable_variables = self.stateless_call( trainable_variables, non_trainable_variables, x, **kwargs ) ( _, non_trainable_variables, _, _, ) = self._enforce_jax_state_sharding( trainable_variables=None, non_trainable_variables=non_trainable_variables, optimizer_variables=None, metrics_variables=None, ) return outputs, non_trainable_variables def make_train_function(self, force=False): if self.train_function is not None and not force: return self.train_function def one_train_step(state, data): data = data[0] return self.train_step(state, data) def multi_train_steps(state, data): for single_step_data in data: logs, state = one_train_step(state, [single_step_data]) return logs, state if self.steps_per_execution > 1: train_step = multi_train_steps else: train_step = one_train_step if not self.run_eagerly and self.jit_compile: @partial(jax.jit, donate_argnames="state") def compiled_train_step(state, data): return train_step(state, data) self.train_function = compiled_train_step else: self.train_function = train_step def make_test_function(self, force=False): if self.test_function is not None and not force: return self.test_function def one_test_step(state, data): data = data[0] return self.test_step(state, data) def multi_test_steps(state, data): for single_step_data in data: logs, state = one_test_step(state, [single_step_data]) return logs, state if self.steps_per_execution > 1: test_step = multi_test_steps else: test_step = one_test_step if not self.run_eagerly and self.jit_compile: @partial(jax.jit, donate_argnames="state") def compiled_test_step(state, data): return test_step(state, data) self.test_function = compiled_test_step else: self.test_function = test_step def make_predict_function(self, force=False): if self.predict_function is not None and not force: return self.predict_function def one_predict_step(state, data): data = data[0] return self.predict_step(state, data) def multi_predict_steps(state, data): outputs, trainable_variables = one_predict_step(state, data[:1]) for single_step_data in data[1:]: step_outputs, trainable_variables = one_predict_step( state, [single_step_data], ) outputs = tree.map_structure( lambda t1, t2: jax.numpy.concatenate([t1, t2]), outputs, step_outputs, ) return outputs, trainable_variables if self.steps_per_execution > 1: predict_step = multi_predict_steps else: predict_step = one_predict_step if not self.run_eagerly and self.jit_compile: @jax.jit def compiled_predict_step(state, data): return predict_step(state, data) self.predict_function = compiled_predict_step else: self.predict_function = predict_step @traceback_utils.filter_traceback def fit( self, x=None, y=None, batch_size=None, epochs=1, verbose="auto", callbacks=None, validation_split=0.0, validation_data=None, shuffle=True, class_weight=None, sample_weight=None, initial_epoch=0, steps_per_epoch=None, validation_steps=None, validation_batch_size=None, validation_freq=1, ): self._assert_compile_called("fit") self._eval_epoch_iterator = None if validation_split and validation_data is None: ( x, y, sample_weight, ), validation_data = data_adapter_utils.train_validation_split( (x, y, sample_weight), validation_split=validation_split ) if validation_data is not None: ( val_x, val_y, val_sample_weight, ) = data_adapter_utils.unpack_x_y_sample_weight(validation_data) epoch_iterator = JAXEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps_per_epoch, shuffle=shuffle, class_weight=class_weight, steps_per_execution=self.steps_per_execution, ) self._symbolic_build(iterator=epoch_iterator) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=epochs, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_train_function() self.stop_training = False callbacks.on_train_begin() for epoch in range(initial_epoch, epochs): self.reset_metrics() callbacks.on_epoch_begin(epoch) self._jax_state_synced = True for step, data in epoch_iterator.enumerate_epoch(): callbacks.on_train_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, optimizer_variables=True, metrics_variables=True, purge_model_variables=True, ) self._jax_state_synced = False logs, state = self.train_function(state, data) ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "optimizer_variables": optimizer_variables, "metrics_variables": metrics_variables, } callbacks.on_train_batch_end(step, self._pythonify_logs(logs)) if self.stop_training: break self.jax_state_sync() with jax.spmd_mode("allow_all"): epoch_logs = self.get_metrics_result() if validation_data is not None and self._should_eval( epoch, validation_freq ): if getattr(self, "_eval_epoch_iterator", None) is None: self._eval_epoch_iterator = JAXEpochIterator( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, steps_per_execution=self.steps_per_execution, steps_per_epoch=validation_steps, shuffle=False, ) val_logs = self.evaluate( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, steps=validation_steps, callbacks=callbacks, return_dict=True, _use_cached_eval_dataset=True, ) val_logs = {"val_" + name: val for name, val in val_logs.items()} epoch_logs.update(val_logs) callbacks.on_epoch_end(epoch, epoch_logs) training_logs = epoch_logs if self.stop_training: break if isinstance(self.optimizer, optimizers_module.Optimizer) and epochs > 0: self.optimizer.finalize_variable_values(self.trainable_weights) if getattr(self, "_eval_epoch_iterator", None) is not None: del self._eval_epoch_iterator callbacks.on_train_end(logs=training_logs) self._jax_state = None return self.history @traceback_utils.filter_traceback def evaluate( self, x=None, y=None, batch_size=None, verbose="auto", sample_weight=None, steps=None, callbacks=None, return_dict=False, **kwargs, ): self._assert_compile_called("evaluate") use_cached_eval_dataset = kwargs.pop("_use_cached_eval_dataset", False) if kwargs: raise ValueError(f"Arguments not recognized: {kwargs}") if use_cached_eval_dataset: epoch_iterator = self._eval_epoch_iterator else: epoch_iterator = JAXEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, steps_per_execution=self.steps_per_execution, ) self._symbolic_build(iterator=epoch_iterator) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_test_function() self.stop_evaluating = False callbacks.on_test_begin() logs = None self.reset_metrics() self._jax_state_synced = True for step, data in epoch_iterator.enumerate_epoch(): callbacks.on_test_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=True, purge_model_variables=True, ) self._jax_state_synced = False logs, state = self.test_function(state, data) ( trainable_variables, non_trainable_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "metrics_variables": metrics_variables, } callbacks.on_test_batch_end(step, self._pythonify_logs(logs)) if self.stop_evaluating: break self.jax_state_sync() with jax.spmd_mode("allow_all"): logs = self.get_metrics_result() callbacks.on_test_end(logs) self._jax_state = None if return_dict: return logs return self._flatten_metrics_in_order(logs) @traceback_utils.filter_traceback def predict(self, x, batch_size=None, verbose="auto", steps=None, callbacks=None): epoch_iterator = JAXEpochIterator( x=x, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, steps_per_execution=self.steps_per_execution, ) if not all(layer.built for layer in self._flatten_layers()): for _, data in epoch_iterator.enumerate_epoch(): x, _, _ = data_adapter_utils.unpack_x_y_sample_weight(data[0]) with backend.StatelessScope(): self(x) break if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_predict_function() self.stop_predicting = False callbacks.on_predict_begin() def append_to_outputs(batch_outputs, outputs): if outputs is None: outputs = tree.map_structure( lambda batch_output: [batch_output], batch_outputs, ) else: tree.map_structure_up_to( batch_outputs, lambda output, batch_output: output.append(batch_output), outputs, batch_outputs, ) return outputs self._jax_state_synced = True outputs = None non_trainable_variables = None for step, x in epoch_iterator.enumerate_epoch(): callbacks.on_predict_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, ) self._purge_model_variables(non_trainable_variables=True) self._jax_state_synced = False else: state = (state[0], non_trainable_variables) batch_outputs, non_trainable_variables = self.predict_function(state, x) outputs = append_to_outputs(batch_outputs, outputs) callbacks.on_predict_batch_end(step, {"outputs": batch_outputs}) if self.stop_predicting: break self._jax_state = { "non_trainable_variables": non_trainable_variables, } self.jax_state_sync() callbacks.on_predict_end() self._jax_state = None return tree.map_structure_up_to(batch_outputs, np.concatenate, outputs) def train_on_batch( self, x, y=None, sample_weight=None, class_weight=None, return_dict=False, ): self._assert_compile_called("train_on_batch") if class_weight is not None: if sample_weight is not None: raise ValueError( "Arguments `sample_weight` and `class_weight` " "cannot be specified at the same time. " f"Received: sample_weight={sample_weight}, " f"class_weight={class_weight}" ) sample_weight = data_adapter_utils.class_weight_to_sample_weights( y, class_weight ) data = (x, y, sample_weight) data = _distribute_data(data) self._symbolic_build(data_batch=data) self._record_training_state_sharding_spec() self.make_train_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, optimizer_variables=True, metrics_variables=True, purge_model_variables=False, ) self._jax_state_synced = False logs, state = self.train_function(state, [data]) ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "optimizer_variables": optimizer_variables, "metrics_variables": metrics_variables, } self.jax_state_sync() logs = tree.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def test_on_batch( self, x, y=None, sample_weight=None, return_dict=False, ): self._assert_compile_called("test_on_batch") data = (x, y, sample_weight) data = _distribute_data(data) self._symbolic_build(data_batch=data) self._record_training_state_sharding_spec() self.make_test_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=True, purge_model_variables=False, ) self._jax_state_synced = False logs, state = self.test_function(state, [data]) trainable_variables, non_trainable_variables, metrics_variables = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "metrics_variables": metrics_variables, } self.jax_state_sync() logs = tree.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def predict_on_batch(self, x): if not all(layer.built for layer in self._flatten_layers()): with backend.StatelessScope(): self(x) self._record_training_state_sharding_spec() self.make_predict_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=False, purge_model_variables=False, ) self._jax_state_synced = False batch_outputs, non_trainable_variables = self.predict_function(state, [(x,)]) self._jax_state = { "non_trainable_variables": non_trainable_variables, } self.jax_state_sync() batch_outputs = tree.map_structure(lambda x: np.array(x), batch_outputs) return batch_outputs def jax_state_sync(self): if not getattr(self, "_jax_state", None) or self._jax_state_synced: return trainable_variables = self._jax_state.get("trainable_variables", None) non_trainable_variables = self._jax_state.get("non_trainable_variables", None) optimizer_variables = self._jax_state.get("optimizer_variables", None) metrics_variables = self._jax_state.get("metrics_variables", None) if trainable_variables: for ref_v, v in zip(self.trainable_variables, trainable_variables): ref_v.assign(v) if non_trainable_variables: for ref_v, v in zip(self.non_trainable_variables, non_trainable_variables): ref_v.assign(v) if optimizer_variables: for ref_v, v in zip(self.optimizer.variables, optimizer_variables): ref_v.assign(v) if metrics_variables: for ref_v, v in zip(self.metrics_variables, metrics_variables): ref_v.assign(v) self._jax_state_synced = True def _record_training_state_sharding_spec(self): self._trainable_variable_shardings = [ v.value.sharding for v in self.trainable_variables ] self._non_trainable_variable_shardings = [ v.value.sharding for v in self.non_trainable_variables ] if hasattr(self, "optimizer") and self.optimizer is not None: self._optimizer_variable_shardings = [ v.value.sharding for v in self.optimizer.variables ] else: self._optimizer_variable_shardings = [] self._metrics_variable_shardings = [ v.value.sharding for v in self.metrics_variables ] def _enforce_jax_state_sharding( self, trainable_variables=None, non_trainable_variables=None, optimizer_variables=None, metrics_variables=None, ): """Enforce the sharding spec constraint for all the training state. Since the output of the train/eval step will be used as inputs to next step, we need to ensure that they have the same sharding spec, so that jax.jit won't have to recompile the train/eval function. Note that this function will also rely on the recorded sharding spec for each of states. This function is expected to be called within the jitted train/eval function, especially around the end of the function. """ trainable_variables = trainable_variables or [] non_trainable_variables = non_trainable_variables or [] optimizer_variables = optimizer_variables or [] metrics_variables = metrics_variables or [] for i in range(len(trainable_variables)): trainable_variables[i] = jax.lax.with_sharding_constraint( trainable_variables[i], self._trainable_variable_shardings[i] ) for i in range(len(non_trainable_variables)): non_trainable_variables[i] = jax.lax.with_sharding_constraint( non_trainable_variables[i], self._non_trainable_variable_shardings[i], ) for i in range(len(optimizer_variables)): optimizer_variables[i] = jax.lax.with_sharding_constraint( optimizer_variables[i], self._optimizer_variable_shardings[i] ) for i in range(len(metrics_variables)): metrics_variables[i] = jax.lax.with_sharding_constraint( metrics_variables[i], self._metrics_variable_shardings[i] ) return ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) def _purge_model_variables( self, trainable_variables=False, non_trainable_variables=False, optimizer_variables=False, metrics_variables=False, ): """Remove all the model variable for memory saving. During JAX training, since the training function are stateless, we have to pass in and get the model weights over and over, during which the copy of the weights that attached to the KerasVariable are still and occupying extra memory. We remove those variable to save memory (for better memory utilization) at the beginning of the epoch, and reattach the value back to variables at the end of the epoch, via `jax_state_sync()`. """ if trainable_variables: for v in self.trainable_variables: v._value = None if non_trainable_variables: for v in self.non_trainable_variables: v._value = None if optimizer_variables: for v in self.optimizer.variables: v._value = None if metrics_variables: for v in self.metrics_variables: v._value = None def _get_jax_state( self, trainable_variables=False, non_trainable_variables=False, optimizer_variables=False, metrics_variables=False, purge_model_variables=False, ): state = [] if trainable_variables: state.append([v.value for v in self.trainable_variables]) if non_trainable_variables: state.append([v.value for v in self.non_trainable_variables]) if optimizer_variables: state.append([v.value for v in self.optimizer.variables]) if metrics_variables: state.append([v.value for v in self.metrics_variables]) if purge_model_variables: self._purge_model_variables( trainable_variables=trainable_variables, non_trainable_variables=non_trainable_variables, optimizer_variables=optimizer_variables, metrics_variables=metrics_variables, ) return tuple(state) def _distribute_data(data): distribution = distribution_lib.distribution() if distribution is not None: def distribute_single_value(d): layout = distribution.get_data_layout(d.shape) return jax_distribution_lib.distribute_data_input(d, layout) return tree.map_structure(distribute_single_value, data) else: return tree.map_structure(jax.device_put, data) class JAXEpochIterator(EpochIterator): def _get_iterator(self): return self._prefetch_numpy_iterator(self.data_adapter.get_jax_iterator()) def _prefetch_numpy_iterator(self, numpy_iterator): """Shard and prefetch batches on device. Most of the implementation has been borrowed from `flax.jax_utils.prefetch_to_device` This utility takes an iterator and returns a new iterator which fills an on device prefetch buffer. Eager prefetching can improve the performance of training loops significantly by overlapping compute and data transfer. """ queue = collections.deque() def enqueue(n=2): for data in itertools.islice(numpy_iterator, n): queue.append(_distribute_data(data)) enqueue(n=2) # TODO: should we make `n` configurable? while queue: yield queue.popleft() enqueue(1)
data/keras-3.0.5/keras/src/backend/jax/trainer.py
14,687
9,024
349,458
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST ('partial',) IMPORT_NAME functools IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME jax STORE_NAME jax LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tree STORE_NAME tree LOAD_CONST 0 LOAD_CONST ('backend',) IMPORT_NAME keras.src IMPORT_FROM backend STORE_NAME backend POP_TOP LOAD_CONST 0 LOAD_CONST ('callbacks',) IMPORT_NAME keras.src IMPORT_FROM callbacks STORE_NAME callbacks_module POP_TOP LOAD_CONST 0 LOAD_CONST ('ops',) IMPORT_NAME keras.src IMPORT_FROM ops STORE_NAME ops POP_TOP LOAD_CONST 0 LOAD_CONST ('optimizers',) IMPORT_NAME keras.src IMPORT_FROM optimizers STORE_NAME optimizers_module POP_TOP LOAD_CONST 0 LOAD_CONST ('distribution_lib',) IMPORT_NAME keras.src.backend IMPORT_FROM distribution_lib STORE_NAME jax_distribution_lib POP_TOP LOAD_CONST 0 LOAD_CONST ('distribution_lib',) IMPORT_NAME keras.src.distribution IMPORT_FROM distribution_lib STORE_NAME distribution_lib POP_TOP LOAD_CONST 0 LOAD_CONST ('trainer',) IMPORT_NAME keras.src.trainers IMPORT_FROM trainer STORE_NAME base_trainer POP_TOP LOAD_CONST 0 LOAD_CONST ('data_adapter_utils',) IMPORT_NAME keras.src.trainers.data_adapters IMPORT_FROM data_adapter_utils STORE_NAME data_adapter_utils POP_TOP LOAD_CONST 0 LOAD_CONST ('EpochIterator',) IMPORT_NAME keras.src.trainers.epoch_iterator IMPORT_FROM EpochIterator STORE_NAME EpochIterator POP_TOP LOAD_CONST 0 LOAD_CONST ('traceback_utils',) IMPORT_NAME keras.src.utils IMPORT_FROM traceback_utils STORE_NAME traceback_utils POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object JAXTrainer at 0x7fab7016f660, file "f.py", line 21> LOAD_CONST 'JAXTrainer' MAKE_FUNCTION LOAD_CONST 'JAXTrainer' LOAD_NAME base_trainer LOAD_ATTR Trainer CALL_FUNCTION STORE_NAME JAXTrainer LOAD_CONST <code object _distribute_data at 0x7fab8214dc00, file "f.py", line 862> LOAD_CONST '_distribute_data' MAKE_FUNCTION STORE_NAME _distribute_data LOAD_BUILD_CLASS LOAD_CONST <code object JAXEpochIterator at 0x7fab8214d4b0, file "f.py", line 875> LOAD_CONST 'JAXEpochIterator' MAKE_FUNCTION LOAD_CONST 'JAXEpochIterator' LOAD_NAME EpochIterator CALL_FUNCTION STORE_NAME JAXEpochIterator LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'JAXTrainer' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab7038aed0, file "f.py", line 22> LOAD_CONST 'JAXTrainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False, None) LOAD_CONST <code object compute_loss_and_updates at 0x7fab7038a930, file "f.py", line 29> LOAD_CONST 'JAXTrainer.compute_loss_and_updates' MAKE_FUNCTION STORE_NAME compute_loss_and_updates LOAD_CONST <code object train_step at 0x7fab7038a390, file "f.py", line 64> LOAD_CONST 'JAXTrainer.train_step' MAKE_FUNCTION STORE_NAME train_step LOAD_CONST <code object test_step at 0x7fab7038a780, file "f.py", line 116> LOAD_CONST 'JAXTrainer.test_step' MAKE_FUNCTION STORE_NAME test_step LOAD_CONST <code object predict_step at 0x7fab7038a4b0, file "f.py", line 168> LOAD_CONST 'JAXTrainer.predict_step' MAKE_FUNCTION STORE_NAME predict_step LOAD_CONST (False,) LOAD_CONST <code object make_train_function at 0x7fab7038a030, file "f.py", line 191> LOAD_CONST 'JAXTrainer.make_train_function' MAKE_FUNCTION STORE_NAME make_train_function LOAD_CONST (False,) LOAD_CONST <code object make_test_function at 0x7fab5408fae0, file "f.py", line 220> LOAD_CONST 'JAXTrainer.make_test_function' MAKE_FUNCTION STORE_NAME make_test_function LOAD_CONST (False,) LOAD_CONST <code object make_predict_function at 0x7fab5408f6f0, file "f.py", line 249> LOAD_CONST 'JAXTrainer.make_predict_function' MAKE_FUNCTION STORE_NAME make_predict_function LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 1, 'auto', None, 0.0, None, True, None, None, 0, None, None, None, 1) LOAD_CONST <code object fit at 0x7fab5408f810, file "f.py", line 288> LOAD_CONST 'JAXTrainer.fit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fit LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 'auto', None, None, None, False) LOAD_CONST <code object evaluate at 0x7fab5408f780, file "f.py", line 437> LOAD_CONST 'JAXTrainer.evaluate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME evaluate LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, 'auto', None, None) LOAD_CONST <code object predict at 0x7fab5408f8a0, file "f.py", line 527> LOAD_CONST 'JAXTrainer.predict' MAKE_FUNCTION CALL_FUNCTION STORE_NAME predict LOAD_CONST (None, None, None, False) LOAD_CONST <code object train_on_batch at 0x7fab5408fed0, file "f.py", line 603> LOAD_CONST 'JAXTrainer.train_on_batch' MAKE_FUNCTION STORE_NAME train_on_batch LOAD_CONST (None, None, False) LOAD_CONST <code object test_on_batch at 0x7fab5408fa50, file "f.py", line 659> LOAD_CONST 'JAXTrainer.test_on_batch' MAKE_FUNCTION STORE_NAME test_on_batch LOAD_CONST <code object predict_on_batch at 0x7fab5408fdb0, file "f.py", line 696> LOAD_CONST 'JAXTrainer.predict_on_batch' MAKE_FUNCTION STORE_NAME predict_on_batch LOAD_CONST <code object jax_state_sync at 0x7fab7016fdb0, file "f.py", line 718> LOAD_CONST 'JAXTrainer.jax_state_sync' MAKE_FUNCTION STORE_NAME jax_state_sync LOAD_CONST <code object _record_training_state_sharding_spec at 0x7fab7016fed0, file "f.py", line 740> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec' MAKE_FUNCTION STORE_NAME _record_training_state_sharding_spec LOAD_CONST (None, None, None, None) LOAD_CONST <code object _enforce_jax_state_sharding at 0x7fab7016ff60, file "f.py", line 757> LOAD_CONST 'JAXTrainer._enforce_jax_state_sharding' MAKE_FUNCTION STORE_NAME _enforce_jax_state_sharding LOAD_CONST (False, False, False, False) LOAD_CONST <code object _purge_model_variables at 0x7fab7016f6f0, file "f.py", line 805> LOAD_CONST 'JAXTrainer._purge_model_variables' MAKE_FUNCTION STORE_NAME _purge_model_variables LOAD_CONST (False, False, False, False, False) LOAD_CONST <code object _get_jax_state at 0x7fab7016f540, file "f.py", line 835> LOAD_CONST 'JAXTrainer._get_jax_state' MAKE_FUNCTION STORE_NAME _get_jax_state LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR train_function LOAD_CONST None LOAD_FAST self STORE_ATTR test_function LOAD_CONST None LOAD_FAST self STORE_ATTR predict_function LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_FAST training LOAD_FAST kwargs LOAD_CONST 'training' STORE_SUBSCR LOAD_FAST self LOAD_ATTR stateless_call LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x BUILD_TUPLE LOAD_CONST 'return_losses' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST y_pred STORE_FAST non_trainable_variables STORE_FAST losses LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR trainable_variables LOAD_FAST trainable_variables CALL_FUNCTION CALL_FUNCTION STORE_FAST var_mapping LOAD_FAST var_mapping LOAD_METHOD extend LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR non_trainable_variables LOAD_FAST non_trainable_variables CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_FAST var_mapping LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 122 POP_TOP LOAD_FAST self LOAD_ATTR compute_loss LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST True LOAD_CONST ('allow_empty',) CALL_FUNCTION STORE_FAST loss POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST losses POP_JUMP_IF_FALSE LOAD_FAST loss LOAD_GLOBAL ops LOAD_METHOD sum LOAD_FAST losses CALL_METHOD INPLACE_ADD STORE_FAST loss LOAD_FAST loss STORE_FAST unscaled_loss LOAD_FAST training POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables LOAD_FAST optimizer_variables CALL_FUNCTION CALL_FUNCTION STORE_FAST mapping LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_FAST mapping LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 212 POP_TOP LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD scale_loss LOAD_FAST loss CALL_METHOD STORE_FAST loss POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST loss LOAD_FAST unscaled_loss LOAD_FAST y_pred LOAD_FAST non_trainable_variables BUILD_TUPLE BUILD_TUPLE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_GLOBAL jax LOAD_ATTR value_and_grad LOAD_FAST self LOAD_ATTR compute_loss_and_updates LOAD_CONST True LOAD_CONST ('has_aux',) CALL_FUNCTION STORE_FAST grad_fn LOAD_FAST grad_fn LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_CONST True LOAD_FAST optimizer_variables LOAD_CONST ('training', 'optimizer_variables') CALL_FUNCTION UNPACK_SEQUENCE UNPACK_SEQUENCE STORE_FAST loss STORE_FAST aux STORE_FAST grads LOAD_FAST aux UNPACK_SEQUENCE STORE_FAST unscaled_loss STORE_FAST y_pred STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD stateless_apply LOAD_FAST optimizer_variables LOAD_FAST grads LOAD_FAST trainable_variables CALL_METHOD UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST optimizer_variables LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_CONST <code object <listcomp> at 0x7fab7038a6f0, file "f.py", line 93> LOAD_CONST 'JAXTrainer.train_step.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 168 STORE_FAST scope LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST unscaled_loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST STORE_FAST new_metrics_variables SETUP_LOOP to 228 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 226 STORE_FAST ref_v LOAD_FAST scope LOAD_METHOD get_current_value LOAD_FAST ref_v CALL_METHOD STORE_FAST new_v LOAD_FAST new_v LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ref_v LOAD_ATTR value STORE_FAST new_v LOAD_FAST new_metrics_variables LOAD_METHOD append LOAD_FAST new_v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_metrics_variables STORE_FAST metrics_variables LOAD_FAST self LOAD_METHOD _enforce_jax_state_sharding LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables CALL_METHOD STORE_FAST state LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_FAST self LOAD_ATTR compute_loss_and_updates LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_CONST False LOAD_CONST ('training',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST loss STORE_FAST aux LOAD_FAST aux UNPACK_SEQUENCE STORE_FAST unscaled_loss STORE_FAST y_pred STORE_FAST non_trainable_variables LOAD_GLOBAL backend LOAD_ATTR StatelessScope LOAD_CONST <code object <listcomp> at 0x7fab7038ad20, file "f.py", line 135> LOAD_CONST 'JAXTrainer.test_step.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('state_mapping',) CALL_FUNCTION SETUP_WITH to 126 STORE_FAST scope LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST unscaled_loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST STORE_FAST new_metrics_variables SETUP_LOOP to 186 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 184 STORE_FAST ref_v LOAD_FAST scope LOAD_METHOD get_current_value LOAD_FAST ref_v CALL_METHOD STORE_FAST new_v LOAD_FAST new_v LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ref_v LOAD_ATTR value STORE_FAST new_v LOAD_FAST new_metrics_variables LOAD_METHOD append LOAD_FAST new_v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_metrics_variables STORE_FAST metrics_variables LOAD_FAST self LOAD_ATTR _enforce_jax_state_sharding LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_CONST None LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST _ STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables BUILD_TUPLE STORE_FAST state LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables BUILD_MAP STORE_FAST kwargs LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST kwargs LOAD_CONST 'training' STORE_SUBSCR LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST _ STORE_FAST _ LOAD_FAST self LOAD_ATTR stateless_call LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST x BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR _enforce_jax_state_sharding LOAD_CONST None LOAD_FAST non_trainable_variables LOAD_CONST None LOAD_CONST None LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST non_trainable_variables STORE_FAST _ STORE_FAST _ LOAD_FAST outputs LOAD_FAST non_trainable_variables BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_ATTR train_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR train_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_train_step at 0x7fab7038a540, file "f.py", line 195> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.one_train_step' MAKE_FUNCTION STORE_DEREF one_train_step LOAD_CLOSURE one_train_step BUILD_TUPLE LOAD_CONST <code object multi_train_steps at 0x7fab7038a5d0, file "f.py", line 199> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.multi_train_steps' MAKE_FUNCTION STORE_FAST multi_train_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_train_steps STORE_DEREF train_step JUMP_FORWARD to 64 LOAD_DEREF one_train_step STORE_DEREF train_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL partial LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CONST 'state' LOAD_CONST ('donate_argnames',) CALL_FUNCTION LOAD_CLOSURE train_step BUILD_TUPLE LOAD_CONST <code object compiled_train_step at 0x7fab7038a150, file "f.py", line 211> LOAD_CONST 'JAXTrainer.make_train_function.<locals>.compiled_train_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_train_step LOAD_FAST compiled_train_step LOAD_DEREF self STORE_ATTR train_function JUMP_FORWARD to 116 LOAD_DEREF train_step LOAD_DEREF self STORE_ATTR train_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD train_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE SETUP_LOOP to 30 LOAD_FAST data GET_ITER FOR_ITER to 28 STORE_FAST single_step_data LOAD_DEREF one_train_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state JUMP_ABSOLUTE POP_BLOCK LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE LOAD_DEREF train_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_DEREF self LOAD_ATTR test_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR test_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_test_step at 0x7fab7038aae0, file "f.py", line 224> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.one_test_step' MAKE_FUNCTION STORE_DEREF one_test_step LOAD_CLOSURE one_test_step BUILD_TUPLE LOAD_CONST <code object multi_test_steps at 0x7fab7038a9c0, file "f.py", line 228> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.multi_test_steps' MAKE_FUNCTION STORE_FAST multi_test_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_test_steps STORE_DEREF test_step JUMP_FORWARD to 64 LOAD_DEREF one_test_step STORE_DEREF test_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL partial LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CONST 'state' LOAD_CONST ('donate_argnames',) CALL_FUNCTION LOAD_CLOSURE test_step BUILD_TUPLE LOAD_CONST <code object compiled_test_step at 0x7fab7038adb0, file "f.py", line 240> LOAD_CONST 'JAXTrainer.make_test_function.<locals>.compiled_test_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_test_step LOAD_FAST compiled_test_step LOAD_DEREF self STORE_ATTR test_function JUMP_FORWARD to 116 LOAD_DEREF test_step LOAD_DEREF self STORE_ATTR test_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD test_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE SETUP_LOOP to 30 LOAD_FAST data GET_ITER FOR_ITER to 28 STORE_FAST single_step_data LOAD_DEREF one_test_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state JUMP_ABSOLUTE POP_BLOCK LOAD_FAST logs LOAD_FAST state BUILD_TUPLE RETURN_VALUE LOAD_DEREF test_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_DEREF self LOAD_ATTR predict_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR predict_function RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_predict_step at 0x7fab5408f150, file "f.py", line 253> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.one_predict_step' MAKE_FUNCTION STORE_DEREF one_predict_step LOAD_CLOSURE one_predict_step BUILD_TUPLE LOAD_CONST <code object multi_predict_steps at 0x7fab5408f030, file "f.py", line 257> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.multi_predict_steps' MAKE_FUNCTION STORE_FAST multi_predict_steps LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_predict_steps STORE_DEREF predict_step JUMP_FORWARD to 64 LOAD_DEREF one_predict_step STORE_DEREF predict_step LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_GLOBAL jax LOAD_ATTR jit LOAD_CLOSURE predict_step BUILD_TUPLE LOAD_CONST <code object compiled_predict_step at 0x7fab5408fc00, file "f.py", line 279> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.compiled_predict_step' MAKE_FUNCTION CALL_FUNCTION STORE_FAST compiled_predict_step LOAD_FAST compiled_predict_step LOAD_DEREF self STORE_ATTR predict_function JUMP_FORWARD to 108 LOAD_DEREF predict_step LOAD_DEREF self STORE_ATTR predict_function LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_METHOD predict_step LOAD_FAST state LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_DEREF one_predict_step LOAD_FAST state LOAD_FAST data LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST trainable_variables SETUP_LOOP to 78 LOAD_FAST data LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 76 STORE_FAST single_step_data LOAD_DEREF one_predict_step LOAD_FAST state LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST step_outputs STORE_FAST trainable_variables LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab5408f660, file "f.py", line 266> LOAD_CONST 'JAXTrainer.make_predict_function.<locals>.multi_predict_steps.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST step_outputs CALL_METHOD STORE_FAST outputs JUMP_ABSOLUTE POP_BLOCK LOAD_FAST outputs LOAD_FAST trainable_variables BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL jax LOAD_ATTR numpy LOAD_METHOD concatenate LOAD_FAST t1 LOAD_FAST t2 BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_DEREF predict_step LOAD_FAST state LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'fit' CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _eval_epoch_iterator LOAD_FAST validation_split POP_JUMP_IF_FALSE LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_ATTR train_validation_split LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE LOAD_FAST validation_split LOAD_CONST ('validation_split',) CALL_FUNCTION UNPACK_SEQUENCE UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight STORE_FAST validation_data LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST validation_data CALL_METHOD UNPACK_SEQUENCE STORE_FAST val_x STORE_FAST val_y STORE_FAST val_sample_weight LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps_per_epoch LOAD_FAST shuffle LOAD_FAST class_weight LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'class_weight', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST epoch_iterator LOAD_CONST ('iterator',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_FAST epochs LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_training LOAD_FAST callbacks LOAD_METHOD on_train_begin CALL_METHOD POP_TOP EXTENDED_ARG SETUP_LOOP to 572 LOAD_GLOBAL range LOAD_FAST initial_epoch LOAD_FAST epochs CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 570 STORE_FAST epoch LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_begin LOAD_FAST epoch CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced SETUP_LOOP to 372 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 370 UNPACK_SEQUENCE STORE_FAST step STORE_FAST data LOAD_FAST callbacks LOAD_METHOD on_train_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD train_function LOAD_FAST state LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST callbacks LOAD_METHOD on_train_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL jax LOAD_METHOD spmd_mode LOAD_CONST 'allow_all' CALL_METHOD SETUP_WITH to 404 POP_TOP LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST epoch_logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _should_eval LOAD_FAST epoch LOAD_FAST validation_freq CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL JAXEpochIterator LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_FAST validation_steps LOAD_CONST False LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_execution', 'steps_per_epoch', 'shuffle') CALL_FUNCTION LOAD_FAST self STORE_ATTR _eval_epoch_iterator LOAD_FAST self LOAD_ATTR evaluate LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST validation_steps LOAD_FAST callbacks LOAD_CONST True LOAD_CONST True LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps', 'callbacks', 'return_dict', '_use_cached_eval_dataset') CALL_FUNCTION STORE_FAST val_logs LOAD_CONST <code object <dictcomp> at 0x7fab5408f390, file "f.py", line 420> LOAD_CONST 'JAXTrainer.fit.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST val_logs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST val_logs LOAD_FAST epoch_logs LOAD_METHOD update LOAD_FAST val_logs CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_end LOAD_FAST epoch LOAD_FAST epoch_logs CALL_METHOD POP_TOP LOAD_FAST epoch_logs STORE_FAST training_logs LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR optimizer LOAD_GLOBAL optimizers_module LOAD_ATTR Optimizer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST epochs LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD finalize_variable_values LOAD_FAST self LOAD_ATTR trainable_weights CALL_METHOD POP_TOP LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self DELETE_ATTR _eval_epoch_iterator LOAD_FAST callbacks LOAD_ATTR on_train_end LOAD_FAST training_logs LOAD_CONST ('logs',) CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_ATTR history RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST name STORE_FAST val LOAD_FAST val LOAD_CONST 'val_' LOAD_FAST name BINARY_ADD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'evaluate' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST '_use_cached_eval_dataset' LOAD_CONST False CALL_METHOD STORE_FAST use_cached_eval_dataset LOAD_FAST kwargs POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments not recognized: ' LOAD_FAST kwargs FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST use_cached_eval_dataset POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _eval_epoch_iterator STORE_FAST epoch_iterator JUMP_FORWARD to 76 LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST epoch_iterator LOAD_CONST ('iterator',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_evaluating LOAD_FAST callbacks LOAD_METHOD on_test_begin CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST logs LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced SETUP_LOOP to 306 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 304 UNPACK_SEQUENCE STORE_FAST step STORE_FAST data LOAD_FAST callbacks LOAD_METHOD on_test_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD test_function LOAD_FAST state LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST callbacks LOAD_METHOD on_test_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_evaluating POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL jax LOAD_METHOD spmd_mode LOAD_CONST 'allow_all' CALL_METHOD SETUP_WITH to 338 POP_TOP LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST logs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST callbacks LOAD_METHOD on_test_end LOAD_FAST logs CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST return_dict EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL JAXEpochIterator LOAD_FAST x LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'batch_size', 'steps_per_epoch', 'shuffle', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab5408f540, file "f.py", line 537> LOAD_CONST 'JAXTrainer.predict.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD _flatten_layers CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE SETUP_LOOP to 114 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 112 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST data LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST _ STORE_FAST _ LOAD_GLOBAL backend LOAD_METHOD StatelessScope CALL_METHOD SETUP_WITH to 102 POP_TOP LOAD_FAST self LOAD_FAST x CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR stop_predicting LOAD_FAST callbacks LOAD_METHOD on_predict_begin CALL_METHOD POP_TOP LOAD_CONST <code object append_to_outputs at 0x7fab5408f420, file "f.py", line 560> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs' MAKE_FUNCTION STORE_FAST append_to_outputs LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None STORE_FAST outputs LOAD_CONST None STORE_FAST non_trainable_variables SETUP_LOOP to 344 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 342 UNPACK_SEQUENCE STORE_FAST step STORE_FAST x LOAD_FAST callbacks LOAD_METHOD on_predict_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _jax_state_synced EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST ('trainable_variables', 'non_trainable_variables') CALL_FUNCTION STORE_FAST state LOAD_FAST self LOAD_ATTR _purge_model_variables LOAD_CONST True LOAD_CONST ('non_trainable_variables',) CALL_FUNCTION POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced JUMP_FORWARD to 290 LOAD_FAST state LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST non_trainable_variables BUILD_TUPLE STORE_FAST state LOAD_FAST self LOAD_METHOD predict_function LOAD_FAST state LOAD_FAST x CALL_METHOD UNPACK_SEQUENCE STORE_FAST batch_outputs STORE_FAST non_trainable_variables LOAD_FAST append_to_outputs LOAD_FAST batch_outputs LOAD_FAST outputs CALL_FUNCTION STORE_FAST outputs LOAD_FAST callbacks LOAD_METHOD on_predict_batch_end LOAD_FAST step LOAD_CONST 'outputs' LOAD_FAST batch_outputs BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_predicting POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'non_trainable_variables' LOAD_FAST non_trainable_variables BUILD_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_predict_end CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _jax_state LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_GLOBAL np LOAD_ATTR concatenate LOAD_FAST outputs CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST layer LOAD_FAST layer LOAD_ATTR built YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab5408f930, file "f.py", line 563> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST batch_outputs CALL_METHOD STORE_FAST outputs JUMP_FORWARD to 46 LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_CONST <code object <lambda> at 0x7fab5408f9c0, file "f.py", line 569> LOAD_CONST 'JAXTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST batch_outputs CALL_METHOD POP_TOP LOAD_FAST outputs RETURN_VALUE LOAD_FAST batch_output BUILD_LIST RETURN_VALUE LOAD_FAST output LOAD_METHOD append LOAD_FAST batch_output CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'train_on_batch' CALL_METHOD POP_TOP LOAD_FAST class_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST sample_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments `sample_weight` and `class_weight` cannot be specified at the same time. Received: sample_weight=' LOAD_FAST sample_weight FORMAT_VALUE LOAD_CONST ', class_weight=' LOAD_FAST class_weight FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL data_adapter_utils LOAD_METHOD class_weight_to_sample_weights LOAD_FAST y LOAD_FAST class_weight CALL_METHOD STORE_FAST sample_weight LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE STORE_FAST data LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST data LOAD_CONST ('data_batch',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD train_function LOAD_FAST state LOAD_FAST data BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST optimizer_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab5408f0c0, file "f.py", line 654> LOAD_CONST 'JAXTrainer.train_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'test_on_batch' CALL_METHOD POP_TOP LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE STORE_FAST data LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_FAST self LOAD_ATTR _symbolic_build LOAD_FAST data LOAD_CONST ('data_batch',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD test_function LOAD_FAST state LOAD_FAST data BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST logs STORE_FAST state LOAD_FAST state UNPACK_SEQUENCE STORE_FAST trainable_variables STORE_FAST non_trainable_variables STORE_FAST metrics_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab5408f5d0, file "f.py", line 691> LOAD_CONST 'JAXTrainer.test_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab5408f300, file "f.py", line 697> LOAD_CONST 'JAXTrainer.predict_on_batch.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD _flatten_layers CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL backend LOAD_METHOD StatelessScope CALL_METHOD SETUP_WITH to 44 POP_TOP LOAD_FAST self LOAD_FAST x CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD _record_training_state_sharding_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _get_jax_state LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'metrics_variables', 'purge_model_variables') CALL_FUNCTION STORE_FAST state LOAD_CONST False LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_FAST self LOAD_METHOD predict_function LOAD_FAST state LOAD_FAST x BUILD_TUPLE BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST batch_outputs STORE_FAST non_trainable_variables LOAD_CONST 'non_trainable_variables' LOAD_FAST non_trainable_variables BUILD_MAP LOAD_FAST self STORE_ATTR _jax_state LOAD_FAST self LOAD_METHOD jax_state_sync CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab5408ff60, file "f.py", line 715> LOAD_CONST 'JAXTrainer.predict_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST batch_outputs CALL_METHOD STORE_FAST batch_outputs LOAD_FAST batch_outputs RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST layer LOAD_FAST layer LOAD_ATTR built YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_jax_state' LOAD_CONST None CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _jax_state_synced POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'trainable_variables' LOAD_CONST None CALL_METHOD STORE_FAST trainable_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'non_trainable_variables' LOAD_CONST None CALL_METHOD STORE_FAST non_trainable_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'optimizer_variables' LOAD_CONST None CALL_METHOD STORE_FAST optimizer_variables LOAD_FAST self LOAD_ATTR _jax_state LOAD_METHOD get LOAD_CONST 'metrics_variables' LOAD_CONST None CALL_METHOD STORE_FAST metrics_variables LOAD_FAST trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 118 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR trainable_variables LOAD_FAST trainable_variables CALL_FUNCTION GET_ITER FOR_ITER to 116 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 158 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR non_trainable_variables LOAD_FAST non_trainable_variables CALL_FUNCTION GET_ITER FOR_ITER to 156 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE SETUP_LOOP to 200 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables LOAD_FAST optimizer_variables CALL_FUNCTION GET_ITER FOR_ITER to 198 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST metrics_variables POP_JUMP_IF_FALSE SETUP_LOOP to 240 LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR metrics_variables LOAD_FAST metrics_variables CALL_FUNCTION GET_ITER FOR_ITER to 238 UNPACK_SEQUENCE STORE_FAST ref_v STORE_FAST v LOAD_FAST ref_v LOAD_METHOD assign LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True LOAD_FAST self STORE_ATTR _jax_state_synced LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab7016f270, file "f.py", line 742> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _trainable_variable_shardings LOAD_CONST <code object <listcomp> at 0x7fab7016f420, file "f.py", line 745> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _non_trainable_variable_shardings LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'optimizer' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab7016f9c0, file "f.py", line 749> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _optimizer_variable_shardings JUMP_FORWARD to 84 BUILD_LIST LOAD_FAST self STORE_ATTR _optimizer_variable_shardings LOAD_CONST <code object <listcomp> at 0x7fab7016f8a0, file "f.py", line 754> LOAD_CONST 'JAXTrainer._record_training_state_sharding_spec.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _metrics_variable_shardings LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_ATTR value LOAD_ATTR sharding LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST trainable_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST trainable_variables LOAD_FAST non_trainable_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST non_trainable_variables LOAD_FAST optimizer_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST optimizer_variables LOAD_FAST metrics_variables JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST metrics_variables SETUP_LOOP to 82 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST trainable_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 80 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST trainable_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _trainable_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST trainable_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 132 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST non_trainable_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 130 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST non_trainable_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _non_trainable_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST non_trainable_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 182 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST optimizer_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 180 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST optimizer_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _optimizer_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST optimizer_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 232 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST metrics_variables CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 230 STORE_FAST i LOAD_GLOBAL jax LOAD_ATTR lax LOAD_METHOD with_sharding_constraint LOAD_FAST metrics_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _metrics_variable_shardings LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST metrics_variables LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables BUILD_TUPLE RETURN_VALUE LOAD_FAST trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 26 LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER FOR_ITER to 24 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE SETUP_LOOP to 52 LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER FOR_ITER to 50 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE SETUP_LOOP to 80 LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER FOR_ITER to 78 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST metrics_variables POP_JUMP_IF_FALSE SETUP_LOOP to 106 LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER FOR_ITER to 104 STORE_FAST v LOAD_CONST None LOAD_FAST v STORE_ATTR _value JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST state LOAD_FAST trainable_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab7016f780, file "f.py", line 845> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR trainable_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST non_trainable_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab7016f030, file "f.py", line 847> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR non_trainable_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST optimizer_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab7016f5d0, file "f.py", line 849> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR optimizer LOAD_ATTR variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST metrics_variables POP_JUMP_IF_FALSE LOAD_FAST state LOAD_METHOD append LOAD_CONST <code object <listcomp> at 0x7fab7016fa50, file "f.py", line 851> LOAD_CONST 'JAXTrainer._get_jax_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR metrics_variables GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST purge_model_variables POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _purge_model_variables LOAD_FAST trainable_variables LOAD_FAST non_trainable_variables LOAD_FAST optimizer_variables LOAD_FAST metrics_variables LOAD_CONST ('trainable_variables', 'non_trainable_variables', 'optimizer_variables', 'metrics_variables') CALL_FUNCTION POP_TOP LOAD_GLOBAL tuple LOAD_FAST state CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL distribution_lib LOAD_METHOD distribution CALL_METHOD STORE_DEREF distribution LOAD_DEREF distribution LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CLOSURE distribution BUILD_TUPLE LOAD_CONST <code object distribute_single_value at 0x7fab7016f390, file "f.py", line 866> LOAD_CONST '_distribute_data.<locals>.distribute_single_value' MAKE_FUNCTION STORE_FAST distribute_single_value LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_FAST distribute_single_value LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_GLOBAL tree LOAD_METHOD map_structure LOAD_GLOBAL jax LOAD_ATTR device_put LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF distribution LOAD_METHOD get_data_layout LOAD_FAST d LOAD_ATTR shape CALL_METHOD STORE_FAST layout LOAD_GLOBAL jax_distribution_lib LOAD_METHOD distribute_data_input LOAD_FAST d LOAD_FAST layout CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'JAXEpochIterator' STORE_NAME __qualname__ LOAD_CONST <code object _get_iterator at 0x7fab8214dc90, file "f.py", line 876> LOAD_CONST 'JAXEpochIterator._get_iterator' MAKE_FUNCTION STORE_NAME _get_iterator LOAD_CONST <code object _prefetch_numpy_iterator at 0x7fab8214d930, file "f.py", line 879> LOAD_CONST 'JAXEpochIterator._prefetch_numpy_iterator' MAKE_FUNCTION STORE_NAME _prefetch_numpy_iterator LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _prefetch_numpy_iterator LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD get_jax_iterator CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD deque CALL_METHOD STORE_DEREF queue LOAD_CONST (2,) LOAD_CLOSURE numpy_iterator LOAD_CLOSURE queue BUILD_TUPLE LOAD_CONST <code object enqueue at 0x7fab8214d390, file "f.py", line 892> LOAD_CONST 'JAXEpochIterator._prefetch_numpy_iterator.<locals>.enqueue' MAKE_FUNCTION STORE_FAST enqueue LOAD_FAST enqueue LOAD_CONST 2 LOAD_CONST ('n',) CALL_FUNCTION POP_TOP SETUP_LOOP to 62 LOAD_DEREF queue POP_JUMP_IF_FALSE LOAD_DEREF queue LOAD_METHOD popleft CALL_METHOD YIELD_VALUE POP_TOP LOAD_FAST enqueue LOAD_CONST 1 CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 36 LOAD_GLOBAL itertools LOAD_METHOD islice LOAD_DEREF numpy_iterator LOAD_FAST n CALL_METHOD GET_ITER FOR_ITER to 34 STORE_FAST data LOAD_DEREF queue LOAD_METHOD append LOAD_GLOBAL _distribute_data LOAD_FAST data CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
import collections import itertools from functools import partial import jax import numpy as np import tree from keras.src import backend from keras.src import callbacks as callbacks_module from keras.src import ops from keras.src import optimizers as optimizers_module from keras.src.backend import distribution_lib as jax_distribution_lib from keras.src.distribution import distribution_lib from keras.src.trainers import trainer as base_trainer from keras.src.trainers.data_adapters import data_adapter_utils from keras.src.trainers.epoch_iterator import EpochIterator from keras.src.utils import traceback_utils class JAXTrainer(base_trainer.Trainer): def __init__(self): super().__init__() self.train_function = None self.test_function = None self.predict_function = None self._jax_state_synced = True def compute_loss_and_updates( self, trainable_variables, non_trainable_variables, x, y, sample_weight, training=False, optimizer_variables=None, ): """This method is stateless and is intended for use with jax.grad.""" kwargs = {} if self._call_has_training_arg: kwargs["training"] = training y_pred, non_trainable_variables, losses = self.stateless_call( trainable_variables, non_trainable_variables, x, return_losses=True, **kwargs, ) var_mapping = list(zip(self.trainable_variables, trainable_variables)) var_mapping.extend(zip(self.non_trainable_variables, non_trainable_variables)) with backend.StatelessScope(state_mapping=var_mapping): loss = self.compute_loss(x, y, y_pred, sample_weight, allow_empty=True) if losses: loss += ops.sum(losses) unscaled_loss = loss if training and self.optimizer is not None: mapping = list(zip(self.optimizer.variables, optimizer_variables)) with backend.StatelessScope(state_mapping=mapping): loss = self.optimizer.scale_loss(loss) return loss, (unscaled_loss, y_pred, non_trainable_variables) def train_step(self, state, data): ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) grad_fn = jax.value_and_grad(self.compute_loss_and_updates, has_aux=True) (loss, aux), grads = grad_fn( trainable_variables, non_trainable_variables, x, y, sample_weight, training=True, optimizer_variables=optimizer_variables, ) (unscaled_loss, y_pred, non_trainable_variables) = aux ( trainable_variables, optimizer_variables, ) = self.optimizer.stateless_apply( optimizer_variables, grads, trainable_variables ) with backend.StatelessScope( state_mapping=[ (ref_v, v) for ref_v, v in zip(self.metrics_variables, metrics_variables) ] ) as scope: self._loss_tracker.update_state(unscaled_loss) logs = self.compute_metrics(x, y, y_pred, sample_weight) new_metrics_variables = [] for ref_v in self.metrics_variables: new_v = scope.get_current_value(ref_v) if new_v is None: new_v = ref_v.value new_metrics_variables.append(new_v) metrics_variables = new_metrics_variables state = self._enforce_jax_state_sharding( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) return logs, state def test_step(self, state, data): ( trainable_variables, non_trainable_variables, metrics_variables, ) = state x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) loss, aux = self.compute_loss_and_updates( trainable_variables, non_trainable_variables, x, y, sample_weight, training=False, ) (unscaled_loss, y_pred, non_trainable_variables) = aux with backend.StatelessScope( state_mapping=[ (ref_v, v) for ref_v, v in zip(self.metrics_variables, metrics_variables) ] ) as scope: self._loss_tracker.update_state(unscaled_loss) logs = self.compute_metrics(x, y, y_pred, sample_weight) new_metrics_variables = [] for ref_v in self.metrics_variables: new_v = scope.get_current_value(ref_v) if new_v is None: new_v = ref_v.value new_metrics_variables.append(new_v) metrics_variables = new_metrics_variables ( trainable_variables, non_trainable_variables, _, metrics_variables, ) = self._enforce_jax_state_sharding( trainable_variables=trainable_variables, non_trainable_variables=non_trainable_variables, optimizer_variables=None, metrics_variables=metrics_variables, ) state = ( trainable_variables, non_trainable_variables, metrics_variables, ) return logs, state def predict_step(self, state, data): trainable_variables, non_trainable_variables = state kwargs = {} if self._call_has_training_arg: kwargs["training"] = False x, _, _ = data_adapter_utils.unpack_x_y_sample_weight(data) outputs, non_trainable_variables = self.stateless_call( trainable_variables, non_trainable_variables, x, **kwargs ) ( _, non_trainable_variables, _, _, ) = self._enforce_jax_state_sharding( trainable_variables=None, non_trainable_variables=non_trainable_variables, optimizer_variables=None, metrics_variables=None, ) return outputs, non_trainable_variables def make_train_function(self, force=False): if self.train_function is not None and not force: return self.train_function def one_train_step(state, data): data = data[0] return self.train_step(state, data) def multi_train_steps(state, data): for single_step_data in data: logs, state = one_train_step(state, [single_step_data]) return logs, state if self.steps_per_execution > 1: train_step = multi_train_steps else: train_step = one_train_step if not self.run_eagerly and self.jit_compile: @partial(jax.jit, donate_argnames="state") def compiled_train_step(state, data): return train_step(state, data) self.train_function = compiled_train_step else: self.train_function = train_step def make_test_function(self, force=False): if self.test_function is not None and not force: return self.test_function def one_test_step(state, data): data = data[0] return self.test_step(state, data) def multi_test_steps(state, data): for single_step_data in data: logs, state = one_test_step(state, [single_step_data]) return logs, state if self.steps_per_execution > 1: test_step = multi_test_steps else: test_step = one_test_step if not self.run_eagerly and self.jit_compile: @partial(jax.jit, donate_argnames="state") def compiled_test_step(state, data): return test_step(state, data) self.test_function = compiled_test_step else: self.test_function = test_step def make_predict_function(self, force=False): if self.predict_function is not None and not force: return self.predict_function def one_predict_step(state, data): data = data[0] return self.predict_step(state, data) def multi_predict_steps(state, data): outputs, trainable_variables = one_predict_step(state, data[:1]) for single_step_data in data[1:]: step_outputs, trainable_variables = one_predict_step( state, [single_step_data], ) outputs = tree.map_structure( lambda t1, t2: jax.numpy.concatenate([t1, t2]), outputs, step_outputs, ) return outputs, trainable_variables if self.steps_per_execution > 1: predict_step = multi_predict_steps else: predict_step = one_predict_step if not self.run_eagerly and self.jit_compile: @jax.jit def compiled_predict_step(state, data): return predict_step(state, data) self.predict_function = compiled_predict_step else: self.predict_function = predict_step @traceback_utils.filter_traceback def fit( self, x=None, y=None, batch_size=None, epochs=1, verbose="auto", callbacks=None, validation_split=0.0, validation_data=None, shuffle=True, class_weight=None, sample_weight=None, initial_epoch=0, steps_per_epoch=None, validation_steps=None, validation_batch_size=None, validation_freq=1, ): self._assert_compile_called("fit") self._eval_epoch_iterator = None if validation_split and validation_data is None: ( x, y, sample_weight, ), validation_data = data_adapter_utils.train_validation_split( (x, y, sample_weight), validation_split=validation_split ) if validation_data is not None: ( val_x, val_y, val_sample_weight, ) = data_adapter_utils.unpack_x_y_sample_weight(validation_data) epoch_iterator = JAXEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps_per_epoch, shuffle=shuffle, class_weight=class_weight, steps_per_execution=self.steps_per_execution, ) self._symbolic_build(iterator=epoch_iterator) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=epochs, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_train_function() self.stop_training = False callbacks.on_train_begin() for epoch in range(initial_epoch, epochs): self.reset_metrics() callbacks.on_epoch_begin(epoch) self._jax_state_synced = True for step, data in epoch_iterator.enumerate_epoch(): callbacks.on_train_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, optimizer_variables=True, metrics_variables=True, purge_model_variables=True, ) self._jax_state_synced = False logs, state = self.train_function(state, data) ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "optimizer_variables": optimizer_variables, "metrics_variables": metrics_variables, } callbacks.on_train_batch_end(step, self._pythonify_logs(logs)) if self.stop_training: break self.jax_state_sync() with jax.spmd_mode("allow_all"): epoch_logs = self.get_metrics_result() if validation_data is not None and self._should_eval( epoch, validation_freq ): if getattr(self, "_eval_epoch_iterator", None) is None: self._eval_epoch_iterator = JAXEpochIterator( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, steps_per_execution=self.steps_per_execution, steps_per_epoch=validation_steps, shuffle=False, ) val_logs = self.evaluate( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, steps=validation_steps, callbacks=callbacks, return_dict=True, _use_cached_eval_dataset=True, ) val_logs = {"val_" + name: val for name, val in val_logs.items()} epoch_logs.update(val_logs) callbacks.on_epoch_end(epoch, epoch_logs) training_logs = epoch_logs if self.stop_training: break if isinstance(self.optimizer, optimizers_module.Optimizer) and epochs > 0: self.optimizer.finalize_variable_values(self.trainable_weights) if getattr(self, "_eval_epoch_iterator", None) is not None: del self._eval_epoch_iterator callbacks.on_train_end(logs=training_logs) self._jax_state = None return self.history @traceback_utils.filter_traceback def evaluate( self, x=None, y=None, batch_size=None, verbose="auto", sample_weight=None, steps=None, callbacks=None, return_dict=False, **kwargs, ): self._assert_compile_called("evaluate") use_cached_eval_dataset = kwargs.pop("_use_cached_eval_dataset", False) if kwargs: raise ValueError(f"Arguments not recognized: {kwargs}") if use_cached_eval_dataset: epoch_iterator = self._eval_epoch_iterator else: epoch_iterator = JAXEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, steps_per_execution=self.steps_per_execution, ) self._symbolic_build(iterator=epoch_iterator) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_test_function() self.stop_evaluating = False callbacks.on_test_begin() logs = None self.reset_metrics() self._jax_state_synced = True for step, data in epoch_iterator.enumerate_epoch(): callbacks.on_test_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=True, purge_model_variables=True, ) self._jax_state_synced = False logs, state = self.test_function(state, data) ( trainable_variables, non_trainable_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "metrics_variables": metrics_variables, } callbacks.on_test_batch_end(step, self._pythonify_logs(logs)) if self.stop_evaluating: break self.jax_state_sync() with jax.spmd_mode("allow_all"): logs = self.get_metrics_result() callbacks.on_test_end(logs) self._jax_state = None if return_dict: return logs return self._flatten_metrics_in_order(logs) @traceback_utils.filter_traceback def predict(self, x, batch_size=None, verbose="auto", steps=None, callbacks=None): epoch_iterator = JAXEpochIterator( x=x, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, steps_per_execution=self.steps_per_execution, ) if not all(layer.built for layer in self._flatten_layers()): for _, data in epoch_iterator.enumerate_epoch(): x, _, _ = data_adapter_utils.unpack_x_y_sample_weight(data[0]) with backend.StatelessScope(): self(x) break if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) self._record_training_state_sharding_spec() self.make_predict_function() self.stop_predicting = False callbacks.on_predict_begin() def append_to_outputs(batch_outputs, outputs): if outputs is None: outputs = tree.map_structure( lambda batch_output: [batch_output], batch_outputs, ) else: tree.map_structure_up_to( batch_outputs, lambda output, batch_output: output.append(batch_output), outputs, batch_outputs, ) return outputs self._jax_state_synced = True outputs = None non_trainable_variables = None for step, x in epoch_iterator.enumerate_epoch(): callbacks.on_predict_batch_begin(step) if self._jax_state_synced: state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, ) self._purge_model_variables(non_trainable_variables=True) self._jax_state_synced = False else: state = (state[0], non_trainable_variables) batch_outputs, non_trainable_variables = self.predict_function(state, x) outputs = append_to_outputs(batch_outputs, outputs) callbacks.on_predict_batch_end(step, {"outputs": batch_outputs}) if self.stop_predicting: break self._jax_state = { "non_trainable_variables": non_trainable_variables, } self.jax_state_sync() callbacks.on_predict_end() self._jax_state = None return tree.map_structure_up_to(batch_outputs, np.concatenate, outputs) def train_on_batch( self, x, y=None, sample_weight=None, class_weight=None, return_dict=False, ): self._assert_compile_called("train_on_batch") if class_weight is not None: if sample_weight is not None: raise ValueError( "Arguments `sample_weight` and `class_weight` " "cannot be specified at the same time. " f"Received: sample_weight={sample_weight}, " f"class_weight={class_weight}" ) sample_weight = data_adapter_utils.class_weight_to_sample_weights( y, class_weight ) data = (x, y, sample_weight) data = _distribute_data(data) self._symbolic_build(data_batch=data) self._record_training_state_sharding_spec() self.make_train_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, optimizer_variables=True, metrics_variables=True, purge_model_variables=False, ) self._jax_state_synced = False logs, state = self.train_function(state, [data]) ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "optimizer_variables": optimizer_variables, "metrics_variables": metrics_variables, } self.jax_state_sync() logs = tree.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def test_on_batch( self, x, y=None, sample_weight=None, return_dict=False, ): self._assert_compile_called("test_on_batch") data = (x, y, sample_weight) data = _distribute_data(data) self._symbolic_build(data_batch=data) self._record_training_state_sharding_spec() self.make_test_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=True, purge_model_variables=False, ) self._jax_state_synced = False logs, state = self.test_function(state, [data]) trainable_variables, non_trainable_variables, metrics_variables = state self._jax_state = { "trainable_variables": trainable_variables, "non_trainable_variables": non_trainable_variables, "metrics_variables": metrics_variables, } self.jax_state_sync() logs = tree.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def predict_on_batch(self, x): if not all(layer.built for layer in self._flatten_layers()): with backend.StatelessScope(): self(x) self._record_training_state_sharding_spec() self.make_predict_function() state = self._get_jax_state( trainable_variables=True, non_trainable_variables=True, metrics_variables=False, purge_model_variables=False, ) self._jax_state_synced = False batch_outputs, non_trainable_variables = self.predict_function(state, [(x,)]) self._jax_state = { "non_trainable_variables": non_trainable_variables, } self.jax_state_sync() batch_outputs = tree.map_structure(lambda x: np.array(x), batch_outputs) return batch_outputs def jax_state_sync(self): if not getattr(self, "_jax_state", None) or self._jax_state_synced: return trainable_variables = self._jax_state.get("trainable_variables", None) non_trainable_variables = self._jax_state.get("non_trainable_variables", None) optimizer_variables = self._jax_state.get("optimizer_variables", None) metrics_variables = self._jax_state.get("metrics_variables", None) if trainable_variables: for ref_v, v in zip(self.trainable_variables, trainable_variables): ref_v.assign(v) if non_trainable_variables: for ref_v, v in zip(self.non_trainable_variables, non_trainable_variables): ref_v.assign(v) if optimizer_variables: for ref_v, v in zip(self.optimizer.variables, optimizer_variables): ref_v.assign(v) if metrics_variables: for ref_v, v in zip(self.metrics_variables, metrics_variables): ref_v.assign(v) self._jax_state_synced = True def _record_training_state_sharding_spec(self): self._trainable_variable_shardings = [ v.value.sharding for v in self.trainable_variables ] self._non_trainable_variable_shardings = [ v.value.sharding for v in self.non_trainable_variables ] if hasattr(self, "optimizer") and self.optimizer is not None: self._optimizer_variable_shardings = [ v.value.sharding for v in self.optimizer.variables ] else: self._optimizer_variable_shardings = [] self._metrics_variable_shardings = [ v.value.sharding for v in self.metrics_variables ] def _enforce_jax_state_sharding( self, trainable_variables=None, non_trainable_variables=None, optimizer_variables=None, metrics_variables=None, ): """Enforce the sharding spec constraint for all the training state. Since the output of the train/eval step will be used as inputs to next step, we need to ensure that they have the same sharding spec, so that jax.jit won't have to recompile the train/eval function. Note that this function will also rely on the recorded sharding spec for each of states. This function is expected to be called within the jitted train/eval function, especially around the end of the function. """ trainable_variables = trainable_variables or [] non_trainable_variables = non_trainable_variables or [] optimizer_variables = optimizer_variables or [] metrics_variables = metrics_variables or [] for i in range(len(trainable_variables)): trainable_variables[i] = jax.lax.with_sharding_constraint( trainable_variables[i], self._trainable_variable_shardings[i] ) for i in range(len(non_trainable_variables)): non_trainable_variables[i] = jax.lax.with_sharding_constraint( non_trainable_variables[i], self._non_trainable_variable_shardings[i], ) for i in range(len(optimizer_variables)): optimizer_variables[i] = jax.lax.with_sharding_constraint( optimizer_variables[i], self._optimizer_variable_shardings[i] ) for i in range(len(metrics_variables)): metrics_variables[i] = jax.lax.with_sharding_constraint( metrics_variables[i], self._metrics_variable_shardings[i] ) return ( trainable_variables, non_trainable_variables, optimizer_variables, metrics_variables, ) def _purge_model_variables( self, trainable_variables=False, non_trainable_variables=False, optimizer_variables=False, metrics_variables=False, ): """Remove all the model variable for memory saving. During JAX training, since the training function are stateless, we have to pass in and get the model weights over and over, during which the copy of the weights that attached to the KerasVariable are still and occupying extra memory. We remove those variable to save memory (for better memory utilization) at the beginning of the epoch, and reattach the value back to variables at the end of the epoch, via `jax_state_sync()`. """ if trainable_variables: for v in self.trainable_variables: v._value = None if non_trainable_variables: for v in self.non_trainable_variables: v._value = None if optimizer_variables: for v in self.optimizer.variables: v._value = None if metrics_variables: for v in self.metrics_variables: v._value = None def _get_jax_state( self, trainable_variables=False, non_trainable_variables=False, optimizer_variables=False, metrics_variables=False, purge_model_variables=False, ): state = [] if trainable_variables: state.append([v.value for v in self.trainable_variables]) if non_trainable_variables: state.append([v.value for v in self.non_trainable_variables]) if optimizer_variables: state.append([v.value for v in self.optimizer.variables]) if metrics_variables: state.append([v.value for v in self.metrics_variables]) if purge_model_variables: self._purge_model_variables( trainable_variables=trainable_variables, non_trainable_variables=non_trainable_variables, optimizer_variables=optimizer_variables, metrics_variables=metrics_variables, ) return tuple(state) def _distribute_data(data): distribution = distribution_lib.distribution() if distribution is not None: def distribute_single_value(d): layout = distribution.get_data_layout(d.shape) return jax_distribution_lib.distribute_data_input(d, layout) return tree.map_structure(distribute_single_value, data) else: return tree.map_structure(jax.device_put, data) class JAXEpochIterator(EpochIterator): def _get_iterator(self): return self._prefetch_numpy_iterator(self.data_adapter.get_jax_iterator()) def _prefetch_numpy_iterator(self, numpy_iterator): """Shard and prefetch batches on device. Most of the implementation has been borrowed from `flax.jax_utils.prefetch_to_device` This utility takes an iterator and returns a new iterator which fills an on device prefetch buffer. Eager prefetching can improve the performance of training loops significantly by overlapping compute and data transfer. """ queue = collections.deque() def enqueue(n=2): for data in itertools.islice(numpy_iterator, n): queue.append(_distribute_data(data)) enqueue(n=2) # TODO: should we make `n` configurable? while queue: yield queue.popleft() enqueue(1)
data/keras-nightly-3.1.0.dev2024022103/keras/src/backend/jax/trainer.py
14,681
9,024
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LOAD_CONST "\n CMS Performance API\n\n Use these endpoints to get a time series view of your website's performance. # noqa: E501\n\n The version of the OpenAPI document: v3\n Generated by: https://openapi-generator.tech\n" STORE_NAME __doc__ SETUP_EXCEPT to 22 LOAD_CONST 0 LOAD_CONST ('getfullargspec',) IMPORT_NAME inspect IMPORT_FROM getfullargspec STORE_NAME getfullargspec POP_TOP POP_BLOCK JUMP_FORWARD to 54 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('getargspec',) IMPORT_NAME inspect IMPORT_FROM getargspec STORE_NAME getfullargspec POP_TOP POP_EXCEPT JUMP_FORWARD to 54 END_FINALLY LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('Configuration',) IMPORT_NAME hubspot.cms.performance.configuration IMPORT_FROM Configuration STORE_NAME Configuration POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object PerformanceView at 0x7fab801c5c90, file "f.py", line 22> LOAD_CONST 'PerformanceView' MAKE_FUNCTION LOAD_CONST 'PerformanceView' LOAD_NAME object CALL_FUNCTION STORE_NAME PerformanceView LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PerformanceView' STORE_NAME __qualname__ LOAD_CONST 'NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n ' STORE_NAME __doc__ LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('_403', '_404', '_500', '_504', 'start_timestamp', 'end_timestamp', 'start_datetime', 'end_datetime', 'total_requests', 'cache_hits', 'cache_hit_rate', 'total_request_time', 'avg_origin_response_time', 'response_time_ms', '_100_x', '_20_x', '_30_x', '_40_x', '_50_x', '_50th', '_95th', '_99th') BUILD_CONST_KEY_MAP STORE_NAME openapi_types LOAD_CONST '403' LOAD_CONST '404' LOAD_CONST '500' LOAD_CONST '504' LOAD_CONST 'startTimestamp' LOAD_CONST 'endTimestamp' LOAD_CONST 'startDatetime' LOAD_CONST 'endDatetime' LOAD_CONST 'totalRequests' LOAD_CONST 'cacheHits' LOAD_CONST 'cacheHitRate' LOAD_CONST 'totalRequestTime' LOAD_CONST 'avgOriginResponseTime' LOAD_CONST 'responseTimeMs' LOAD_CONST '100X' LOAD_CONST '20X' LOAD_CONST '30X' LOAD_CONST '40X' LOAD_CONST '50X' LOAD_CONST '50th' LOAD_CONST '95th' LOAD_CONST '99th' LOAD_CONST ('_403', '_404', '_500', '_504', 'start_timestamp', 'end_timestamp', 'start_datetime', 'end_datetime', 'total_requests', 'cache_hits', 'cache_hit_rate', 'total_request_time', 'avg_origin_response_time', 'response_time_ms', '_100_x', '_20_x', '_30_x', '_40_x', '_50_x', '_50th', '_95th', '_99th') BUILD_CONST_KEY_MAP STORE_NAME attribute_map LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None) LOAD_CONST <code object __init__ at 0x7fab428c84b0, file "f.py", line 86> LOAD_CONST 'PerformanceView.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object _403 at 0x7fab70262030, file "f.py", line 164> LOAD_CONST 'PerformanceView._403' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _403 LOAD_NAME _403 LOAD_ATTR setter LOAD_CONST <code object _403 at 0x7fab8019b8a0, file "f.py", line 175> LOAD_CONST 'PerformanceView._403' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _403 LOAD_NAME property LOAD_CONST <code object _404 at 0x7fae2f3eb5d0, file "f.py", line 193> LOAD_CONST 'PerformanceView._404' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _404 LOAD_NAME _404 LOAD_ATTR setter LOAD_CONST <code object _404 at 0x7fae2f3eb8a0, file "f.py", line 204> LOAD_CONST 'PerformanceView._404' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _404 LOAD_NAME property LOAD_CONST <code object _500 at 0x7fae2f3eb810, file "f.py", line 222> LOAD_CONST 'PerformanceView._500' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _500 LOAD_NAME _500 LOAD_ATTR setter LOAD_CONST <code object _500 at 0x7fae2f3eb150, file "f.py", line 233> LOAD_CONST 'PerformanceView._500' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _500 LOAD_NAME property LOAD_CONST <code object _504 at 0x7fae2f3eb930, file "f.py", line 251> LOAD_CONST 'PerformanceView._504' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _504 LOAD_NAME _504 LOAD_ATTR setter LOAD_CONST <code object _504 at 0x7fae2f3ebae0, file "f.py", line 262> LOAD_CONST 'PerformanceView._504' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _504 LOAD_NAME property LOAD_CONST <code object start_timestamp at 0x7fab7004fb70, file "f.py", line 280> LOAD_CONST 'PerformanceView.start_timestamp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME start_timestamp LOAD_NAME start_timestamp LOAD_ATTR setter LOAD_CONST <code object start_timestamp at 0x7fab7004fa50, file "f.py", line 291> LOAD_CONST 'PerformanceView.start_timestamp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME start_timestamp LOAD_NAME property LOAD_CONST <code object end_timestamp at 0x7fab7004fc90, file "f.py", line 310> LOAD_CONST 'PerformanceView.end_timestamp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME end_timestamp LOAD_NAME end_timestamp LOAD_ATTR setter LOAD_CONST <code object end_timestamp at 0x7fab7004f810, file "f.py", line 321> LOAD_CONST 'PerformanceView.end_timestamp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME end_timestamp LOAD_NAME property LOAD_CONST <code object start_datetime at 0x7fab7004fae0, file "f.py", line 340> LOAD_CONST 'PerformanceView.start_datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME start_datetime LOAD_NAME start_datetime LOAD_ATTR setter LOAD_CONST <code object start_datetime at 0x7fab7004fed0, file "f.py", line 350> LOAD_CONST 'PerformanceView.start_datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME start_datetime LOAD_NAME property LOAD_CONST <code object end_datetime at 0x7fab7004f780, file "f.py", line 368> LOAD_CONST 'PerformanceView.end_datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME end_datetime LOAD_NAME end_datetime LOAD_ATTR setter LOAD_CONST <code object end_datetime at 0x7fab7004f930, file "f.py", line 378> LOAD_CONST 'PerformanceView.end_datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME end_datetime LOAD_NAME property LOAD_CONST <code object total_requests at 0x7fab7004fd20, file "f.py", line 396> LOAD_CONST 'PerformanceView.total_requests' MAKE_FUNCTION CALL_FUNCTION STORE_NAME total_requests LOAD_NAME total_requests LOAD_ATTR setter LOAD_CONST <code object total_requests at 0x7fab7004fc00, file "f.py", line 407> LOAD_CONST 'PerformanceView.total_requests' MAKE_FUNCTION CALL_FUNCTION STORE_NAME total_requests LOAD_NAME property LOAD_CONST <code object cache_hits at 0x7fab7004f390, file "f.py", line 426> LOAD_CONST 'PerformanceView.cache_hits' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cache_hits LOAD_NAME cache_hits LOAD_ATTR setter LOAD_CONST <code object cache_hits at 0x7fab7004f0c0, file "f.py", line 437> LOAD_CONST 'PerformanceView.cache_hits' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cache_hits LOAD_NAME property LOAD_CONST <code object cache_hit_rate at 0x7fab7004fdb0, file "f.py", line 455> LOAD_CONST 'PerformanceView.cache_hit_rate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cache_hit_rate LOAD_NAME cache_hit_rate LOAD_ATTR setter LOAD_CONST <code object cache_hit_rate at 0x7fab7013c780, file "f.py", line 466> LOAD_CONST 'PerformanceView.cache_hit_rate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cache_hit_rate LOAD_NAME property LOAD_CONST <code object total_request_time at 0x7fab7013c660, file "f.py", line 485> LOAD_CONST 'PerformanceView.total_request_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME total_request_time LOAD_NAME total_request_time LOAD_ATTR setter LOAD_CONST <code object total_request_time at 0x7fab7013c9c0, file "f.py", line 495> LOAD_CONST 'PerformanceView.total_request_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME total_request_time LOAD_NAME property LOAD_CONST <code object avg_origin_response_time at 0x7fab7013c930, file "f.py", line 513> LOAD_CONST 'PerformanceView.avg_origin_response_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME avg_origin_response_time LOAD_NAME avg_origin_response_time LOAD_ATTR setter LOAD_CONST <code object avg_origin_response_time at 0x7fab7013cc90, file "f.py", line 524> LOAD_CONST 'PerformanceView.avg_origin_response_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME avg_origin_response_time LOAD_NAME property LOAD_CONST <code object response_time_ms at 0x7fab703c7930, file "f.py", line 543> LOAD_CONST 'PerformanceView.response_time_ms' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_time_ms LOAD_NAME response_time_ms LOAD_ATTR setter LOAD_CONST <code object response_time_ms at 0x7fab703c7b70, file "f.py", line 554> LOAD_CONST 'PerformanceView.response_time_ms' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_time_ms LOAD_NAME property LOAD_CONST <code object _100_x at 0x7fab703c7f60, file "f.py", line 573> LOAD_CONST 'PerformanceView._100_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _100_x LOAD_NAME _100_x LOAD_ATTR setter LOAD_CONST <code object _100_x at 0x7fab703c7150, file "f.py", line 584> LOAD_CONST 'PerformanceView._100_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _100_x LOAD_NAME property LOAD_CONST <code object _20_x at 0x7fab703c79c0, file "f.py", line 602> LOAD_CONST 'PerformanceView._20_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _20_x LOAD_NAME _20_x LOAD_ATTR setter LOAD_CONST <code object _20_x at 0x7fab703c7a50, file "f.py", line 613> LOAD_CONST 'PerformanceView._20_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _20_x LOAD_NAME property LOAD_CONST <code object _30_x at 0x7fab703c75d0, file "f.py", line 631> LOAD_CONST 'PerformanceView._30_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _30_x LOAD_NAME _30_x LOAD_ATTR setter LOAD_CONST <code object _30_x at 0x7fab703c74b0, file "f.py", line 642> LOAD_CONST 'PerformanceView._30_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _30_x LOAD_NAME property LOAD_CONST <code object _40_x at 0x7fab703c7420, file "f.py", line 660> LOAD_CONST 'PerformanceView._40_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _40_x LOAD_NAME _40_x LOAD_ATTR setter LOAD_CONST <code object _40_x at 0x7fab82184390, file "f.py", line 671> LOAD_CONST 'PerformanceView._40_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _40_x LOAD_NAME property LOAD_CONST <code object _50_x at 0x7fab821844b0, file "f.py", line 689> LOAD_CONST 'PerformanceView._50_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _50_x LOAD_NAME _50_x LOAD_ATTR setter LOAD_CONST <code object _50_x at 0x7fab82184300, file "f.py", line 700> LOAD_CONST 'PerformanceView._50_x' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _50_x LOAD_NAME property LOAD_CONST <code object _50th at 0x7fab82184270, file "f.py", line 718> LOAD_CONST 'PerformanceView._50th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _50th LOAD_NAME _50th LOAD_ATTR setter LOAD_CONST <code object _50th at 0x7fab82184780, file "f.py", line 729> LOAD_CONST 'PerformanceView._50th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _50th LOAD_NAME property LOAD_CONST <code object _95th at 0x7fab821840c0, file "f.py", line 747> LOAD_CONST 'PerformanceView._95th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _95th LOAD_NAME _95th LOAD_ATTR setter LOAD_CONST <code object _95th at 0x7fab82184930, file "f.py", line 758> LOAD_CONST 'PerformanceView._95th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _95th LOAD_NAME property LOAD_CONST <code object _99th at 0x7fab821841e0, file "f.py", line 776> LOAD_CONST 'PerformanceView._99th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _99th LOAD_NAME _99th LOAD_ATTR setter LOAD_CONST <code object _99th at 0x7fab821845d0, file "f.py", line 787> LOAD_CONST 'PerformanceView._99th' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _99th LOAD_CONST (False,) LOAD_CONST <code object to_dict at 0x7fab801c5300, file "f.py", line 805> LOAD_CONST 'PerformanceView.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object to_str at 0x7fab801c58a0, file "f.py", line 833> LOAD_CONST 'PerformanceView.to_str' MAKE_FUNCTION STORE_NAME to_str LOAD_CONST <code object __repr__ at 0x7fab801c56f0, file "f.py", line 837> LOAD_CONST 'PerformanceView.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab801c55d0, file "f.py", line 841> LOAD_CONST 'PerformanceView.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab801c5d20, file "f.py", line 848> LOAD_CONST 'PerformanceView.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_FAST local_vars_configuration LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Configuration LOAD_METHOD get_default_copy CALL_METHOD STORE_FAST local_vars_configuration LOAD_FAST local_vars_configuration LOAD_FAST self STORE_ATTR local_vars_configuration LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__403 LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__404 LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__500 LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__504 LOAD_CONST None LOAD_FAST self STORE_ATTR _start_timestamp LOAD_CONST None LOAD_FAST self STORE_ATTR _end_timestamp LOAD_CONST None LOAD_FAST self STORE_ATTR _start_datetime LOAD_CONST None LOAD_FAST self STORE_ATTR _end_datetime LOAD_CONST None LOAD_FAST self STORE_ATTR _total_requests LOAD_CONST None LOAD_FAST self STORE_ATTR _cache_hits LOAD_CONST None LOAD_FAST self STORE_ATTR _cache_hit_rate LOAD_CONST None LOAD_FAST self STORE_ATTR _total_request_time LOAD_CONST None LOAD_FAST self STORE_ATTR _avg_origin_response_time LOAD_CONST None LOAD_FAST self STORE_ATTR _response_time_ms LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__100_x LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__20_x LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__30_x LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__40_x LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__50_x LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__50th LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__95th LOAD_CONST None LOAD_FAST self STORE_ATTR _PerformanceView__99th LOAD_CONST None LOAD_FAST self STORE_ATTR discriminator LOAD_FAST _403 LOAD_FAST self STORE_ATTR _403 LOAD_FAST _404 LOAD_FAST self STORE_ATTR _404 LOAD_FAST _500 LOAD_FAST self STORE_ATTR _500 LOAD_FAST _504 LOAD_FAST self STORE_ATTR _504 LOAD_FAST start_timestamp LOAD_FAST self STORE_ATTR start_timestamp LOAD_FAST end_timestamp LOAD_FAST self STORE_ATTR end_timestamp LOAD_FAST start_datetime LOAD_FAST self STORE_ATTR start_datetime LOAD_FAST end_datetime LOAD_FAST self STORE_ATTR end_datetime LOAD_FAST total_requests LOAD_FAST self STORE_ATTR total_requests LOAD_FAST cache_hits LOAD_FAST self STORE_ATTR cache_hits LOAD_FAST cache_hit_rate LOAD_FAST self STORE_ATTR cache_hit_rate LOAD_FAST total_request_time LOAD_FAST self STORE_ATTR total_request_time LOAD_FAST avg_origin_response_time LOAD_FAST self STORE_ATTR avg_origin_response_time LOAD_FAST response_time_ms LOAD_FAST self STORE_ATTR response_time_ms LOAD_FAST _100_x LOAD_FAST self STORE_ATTR _100_x LOAD_FAST _20_x LOAD_FAST self STORE_ATTR _20_x LOAD_FAST _30_x LOAD_FAST self STORE_ATTR _30_x LOAD_FAST _40_x LOAD_FAST self STORE_ATTR _40_x LOAD_FAST _50_x LOAD_FAST self STORE_ATTR _50_x LOAD_FAST _50th LOAD_FAST self STORE_ATTR _50th LOAD_FAST _95th LOAD_FAST self STORE_ATTR _95th LOAD_FAST _99th LOAD_FAST self STORE_ATTR _99th LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__403 RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _403 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_403`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _403 LOAD_FAST self STORE_ATTR _PerformanceView__403 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__404 RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _404 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_404`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _404 LOAD_FAST self STORE_ATTR _PerformanceView__404 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__500 RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _500 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_500`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _500 LOAD_FAST self STORE_ATTR _PerformanceView__500 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__504 RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _504 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_504`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _504 LOAD_FAST self STORE_ATTR _PerformanceView__504 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _start_timestamp RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST start_timestamp LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `start_timestamp`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST start_timestamp LOAD_FAST self STORE_ATTR _start_timestamp LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _end_timestamp RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST end_timestamp LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `end_timestamp`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST end_timestamp LOAD_FAST self STORE_ATTR _end_timestamp LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _start_datetime RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST start_datetime LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `start_datetime`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST start_datetime LOAD_FAST self STORE_ATTR _start_datetime LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _end_datetime RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST end_datetime LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `end_datetime`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST end_datetime LOAD_FAST self STORE_ATTR _end_datetime LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _total_requests RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST total_requests LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `total_requests`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST total_requests LOAD_FAST self STORE_ATTR _total_requests LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cache_hits RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST cache_hits LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `cache_hits`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST cache_hits LOAD_FAST self STORE_ATTR _cache_hits LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cache_hit_rate RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST cache_hit_rate LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `cache_hit_rate`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST cache_hit_rate LOAD_FAST self STORE_ATTR _cache_hit_rate LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _total_request_time RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST total_request_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `total_request_time`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST total_request_time LOAD_FAST self STORE_ATTR _total_request_time LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _avg_origin_response_time RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST avg_origin_response_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `avg_origin_response_time`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST avg_origin_response_time LOAD_FAST self STORE_ATTR _avg_origin_response_time LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _response_time_ms RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST response_time_ms LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `response_time_ms`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST response_time_ms LOAD_FAST self STORE_ATTR _response_time_ms LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__100_x RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _100_x LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_100_x`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _100_x LOAD_FAST self STORE_ATTR _PerformanceView__100_x LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__20_x RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _20_x LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_20_x`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _20_x LOAD_FAST self STORE_ATTR _PerformanceView__20_x LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__30_x RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _30_x LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_30_x`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _30_x LOAD_FAST self STORE_ATTR _PerformanceView__30_x LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__40_x RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _40_x LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_40_x`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _40_x LOAD_FAST self STORE_ATTR _PerformanceView__40_x LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__50_x RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _50_x LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_50_x`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _50_x LOAD_FAST self STORE_ATTR _PerformanceView__50_x LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__50th RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _50th LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_50th`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _50th LOAD_FAST self STORE_ATTR _PerformanceView__50th LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__95th RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _95th LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_95th`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _95th LOAD_FAST self STORE_ATTR _PerformanceView__95th LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _PerformanceView__99th RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST _99th LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `_99th`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST _99th LOAD_FAST self STORE_ATTR _PerformanceView__99th LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST result LOAD_CLOSURE serialize BUILD_TUPLE LOAD_CONST <code object convert at 0x7fab821849c0, file "f.py", line 809> LOAD_CONST 'PerformanceView.to_dict.<locals>.convert' MAKE_FUNCTION STORE_DEREF convert SETUP_LOOP to 166 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST self LOAD_ATTR openapi_types CALL_METHOD GET_ITER FOR_ITER to 164 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST _ LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST attr CALL_FUNCTION STORE_FAST value LOAD_DEREF serialize POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR attribute_map LOAD_METHOD get LOAD_FAST attr LOAD_FAST attr CALL_METHOD JUMP_FORWARD to 68 LOAD_FAST attr STORE_FAST attr LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL map LOAD_CLOSURE convert BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82184ed0, file "f.py", line 823> LOAD_CONST 'PerformanceView.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_GLOBAL map LOAD_CLOSURE convert BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab801c50c0, file "f.py", line 826> LOAD_CONST 'PerformanceView.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_DEREF convert LOAD_FAST value CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST x LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL getfullargspec LOAD_FAST x LOAD_ATTR to_dict CALL_FUNCTION LOAD_ATTR args STORE_FAST args LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD to_dict CALL_METHOD RETURN_VALUE LOAD_FAST x LOAD_METHOD to_dict LOAD_DEREF serialize CALL_METHOD RETURN_VALUE JUMP_FORWARD to 58 LOAD_FAST x RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF convert LOAD_FAST x CALL_FUNCTION RETURN_VALUE LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF convert LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD to_str CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL PerformanceView CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL PerformanceView CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP != RETURN_VALUE
""" CMS Performance API Use these endpoints to get a time series view of your website's performance. # noqa: E501 The version of the OpenAPI document: v3 Generated by: https://openapi-generator.tech """ try: from inspect import getfullargspec except ImportError: from inspect import getargspec as getfullargspec import pprint import re # noqa: F401 import six from hubspot.cms.performance.configuration import Configuration class PerformanceView(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ openapi_types = { "_403": "int", "_404": "int", "_500": "int", "_504": "int", "start_timestamp": "int", "end_timestamp": "int", "start_datetime": "str", "end_datetime": "str", "total_requests": "int", "cache_hits": "int", "cache_hit_rate": "float", "total_request_time": "int", "avg_origin_response_time": "int", "response_time_ms": "int", "_100_x": "int", "_20_x": "int", "_30_x": "int", "_40_x": "int", "_50_x": "int", "_50th": "int", "_95th": "int", "_99th": "int", } attribute_map = { "_403": "403", "_404": "404", "_500": "500", "_504": "504", "start_timestamp": "startTimestamp", "end_timestamp": "endTimestamp", "start_datetime": "startDatetime", "end_datetime": "endDatetime", "total_requests": "totalRequests", "cache_hits": "cacheHits", "cache_hit_rate": "cacheHitRate", "total_request_time": "totalRequestTime", "avg_origin_response_time": "avgOriginResponseTime", "response_time_ms": "responseTimeMs", "_100_x": "100X", "_20_x": "20X", "_30_x": "30X", "_40_x": "40X", "_50_x": "50X", "_50th": "50th", "_95th": "95th", "_99th": "99th", } def __init__( self, _403=None, _404=None, _500=None, _504=None, start_timestamp=None, end_timestamp=None, start_datetime=None, end_datetime=None, total_requests=None, cache_hits=None, cache_hit_rate=None, total_request_time=None, avg_origin_response_time=None, response_time_ms=None, _100_x=None, _20_x=None, _30_x=None, _40_x=None, _50_x=None, _50th=None, _95th=None, _99th=None, local_vars_configuration=None, ): # noqa: E501 """PerformanceView - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration.get_default_copy() self.local_vars_configuration = local_vars_configuration self.__403 = None self.__404 = None self.__500 = None self.__504 = None self._start_timestamp = None self._end_timestamp = None self._start_datetime = None self._end_datetime = None self._total_requests = None self._cache_hits = None self._cache_hit_rate = None self._total_request_time = None self._avg_origin_response_time = None self._response_time_ms = None self.__100_x = None self.__20_x = None self.__30_x = None self.__40_x = None self.__50_x = None self.__50th = None self.__95th = None self.__99th = None self.discriminator = None self._403 = _403 self._404 = _404 self._500 = _500 self._504 = _504 self.start_timestamp = start_timestamp self.end_timestamp = end_timestamp self.start_datetime = start_datetime self.end_datetime = end_datetime self.total_requests = total_requests self.cache_hits = cache_hits self.cache_hit_rate = cache_hit_rate self.total_request_time = total_request_time self.avg_origin_response_time = avg_origin_response_time self.response_time_ms = response_time_ms self._100_x = _100_x self._20_x = _20_x self._30_x = _30_x self._40_x = _40_x self._50_x = _50_x self._50th = _50th self._95th = _95th self._99th = _99th @property def _403(self): """Gets the _403 of this PerformanceView. # noqa: E501 The number of responses that had an http status code of 403. # noqa: E501 :return: The _403 of this PerformanceView. # noqa: E501 :rtype: int """ return self.__403 @_403.setter def _403(self, _403): """Sets the _403 of this PerformanceView. The number of responses that had an http status code of 403. # noqa: E501 :param _403: The _403 of this PerformanceView. # noqa: E501 :type _403: int """ if ( self.local_vars_configuration.client_side_validation and _403 is None ): # noqa: E501 raise ValueError( "Invalid value for `_403`, must not be `None`" ) # noqa: E501 self.__403 = _403 @property def _404(self): """Gets the _404 of this PerformanceView. # noqa: E501 The number of responses that had an http status code of 404. # noqa: E501 :return: The _404 of this PerformanceView. # noqa: E501 :rtype: int """ return self.__404 @_404.setter def _404(self, _404): """Sets the _404 of this PerformanceView. The number of responses that had an http status code of 404. # noqa: E501 :param _404: The _404 of this PerformanceView. # noqa: E501 :type _404: int """ if ( self.local_vars_configuration.client_side_validation and _404 is None ): # noqa: E501 raise ValueError( "Invalid value for `_404`, must not be `None`" ) # noqa: E501 self.__404 = _404 @property def _500(self): """Gets the _500 of this PerformanceView. # noqa: E501 The number of responses that had an http status code of 500. # noqa: E501 :return: The _500 of this PerformanceView. # noqa: E501 :rtype: int """ return self.__500 @_500.setter def _500(self, _500): """Sets the _500 of this PerformanceView. The number of responses that had an http status code of 500. # noqa: E501 :param _500: The _500 of this PerformanceView. # noqa: E501 :type _500: int """ if ( self.local_vars_configuration.client_side_validation and _500 is None ): # noqa: E501 raise ValueError( "Invalid value for `_500`, must not be `None`" ) # noqa: E501 self.__500 = _500 @property def _504(self): """Gets the _504 of this PerformanceView. # noqa: E501 The number of responses that had an http status code of 504. # noqa: E501 :return: The _504 of this PerformanceView. # noqa: E501 :rtype: int """ return self.__504 @_504.setter def _504(self, _504): """Sets the _504 of this PerformanceView. The number of responses that had an http status code of 504. # noqa: E501 :param _504: The _504 of this PerformanceView. # noqa: E501 :type _504: int """ if ( self.local_vars_configuration.client_side_validation and _504 is None ): # noqa: E501 raise ValueError( "Invalid value for `_504`, must not be `None`" ) # noqa: E501 self.__504 = _504 @property def start_timestamp(self): """Gets the start_timestamp of this PerformanceView. # noqa: E501 The timestamp in milliseconds of the start of this interval. # noqa: E501 :return: The start_timestamp of this PerformanceView. # noqa: E501 :rtype: int """ return self._start_timestamp @start_timestamp.setter def start_timestamp(self, start_timestamp): """Sets the start_timestamp of this PerformanceView. The timestamp in milliseconds of the start of this interval. # noqa: E501 :param start_timestamp: The start_timestamp of this PerformanceView. # noqa: E501 :type start_timestamp: int """ if ( self.local_vars_configuration.client_side_validation and start_timestamp is None ): # noqa: E501 raise ValueError( "Invalid value for `start_timestamp`, must not be `None`" ) # noqa: E501 self._start_timestamp = start_timestamp @property def end_timestamp(self): """Gets the end_timestamp of this PerformanceView. # noqa: E501 The timestamp in milliseconds of the end of this interval. # noqa: E501 :return: The end_timestamp of this PerformanceView. # noqa: E501 :rtype: int """ return self._end_timestamp @end_timestamp.setter def end_timestamp(self, end_timestamp): """Sets the end_timestamp of this PerformanceView. The timestamp in milliseconds of the end of this interval. # noqa: E501 :param end_timestamp: The end_timestamp of this PerformanceView. # noqa: E501 :type end_timestamp: int """ if ( self.local_vars_configuration.client_side_validation and end_timestamp is None ): # noqa: E501 raise ValueError( "Invalid value for `end_timestamp`, must not be `None`" ) # noqa: E501 self._end_timestamp = end_timestamp @property def start_datetime(self): """Gets the start_datetime of this PerformanceView. # noqa: E501 :return: The start_datetime of this PerformanceView. # noqa: E501 :rtype: str """ return self._start_datetime @start_datetime.setter def start_datetime(self, start_datetime): """Sets the start_datetime of this PerformanceView. :param start_datetime: The start_datetime of this PerformanceView. # noqa: E501 :type start_datetime: str """ if ( self.local_vars_configuration.client_side_validation and start_datetime is None ): # noqa: E501 raise ValueError( "Invalid value for `start_datetime`, must not be `None`" ) # noqa: E501 self._start_datetime = start_datetime @property def end_datetime(self): """Gets the end_datetime of this PerformanceView. # noqa: E501 :return: The end_datetime of this PerformanceView. # noqa: E501 :rtype: str """ return self._end_datetime @end_datetime.setter def end_datetime(self, end_datetime): """Sets the end_datetime of this PerformanceView. :param end_datetime: The end_datetime of this PerformanceView. # noqa: E501 :type end_datetime: str """ if ( self.local_vars_configuration.client_side_validation and end_datetime is None ): # noqa: E501 raise ValueError( "Invalid value for `end_datetime`, must not be `None`" ) # noqa: E501 self._end_datetime = end_datetime @property def total_requests(self): """Gets the total_requests of this PerformanceView. # noqa: E501 The total number of requests received in this period. # noqa: E501 :return: The total_requests of this PerformanceView. # noqa: E501 :rtype: int """ return self._total_requests @total_requests.setter def total_requests(self, total_requests): """Sets the total_requests of this PerformanceView. The total number of requests received in this period. # noqa: E501 :param total_requests: The total_requests of this PerformanceView. # noqa: E501 :type total_requests: int """ if ( self.local_vars_configuration.client_side_validation and total_requests is None ): # noqa: E501 raise ValueError( "Invalid value for `total_requests`, must not be `None`" ) # noqa: E501 self._total_requests = total_requests @property def cache_hits(self): """Gets the cache_hits of this PerformanceView. # noqa: E501 The total number of requests that were served cached responses. # noqa: E501 :return: The cache_hits of this PerformanceView. # noqa: E501 :rtype: int """ return self._cache_hits @cache_hits.setter def cache_hits(self, cache_hits): """Sets the cache_hits of this PerformanceView. The total number of requests that were served cached responses. # noqa: E501 :param cache_hits: The cache_hits of this PerformanceView. # noqa: E501 :type cache_hits: int """ if ( self.local_vars_configuration.client_side_validation and cache_hits is None ): # noqa: E501 raise ValueError( "Invalid value for `cache_hits`, must not be `None`" ) # noqa: E501 self._cache_hits = cache_hits @property def cache_hit_rate(self): """Gets the cache_hit_rate of this PerformanceView. # noqa: E501 The percentage of requests that were served cached responses. # noqa: E501 :return: The cache_hit_rate of this PerformanceView. # noqa: E501 :rtype: float """ return self._cache_hit_rate @cache_hit_rate.setter def cache_hit_rate(self, cache_hit_rate): """Sets the cache_hit_rate of this PerformanceView. The percentage of requests that were served cached responses. # noqa: E501 :param cache_hit_rate: The cache_hit_rate of this PerformanceView. # noqa: E501 :type cache_hit_rate: float """ if ( self.local_vars_configuration.client_side_validation and cache_hit_rate is None ): # noqa: E501 raise ValueError( "Invalid value for `cache_hit_rate`, must not be `None`" ) # noqa: E501 self._cache_hit_rate = cache_hit_rate @property def total_request_time(self): """Gets the total_request_time of this PerformanceView. # noqa: E501 :return: The total_request_time of this PerformanceView. # noqa: E501 :rtype: int """ return self._total_request_time @total_request_time.setter def total_request_time(self, total_request_time): """Sets the total_request_time of this PerformanceView. :param total_request_time: The total_request_time of this PerformanceView. # noqa: E501 :type total_request_time: int """ if ( self.local_vars_configuration.client_side_validation and total_request_time is None ): # noqa: E501 raise ValueError( "Invalid value for `total_request_time`, must not be `None`" ) # noqa: E501 self._total_request_time = total_request_time @property def avg_origin_response_time(self): """Gets the avg_origin_response_time of this PerformanceView. # noqa: E501 The average response time in milliseconds from the origin to the edge. # noqa: E501 :return: The avg_origin_response_time of this PerformanceView. # noqa: E501 :rtype: int """ return self._avg_origin_response_time @avg_origin_response_time.setter def avg_origin_response_time(self, avg_origin_response_time): """Sets the avg_origin_response_time of this PerformanceView. The average response time in milliseconds from the origin to the edge. # noqa: E501 :param avg_origin_response_time: The avg_origin_response_time of this PerformanceView. # noqa: E501 :type avg_origin_response_time: int """ if ( self.local_vars_configuration.client_side_validation and avg_origin_response_time is None ): # noqa: E501 raise ValueError( "Invalid value for `avg_origin_response_time`, must not be `None`" ) # noqa: E501 self._avg_origin_response_time = avg_origin_response_time @property def response_time_ms(self): """Gets the response_time_ms of this PerformanceView. # noqa: E501 The average response time in milliseconds. # noqa: E501 :return: The response_time_ms of this PerformanceView. # noqa: E501 :rtype: int """ return self._response_time_ms @response_time_ms.setter def response_time_ms(self, response_time_ms): """Sets the response_time_ms of this PerformanceView. The average response time in milliseconds. # noqa: E501 :param response_time_ms: The response_time_ms of this PerformanceView. # noqa: E501 :type response_time_ms: int """ if ( self.local_vars_configuration.client_side_validation and response_time_ms is None ): # noqa: E501 raise ValueError( "Invalid value for `response_time_ms`, must not be `None`" ) # noqa: E501 self._response_time_ms = response_time_ms @property def _100_x(self): """Gets the _100_x of this PerformanceView. # noqa: E501 The number of responses that had an http status code between 1000-1999. # noqa: E501 :return: The _100_x of this PerformanceView. # noqa: E501 :rtype: int """ return self.__100_x @_100_x.setter def _100_x(self, _100_x): """Sets the _100_x of this PerformanceView. The number of responses that had an http status code between 1000-1999. # noqa: E501 :param _100_x: The _100_x of this PerformanceView. # noqa: E501 :type _100_x: int """ if ( self.local_vars_configuration.client_side_validation and _100_x is None ): # noqa: E501 raise ValueError( "Invalid value for `_100_x`, must not be `None`" ) # noqa: E501 self.__100_x = _100_x @property def _20_x(self): """Gets the _20_x of this PerformanceView. # noqa: E501 The number of responses that had an http status code between 200-299. # noqa: E501 :return: The _20_x of this PerformanceView. # noqa: E501 :rtype: int """ return self.__20_x @_20_x.setter def _20_x(self, _20_x): """Sets the _20_x of this PerformanceView. The number of responses that had an http status code between 200-299. # noqa: E501 :param _20_x: The _20_x of this PerformanceView. # noqa: E501 :type _20_x: int """ if ( self.local_vars_configuration.client_side_validation and _20_x is None ): # noqa: E501 raise ValueError( "Invalid value for `_20_x`, must not be `None`" ) # noqa: E501 self.__20_x = _20_x @property def _30_x(self): """Gets the _30_x of this PerformanceView. # noqa: E501 The number of responses that had an http status code between 300-399. # noqa: E501 :return: The _30_x of this PerformanceView. # noqa: E501 :rtype: int """ return self.__30_x @_30_x.setter def _30_x(self, _30_x): """Sets the _30_x of this PerformanceView. The number of responses that had an http status code between 300-399. # noqa: E501 :param _30_x: The _30_x of this PerformanceView. # noqa: E501 :type _30_x: int """ if ( self.local_vars_configuration.client_side_validation and _30_x is None ): # noqa: E501 raise ValueError( "Invalid value for `_30_x`, must not be `None`" ) # noqa: E501 self.__30_x = _30_x @property def _40_x(self): """Gets the _40_x of this PerformanceView. # noqa: E501 The number of responses that had an http status code between 400-499. # noqa: E501 :return: The _40_x of this PerformanceView. # noqa: E501 :rtype: int """ return self.__40_x @_40_x.setter def _40_x(self, _40_x): """Sets the _40_x of this PerformanceView. The number of responses that had an http status code between 400-499. # noqa: E501 :param _40_x: The _40_x of this PerformanceView. # noqa: E501 :type _40_x: int """ if ( self.local_vars_configuration.client_side_validation and _40_x is None ): # noqa: E501 raise ValueError( "Invalid value for `_40_x`, must not be `None`" ) # noqa: E501 self.__40_x = _40_x @property def _50_x(self): """Gets the _50_x of this PerformanceView. # noqa: E501 The number of responses that had an http status code between 500-599. # noqa: E501 :return: The _50_x of this PerformanceView. # noqa: E501 :rtype: int """ return self.__50_x @_50_x.setter def _50_x(self, _50_x): """Sets the _50_x of this PerformanceView. The number of responses that had an http status code between 500-599. # noqa: E501 :param _50_x: The _50_x of this PerformanceView. # noqa: E501 :type _50_x: int """ if ( self.local_vars_configuration.client_side_validation and _50_x is None ): # noqa: E501 raise ValueError( "Invalid value for `_50_x`, must not be `None`" ) # noqa: E501 self.__50_x = _50_x @property def _50th(self): """Gets the _50th of this PerformanceView. # noqa: E501 The 50th percentile response time. # noqa: E501 :return: The _50th of this PerformanceView. # noqa: E501 :rtype: int """ return self.__50th @_50th.setter def _50th(self, _50th): """Sets the _50th of this PerformanceView. The 50th percentile response time. # noqa: E501 :param _50th: The _50th of this PerformanceView. # noqa: E501 :type _50th: int """ if ( self.local_vars_configuration.client_side_validation and _50th is None ): # noqa: E501 raise ValueError( "Invalid value for `_50th`, must not be `None`" ) # noqa: E501 self.__50th = _50th @property def _95th(self): """Gets the _95th of this PerformanceView. # noqa: E501 The 95th percentile response time. # noqa: E501 :return: The _95th of this PerformanceView. # noqa: E501 :rtype: int """ return self.__95th @_95th.setter def _95th(self, _95th): """Sets the _95th of this PerformanceView. The 95th percentile response time. # noqa: E501 :param _95th: The _95th of this PerformanceView. # noqa: E501 :type _95th: int """ if ( self.local_vars_configuration.client_side_validation and _95th is None ): # noqa: E501 raise ValueError( "Invalid value for `_95th`, must not be `None`" ) # noqa: E501 self.__95th = _95th @property def _99th(self): """Gets the _99th of this PerformanceView. # noqa: E501 The 99th percentile response time. # noqa: E501 :return: The _99th of this PerformanceView. # noqa: E501 :rtype: int """ return self.__99th @_99th.setter def _99th(self, _99th): """Sets the _99th of this PerformanceView. The 99th percentile response time. # noqa: E501 :param _99th: The _99th of this PerformanceView. # noqa: E501 :type _99th: int """ if ( self.local_vars_configuration.client_side_validation and _99th is None ): # noqa: E501 raise ValueError( "Invalid value for `_99th`, must not be `None`" ) # noqa: E501 self.__99th = _99th def to_dict(self, serialize=False): """Returns the model properties as a dict""" result = {} def convert(x): if hasattr(x, "to_dict"): args = getfullargspec(x.to_dict).args if len(args) == 1: return x.to_dict() else: return x.to_dict(serialize) else: return x for attr, _ in six.iteritems(self.openapi_types): value = getattr(self, attr) attr = self.attribute_map.get(attr, attr) if serialize else attr if isinstance(value, list): result[attr] = list(map(lambda x: convert(x), value)) elif isinstance(value, dict): result[attr] = dict( map(lambda item: (item[0], convert(item[1])), value.items()) ) else: result[attr] = convert(value) return result def to_str(self): """Returns the string representation of the model""" return pprint.pformat(self.to_dict()) def __repr__(self): """For `print` and `pprint`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, PerformanceView): return False return self.to_dict() == other.to_dict() def __ne__(self, other): """Returns true if both objects are not equal""" if not isinstance(other, PerformanceView): return True return self.to_dict() != other.to_dict()
data/hubspot-api-client-8.2.1/hubspot/cms/performance/models/performance_view.py
8,111
9,024
320,447
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST '\n---\nmodule: oneandone_monitoring_policy\nshort_description: Configure 1&1 monitoring policy\ndescription:\n - Create, remove, update monitoring policies\n (and add/remove ports, processes, and servers).\n This module has a dependency on 1and1 >= 1.0.\nextends_documentation_fragment:\n - community.general.attributes\nattributes:\n check_mode:\n support: full\n diff_mode:\n support: none\noptions:\n state:\n description:\n - Define a monitoring policy\'s state to create, remove, update.\n type: str\n required: false\n default: present\n choices: [ "present", "absent", "update" ]\n auth_token:\n description:\n - Authenticating API token provided by 1&1.\n type: str\n api_url:\n description:\n - Custom API URL. Overrides the\n ONEANDONE_API_URL environment variable.\n type: str\n required: false\n name:\n description:\n - Monitoring policy name used with present state. Used as identifier (id or name) when used with absent state. maxLength=128\n type: str\n monitoring_policy:\n description:\n - The identifier (id or name) of the monitoring policy used with update state.\n type: str\n agent:\n description:\n - Set true for using agent.\n type: str\n email:\n description:\n - User\'s email. maxLength=128\n type: str\n description:\n description:\n - Monitoring policy description. maxLength=256\n type: str\n required: false\n thresholds:\n description:\n - Monitoring policy thresholds. Each of the suboptions have warning and critical,\n which both have alert and value suboptions. Warning is used to set limits for\n warning alerts, critical is used to set critical alerts. alert enables alert,\n and value is used to advise when the value is exceeded.\n type: list\n elements: dict\n default: []\n suboptions:\n cpu:\n description:\n - Consumption limits of CPU.\n required: true\n ram:\n description:\n - Consumption limits of RAM.\n required: true\n disk:\n description:\n - Consumption limits of hard disk.\n required: true\n internal_ping:\n description:\n - Response limits of internal ping.\n required: true\n transfer:\n description:\n - Consumption limits for transfer.\n required: true\n ports:\n description:\n - Array of ports that will be monitoring.\n type: list\n elements: dict\n default: []\n suboptions:\n protocol:\n description:\n - Internet protocol.\n choices: [ "TCP", "UDP" ]\n required: true\n port:\n description:\n - Port number. minimum=1, maximum=65535\n required: true\n alert_if:\n description:\n - Case of alert.\n choices: [ "RESPONDING", "NOT_RESPONDING" ]\n required: true\n email_notification:\n description:\n - Set true for sending e-mail notifications.\n required: true\n processes:\n description:\n - Array of processes that will be monitoring.\n type: list\n elements: dict\n default: []\n suboptions:\n process:\n description:\n - Name of the process. maxLength=50\n required: true\n alert_if:\n description:\n - Case of alert.\n choices: [ "RUNNING", "NOT_RUNNING" ]\n required: true\n add_ports:\n description:\n - Ports to add to the monitoring policy.\n type: list\n elements: dict\n required: false\n default: []\n add_processes:\n description:\n - Processes to add to the monitoring policy.\n type: list\n elements: dict\n required: false\n default: []\n add_servers:\n description:\n - Servers to add to the monitoring policy.\n type: list\n elements: str\n required: false\n default: []\n remove_ports:\n description:\n - Ports to remove from the monitoring policy.\n type: list\n elements: str\n required: false\n default: []\n remove_processes:\n description:\n - Processes to remove from the monitoring policy.\n type: list\n elements: str\n required: false\n default: []\n remove_servers:\n description:\n - Servers to remove from the monitoring policy.\n type: list\n elements: str\n required: false\n default: []\n update_ports:\n description:\n - Ports to be updated on the monitoring policy.\n type: list\n elements: dict\n required: false\n default: []\n update_processes:\n description:\n - Processes to be updated on the monitoring policy.\n type: list\n elements: dict\n required: false\n default: []\n wait:\n description:\n - wait for the instance to be in state \'running\' before returning\n required: false\n default: true\n type: bool\n wait_timeout:\n description:\n - how long before wait gives up, in seconds\n type: int\n default: 600\n wait_interval:\n description:\n - Defines the number of seconds to wait when using the _wait_for methods\n type: int\n default: 5\n\nrequirements:\n - "1and1"\n\nauthor:\n - "Amel Ajdinovic (@aajdinov)"\n - "Ethan Devenport (@edevenport)"\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- name: Create a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n name: ansible monitoring policy\n description: Testing creation of a monitoring policy with ansible\n email: [email protected]\n agent: true\n thresholds:\n -\n cpu:\n warning:\n value: 80\n alert: false\n critical:\n value: 92\n alert: false\n -\n ram:\n warning:\n value: 80\n alert: false\n critical:\n value: 90\n alert: false\n -\n disk:\n warning:\n value: 80\n alert: false\n critical:\n value: 90\n alert: false\n -\n internal_ping:\n warning:\n value: 50\n alert: false\n critical:\n value: 100\n alert: false\n -\n transfer:\n warning:\n value: 1000\n alert: false\n critical:\n value: 2000\n alert: false\n ports:\n -\n protocol: TCP\n port: 22\n alert_if: RESPONDING\n email_notification: false\n processes:\n -\n process: test\n alert_if: NOT_RUNNING\n email_notification: false\n wait: true\n\n- name: Destroy a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n state: absent\n name: ansible monitoring policy\n\n- name: Update a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy\n name: ansible monitoring policy updated\n description: Testing creation of a monitoring policy with ansible updated\n email: [email protected]\n thresholds:\n -\n cpu:\n warning:\n value: 70\n alert: false\n critical:\n value: 90\n alert: false\n -\n ram:\n warning:\n value: 70\n alert: false\n critical:\n value: 80\n alert: false\n -\n disk:\n warning:\n value: 70\n alert: false\n critical:\n value: 80\n alert: false\n -\n internal_ping:\n warning:\n value: 60\n alert: false\n critical:\n value: 90\n alert: false\n -\n transfer:\n warning:\n value: 900\n alert: false\n critical:\n value: 1900\n alert: false\n wait: true\n state: update\n\n- name: Add a port to a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n add_ports:\n -\n protocol: TCP\n port: 33\n alert_if: RESPONDING\n email_notification: false\n wait: true\n state: update\n\n- name: Update existing ports of a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n update_ports:\n -\n id: existing_port_id\n protocol: TCP\n port: 34\n alert_if: RESPONDING\n email_notification: false\n -\n id: existing_port_id\n protocol: TCP\n port: 23\n alert_if: RESPONDING\n email_notification: false\n wait: true\n state: update\n\n- name: Remove a port from a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n remove_ports:\n - port_id\n state: update\n\n- name: Add a process to a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n add_processes:\n -\n process: test_2\n alert_if: NOT_RUNNING\n email_notification: false\n wait: true\n state: update\n\n- name: Update existing processes of a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n update_processes:\n -\n id: process_id\n process: test_1\n alert_if: NOT_RUNNING\n email_notification: false\n -\n id: process_id\n process: test_3\n alert_if: NOT_RUNNING\n email_notification: false\n wait: true\n state: update\n\n- name: Remove a process from a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n remove_processes:\n - process_id\n wait: true\n state: update\n\n- name: Add server to a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n add_servers:\n - server id or name\n wait: true\n state: update\n\n- name: Remove server from a monitoring policy\n community.general.oneandone_monitoring_policy:\n auth_token: oneandone_private_api_key\n monitoring_policy: ansible monitoring policy updated\n remove_servers:\n - server01\n wait: true\n state: update\n' STORE_NAME EXAMPLES LOAD_CONST '\nmonitoring_policy:\n description: Information about the monitoring policy that was processed\n type: dict\n sample: \'{"id": "92B74394A397ECC3359825C1656D67A6", "name": "Default Policy"}\'\n returned: always\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('get_monitoring_policy', 'get_server', 'OneAndOneResources', 'wait_for_resource_creation_completion') IMPORT_NAME ansible_collections.community.general.plugins.module_utils.oneandone IMPORT_FROM get_monitoring_policy STORE_NAME get_monitoring_policy IMPORT_FROM get_server STORE_NAME get_server IMPORT_FROM OneAndOneResources STORE_NAME OneAndOneResources IMPORT_FROM wait_for_resource_creation_completion STORE_NAME wait_for_resource_creation_completion POP_TOP LOAD_CONST True STORE_NAME HAS_ONEANDONE_SDK SETUP_EXCEPT to 98 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME oneandone.client STORE_NAME oneandone POP_BLOCK JUMP_FORWARD to 122 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_ONEANDONE_SDK POP_EXCEPT JUMP_FORWARD to 122 END_FINALLY LOAD_CONST <code object _check_mode at 0x7faa7c21b6f0, file "f.py", line 454> LOAD_CONST '_check_mode' MAKE_FUNCTION STORE_NAME _check_mode LOAD_CONST <code object _add_ports at 0x7faa7c21b390, file "f.py", line 459> LOAD_CONST '_add_ports' MAKE_FUNCTION STORE_NAME _add_ports LOAD_CONST <code object _delete_monitoring_policy_port at 0x7faa7c21b150, file "f.py", line 488> LOAD_CONST '_delete_monitoring_policy_port' MAKE_FUNCTION STORE_NAME _delete_monitoring_policy_port LOAD_CONST <code object _modify_port at 0x7faa7c21bd20, file "f.py", line 511> LOAD_CONST '_modify_port' MAKE_FUNCTION STORE_NAME _modify_port LOAD_CONST <code object _add_processes at 0x7faa7c21b1e0, file "f.py", line 541> LOAD_CONST '_add_processes' MAKE_FUNCTION STORE_NAME _add_processes LOAD_CONST <code object _delete_monitoring_policy_process at 0x7faa7c21b030, file "f.py", line 571> LOAD_CONST '_delete_monitoring_policy_process' MAKE_FUNCTION STORE_NAME _delete_monitoring_policy_process LOAD_CONST <code object _modify_process at 0x7faa7c21b780, file "f.py", line 594> LOAD_CONST '_modify_process' MAKE_FUNCTION STORE_NAME _modify_process LOAD_CONST <code object _attach_monitoring_policy_server at 0x7faa7c21b420, file "f.py", line 623> LOAD_CONST '_attach_monitoring_policy_server' MAKE_FUNCTION STORE_NAME _attach_monitoring_policy_server LOAD_CONST <code object _detach_monitoring_policy_server at 0x7faa7c21b540, file "f.py", line 650> LOAD_CONST '_detach_monitoring_policy_server' MAKE_FUNCTION STORE_NAME _detach_monitoring_policy_server LOAD_CONST <code object update_monitoring_policy at 0x7faa7c21b4b0, file "f.py", line 673> LOAD_CONST 'update_monitoring_policy' MAKE_FUNCTION STORE_NAME update_monitoring_policy LOAD_CONST <code object create_monitoring_policy at 0x7faa7c21be40, file "f.py", line 873> LOAD_CONST 'create_monitoring_policy' MAKE_FUNCTION STORE_NAME create_monitoring_policy LOAD_CONST <code object remove_monitoring_policy at 0x7faa7c21b9c0, file "f.py", line 963> LOAD_CONST 'remove_monitoring_policy' MAKE_FUNCTION STORE_NAME remove_monitoring_policy LOAD_CONST <code object main at 0x7faa7c21b0c0, file "f.py", line 991> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST result LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 102 BUILD_LIST STORE_FAST monitoring_policy_ports SETUP_LOOP to 66 LOAD_FAST ports GET_ITER FOR_ITER to 64 STORE_FAST _port LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Port LOAD_FAST _port LOAD_CONST 'protocol' BINARY_SUBSCR LOAD_FAST _port LOAD_CONST 'port' BINARY_SUBSCR LOAD_FAST _port LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_FAST _port LOAD_CONST 'email_notification' BINARY_SUBSCR LOAD_CONST ('protocol', 'port', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST monitoring_policy_port LOAD_FAST monitoring_policy_ports LOAD_METHOD append LOAD_FAST monitoring_policy_port CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST monitoring_policy_ports POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR add_port LOAD_FAST monitoring_policy_id LOAD_FAST monitoring_policy_ports LOAD_CONST ('monitoring_policy_id', 'ports') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 138 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 152 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 52 LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST oneandone_conn LOAD_ATTR delete_monitoring_policy_port LOAD_FAST monitoring_policy_id LOAD_FAST port_id LOAD_CONST ('monitoring_policy_id', 'port_id') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR delete_monitoring_policy_port LOAD_FAST monitoring_policy_id LOAD_FAST port_id LOAD_CONST ('monitoring_policy_id', 'port_id') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 88 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 102 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 90 LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST oneandone_conn LOAD_ATTR get_monitoring_policy_port LOAD_FAST monitoring_policy_id LOAD_FAST port_id LOAD_CONST ('monitoring_policy_id', 'port_id') CALL_FUNCTION STORE_FAST cm_port LOAD_FAST cm_port POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Port LOAD_FAST port LOAD_CONST 'protocol' BINARY_SUBSCR LOAD_FAST port LOAD_CONST 'port' BINARY_SUBSCR LOAD_FAST port LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_FAST port LOAD_CONST 'email_notification' BINARY_SUBSCR LOAD_CONST ('protocol', 'port', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST monitoring_policy_port LOAD_FAST oneandone_conn LOAD_ATTR modify_port LOAD_FAST monitoring_policy_id LOAD_FAST port_id LOAD_FAST monitoring_policy_port LOAD_CONST ('monitoring_policy_id', 'port_id', 'port') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 126 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 110 BUILD_LIST STORE_FAST monitoring_policy_processes SETUP_LOOP to 60 LOAD_FAST processes GET_ITER FOR_ITER to 58 STORE_FAST _process LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Process LOAD_FAST _process LOAD_CONST 'process' BINARY_SUBSCR LOAD_FAST _process LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_FAST _process LOAD_CONST 'email_notification' BINARY_SUBSCR LOAD_CONST ('process', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST monitoring_policy_process LOAD_FAST monitoring_policy_processes LOAD_METHOD append LOAD_FAST monitoring_policy_process CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy_id CALL_FUNCTION STORE_FAST mp_id LOAD_FAST monitoring_policy_processes POP_JUMP_IF_FALSE LOAD_FAST mp_id POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR add_process LOAD_FAST monitoring_policy_id LOAD_FAST monitoring_policy_processes LOAD_CONST ('monitoring_policy_id', 'processes') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 146 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 160 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 52 LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST oneandone_conn LOAD_ATTR get_monitoring_policy_process LOAD_FAST monitoring_policy_id LOAD_FAST process_id LOAD_CONST ('monitoring_policy_id', 'process_id') CALL_FUNCTION STORE_FAST process LOAD_FAST process POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR delete_monitoring_policy_process LOAD_FAST monitoring_policy_id LOAD_FAST process_id LOAD_CONST ('monitoring_policy_id', 'process_id') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 88 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 102 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 84 LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST oneandone_conn LOAD_ATTR get_monitoring_policy_process LOAD_FAST monitoring_policy_id LOAD_FAST process_id LOAD_CONST ('monitoring_policy_id', 'process_id') CALL_FUNCTION STORE_FAST cm_process LOAD_FAST cm_process POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Process LOAD_FAST process LOAD_CONST 'process' BINARY_SUBSCR LOAD_FAST process LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_FAST process LOAD_CONST 'email_notification' BINARY_SUBSCR LOAD_CONST ('process', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST monitoring_policy_process LOAD_FAST oneandone_conn LOAD_ATTR modify_process LOAD_FAST monitoring_policy_id LOAD_FAST process_id LOAD_FAST monitoring_policy_process LOAD_CONST ('monitoring_policy_id', 'process_id', 'process') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 120 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 134 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 90 BUILD_LIST STORE_FAST attach_servers SETUP_LOOP to 54 LOAD_FAST servers GET_ITER FOR_ITER to 52 STORE_FAST _server_id LOAD_GLOBAL get_server LOAD_FAST oneandone_conn LOAD_FAST _server_id CALL_FUNCTION STORE_FAST server_id LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR AttachServer LOAD_FAST server_id LOAD_CONST ('server_id',) CALL_FUNCTION STORE_FAST attach_server LOAD_FAST attach_servers LOAD_METHOD append LOAD_FAST attach_server CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST attach_servers POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR attach_monitoring_policy_server LOAD_FAST monitoring_policy_id LOAD_FAST attach_servers LOAD_CONST ('monitoring_policy_id', 'servers') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 126 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 52 LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST oneandone_conn LOAD_ATTR get_monitoring_policy_server LOAD_FAST monitoring_policy_id LOAD_FAST server_id LOAD_CONST ('monitoring_policy_id', 'server_id') CALL_FUNCTION STORE_FAST mp_server LOAD_FAST mp_server POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST oneandone_conn LOAD_ATTR detach_monitoring_policy_server LOAD_FAST monitoring_policy_id LOAD_FAST server_id LOAD_CONST ('monitoring_policy_id', 'server_id') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 88 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 102 END_FINALLY LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_EXCEPT to 1120 LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'monitoring_policy' CALL_METHOD STORE_FAST monitoring_policy_id LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'name' CALL_METHOD STORE_FAST name LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'description' CALL_METHOD STORE_FAST description LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'email' CALL_METHOD STORE_FAST email LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'thresholds' CALL_METHOD STORE_FAST thresholds LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'add_ports' CALL_METHOD STORE_FAST add_ports LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'update_ports' CALL_METHOD STORE_FAST update_ports LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'remove_ports' CALL_METHOD STORE_FAST remove_ports LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'add_processes' CALL_METHOD STORE_FAST add_processes LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'update_processes' CALL_METHOD STORE_FAST update_processes LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'remove_processes' CALL_METHOD STORE_FAST remove_processes LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'add_servers' CALL_METHOD STORE_FAST add_servers LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'remove_servers' CALL_METHOD STORE_FAST remove_servers LOAD_CONST False STORE_FAST changed LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy_id LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST monitoring_policy LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST False CALL_FUNCTION POP_TOP LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR MonitoringPolicy LOAD_FAST name LOAD_FAST description LOAD_FAST email LOAD_CONST ('name', 'description', 'email') CALL_FUNCTION STORE_FAST _monitoring_policy LOAD_CONST None STORE_FAST _thresholds LOAD_FAST thresholds EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'cpu' LOAD_CONST 'ram' LOAD_CONST 'disk' LOAD_CONST 'internal_ping' LOAD_CONST 'transfer' BUILD_LIST STORE_FAST threshold_entities BUILD_LIST STORE_FAST _thresholds SETUP_LOOP to 374 LOAD_FAST thresholds GET_ITER FOR_ITER to 372 STORE_FAST threshold LOAD_GLOBAL list LOAD_FAST threshold LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST key LOAD_FAST key LOAD_FAST threshold_entities COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Threshold LOAD_FAST key LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'warning' BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'warning' BINARY_SUBSCR LOAD_CONST 'alert' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'critical' BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'critical' BINARY_SUBSCR LOAD_CONST 'alert' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_CONST ('entity', 'warning_value', 'warning_alert', 'critical_value', 'critical_alert') CALL_FUNCTION STORE_FAST _threshold LOAD_FAST _thresholds LOAD_METHOD append LOAD_FAST _threshold CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST name EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST description EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST email EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST thresholds EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST True CALL_FUNCTION POP_TOP LOAD_FAST oneandone_conn LOAD_ATTR modify_monitoring_policy LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST _monitoring_policy LOAD_FAST _thresholds LOAD_CONST ('monitoring_policy_id', 'monitoring_policy', 'thresholds') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST add_ports EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_GLOBAL _add_ports LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST add_ports CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL _add_ports LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST add_ports CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST update_ports EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST chk_changed SETUP_LOOP to 578 LOAD_FAST update_ports GET_ITER FOR_ITER to 576 STORE_FAST update_port LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST chk_changed LOAD_GLOBAL _modify_port LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_port LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_port CALL_FUNCTION INPLACE_OR STORE_FAST chk_changed LOAD_GLOBAL _modify_port LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_port LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_port CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST remove_ports EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST chk_changed SETUP_LOOP to 672 LOAD_FAST remove_ports GET_ITER FOR_ITER to 670 STORE_FAST port_id LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST chk_changed LOAD_GLOBAL _delete_monitoring_policy_port LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST port_id CALL_FUNCTION INPLACE_OR STORE_FAST chk_changed LOAD_GLOBAL _delete_monitoring_policy_port LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST port_id CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST chk_changed CALL_FUNCTION POP_TOP LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST add_processes EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _add_processes LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST add_processes CALL_FUNCTION STORE_FAST monitoring_policy LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST monitoring_policy CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST changed LOAD_FAST update_processes EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST chk_changed SETUP_LOOP to 826 LOAD_FAST update_processes GET_ITER FOR_ITER to 824 STORE_FAST update_process LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST chk_changed LOAD_GLOBAL _modify_process LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_process LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_process CALL_FUNCTION INPLACE_OR STORE_FAST chk_changed LOAD_GLOBAL _modify_process LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_process LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST update_process CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST chk_changed CALL_FUNCTION POP_TOP LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST remove_processes EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST chk_changed SETUP_LOOP to 930 LOAD_FAST remove_processes GET_ITER FOR_ITER to 928 STORE_FAST process_id LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST chk_changed LOAD_GLOBAL _delete_monitoring_policy_process LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST process_id CALL_FUNCTION INPLACE_OR STORE_FAST chk_changed LOAD_GLOBAL _delete_monitoring_policy_process LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST process_id CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST chk_changed CALL_FUNCTION POP_TOP LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST add_servers EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _attach_monitoring_policy_server LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST add_servers CALL_FUNCTION STORE_FAST monitoring_policy LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST monitoring_policy CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST changed LOAD_FAST remove_servers EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST chk_changed SETUP_LOOP to 1082 LOAD_FAST remove_servers GET_ITER FOR_ITER to 1080 STORE_FAST _server_id LOAD_GLOBAL get_server LOAD_FAST oneandone_conn LOAD_FAST _server_id CALL_FUNCTION STORE_FAST server_id LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST chk_changed LOAD_GLOBAL _detach_monitoring_policy_server LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST server_id CALL_FUNCTION INPLACE_OR STORE_FAST chk_changed LOAD_GLOBAL _detach_monitoring_policy_server LOAD_FAST module LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST server_id CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_FAST chk_changed CALL_FUNCTION POP_TOP LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST True CALL_FUNCTION STORE_FAST monitoring_policy LOAD_CONST True STORE_FAST changed LOAD_FAST changed LOAD_FAST monitoring_policy BUILD_TUPLE RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 1158 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 1172 END_FINALLY LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_EXCEPT to 548 LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'name' CALL_METHOD STORE_FAST name LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'description' CALL_METHOD STORE_FAST description LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'email' CALL_METHOD STORE_FAST email LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'agent' CALL_METHOD STORE_FAST agent LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'thresholds' CALL_METHOD STORE_FAST thresholds LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'ports' CALL_METHOD STORE_FAST ports LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'processes' CALL_METHOD STORE_FAST processes LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'wait' CALL_METHOD STORE_FAST wait LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'wait_timeout' CALL_METHOD STORE_FAST wait_timeout LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'wait_interval' CALL_METHOD STORE_FAST wait_interval LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_METHOD MonitoringPolicy LOAD_FAST name LOAD_FAST description LOAD_FAST email LOAD_FAST agent CALL_METHOD STORE_FAST _monitoring_policy LOAD_GLOBAL str LOAD_FAST _monitoring_policy LOAD_ATTR specs LOAD_CONST 'agent' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_FAST _monitoring_policy LOAD_ATTR specs LOAD_CONST 'agent' STORE_SUBSCR LOAD_CONST 'cpu' LOAD_CONST 'ram' LOAD_CONST 'disk' LOAD_CONST 'internal_ping' LOAD_CONST 'transfer' BUILD_LIST STORE_FAST threshold_entities BUILD_LIST STORE_FAST _thresholds SETUP_LOOP to 318 LOAD_FAST thresholds GET_ITER FOR_ITER to 316 STORE_FAST threshold LOAD_GLOBAL list LOAD_FAST threshold LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST key LOAD_FAST key LOAD_FAST threshold_entities COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Threshold LOAD_FAST key LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'warning' BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'warning' BINARY_SUBSCR LOAD_CONST 'alert' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'critical' BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST threshold LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'critical' BINARY_SUBSCR LOAD_CONST 'alert' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_CONST ('entity', 'warning_value', 'warning_alert', 'critical_value', 'critical_alert') CALL_FUNCTION STORE_FAST _threshold LOAD_FAST _thresholds LOAD_METHOD append LOAD_FAST _threshold CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST _ports SETUP_LOOP to 392 LOAD_FAST ports GET_ITER FOR_ITER to 390 STORE_FAST port LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Port LOAD_FAST port LOAD_CONST 'protocol' BINARY_SUBSCR LOAD_FAST port LOAD_CONST 'port' BINARY_SUBSCR LOAD_FAST port LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST port LOAD_CONST 'email_notification' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_CONST ('protocol', 'port', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST _port LOAD_FAST _ports LOAD_METHOD append LOAD_FAST _port CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST _processes SETUP_LOOP to 460 LOAD_FAST processes GET_ITER FOR_ITER to 458 STORE_FAST process LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR Process LOAD_FAST process LOAD_CONST 'process' BINARY_SUBSCR LOAD_FAST process LOAD_CONST 'alert_if' BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST process LOAD_CONST 'email_notification' BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_CONST ('process', 'alert_if', 'email_notification') CALL_FUNCTION STORE_FAST _process LOAD_FAST _processes LOAD_METHOD append LOAD_FAST _process CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST True CALL_FUNCTION POP_TOP LOAD_FAST oneandone_conn LOAD_ATTR create_monitoring_policy LOAD_FAST _monitoring_policy LOAD_FAST _thresholds LOAD_FAST _ports LOAD_FAST _processes LOAD_CONST ('monitoring_policy', 'thresholds', 'ports', 'processes') CALL_FUNCTION STORE_FAST monitoring_policy LOAD_FAST wait EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL wait_for_resource_creation_completion LOAD_FAST oneandone_conn LOAD_GLOBAL OneAndOneResources LOAD_ATTR monitoring_policy LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST wait_timeout LOAD_FAST wait_interval CALL_FUNCTION POP_TOP LOAD_FAST monitoring_policy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True JUMP_FORWARD to 528 LOAD_CONST False STORE_FAST changed LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST False CALL_FUNCTION POP_TOP LOAD_FAST changed LOAD_FAST monitoring_policy BUILD_TUPLE RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 586 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 600 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 102 LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'name' CALL_METHOD STORE_FAST mp_id LOAD_GLOBAL get_monitoring_policy LOAD_FAST oneandone_conn LOAD_FAST mp_id CALL_FUNCTION STORE_FAST monitoring_policy_id LOAD_FAST module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_FAST monitoring_policy_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST False CALL_FUNCTION POP_TOP LOAD_GLOBAL _check_mode LOAD_FAST module LOAD_CONST True CALL_FUNCTION POP_TOP LOAD_FAST oneandone_conn LOAD_METHOD delete_monitoring_policy LOAD_FAST monitoring_policy_id CALL_METHOD STORE_FAST monitoring_policy LOAD_FAST monitoring_policy POP_JUMP_IF_FALSE LOAD_CONST True JUMP_FORWARD to 78 LOAD_CONST False STORE_FAST changed LOAD_FAST changed LOAD_FAST monitoring_policy LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST monitoring_policy LOAD_CONST 'name' BINARY_SUBSCR LOAD_CONST ('id', 'name') BUILD_CONST_KEY_MAP BUILD_TUPLE RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 138 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 152 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AnsibleModule LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST True LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'ONEANDONE_AUTH_TOKEN' CALL_METHOD LOAD_CONST ('type', 'no_log', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'ONEANDONE_API_URL' CALL_METHOD LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'dict' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'bool' LOAD_CONST True LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 600 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 5 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'present' LOAD_CONST 'present' LOAD_CONST 'absent' LOAD_CONST 'update' BUILD_LIST LOAD_CONST ('type', 'default', 'choices') CALL_FUNCTION LOAD_CONST ('auth_token', 'api_url', 'name', 'monitoring_policy', 'agent', 'email', 'description', 'thresholds', 'ports', 'processes', 'add_ports', 'update_ports', 'remove_ports', 'add_processes', 'update_processes', 'remove_processes', 'add_servers', 'remove_servers', 'wait', 'wait_timeout', 'wait_interval', 'state') CALL_FUNCTION LOAD_CONST True LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL HAS_ONEANDONE_SDK EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST '1and1 required for this module' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'auth_token' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'auth_token parameter is required.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'api_url' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR OneAndOneService LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'auth_token' CALL_METHOD LOAD_CONST ('api_token',) CALL_FUNCTION STORE_FAST oneandone_conn JUMP_FORWARD to 388 LOAD_GLOBAL oneandone LOAD_ATTR client LOAD_ATTR OneAndOneService LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'auth_token' CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'api_url' CALL_METHOD LOAD_CONST ('api_token', 'api_url') CALL_FUNCTION STORE_FAST oneandone_conn LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'state' CALL_METHOD STORE_FAST state LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'name' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST "'name' parameter is required to delete a monitoring policy." LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP SETUP_EXCEPT to 456 LOAD_GLOBAL remove_monitoring_policy LOAD_FAST module LOAD_FAST oneandone_conn CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST changed STORE_FAST monitoring_policy POP_BLOCK JUMP_FORWARD to 508 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 494 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 508 END_FINALLY JUMP_FORWARD to 748 LOAD_FAST state LOAD_CONST 'update' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'monitoring_policy' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST "'monitoring_policy' parameter is required to update a monitoring policy." LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP SETUP_EXCEPT to 566 LOAD_GLOBAL update_monitoring_policy LOAD_FAST module LOAD_FAST oneandone_conn CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST changed STORE_FAST monitoring_policy POP_BLOCK JUMP_FORWARD to 618 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 604 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 618 END_FINALLY JUMP_FORWARD to 748 LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 676 LOAD_CONST ('name', 'agent', 'email', 'thresholds', 'ports', 'processes') GET_ITER FOR_ITER to 674 STORE_FAST param LOAD_FAST module LOAD_ATTR params LOAD_METHOD get LOAD_FAST param CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST '%s parameter is required for a new monitoring policy.' LOAD_FAST param BINARY_MODULO LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 696 LOAD_GLOBAL create_monitoring_policy LOAD_FAST module LOAD_FAST oneandone_conn CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST changed STORE_FAST monitoring_policy POP_BLOCK JUMP_FORWARD to 748 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 734 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 748 END_FINALLY LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_FAST monitoring_policy LOAD_CONST ('changed', 'monitoring_policy') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type DOCUMENTATION = """ --- module: oneandone_monitoring_policy short_description: Configure 1&1 monitoring policy description: - Create, remove, update monitoring policies (and add/remove ports, processes, and servers). This module has a dependency on 1and1 >= 1.0. extends_documentation_fragment: - community.general.attributes attributes: check_mode: support: full diff_mode: support: none options: state: description: - Define a monitoring policy's state to create, remove, update. type: str required: false default: present choices: [ "present", "absent", "update" ] auth_token: description: - Authenticating API token provided by 1&1. type: str api_url: description: - Custom API URL. Overrides the ONEANDONE_API_URL environment variable. type: str required: false name: description: - Monitoring policy name used with present state. Used as identifier (id or name) when used with absent state. maxLength=128 type: str monitoring_policy: description: - The identifier (id or name) of the monitoring policy used with update state. type: str agent: description: - Set true for using agent. type: str email: description: - User's email. maxLength=128 type: str description: description: - Monitoring policy description. maxLength=256 type: str required: false thresholds: description: - Monitoring policy thresholds. Each of the suboptions have warning and critical, which both have alert and value suboptions. Warning is used to set limits for warning alerts, critical is used to set critical alerts. alert enables alert, and value is used to advise when the value is exceeded. type: list elements: dict default: [] suboptions: cpu: description: - Consumption limits of CPU. required: true ram: description: - Consumption limits of RAM. required: true disk: description: - Consumption limits of hard disk. required: true internal_ping: description: - Response limits of internal ping. required: true transfer: description: - Consumption limits for transfer. required: true ports: description: - Array of ports that will be monitoring. type: list elements: dict default: [] suboptions: protocol: description: - Internet protocol. choices: [ "TCP", "UDP" ] required: true port: description: - Port number. minimum=1, maximum=65535 required: true alert_if: description: - Case of alert. choices: [ "RESPONDING", "NOT_RESPONDING" ] required: true email_notification: description: - Set true for sending e-mail notifications. required: true processes: description: - Array of processes that will be monitoring. type: list elements: dict default: [] suboptions: process: description: - Name of the process. maxLength=50 required: true alert_if: description: - Case of alert. choices: [ "RUNNING", "NOT_RUNNING" ] required: true add_ports: description: - Ports to add to the monitoring policy. type: list elements: dict required: false default: [] add_processes: description: - Processes to add to the monitoring policy. type: list elements: dict required: false default: [] add_servers: description: - Servers to add to the monitoring policy. type: list elements: str required: false default: [] remove_ports: description: - Ports to remove from the monitoring policy. type: list elements: str required: false default: [] remove_processes: description: - Processes to remove from the monitoring policy. type: list elements: str required: false default: [] remove_servers: description: - Servers to remove from the monitoring policy. type: list elements: str required: false default: [] update_ports: description: - Ports to be updated on the monitoring policy. type: list elements: dict required: false default: [] update_processes: description: - Processes to be updated on the monitoring policy. type: list elements: dict required: false default: [] wait: description: - wait for the instance to be in state 'running' before returning required: false default: true type: bool wait_timeout: description: - how long before wait gives up, in seconds type: int default: 600 wait_interval: description: - Defines the number of seconds to wait when using the _wait_for methods type: int default: 5 requirements: - "1and1" author: - "Amel Ajdinovic (@aajdinov)" - "Ethan Devenport (@edevenport)" """ EXAMPLES = """ - name: Create a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key name: ansible monitoring policy description: Testing creation of a monitoring policy with ansible email: [email protected] agent: true thresholds: - cpu: warning: value: 80 alert: false critical: value: 92 alert: false - ram: warning: value: 80 alert: false critical: value: 90 alert: false - disk: warning: value: 80 alert: false critical: value: 90 alert: false - internal_ping: warning: value: 50 alert: false critical: value: 100 alert: false - transfer: warning: value: 1000 alert: false critical: value: 2000 alert: false ports: - protocol: TCP port: 22 alert_if: RESPONDING email_notification: false processes: - process: test alert_if: NOT_RUNNING email_notification: false wait: true - name: Destroy a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key state: absent name: ansible monitoring policy - name: Update a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy name: ansible monitoring policy updated description: Testing creation of a monitoring policy with ansible updated email: [email protected] thresholds: - cpu: warning: value: 70 alert: false critical: value: 90 alert: false - ram: warning: value: 70 alert: false critical: value: 80 alert: false - disk: warning: value: 70 alert: false critical: value: 80 alert: false - internal_ping: warning: value: 60 alert: false critical: value: 90 alert: false - transfer: warning: value: 900 alert: false critical: value: 1900 alert: false wait: true state: update - name: Add a port to a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated add_ports: - protocol: TCP port: 33 alert_if: RESPONDING email_notification: false wait: true state: update - name: Update existing ports of a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated update_ports: - id: existing_port_id protocol: TCP port: 34 alert_if: RESPONDING email_notification: false - id: existing_port_id protocol: TCP port: 23 alert_if: RESPONDING email_notification: false wait: true state: update - name: Remove a port from a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated remove_ports: - port_id state: update - name: Add a process to a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated add_processes: - process: test_2 alert_if: NOT_RUNNING email_notification: false wait: true state: update - name: Update existing processes of a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated update_processes: - id: process_id process: test_1 alert_if: NOT_RUNNING email_notification: false - id: process_id process: test_3 alert_if: NOT_RUNNING email_notification: false wait: true state: update - name: Remove a process from a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated remove_processes: - process_id wait: true state: update - name: Add server to a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated add_servers: - server id or name wait: true state: update - name: Remove server from a monitoring policy community.general.oneandone_monitoring_policy: auth_token: oneandone_private_api_key monitoring_policy: ansible monitoring policy updated remove_servers: - server01 wait: true state: update """ RETURN = """ monitoring_policy: description: Information about the monitoring policy that was processed type: dict sample: '{"id": "92B74394A397ECC3359825C1656D67A6", "name": "Default Policy"}' returned: always """ import os from ansible.module_utils.basic import AnsibleModule from ansible_collections.community.general.plugins.module_utils.oneandone import ( get_monitoring_policy, get_server, OneAndOneResources, wait_for_resource_creation_completion, ) HAS_ONEANDONE_SDK = True try: import oneandone.client except ImportError: HAS_ONEANDONE_SDK = False def _check_mode(module, result): if module.check_mode: module.exit_json(changed=result) def _add_ports(module, oneandone_conn, monitoring_policy_id, ports): """ Adds new ports to a monitoring policy. """ try: monitoring_policy_ports = [] for _port in ports: monitoring_policy_port = oneandone.client.Port( protocol=_port["protocol"], port=_port["port"], alert_if=_port["alert_if"], email_notification=_port["email_notification"], ) monitoring_policy_ports.append(monitoring_policy_port) if module.check_mode: if monitoring_policy_ports: return True return False monitoring_policy = oneandone_conn.add_port( monitoring_policy_id=monitoring_policy_id, ports=monitoring_policy_ports ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _delete_monitoring_policy_port( module, oneandone_conn, monitoring_policy_id, port_id ): """ Removes a port from a monitoring policy. """ try: if module.check_mode: monitoring_policy = oneandone_conn.delete_monitoring_policy_port( monitoring_policy_id=monitoring_policy_id, port_id=port_id ) if monitoring_policy: return True return False monitoring_policy = oneandone_conn.delete_monitoring_policy_port( monitoring_policy_id=monitoring_policy_id, port_id=port_id ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _modify_port(module, oneandone_conn, monitoring_policy_id, port_id, port): """ Modifies a monitoring policy port. """ try: if module.check_mode: cm_port = oneandone_conn.get_monitoring_policy_port( monitoring_policy_id=monitoring_policy_id, port_id=port_id ) if cm_port: return True return False monitoring_policy_port = oneandone.client.Port( protocol=port["protocol"], port=port["port"], alert_if=port["alert_if"], email_notification=port["email_notification"], ) monitoring_policy = oneandone_conn.modify_port( monitoring_policy_id=monitoring_policy_id, port_id=port_id, port=monitoring_policy_port, ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _add_processes(module, oneandone_conn, monitoring_policy_id, processes): """ Adds new processes to a monitoring policy. """ try: monitoring_policy_processes = [] for _process in processes: monitoring_policy_process = oneandone.client.Process( process=_process["process"], alert_if=_process["alert_if"], email_notification=_process["email_notification"], ) monitoring_policy_processes.append(monitoring_policy_process) if module.check_mode: mp_id = get_monitoring_policy(oneandone_conn, monitoring_policy_id) if monitoring_policy_processes and mp_id: return True return False monitoring_policy = oneandone_conn.add_process( monitoring_policy_id=monitoring_policy_id, processes=monitoring_policy_processes, ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _delete_monitoring_policy_process( module, oneandone_conn, monitoring_policy_id, process_id ): """ Removes a process from a monitoring policy. """ try: if module.check_mode: process = oneandone_conn.get_monitoring_policy_process( monitoring_policy_id=monitoring_policy_id, process_id=process_id ) if process: return True return False monitoring_policy = oneandone_conn.delete_monitoring_policy_process( monitoring_policy_id=monitoring_policy_id, process_id=process_id ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _modify_process(module, oneandone_conn, monitoring_policy_id, process_id, process): """ Modifies a monitoring policy process. """ try: if module.check_mode: cm_process = oneandone_conn.get_monitoring_policy_process( monitoring_policy_id=monitoring_policy_id, process_id=process_id ) if cm_process: return True return False monitoring_policy_process = oneandone.client.Process( process=process["process"], alert_if=process["alert_if"], email_notification=process["email_notification"], ) monitoring_policy = oneandone_conn.modify_process( monitoring_policy_id=monitoring_policy_id, process_id=process_id, process=monitoring_policy_process, ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _attach_monitoring_policy_server( module, oneandone_conn, monitoring_policy_id, servers ): """ Attaches servers to a monitoring policy. """ try: attach_servers = [] for _server_id in servers: server_id = get_server(oneandone_conn, _server_id) attach_server = oneandone.client.AttachServer(server_id=server_id) attach_servers.append(attach_server) if module.check_mode: if attach_servers: return True return False monitoring_policy = oneandone_conn.attach_monitoring_policy_server( monitoring_policy_id=monitoring_policy_id, servers=attach_servers ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def _detach_monitoring_policy_server( module, oneandone_conn, monitoring_policy_id, server_id ): """ Detaches a server from a monitoring policy. """ try: if module.check_mode: mp_server = oneandone_conn.get_monitoring_policy_server( monitoring_policy_id=monitoring_policy_id, server_id=server_id ) if mp_server: return True return False monitoring_policy = oneandone_conn.detach_monitoring_policy_server( monitoring_policy_id=monitoring_policy_id, server_id=server_id ) return monitoring_policy except Exception as ex: module.fail_json(msg=str(ex)) def update_monitoring_policy(module, oneandone_conn): """ Updates a monitoring_policy based on input arguments. Monitoring policy ports, processes and servers can be added/removed to/from a monitoring policy. Monitoring policy name, description, email, thresholds for cpu, ram, disk, transfer and internal_ping can be updated as well. module : AnsibleModule object oneandone_conn: authenticated oneandone object """ try: monitoring_policy_id = module.params.get("monitoring_policy") name = module.params.get("name") description = module.params.get("description") email = module.params.get("email") thresholds = module.params.get("thresholds") add_ports = module.params.get("add_ports") update_ports = module.params.get("update_ports") remove_ports = module.params.get("remove_ports") add_processes = module.params.get("add_processes") update_processes = module.params.get("update_processes") remove_processes = module.params.get("remove_processes") add_servers = module.params.get("add_servers") remove_servers = module.params.get("remove_servers") changed = False monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy_id, True ) if monitoring_policy is None: _check_mode(module, False) _monitoring_policy = oneandone.client.MonitoringPolicy( name=name, description=description, email=email ) _thresholds = None if thresholds: threshold_entities = ["cpu", "ram", "disk", "internal_ping", "transfer"] _thresholds = [] for threshold in thresholds: key = list(threshold.keys())[0] if key in threshold_entities: _threshold = oneandone.client.Threshold( entity=key, warning_value=threshold[key]["warning"]["value"], warning_alert=str(threshold[key]["warning"]["alert"]).lower(), critical_value=threshold[key]["critical"]["value"], critical_alert=str(threshold[key]["critical"]["alert"]).lower(), ) _thresholds.append(_threshold) if name or description or email or thresholds: _check_mode(module, True) monitoring_policy = oneandone_conn.modify_monitoring_policy( monitoring_policy_id=monitoring_policy["id"], monitoring_policy=_monitoring_policy, thresholds=_thresholds, ) changed = True if add_ports: if module.check_mode: _check_mode( module, _add_ports( module, oneandone_conn, monitoring_policy["id"], add_ports ), ) monitoring_policy = _add_ports( module, oneandone_conn, monitoring_policy["id"], add_ports ) changed = True if update_ports: chk_changed = False for update_port in update_ports: if module.check_mode: chk_changed |= _modify_port( module, oneandone_conn, monitoring_policy["id"], update_port["id"], update_port, ) _modify_port( module, oneandone_conn, monitoring_policy["id"], update_port["id"], update_port, ) monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy["id"], True ) changed = True if remove_ports: chk_changed = False for port_id in remove_ports: if module.check_mode: chk_changed |= _delete_monitoring_policy_port( module, oneandone_conn, monitoring_policy["id"], port_id ) _delete_monitoring_policy_port( module, oneandone_conn, monitoring_policy["id"], port_id ) _check_mode(module, chk_changed) monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy["id"], True ) changed = True if add_processes: monitoring_policy = _add_processes( module, oneandone_conn, monitoring_policy["id"], add_processes ) _check_mode(module, monitoring_policy) changed = True if update_processes: chk_changed = False for update_process in update_processes: if module.check_mode: chk_changed |= _modify_process( module, oneandone_conn, monitoring_policy["id"], update_process["id"], update_process, ) _modify_process( module, oneandone_conn, monitoring_policy["id"], update_process["id"], update_process, ) _check_mode(module, chk_changed) monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy["id"], True ) changed = True if remove_processes: chk_changed = False for process_id in remove_processes: if module.check_mode: chk_changed |= _delete_monitoring_policy_process( module, oneandone_conn, monitoring_policy["id"], process_id ) _delete_monitoring_policy_process( module, oneandone_conn, monitoring_policy["id"], process_id ) _check_mode(module, chk_changed) monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy["id"], True ) changed = True if add_servers: monitoring_policy = _attach_monitoring_policy_server( module, oneandone_conn, monitoring_policy["id"], add_servers ) _check_mode(module, monitoring_policy) changed = True if remove_servers: chk_changed = False for _server_id in remove_servers: server_id = get_server(oneandone_conn, _server_id) if module.check_mode: chk_changed |= _detach_monitoring_policy_server( module, oneandone_conn, monitoring_policy["id"], server_id ) _detach_monitoring_policy_server( module, oneandone_conn, monitoring_policy["id"], server_id ) _check_mode(module, chk_changed) monitoring_policy = get_monitoring_policy( oneandone_conn, monitoring_policy["id"], True ) changed = True return (changed, monitoring_policy) except Exception as ex: module.fail_json(msg=str(ex)) def create_monitoring_policy(module, oneandone_conn): """ Creates a new monitoring policy. module : AnsibleModule object oneandone_conn: authenticated oneandone object """ try: name = module.params.get("name") description = module.params.get("description") email = module.params.get("email") agent = module.params.get("agent") thresholds = module.params.get("thresholds") ports = module.params.get("ports") processes = module.params.get("processes") wait = module.params.get("wait") wait_timeout = module.params.get("wait_timeout") wait_interval = module.params.get("wait_interval") _monitoring_policy = oneandone.client.MonitoringPolicy( name, description, email, agent, ) _monitoring_policy.specs["agent"] = str( _monitoring_policy.specs["agent"] ).lower() threshold_entities = ["cpu", "ram", "disk", "internal_ping", "transfer"] _thresholds = [] for threshold in thresholds: key = list(threshold.keys())[0] if key in threshold_entities: _threshold = oneandone.client.Threshold( entity=key, warning_value=threshold[key]["warning"]["value"], warning_alert=str(threshold[key]["warning"]["alert"]).lower(), critical_value=threshold[key]["critical"]["value"], critical_alert=str(threshold[key]["critical"]["alert"]).lower(), ) _thresholds.append(_threshold) _ports = [] for port in ports: _port = oneandone.client.Port( protocol=port["protocol"], port=port["port"], alert_if=port["alert_if"], email_notification=str(port["email_notification"]).lower(), ) _ports.append(_port) _processes = [] for process in processes: _process = oneandone.client.Process( process=process["process"], alert_if=process["alert_if"], email_notification=str(process["email_notification"]).lower(), ) _processes.append(_process) _check_mode(module, True) monitoring_policy = oneandone_conn.create_monitoring_policy( monitoring_policy=_monitoring_policy, thresholds=_thresholds, ports=_ports, processes=_processes, ) if wait: wait_for_resource_creation_completion( oneandone_conn, OneAndOneResources.monitoring_policy, monitoring_policy["id"], wait_timeout, wait_interval, ) changed = True if monitoring_policy else False _check_mode(module, False) return (changed, monitoring_policy) except Exception as ex: module.fail_json(msg=str(ex)) def remove_monitoring_policy(module, oneandone_conn): """ Removes a monitoring policy. module : AnsibleModule object oneandone_conn: authenticated oneandone object """ try: mp_id = module.params.get("name") monitoring_policy_id = get_monitoring_policy(oneandone_conn, mp_id) if module.check_mode: if monitoring_policy_id is None: _check_mode(module, False) _check_mode(module, True) monitoring_policy = oneandone_conn.delete_monitoring_policy( monitoring_policy_id ) changed = True if monitoring_policy else False return ( changed, {"id": monitoring_policy["id"], "name": monitoring_policy["name"]}, ) except Exception as ex: module.fail_json(msg=str(ex)) def main(): module = AnsibleModule( argument_spec=dict( auth_token=dict( type="str", no_log=True, default=os.environ.get("ONEANDONE_AUTH_TOKEN") ), api_url=dict(type="str", default=os.environ.get("ONEANDONE_API_URL")), name=dict(type="str"), monitoring_policy=dict(type="str"), agent=dict(type="str"), email=dict(type="str"), description=dict(type="str"), thresholds=dict(type="list", elements="dict", default=[]), ports=dict(type="list", elements="dict", default=[]), processes=dict(type="list", elements="dict", default=[]), add_ports=dict(type="list", elements="dict", default=[]), update_ports=dict(type="list", elements="dict", default=[]), remove_ports=dict(type="list", elements="str", default=[]), add_processes=dict(type="list", elements="dict", default=[]), update_processes=dict(type="list", elements="dict", default=[]), remove_processes=dict(type="list", elements="str", default=[]), add_servers=dict(type="list", elements="str", default=[]), remove_servers=dict(type="list", elements="str", default=[]), wait=dict(type="bool", default=True), wait_timeout=dict(type="int", default=600), wait_interval=dict(type="int", default=5), state=dict( type="str", default="present", choices=["present", "absent", "update"] ), ), supports_check_mode=True, ) if not HAS_ONEANDONE_SDK: module.fail_json(msg="1and1 required for this module") if not module.params.get("auth_token"): module.fail_json(msg="auth_token parameter is required.") if not module.params.get("api_url"): oneandone_conn = oneandone.client.OneAndOneService( api_token=module.params.get("auth_token") ) else: oneandone_conn = oneandone.client.OneAndOneService( api_token=module.params.get("auth_token"), api_url=module.params.get("api_url"), ) state = module.params.get("state") if state == "absent": if not module.params.get("name"): module.fail_json( msg="'name' parameter is required to delete a monitoring policy." ) try: (changed, monitoring_policy) = remove_monitoring_policy( module, oneandone_conn ) except Exception as ex: module.fail_json(msg=str(ex)) elif state == "update": if not module.params.get("monitoring_policy"): module.fail_json( msg="'monitoring_policy' parameter is required to update a monitoring policy." ) try: (changed, monitoring_policy) = update_monitoring_policy( module, oneandone_conn ) except Exception as ex: module.fail_json(msg=str(ex)) elif state == "present": for param in ("name", "agent", "email", "thresholds", "ports", "processes"): if not module.params.get(param): module.fail_json( msg="%s parameter is required for a new monitoring policy." % param ) try: (changed, monitoring_policy) = create_monitoring_policy( module, oneandone_conn ) except Exception as ex: module.fail_json(msg=str(ex)) module.exit_json(changed=changed, monitoring_policy=monitoring_policy) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/community/general/plugins/modules/oneandone_monitoring_policy.py
12,151
9,025
275,873
LOAD_CONST 0 LOAD_CONST ('JsonlFormat',) IMPORT_NAME airbyte_cdk.sources.file_based.config.jsonl_format IMPORT_FROM JsonlFormat STORE_NAME JsonlFormat POP_TOP LOAD_CONST 0 LOAD_CONST ('FileBasedSourceError',) IMPORT_NAME airbyte_cdk.sources.file_based.exceptions IMPORT_FROM FileBasedSourceError STORE_NAME FileBasedSourceError POP_TOP LOAD_CONST 0 LOAD_CONST ('AirbyteTracedException',) IMPORT_NAME airbyte_cdk.utils.traced_exception IMPORT_FROM AirbyteTracedException STORE_NAME AirbyteTracedException POP_TOP LOAD_CONST 0 LOAD_CONST ('LowInferenceBytesJsonlParser', 'LowInferenceLimitDiscoveryPolicy') IMPORT_NAME unit_tests.sources.file_based.helpers IMPORT_FROM LowInferenceBytesJsonlParser STORE_NAME LowInferenceBytesJsonlParser IMPORT_FROM LowInferenceLimitDiscoveryPolicy STORE_NAME LowInferenceLimitDiscoveryPolicy POP_TOP LOAD_CONST 0 LOAD_CONST ('FileBasedSourceBuilder',) IMPORT_NAME unit_tests.sources.file_based.scenarios.file_based_source_builder IMPORT_FROM FileBasedSourceBuilder STORE_NAME FileBasedSourceBuilder POP_TOP LOAD_CONST 0 LOAD_CONST ('TestScenarioBuilder',) IMPORT_NAME unit_tests.sources.file_based.scenarios.scenario_builder IMPORT_FROM TestScenarioBuilder STORE_NAME TestScenarioBuilder POP_TOP LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'single_jsonl_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'a.jsonl' LOAD_CONST 'val11' LOAD_CONST 'val12' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 'val21' LOAD_CONST 'val22' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP BUILD_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 'val11' LOAD_CONST 'val12' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21' LOAD_CONST 'val22' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME single_jsonl_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'multi_jsonl_with_different_keys_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST 'val13b' LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val23b' LOAD_CONST ('col1', 'col3') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST 'val13b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col2', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val23b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME multi_jsonl_with_different_keys_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'multi_jsonl_stream_n_file_exceeds_limit_for_inference' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST 'val13b' LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val23b' LOAD_CONST ('col1', 'col3') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD LOAD_METHOD set_discovery_policy LOAD_NAME LowInferenceLimitDiscoveryPolicy CALL_FUNCTION CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST 'val13b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col2', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val23b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME multi_jsonl_stream_n_file_exceeds_limit_for_inference LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'multi_jsonl_stream_n_bytes_exceeds_limit_for_inference' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val22b' LOAD_CONST 'val23b' LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD LOAD_METHOD set_parsers LOAD_NAME JsonlFormat LOAD_NAME LowInferenceBytesJsonlParser CALL_FUNCTION BUILD_MAP CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 'val11a' LOAD_CONST 'val12a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21a' LOAD_CONST 'val22a' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val11b' LOAD_CONST 'val12b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 'val21b' LOAD_CONST 'val22b' LOAD_CONST 'val23b' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col1', 'col2', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME multi_jsonl_stream_n_bytes_exceeds_limit_for_inference LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'invalid_jsonl_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'a.jsonl' LOAD_CONST 'col1' LOAD_CONST 'val1' BUILD_MAP LOAD_CONST 'invalid' BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP BUILD_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records BUILD_LIST CALL_METHOD LOAD_METHOD set_expected_discover_error LOAD_NAME AirbyteTracedException LOAD_NAME FileBasedSourceError LOAD_ATTR SCHEMA_INFERENCE_ERROR LOAD_ATTR value CALL_METHOD LOAD_METHOD set_expected_read_error LOAD_NAME AirbyteTracedException LOAD_CONST 'Please check the logged errors for more information.' CALL_METHOD LOAD_METHOD set_expected_logs LOAD_CONST 'read' LOAD_CONST 'ERROR' LOAD_NAME FileBasedSourceError LOAD_ATTR ERROR_PARSING_RECORD LOAD_ATTR value FORMAT_VALUE LOAD_CONST ' stream=stream1 file=a.jsonl line_no=2 n_skipped=0' BUILD_STRING LOAD_CONST ('level', 'message') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME invalid_jsonl_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'jsonl_multi_stream_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*.jsonl' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST 'b.jsonl' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 'col3' LOAD_CONST 1.1 BUILD_MAP LOAD_CONST 'col3' LOAD_CONST 2.2 BUILD_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'integer' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'string' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'number' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', 'col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST True LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST ('json_schema', 'name', 'supported_sync_modes', 'source_defined_cursor', 'default_cursor_field') BUILD_CONST_KEY_MAP LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'number' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST True LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('json_schema', 'name', 'source_defined_cursor', 'default_cursor_field', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 1.1 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2.2 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 1.1 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2.2 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME jsonl_multi_stream_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'schemaless_jsonl_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Skip Record' LOAD_CONST True LOAD_CONST ('name', 'format', 'globs', 'validation_policy', 'schemaless') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 3 LOAD_CONST 'record3' LOAD_CONST 1.1 LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP LOAD_CONST 4 LOAD_CONST 'record4' LOAD_CONST 1.1 LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'object' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 3 LOAD_CONST 'record3' LOAD_CONST 1.1 LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 4 LOAD_CONST 'record4' LOAD_CONST 1.1 LOAD_CONST ('col1', 'col2', 'col3') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME schemaless_jsonl_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'schemaless_jsonl_multi_stream_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST 'a.jsonl' BUILD_LIST LOAD_CONST 'Skip Record' LOAD_CONST True LOAD_CONST ('name', 'format', 'globs', 'validation_policy', 'schemaless') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST 'b.jsonl' BUILD_LIST LOAD_CONST 'Skip Record' LOAD_CONST ('name', 'format', 'globs', 'validation_policy') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST 'col3' LOAD_CONST 1.1 BUILD_MAP LOAD_CONST 'col3' LOAD_CONST 2.2 BUILD_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP LOAD_CONST ('a.jsonl', 'b.jsonl') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'object' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST True LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST ('json_schema', 'name', 'supported_sync_modes', 'source_defined_cursor', 'default_cursor_field') BUILD_CONST_KEY_MAP LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'null' LOAD_CONST 'number' BUILD_LIST BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST True LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('json_schema', 'name', 'source_defined_cursor', 'default_cursor_field', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 1 LOAD_CONST 'record1' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'record2' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('data', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 1.1 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2.2 LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'b.jsonl' LOAD_CONST ('col3', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream2' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME schemaless_jsonl_multi_stream_scenario LOAD_NAME TestScenarioBuilder CALL_FUNCTION LOAD_METHOD set_name LOAD_CONST 'jsonl_user_input_schema_scenario' CALL_METHOD LOAD_METHOD set_config LOAD_CONST 'streams' LOAD_CONST 'stream1' LOAD_CONST 'filetype' LOAD_CONST 'jsonl' BUILD_MAP LOAD_CONST '*' BUILD_LIST LOAD_CONST 'Emit Record' LOAD_CONST '{"col1": "integer", "col2": "string"}' LOAD_CONST ('name', 'format', 'globs', 'validation_policy', 'input_schema') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_source_builder LOAD_NAME FileBasedSourceBuilder CALL_FUNCTION LOAD_METHOD set_files LOAD_CONST 'a.jsonl' LOAD_CONST 1 LOAD_CONST 'val12' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'val22' LOAD_CONST ('col1', 'col2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '2023-06-05T03:54:07.000Z' LOAD_CONST ('contents', 'last_modified') BUILD_CONST_KEY_MAP BUILD_MAP CALL_METHOD LOAD_METHOD set_file_type LOAD_CONST 'jsonl' CALL_METHOD CALL_METHOD LOAD_METHOD set_expected_catalog LOAD_CONST 'streams' LOAD_CONST '_ab_source_file_last_modified' BUILD_LIST LOAD_CONST 'object' LOAD_CONST 'type' LOAD_CONST 'integer' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST 'type' LOAD_CONST 'string' BUILD_MAP LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'properties') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST True LOAD_CONST 'full_refresh' LOAD_CONST 'incremental' BUILD_LIST LOAD_CONST ('default_cursor_field', 'json_schema', 'name', 'source_defined_cursor', 'supported_sync_modes') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD set_expected_records LOAD_CONST 1 LOAD_CONST 'val12' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP LOAD_CONST 2 LOAD_CONST 'val22' LOAD_CONST '2023-06-05T03:54:07.000000Z' LOAD_CONST 'a.jsonl' LOAD_CONST ('col1', 'col2', '_ab_source_file_last_modified', '_ab_source_file_url') BUILD_CONST_KEY_MAP LOAD_CONST 'stream1' LOAD_CONST ('data', 'stream') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_METHOD build CALL_METHOD STORE_NAME jsonl_user_input_schema_scenario LOAD_CONST None RETURN_VALUE
from airbyte_cdk.sources.file_based.config.jsonl_format import JsonlFormat from airbyte_cdk.sources.file_based.exceptions import FileBasedSourceError from airbyte_cdk.utils.traced_exception import AirbyteTracedException from unit_tests.sources.file_based.helpers import ( LowInferenceBytesJsonlParser, LowInferenceLimitDiscoveryPolicy, ) from unit_tests.sources.file_based.scenarios.file_based_source_builder import ( FileBasedSourceBuilder, ) from unit_tests.sources.file_based.scenarios.scenario_builder import TestScenarioBuilder single_jsonl_scenario = ( TestScenarioBuilder() .set_name("single_jsonl_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": "val11", "col2": "val12"}, {"col1": "val21", "col2": "val22"}, ], "last_modified": "2023-06-05T03:54:07.000Z", } } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": { "type": ["null", "string"], }, "col2": { "type": ["null", "string"], }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "col1": "val11", "col2": "val12", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21", "col2": "val22", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, ] ) ).build() multi_jsonl_with_different_keys_scenario = ( TestScenarioBuilder() .set_name("multi_jsonl_with_different_keys_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": "val11a", "col2": "val12a"}, {"col1": "val21a", "col2": "val22a"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col1": "val11b", "col2": "val12b", "col3": "val13b"}, {"col1": "val21b", "col3": "val23b"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": { "type": ["null", "string"], }, "col2": { "type": ["null", "string"], }, "col3": { "type": ["null", "string"], }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "col1": "val11a", "col2": "val12a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21a", "col2": "val22a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val11b", "col2": "val12b", "col3": "val13b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21b", "col3": "val23b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, ] ) ).build() multi_jsonl_stream_n_file_exceeds_limit_for_inference = ( TestScenarioBuilder() .set_name("multi_jsonl_stream_n_file_exceeds_limit_for_inference") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": "val11a", "col2": "val12a"}, {"col1": "val21a", "col2": "val22a"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col1": "val11b", "col2": "val12b", "col3": "val13b"}, {"col1": "val21b", "col3": "val23b"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") .set_discovery_policy(LowInferenceLimitDiscoveryPolicy()) ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": { "type": ["null", "string"], }, "col2": { "type": ["null", "string"], }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "col1": "val11a", "col2": "val12a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21a", "col2": "val22a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val11b", "col2": "val12b", "col3": "val13b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21b", "col3": "val23b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, ] ) ).build() multi_jsonl_stream_n_bytes_exceeds_limit_for_inference = ( TestScenarioBuilder() .set_name("multi_jsonl_stream_n_bytes_exceeds_limit_for_inference") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": "val11a", "col2": "val12a"}, {"col1": "val21a", "col2": "val22a"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col1": "val11b", "col2": "val12b"}, {"col1": "val21b", "col2": "val22b", "col3": "val23b"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") .set_parsers({JsonlFormat: LowInferenceBytesJsonlParser()}) ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": { "type": ["null", "string"], }, "col2": { "type": ["null", "string"], }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "col1": "val11a", "col2": "val12a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21a", "col2": "val22a", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val11b", "col2": "val12b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "col1": "val21b", "col2": "val22b", "col3": "val23b", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, ] ) ).build() invalid_jsonl_scenario = ( TestScenarioBuilder() .set_name("invalid_jsonl_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": "val1"}, "invalid", ], "last_modified": "2023-06-05T03:54:07.000Z", } } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": { "type": ["null", "string"], }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records([]) .set_expected_discover_error( AirbyteTracedException, FileBasedSourceError.SCHEMA_INFERENCE_ERROR.value ) .set_expected_read_error( AirbyteTracedException, "Please check the logged errors for more information." ) .set_expected_logs( { "read": [ { "level": "ERROR", "message": f"{FileBasedSourceError.ERROR_PARSING_RECORD.value} stream=stream1 file=a.jsonl line_no=2 n_skipped=0", }, ] } ) ).build() jsonl_multi_stream_scenario = ( TestScenarioBuilder() .set_name("jsonl_multi_stream_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*.jsonl"], "validation_policy": "Emit Record", }, { "name": "stream2", "format": {"filetype": "jsonl"}, "globs": ["b.jsonl"], "validation_policy": "Emit Record", }, ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": 1, "col2": "record1"}, {"col1": 2, "col2": "record2"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col3": 1.1}, {"col3": 2.2}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "json_schema": { "type": "object", "properties": { "col1": {"type": ["null", "integer"]}, "col2": { "type": ["null", "string"], }, "col3": {"type": ["null", "number"]}, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "supported_sync_modes": ["full_refresh", "incremental"], "source_defined_cursor": True, "default_cursor_field": ["_ab_source_file_last_modified"], }, { "json_schema": { "type": "object", "properties": { "col3": {"type": ["null", "number"]}, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream2", "source_defined_cursor": True, "default_cursor_field": ["_ab_source_file_last_modified"], "supported_sync_modes": ["full_refresh", "incremental"], }, ] } ) .set_expected_records( [ { "data": { "col1": 1, "col2": "record1", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": 2, "col2": "record2", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col3": 1.1, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "col3": 2.2, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "col3": 1.1, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream2", }, { "data": { "col3": 2.2, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream2", }, ] ) ).build() schemaless_jsonl_scenario = ( TestScenarioBuilder() .set_name("schemaless_jsonl_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Skip Record", "schemaless": True, } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": 1, "col2": "record1"}, {"col1": 2, "col2": "record2"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col1": 3, "col2": "record3", "col3": 1.1}, {"col1": 4, "col2": "record4", "col3": 1.1}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "data": {"type": "object"}, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "data": {"col1": 1, "col2": "record1"}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "data": {"col1": 2, "col2": "record2"}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "data": {"col1": 3, "col2": "record3", "col3": 1.1}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, { "data": { "data": {"col1": 4, "col2": "record4", "col3": 1.1}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream1", }, ] ) ).build() schemaless_jsonl_multi_stream_scenario = ( TestScenarioBuilder() .set_name("schemaless_jsonl_multi_stream_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["a.jsonl"], "validation_policy": "Skip Record", "schemaless": True, }, { "name": "stream2", "format": {"filetype": "jsonl"}, "globs": ["b.jsonl"], "validation_policy": "Skip Record", }, ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": 1, "col2": "record1"}, {"col1": 2, "col2": "record2"}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, "b.jsonl": { "contents": [ {"col3": 1.1}, {"col3": 2.2}, ], "last_modified": "2023-06-05T03:54:07.000Z", }, } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "json_schema": { "type": "object", "properties": { "data": {"type": "object"}, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "supported_sync_modes": ["full_refresh", "incremental"], "source_defined_cursor": True, "default_cursor_field": ["_ab_source_file_last_modified"], }, { "json_schema": { "type": "object", "properties": { "col3": {"type": ["null", "number"]}, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream2", "source_defined_cursor": True, "default_cursor_field": ["_ab_source_file_last_modified"], "supported_sync_modes": ["full_refresh", "incremental"], }, ] } ) .set_expected_records( [ { "data": { "data": {"col1": 1, "col2": "record1"}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "data": {"col1": 2, "col2": "record2"}, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col3": 1.1, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream2", }, { "data": { "col3": 2.2, "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "b.jsonl", }, "stream": "stream2", }, ] ) ).build() jsonl_user_input_schema_scenario = ( TestScenarioBuilder() .set_name("jsonl_user_input_schema_scenario") .set_config( { "streams": [ { "name": "stream1", "format": {"filetype": "jsonl"}, "globs": ["*"], "validation_policy": "Emit Record", "input_schema": '{"col1": "integer", "col2": "string"}', } ] } ) .set_source_builder( FileBasedSourceBuilder() .set_files( { "a.jsonl": { "contents": [ {"col1": 1, "col2": "val12"}, {"col1": 2, "col2": "val22"}, ], "last_modified": "2023-06-05T03:54:07.000Z", } } ) .set_file_type("jsonl") ) .set_expected_catalog( { "streams": [ { "default_cursor_field": ["_ab_source_file_last_modified"], "json_schema": { "type": "object", "properties": { "col1": {"type": "integer"}, "col2": { "type": "string", }, "_ab_source_file_last_modified": { "type": "string", }, "_ab_source_file_url": { "type": "string", }, }, }, "name": "stream1", "source_defined_cursor": True, "supported_sync_modes": ["full_refresh", "incremental"], } ] } ) .set_expected_records( [ { "data": { "col1": 1, "col2": "val12", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, { "data": { "col1": 2, "col2": "val22", "_ab_source_file_last_modified": "2023-06-05T03:54:07.000000Z", "_ab_source_file_url": "a.jsonl", }, "stream": "stream1", }, ] ) ).build()
data/airbyte-cdk-0.64.0/unit_tests/sources/file_based/scenarios/jsonl_scenarios.py
9,344
9,025
51,702
LOAD_CONST '\n This code was generated by\n ___ _ _ _ _ _ _ ____ ____ ____ _ ____ ____ _ _ ____ ____ ____ ___ __ __\n | | | | | | | | | __ | | |__| | __ | __ |___ |\\ | |___ |__/ |__| | | | |__/\n | |_|_| | |___ | |__| |__| | | | |__] |___ | \\| |___ | \\ | | | |__| | \\\n\n Twilio - Chat\n This is the public Twilio REST API.\n\n NOTE: This class is auto generated by OpenAPI Generator.\n https://openapi-generator.tech\n Do not edit the class manually.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'List', 'Optional', 'Union', 'Iterator', 'AsyncIterator') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union IMPORT_FROM Iterator STORE_NAME Iterator IMPORT_FROM AsyncIterator STORE_NAME AsyncIterator POP_TOP LOAD_CONST 0 LOAD_CONST ('deserialize', 'serialize', 'values') IMPORT_NAME twilio.base IMPORT_FROM deserialize STORE_NAME deserialize IMPORT_FROM serialize STORE_NAME serialize IMPORT_FROM values STORE_NAME values POP_TOP LOAD_CONST 0 LOAD_CONST ('InstanceContext',) IMPORT_NAME twilio.base.instance_context IMPORT_FROM InstanceContext STORE_NAME InstanceContext POP_TOP LOAD_CONST 0 LOAD_CONST ('InstanceResource',) IMPORT_NAME twilio.base.instance_resource IMPORT_FROM InstanceResource STORE_NAME InstanceResource POP_TOP LOAD_CONST 0 LOAD_CONST ('ListResource',) IMPORT_NAME twilio.base.list_resource IMPORT_FROM ListResource STORE_NAME ListResource POP_TOP LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME twilio.base.version IMPORT_FROM Version STORE_NAME Version POP_TOP LOAD_CONST 0 LOAD_CONST ('Page',) IMPORT_NAME twilio.base.page IMPORT_FROM Page STORE_NAME Page POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object WebhookInstance at 0x7fa7bcbe0d20, file "f.py", line 25> LOAD_CONST 'WebhookInstance' MAKE_FUNCTION LOAD_CONST 'WebhookInstance' LOAD_NAME InstanceResource CALL_FUNCTION STORE_NAME WebhookInstance LOAD_BUILD_CLASS LOAD_CONST <code object WebhookContext at 0x7fa7bca93270, file "f.py", line 201> LOAD_CONST 'WebhookContext' MAKE_FUNCTION LOAD_CONST 'WebhookContext' LOAD_NAME InstanceContext CALL_FUNCTION STORE_NAME WebhookContext LOAD_BUILD_CLASS LOAD_CONST <code object WebhookPage at 0x7fa7bca93420, file "f.py", line 400> LOAD_CONST 'WebhookPage' MAKE_FUNCTION LOAD_CONST 'WebhookPage' LOAD_NAME Page CALL_FUNCTION STORE_NAME WebhookPage LOAD_BUILD_CLASS LOAD_CONST <code object WebhookList at 0x7fa7bca951e0, file "f.py", line 423> LOAD_CONST 'WebhookList' MAKE_FUNCTION LOAD_CONST 'WebhookList' LOAD_NAME ListResource CALL_FUNCTION STORE_NAME WebhookList LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookInstance' STORE_NAME __qualname__ LOAD_BUILD_CLASS LOAD_CONST <code object Method at 0x7fa816cfbed0, file "f.py", line 26> LOAD_CONST 'Method' MAKE_FUNCTION LOAD_CONST 'Method' LOAD_NAME object CALL_FUNCTION STORE_NAME Method LOAD_BUILD_CLASS LOAD_CONST <code object Type at 0x7fa7bcbe00c0, file "f.py", line 30> LOAD_CONST 'Type' MAKE_FUNCTION LOAD_CONST 'Type' LOAD_NAME object CALL_FUNCTION STORE_NAME Type LOAD_CONST (None,) LOAD_NAME Version LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('version', 'payload', 'service_sid', 'channel_sid', 'sid') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa7bcbe0300, file "f.py", line 47> LOAD_CONST 'WebhookInstance.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST 'WebhookContext' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _proxy at 0x7fa7bcbe0540, file "f.py", line 78> LOAD_CONST 'WebhookInstance._proxy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _proxy LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete at 0x7fa7bcbe06f0, file "f.py", line 95> LOAD_CONST 'WebhookInstance.delete' MAKE_FUNCTION STORE_NAME delete LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_async at 0x7fa7bcbe05d0, file "f.py", line 104> LOAD_CONST 'WebhookInstance.delete_async' MAKE_FUNCTION STORE_NAME delete_async LOAD_CONST 'WebhookInstance' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch at 0x7fa7bcbe0780, file "f.py", line 113> LOAD_CONST 'WebhookInstance.fetch' MAKE_FUNCTION STORE_NAME fetch LOAD_CONST 'WebhookInstance' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch_async at 0x7fa7bcbe04b0, file "f.py", line 122> LOAD_CONST 'WebhookInstance.fetch_async' MAKE_FUNCTION STORE_NAME fetch_async LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'WebhookInstance' LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update at 0x7fa7bcbe0660, file "f.py", line 131> LOAD_CONST 'WebhookInstance.update' MAKE_FUNCTION STORE_NAME update LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'WebhookInstance' LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_async at 0x7fa7bcbe0270, file "f.py", line 161> LOAD_CONST 'WebhookInstance.update_async' MAKE_FUNCTION STORE_NAME update_async LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa7bcbe0db0, file "f.py", line 191> LOAD_CONST 'WebhookInstance.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookInstance.Method' STORE_NAME __qualname__ LOAD_CONST 'GET' STORE_NAME GET LOAD_CONST 'POST' STORE_NAME POST LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookInstance.Type' STORE_NAME __qualname__ LOAD_CONST 'webhook' STORE_NAME WEBHOOK LOAD_CONST 'trigger' STORE_NAME TRIGGER LOAD_CONST 'studio' STORE_NAME STUDIO LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'sid' CALL_METHOD LOAD_FAST self STORE_ATTR sid LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'account_sid' CALL_METHOD LOAD_FAST self STORE_ATTR account_sid LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'service_sid' CALL_METHOD LOAD_FAST self STORE_ATTR service_sid LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'channel_sid' CALL_METHOD LOAD_FAST self STORE_ATTR channel_sid LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'type' CALL_METHOD LOAD_FAST self STORE_ATTR type LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'url' CALL_METHOD LOAD_FAST self STORE_ATTR url LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'configuration' CALL_METHOD LOAD_FAST self STORE_ATTR configuration LOAD_GLOBAL deserialize LOAD_METHOD iso8601_datetime LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'date_created' CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR date_created LOAD_GLOBAL deserialize LOAD_METHOD iso8601_datetime LOAD_FAST payload LOAD_METHOD get LOAD_CONST 'date_updated' CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR date_updated LOAD_FAST service_sid LOAD_FAST channel_sid LOAD_FAST sid JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR sid LOAD_CONST ('service_sid', 'channel_sid', 'sid') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _solution LOAD_CONST None LOAD_FAST self STORE_ATTR _context LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _context LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL WebhookContext LOAD_FAST self LOAD_ATTR _version LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION LOAD_FAST self STORE_ATTR _context LOAD_FAST self LOAD_ATTR _context RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_METHOD delete CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_METHOD delete_async CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_METHOD fetch CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_METHOD fetch_async CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_ATTR update LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_FAST configuration_filters LOAD_FAST configuration_triggers LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _proxy LOAD_ATTR update_async LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_FAST configuration_filters LOAD_FAST configuration_triggers LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_CONST ' ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fa7bcbe0ae0, file "f.py", line 197> LOAD_CONST 'WebhookInstance.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _solution LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST context LOAD_CONST '<Twilio.Chat.V2.WebhookInstance {}>' LOAD_METHOD format LOAD_FAST context CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_CONST '{}={}' LOAD_METHOD format LOAD_FAST k LOAD_FAST v CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookContext' STORE_NAME __qualname__ LOAD_NAME Version LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('version', 'service_sid', 'channel_sid', 'sid') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa7bcbe0810, file "f.py", line 202> LOAD_CONST 'WebhookContext.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete at 0x7fa7bcbe0420, file "f.py", line 224> LOAD_CONST 'WebhookContext.delete' MAKE_FUNCTION STORE_NAME delete LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_async at 0x7fa7bcbe01e0, file "f.py", line 236> LOAD_CONST 'WebhookContext.delete_async' MAKE_FUNCTION STORE_NAME delete_async LOAD_NAME WebhookInstance LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch at 0x7fa7bcbe0a50, file "f.py", line 248> LOAD_CONST 'WebhookContext.fetch' MAKE_FUNCTION STORE_NAME fetch LOAD_NAME WebhookInstance LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch_async at 0x7fa7bcbe09c0, file "f.py", line 269> LOAD_CONST 'WebhookContext.fetch_async' MAKE_FUNCTION STORE_NAME fetch_async LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookInstance LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update at 0x7fa7bcbe0e40, file "f.py", line 290> LOAD_CONST 'WebhookContext.update' MAKE_FUNCTION STORE_NAME update LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookInstance LOAD_CONST ('configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_async at 0x7fa7bca930c0, file "f.py", line 340> LOAD_CONST 'WebhookContext.update_async' MAKE_FUNCTION STORE_NAME update_async LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa7bca931e0, file "f.py", line 390> LOAD_CONST 'WebhookContext.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST service_sid LOAD_FAST channel_sid LOAD_FAST sid LOAD_CONST ('service_sid', 'channel_sid', 'sid') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _solution LOAD_CONST '/Services/{service_sid}/Channels/{channel_sid}/Webhooks/{sid}' LOAD_ATTR format BUILD_TUPLE LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION LOAD_FAST self STORE_ATTR _uri LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR delete LOAD_CONST 'DELETE' LOAD_FAST self LOAD_ATTR _uri LOAD_CONST ('method', 'uri') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR delete_async LOAD_CONST 'DELETE' LOAD_FAST self LOAD_ATTR _uri LOAD_CONST ('method', 'uri') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR fetch LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _uri LOAD_CONST ('method', 'uri') CALL_FUNCTION STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR fetch_async LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _uri LOAD_CONST ('method', 'uri') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_filters LOAD_CONST <code object <lambda> at 0x7fa7bcbe0b70, file "f.py", line 316> LOAD_CONST 'WebhookContext.update.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_triggers LOAD_CONST <code object <lambda> at 0x7fa7bcbe0ed0, file "f.py", line 319> LOAD_CONST 'WebhookContext.update.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('Configuration.Url', 'Configuration.Method', 'Configuration.Filters', 'Configuration.Triggers', 'Configuration.FlowSid', 'Configuration.RetryCount') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR update LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'data') CALL_FUNCTION STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_filters LOAD_CONST <code object <lambda> at 0x7fa7bcbe08a0, file "f.py", line 366> LOAD_CONST 'WebhookContext.update_async.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_triggers LOAD_CONST <code object <lambda> at 0x7fa7bca93030, file "f.py", line 369> LOAD_CONST 'WebhookContext.update_async.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('Configuration.Url', 'Configuration.Method', 'Configuration.Filters', 'Configuration.Triggers', 'Configuration.FlowSid', 'Configuration.RetryCount') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR update_async LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'data') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_CONST ' ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fa7bca93150, file "f.py", line 396> LOAD_CONST 'WebhookContext.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _solution LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST context LOAD_CONST '<Twilio.Chat.V2.WebhookContext {}>' LOAD_METHOD format LOAD_FAST context CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_CONST '{}={}' LOAD_METHOD format LOAD_FAST k LOAD_FAST v CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookPage' STORE_NAME __qualname__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookInstance LOAD_CONST ('payload', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_instance at 0x7fa7bca93300, file "f.py", line 401> LOAD_CONST 'WebhookPage.get_instance' MAKE_FUNCTION STORE_NAME get_instance LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa7bca93390, file "f.py", line 414> LOAD_CONST 'WebhookPage.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid') CALL_FUNCTION RETURN_VALUE LOAD_CONST '<Twilio.Chat.V2.WebhookPage>' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebhookList' STORE_NAME __qualname__ LOAD_NAME Version LOAD_NAME str LOAD_NAME str LOAD_CONST ('version', 'service_sid', 'channel_sid') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa7bca934b0, file "f.py", line 424> LOAD_CONST 'WebhookList.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_CONST 'WebhookInstance.Type' LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookInstance LOAD_CONST ('type', 'configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create at 0x7fa7bca93660, file "f.py", line 443> LOAD_CONST 'WebhookList.create' MAKE_FUNCTION STORE_NAME create LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_CONST 'WebhookInstance.Type' LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_CONST 'WebhookInstance.Method' LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookInstance LOAD_CONST ('type', 'configuration_url', 'configuration_method', 'configuration_filters', 'configuration_triggers', 'configuration_flow_sid', 'configuration_retry_count', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_async at 0x7fa7bca93930, file "f.py", line 496> LOAD_CONST 'WebhookList.create_async' MAKE_FUNCTION STORE_NAME create_async LOAD_CONST (None, None) LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Iterator LOAD_NAME WebhookInstance BINARY_SUBSCR LOAD_CONST ('limit', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object stream at 0x7fa7bca93ae0, file "f.py", line 549> LOAD_CONST 'WebhookList.stream' MAKE_FUNCTION STORE_NAME stream LOAD_CONST (None, None) LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME AsyncIterator LOAD_NAME WebhookInstance BINARY_SUBSCR LOAD_CONST ('limit', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object stream_async at 0x7fa7bca93b70, file "f.py", line 574> LOAD_CONST 'WebhookList.stream_async' MAKE_FUNCTION STORE_NAME stream_async LOAD_CONST (None, None) LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME List LOAD_NAME WebhookInstance BINARY_SUBSCR LOAD_CONST ('limit', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list at 0x7fa7bca93c00, file "f.py", line 599> LOAD_CONST 'WebhookList.list' MAKE_FUNCTION STORE_NAME list LOAD_CONST (None, None) LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME List LOAD_NAME WebhookInstance BINARY_SUBSCR LOAD_CONST ('limit', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_async at 0x7fa7bca93d20, file "f.py", line 625> LOAD_CONST 'WebhookList.list_async' MAKE_FUNCTION STORE_NAME list_async LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookPage LOAD_CONST ('page_token', 'page_number', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object page at 0x7fa7bca93db0, file "f.py", line 652> LOAD_CONST 'WebhookList.page' MAKE_FUNCTION STORE_NAME page LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset LOAD_NAME values LOAD_ATTR unset BUILD_TUPLE LOAD_NAME Union LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME WebhookPage LOAD_CONST ('page_token', 'page_number', 'page_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object page_async at 0x7fa7bca93e40, file "f.py", line 679> LOAD_CONST 'WebhookList.page_async' MAKE_FUNCTION STORE_NAME page_async LOAD_NAME str LOAD_NAME WebhookPage LOAD_CONST ('target_url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_page at 0x7fa7bca93ed0, file "f.py", line 708> LOAD_CONST 'WebhookList.get_page' MAKE_FUNCTION STORE_NAME get_page LOAD_NAME str LOAD_NAME WebhookPage LOAD_CONST ('target_url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_page_async at 0x7fa7bca93f60, file "f.py", line 720> LOAD_CONST 'WebhookList.get_page_async' MAKE_FUNCTION STORE_NAME get_page_async LOAD_NAME str LOAD_NAME WebhookContext LOAD_CONST ('sid', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fa7bca95030, file "f.py", line 732> LOAD_CONST 'WebhookList.get' MAKE_FUNCTION STORE_NAME get LOAD_NAME str LOAD_NAME WebhookContext LOAD_CONST ('sid', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa7bca950c0, file "f.py", line 745> LOAD_CONST 'WebhookList.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa7bca95150, file "f.py", line 758> LOAD_CONST 'WebhookList.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST service_sid LOAD_FAST channel_sid LOAD_CONST ('service_sid', 'channel_sid') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR _solution LOAD_CONST '/Services/{service_sid}/Channels/{channel_sid}/Webhooks' LOAD_ATTR format BUILD_TUPLE LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION LOAD_FAST self STORE_ATTR _uri LOAD_CONST None RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST type LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_filters LOAD_CONST <code object <lambda> at 0x7fa7bca93540, file "f.py", line 473> LOAD_CONST 'WebhookList.create.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_triggers LOAD_CONST <code object <lambda> at 0x7fa7bca935d0, file "f.py", line 476> LOAD_CONST 'WebhookList.create.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('Type', 'Configuration.Url', 'Configuration.Method', 'Configuration.Filters', 'Configuration.Triggers', 'Configuration.FlowSid', 'Configuration.RetryCount') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR create LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'data') CALL_FUNCTION STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid') CALL_FUNCTION RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST type LOAD_FAST configuration_url LOAD_FAST configuration_method LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_filters LOAD_CONST <code object <lambda> at 0x7fa7bca93780, file "f.py", line 526> LOAD_CONST 'WebhookList.create_async.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_GLOBAL serialize LOAD_METHOD map LOAD_FAST configuration_triggers LOAD_CONST <code object <lambda> at 0x7fa7bca93810, file "f.py", line 529> LOAD_CONST 'WebhookList.create_async.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD LOAD_FAST configuration_flow_sid LOAD_FAST configuration_retry_count LOAD_CONST ('Type', 'Configuration.Url', 'Configuration.Method', 'Configuration.Filters', 'Configuration.Triggers', 'Configuration.FlowSid', 'Configuration.RetryCount') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR create_async LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'data') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST payload LOAD_GLOBAL WebhookInstance LOAD_FAST self LOAD_ATTR _version LOAD_FAST payload LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_CONST ('service_sid', 'channel_sid') CALL_FUNCTION RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_FAST e RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_METHOD read_limits LOAD_FAST limit LOAD_FAST page_size CALL_METHOD STORE_FAST limits LOAD_FAST self LOAD_ATTR page LOAD_FAST limits LOAD_CONST 'page_size' BINARY_SUBSCR LOAD_CONST ('page_size',) CALL_FUNCTION STORE_FAST page LOAD_FAST self LOAD_ATTR _version LOAD_METHOD stream LOAD_FAST page LOAD_FAST limits LOAD_CONST 'limit' BINARY_SUBSCR CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_METHOD read_limits LOAD_FAST limit LOAD_FAST page_size CALL_METHOD STORE_FAST limits LOAD_FAST self LOAD_ATTR page_async LOAD_FAST limits LOAD_CONST 'page_size' BINARY_SUBSCR LOAD_CONST ('page_size',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST page LOAD_FAST self LOAD_ATTR _version LOAD_METHOD stream_async LOAD_FAST page LOAD_FAST limits LOAD_CONST 'limit' BINARY_SUBSCR CALL_METHOD RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR stream LOAD_FAST limit LOAD_FAST page_size LOAD_CONST ('limit', 'page_size') CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fa7bca93c90, file "f.py", line 645> LOAD_CONST 'WebhookList.list_async.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR stream_async LOAD_FAST limit LOAD_FAST page_size LOAD_CONST ('limit', 'page_size') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM GET_AITER CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE BUILD_LIST LOAD_FAST .0 SETUP_EXCEPT to 18 GET_ANEXT LOAD_CONST None YIELD_FROM STORE_FAST record POP_BLOCK JUMP_FORWARD to 28 DUP_TOP LOAD_GLOBAL StopAsyncIteration COMPARE_OP exception match POP_JUMP_IF_TRUE END_FINALLY LOAD_FAST record LIST_APPEND JUMP_ABSOLUTE POP_TOP POP_TOP POP_TOP POP_EXCEPT POP_TOP RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST page_token LOAD_FAST page_number LOAD_FAST page_size LOAD_CONST ('PageToken', 'Page', 'PageSize') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR page LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'params') CALL_FUNCTION STORE_FAST response LOAD_GLOBAL WebhookPage LOAD_FAST self LOAD_ATTR _version LOAD_FAST response LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL values LOAD_METHOD of LOAD_FAST page_token LOAD_FAST page_number LOAD_FAST page_size LOAD_CONST ('PageToken', 'Page', 'PageSize') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _version LOAD_ATTR page_async LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _uri LOAD_FAST data LOAD_CONST ('method', 'uri', 'params') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_GLOBAL WebhookPage LOAD_FAST self LOAD_ATTR _version LOAD_FAST response LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR domain LOAD_ATTR twilio LOAD_METHOD request LOAD_CONST 'GET' LOAD_FAST target_url CALL_METHOD STORE_FAST response LOAD_GLOBAL WebhookPage LOAD_FAST self LOAD_ATTR _version LOAD_FAST response LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _version LOAD_ATTR domain LOAD_ATTR twilio LOAD_METHOD request_async LOAD_CONST 'GET' LOAD_FAST target_url CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_GLOBAL WebhookPage LOAD_FAST self LOAD_ATTR _version LOAD_FAST response LOAD_FAST self LOAD_ATTR _solution CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL WebhookContext LOAD_FAST self LOAD_ATTR _version LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST sid LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL WebhookContext LOAD_FAST self LOAD_ATTR _version LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'service_sid' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _solution LOAD_CONST 'channel_sid' BINARY_SUBSCR LOAD_FAST sid LOAD_CONST ('service_sid', 'channel_sid', 'sid') CALL_FUNCTION RETURN_VALUE LOAD_CONST '<Twilio.Chat.V2.WebhookList>' RETURN_VALUE
r""" This code was generated by ___ _ _ _ _ _ _ ____ ____ ____ _ ____ ____ _ _ ____ ____ ____ ___ __ __ | | | | | | | | | __ | | |__| | __ | __ |___ |\ | |___ |__/ |__| | | | |__/ | |_|_| | |___ | |__| |__| | | | |__] |___ | \| |___ | \ | | | |__| | \ Twilio - Chat This is the public Twilio REST API. NOTE: This class is auto generated by OpenAPI Generator. https://openapi-generator.tech Do not edit the class manually. """ from datetime import datetime from typing import Any, Dict, List, Optional, Union, Iterator, AsyncIterator from twilio.base import deserialize, serialize, values from twilio.base.instance_context import InstanceContext from twilio.base.instance_resource import InstanceResource from twilio.base.list_resource import ListResource from twilio.base.version import Version from twilio.base.page import Page class WebhookInstance(InstanceResource): class Method(object): GET = "GET" POST = "POST" class Type(object): WEBHOOK = "webhook" TRIGGER = "trigger" STUDIO = "studio" """ :ivar sid: The unique string that we created to identify the Channel Webhook resource. :ivar account_sid: The SID of the [Account](https://www.twilio.com/docs/iam/api/account) that created the Channel Webhook resource. :ivar service_sid: The SID of the [Service](https://www.twilio.com/docs/chat/rest/service-resource) the Channel Webhook resource is associated with. :ivar channel_sid: The SID of the [Channel](https://www.twilio.com/docs/chat/channels) the Channel Webhook resource belongs to. :ivar type: The type of webhook. Can be: `webhook`, `studio`, or `trigger`. :ivar url: The absolute URL of the Channel Webhook resource. :ivar configuration: The JSON string that describes how the channel webhook is configured. The configuration object contains the `url`, `method`, `filters`, and `retry_count` values that are configured by the create and update actions. :ivar date_created: The date and time in GMT when the resource was created specified in [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601) format. :ivar date_updated: The date and time in GMT when the resource was last updated specified in [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601) format. """ def __init__( self, version: Version, payload: Dict[str, Any], service_sid: str, channel_sid: str, sid: Optional[str] = None, ): super().__init__(version) self.sid: Optional[str] = payload.get("sid") self.account_sid: Optional[str] = payload.get("account_sid") self.service_sid: Optional[str] = payload.get("service_sid") self.channel_sid: Optional[str] = payload.get("channel_sid") self.type: Optional[str] = payload.get("type") self.url: Optional[str] = payload.get("url") self.configuration: Optional[Dict[str, object]] = payload.get("configuration") self.date_created: Optional[datetime] = deserialize.iso8601_datetime( payload.get("date_created") ) self.date_updated: Optional[datetime] = deserialize.iso8601_datetime( payload.get("date_updated") ) self._solution = { "service_sid": service_sid, "channel_sid": channel_sid, "sid": sid or self.sid, } self._context: Optional[WebhookContext] = None @property def _proxy(self) -> "WebhookContext": """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: WebhookContext for this WebhookInstance """ if self._context is None: self._context = WebhookContext( self._version, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=self._solution["sid"], ) return self._context def delete(self) -> bool: """ Deletes the WebhookInstance :returns: True if delete succeeds, False otherwise """ return self._proxy.delete() async def delete_async(self) -> bool: """ Asynchronous coroutine that deletes the WebhookInstance :returns: True if delete succeeds, False otherwise """ return await self._proxy.delete_async() def fetch(self) -> "WebhookInstance": """ Fetch the WebhookInstance :returns: The fetched WebhookInstance """ return self._proxy.fetch() async def fetch_async(self) -> "WebhookInstance": """ Asynchronous coroutine to fetch the WebhookInstance :returns: The fetched WebhookInstance """ return await self._proxy.fetch_async() def update( self, configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> "WebhookInstance": """ Update the WebhookInstance :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` = `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The updated WebhookInstance """ return self._proxy.update( configuration_url=configuration_url, configuration_method=configuration_method, configuration_filters=configuration_filters, configuration_triggers=configuration_triggers, configuration_flow_sid=configuration_flow_sid, configuration_retry_count=configuration_retry_count, ) async def update_async( self, configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> "WebhookInstance": """ Asynchronous coroutine to update the WebhookInstance :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` = `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The updated WebhookInstance """ return await self._proxy.update_async( configuration_url=configuration_url, configuration_method=configuration_method, configuration_filters=configuration_filters, configuration_triggers=configuration_triggers, configuration_flow_sid=configuration_flow_sid, configuration_retry_count=configuration_retry_count, ) def __repr__(self) -> str: """ Provide a friendly representation :returns: Machine friendly representation """ context = " ".join("{}={}".format(k, v) for k, v in self._solution.items()) return "<Twilio.Chat.V2.WebhookInstance {}>".format(context) class WebhookContext(InstanceContext): def __init__(self, version: Version, service_sid: str, channel_sid: str, sid: str): """ Initialize the WebhookContext :param version: Version that contains the resource :param service_sid: The SID of the [Service](https://www.twilio.com/docs/chat/rest/service-resource) with the Channel that has the Webhook resource to update. :param channel_sid: The SID of the [Channel](https://www.twilio.com/docs/chat/channels) the Channel Webhook resource to update belongs to. This value can be the Channel resource's `sid` or `unique_name`. :param sid: The SID of the Channel Webhook resource to update. """ super().__init__(version) self._solution = { "service_sid": service_sid, "channel_sid": channel_sid, "sid": sid, } self._uri = ( "/Services/{service_sid}/Channels/{channel_sid}/Webhooks/{sid}".format( **self._solution ) ) def delete(self) -> bool: """ Deletes the WebhookInstance :returns: True if delete succeeds, False otherwise """ return self._version.delete( method="DELETE", uri=self._uri, ) async def delete_async(self) -> bool: """ Asynchronous coroutine that deletes the WebhookInstance :returns: True if delete succeeds, False otherwise """ return await self._version.delete_async( method="DELETE", uri=self._uri, ) def fetch(self) -> WebhookInstance: """ Fetch the WebhookInstance :returns: The fetched WebhookInstance """ payload = self._version.fetch( method="GET", uri=self._uri, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=self._solution["sid"], ) async def fetch_async(self) -> WebhookInstance: """ Asynchronous coroutine to fetch the WebhookInstance :returns: The fetched WebhookInstance """ payload = await self._version.fetch_async( method="GET", uri=self._uri, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=self._solution["sid"], ) def update( self, configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> WebhookInstance: """ Update the WebhookInstance :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` = `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The updated WebhookInstance """ data = values.of( { "Configuration.Url": configuration_url, "Configuration.Method": configuration_method, "Configuration.Filters": serialize.map( configuration_filters, lambda e: e ), "Configuration.Triggers": serialize.map( configuration_triggers, lambda e: e ), "Configuration.FlowSid": configuration_flow_sid, "Configuration.RetryCount": configuration_retry_count, } ) payload = self._version.update( method="POST", uri=self._uri, data=data, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=self._solution["sid"], ) async def update_async( self, configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> WebhookInstance: """ Asynchronous coroutine to update the WebhookInstance :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` = `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The updated WebhookInstance """ data = values.of( { "Configuration.Url": configuration_url, "Configuration.Method": configuration_method, "Configuration.Filters": serialize.map( configuration_filters, lambda e: e ), "Configuration.Triggers": serialize.map( configuration_triggers, lambda e: e ), "Configuration.FlowSid": configuration_flow_sid, "Configuration.RetryCount": configuration_retry_count, } ) payload = await self._version.update_async( method="POST", uri=self._uri, data=data, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=self._solution["sid"], ) def __repr__(self) -> str: """ Provide a friendly representation :returns: Machine friendly representation """ context = " ".join("{}={}".format(k, v) for k, v in self._solution.items()) return "<Twilio.Chat.V2.WebhookContext {}>".format(context) class WebhookPage(Page): def get_instance(self, payload: Dict[str, Any]) -> WebhookInstance: """ Build an instance of WebhookInstance :param payload: Payload response from the API """ return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], ) def __repr__(self) -> str: """ Provide a friendly representation :returns: Machine friendly representation """ return "<Twilio.Chat.V2.WebhookPage>" class WebhookList(ListResource): def __init__(self, version: Version, service_sid: str, channel_sid: str): """ Initialize the WebhookList :param version: Version that contains the resource :param service_sid: The SID of the [Service](https://www.twilio.com/docs/chat/rest/service-resource) with the Channel to read the resources from. :param channel_sid: The SID of the [Channel](https://www.twilio.com/docs/chat/channels) the Channel Webhook resources to read belong to. This value can be the Channel resource's `sid` or `unique_name`. """ super().__init__(version) self._solution = { "service_sid": service_sid, "channel_sid": channel_sid, } self._uri = "/Services/{service_sid}/Channels/{channel_sid}/Webhooks".format( **self._solution ) def create( self, type: "WebhookInstance.Type", configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> WebhookInstance: """ Create the WebhookInstance :param type: :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` is `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The created WebhookInstance """ data = values.of( { "Type": type, "Configuration.Url": configuration_url, "Configuration.Method": configuration_method, "Configuration.Filters": serialize.map( configuration_filters, lambda e: e ), "Configuration.Triggers": serialize.map( configuration_triggers, lambda e: e ), "Configuration.FlowSid": configuration_flow_sid, "Configuration.RetryCount": configuration_retry_count, } ) payload = self._version.create( method="POST", uri=self._uri, data=data, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], ) async def create_async( self, type: "WebhookInstance.Type", configuration_url: Union[str, object] = values.unset, configuration_method: Union["WebhookInstance.Method", object] = values.unset, configuration_filters: Union[List[str], object] = values.unset, configuration_triggers: Union[List[str], object] = values.unset, configuration_flow_sid: Union[str, object] = values.unset, configuration_retry_count: Union[int, object] = values.unset, ) -> WebhookInstance: """ Asynchronously create the WebhookInstance :param type: :param configuration_url: The URL of the webhook to call using the `configuration.method`. :param configuration_method: :param configuration_filters: The events that cause us to call the Channel Webhook. Used when `type` is `webhook`. This parameter takes only one event. To specify more than one event, repeat this parameter for each event. For the list of possible events, see [Webhook Event Triggers](https://www.twilio.com/docs/chat/webhook-events#webhook-event-trigger). :param configuration_triggers: A string that will cause us to call the webhook when it is present in a message body. This parameter takes only one trigger string. To specify more than one, repeat this parameter for each trigger string up to a total of 5 trigger strings. Used only when `type` = `trigger`. :param configuration_flow_sid: The SID of the Studio [Flow](https://www.twilio.com/docs/studio/rest-api/flow) to call when an event in `configuration.filters` occurs. Used only when `type` is `studio`. :param configuration_retry_count: The number of times to retry the webhook if the first attempt fails. Can be an integer between 0 and 3, inclusive, and the default is 0. :returns: The created WebhookInstance """ data = values.of( { "Type": type, "Configuration.Url": configuration_url, "Configuration.Method": configuration_method, "Configuration.Filters": serialize.map( configuration_filters, lambda e: e ), "Configuration.Triggers": serialize.map( configuration_triggers, lambda e: e ), "Configuration.FlowSid": configuration_flow_sid, "Configuration.RetryCount": configuration_retry_count, } ) payload = await self._version.create_async( method="POST", uri=self._uri, data=data, ) return WebhookInstance( self._version, payload, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], ) def stream( self, limit: Optional[int] = None, page_size: Optional[int] = None, ) -> Iterator[WebhookInstance]: """ Streams WebhookInstance records from the API as a generator stream. This operation lazily loads records as efficiently as possible until the limit is reached. The results are returned as a generator, so this operation is memory efficient. :param limit: Upper limit for the number of records to return. stream() guarantees to never return more than limit. Default is no limit :param page_size: Number of records to fetch per request, when not set will use the default value of 50 records. If no page_size is defined but a limit is defined, stream() will attempt to read the limit with the most efficient page size, i.e. min(limit, 1000) :returns: Generator that will yield up to limit results """ limits = self._version.read_limits(limit, page_size) page = self.page(page_size=limits["page_size"]) return self._version.stream(page, limits["limit"]) async def stream_async( self, limit: Optional[int] = None, page_size: Optional[int] = None, ) -> AsyncIterator[WebhookInstance]: """ Asynchronously streams WebhookInstance records from the API as a generator stream. This operation lazily loads records as efficiently as possible until the limit is reached. The results are returned as a generator, so this operation is memory efficient. :param limit: Upper limit for the number of records to return. stream() guarantees to never return more than limit. Default is no limit :param page_size: Number of records to fetch per request, when not set will use the default value of 50 records. If no page_size is defined but a limit is defined, stream() will attempt to read the limit with the most efficient page size, i.e. min(limit, 1000) :returns: Generator that will yield up to limit results """ limits = self._version.read_limits(limit, page_size) page = await self.page_async(page_size=limits["page_size"]) return self._version.stream_async(page, limits["limit"]) def list( self, limit: Optional[int] = None, page_size: Optional[int] = None, ) -> List[WebhookInstance]: """ Lists WebhookInstance records from the API as a list. Unlike stream(), this operation is eager and will load `limit` records into memory before returning. :param limit: Upper limit for the number of records to return. list() guarantees never to return more than limit. Default is no limit :param page_size: Number of records to fetch per request, when not set will use the default value of 50 records. If no page_size is defined but a limit is defined, list() will attempt to read the limit with the most efficient page size, i.e. min(limit, 1000) :returns: list that will contain up to limit results """ return list( self.stream( limit=limit, page_size=page_size, ) ) async def list_async( self, limit: Optional[int] = None, page_size: Optional[int] = None, ) -> List[WebhookInstance]: """ Asynchronously lists WebhookInstance records from the API as a list. Unlike stream(), this operation is eager and will load `limit` records into memory before returning. :param limit: Upper limit for the number of records to return. list() guarantees never to return more than limit. Default is no limit :param page_size: Number of records to fetch per request, when not set will use the default value of 50 records. If no page_size is defined but a limit is defined, list() will attempt to read the limit with the most efficient page size, i.e. min(limit, 1000) :returns: list that will contain up to limit results """ return [ record async for record in await self.stream_async( limit=limit, page_size=page_size, ) ] def page( self, page_token: Union[str, object] = values.unset, page_number: Union[int, object] = values.unset, page_size: Union[int, object] = values.unset, ) -> WebhookPage: """ Retrieve a single page of WebhookInstance records from the API. Request is executed immediately :param page_token: PageToken provided by the API :param page_number: Page Number, this value is simply for client state :param page_size: Number of records to return, defaults to 50 :returns: Page of WebhookInstance """ data = values.of( { "PageToken": page_token, "Page": page_number, "PageSize": page_size, } ) response = self._version.page(method="GET", uri=self._uri, params=data) return WebhookPage(self._version, response, self._solution) async def page_async( self, page_token: Union[str, object] = values.unset, page_number: Union[int, object] = values.unset, page_size: Union[int, object] = values.unset, ) -> WebhookPage: """ Asynchronously retrieve a single page of WebhookInstance records from the API. Request is executed immediately :param page_token: PageToken provided by the API :param page_number: Page Number, this value is simply for client state :param page_size: Number of records to return, defaults to 50 :returns: Page of WebhookInstance """ data = values.of( { "PageToken": page_token, "Page": page_number, "PageSize": page_size, } ) response = await self._version.page_async( method="GET", uri=self._uri, params=data ) return WebhookPage(self._version, response, self._solution) def get_page(self, target_url: str) -> WebhookPage: """ Retrieve a specific page of WebhookInstance records from the API. Request is executed immediately :param target_url: API-generated URL for the requested results page :returns: Page of WebhookInstance """ response = self._version.domain.twilio.request("GET", target_url) return WebhookPage(self._version, response, self._solution) async def get_page_async(self, target_url: str) -> WebhookPage: """ Asynchronously retrieve a specific page of WebhookInstance records from the API. Request is executed immediately :param target_url: API-generated URL for the requested results page :returns: Page of WebhookInstance """ response = await self._version.domain.twilio.request_async("GET", target_url) return WebhookPage(self._version, response, self._solution) def get(self, sid: str) -> WebhookContext: """ Constructs a WebhookContext :param sid: The SID of the Channel Webhook resource to update. """ return WebhookContext( self._version, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=sid, ) def __call__(self, sid: str) -> WebhookContext: """ Constructs a WebhookContext :param sid: The SID of the Channel Webhook resource to update. """ return WebhookContext( self._version, service_sid=self._solution["service_sid"], channel_sid=self._solution["channel_sid"], sid=sid, ) def __repr__(self) -> str: """ Provide a friendly representation :returns: Machine friendly representation """ return "<Twilio.Chat.V2.WebhookList>"
data/twilio-8.13.0/twilio/rest/chat/v2/service/channel/webhook.py
9,061
9,025
44,633
LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('BytesIO',) IMPORT_NAME io IMPORT_FROM BytesIO STORE_NAME BytesIO POP_TOP LOAD_CONST 0 LOAD_CONST ('IO', 'TYPE_CHECKING', 'Any', 'Iterator') IMPORT_NAME typing IMPORT_FROM IO STORE_NAME IO IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Iterator STORE_NAME Iterator POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('ParsedRequirement', 'RequirementsFile') IMPORT_NAME tox.tox_env.python.pip.req.file IMPORT_FROM ParsedRequirement STORE_NAME ParsedRequirement IMPORT_FROM RequirementsFile STORE_NAME RequirementsFile POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('MockerFixture',) IMPORT_NAME pytest_mock IMPORT_FROM MockerFixture STORE_NAME MockerFixture POP_TOP LOAD_CONST 0 LOAD_CONST ('CaptureFixture', 'MonkeyPatch') IMPORT_NAME tox.pytest IMPORT_FROM CaptureFixture STORE_NAME CaptureFixture IMPORT_FROM MonkeyPatch STORE_NAME MonkeyPatch POP_TOP LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--pre' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'pre' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-index' LOAD_CONST 'index_url' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--no-index' BUILD_LIST LOAD_CONST 'no-index' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-index\n-i a\n--no-index' LOAD_CONST 'index_url' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--no-index' BUILD_LIST LOAD_CONST 'no-index overwrites index' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--prefer-binary' LOAD_CONST 'prefer_binary' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--prefer-binary' BUILD_LIST LOAD_CONST 'prefer-binary' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--require-hashes' LOAD_CONST 'require_hashes' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--require-hashes' BUILD_LIST LOAD_CONST 'requires-hashes' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--pre ' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'space after' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST ' --pre' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'space before' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--pre\\\n' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'newline after' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--pre # magic' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'comment after space' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--pre\t# magic' LOAD_CONST 'pre' LOAD_CONST True BUILD_MAP BUILD_LIST LOAD_CONST '--pre' BUILD_LIST LOAD_CONST 'comment after tab' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links /my/local/archives' LOAD_CONST 'find_links' LOAD_CONST '/my/local/archives' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST '/my/local/archives' BUILD_LIST LOAD_CONST 'find-links path' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links /my/local/archives --find-links /my/local/archives' LOAD_CONST 'find_links' LOAD_CONST '/my/local/archives' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST '/my/local/archives' BUILD_LIST LOAD_CONST 'find-links duplicate same line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links /my/local/archives\n--find-links /my/local/archives' LOAD_CONST 'find_links' LOAD_CONST '/my/local/archives' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST '/my/local/archives' BUILD_LIST LOAD_CONST 'find-links duplicate different line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links \\\n/my/local/archives' LOAD_CONST 'find_links' LOAD_CONST '/my/local/archives' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST '/my/local/archives' BUILD_LIST LOAD_CONST 'find-links newline path' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links http://some.archives.com/archives' LOAD_CONST 'find_links' LOAD_CONST 'http://some.archives.com/archives' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST 'http://some.archives.com/archives' BUILD_LIST LOAD_CONST 'find-links url' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--index-url a --find-links http://some.archives.com/archives' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'http://some.archives.com/archives' BUILD_LIST LOAD_CONST ('index_url', 'find_links') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '-i' LOAD_CONST 'a' LOAD_CONST '-f' LOAD_CONST 'http://some.archives.com/archives' BUILD_LIST LOAD_CONST 'index and find' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '-i a' LOAD_CONST 'index_url' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-i' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'index url short' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--index-url a' LOAD_CONST 'index_url' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-i' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'index url long' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '-i a -i b\n-i c' LOAD_CONST 'index_url' LOAD_CONST 'c' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-i' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'index url multiple' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--extra-index-url a' LOAD_CONST 'index_url' LOAD_CONST 'https://pypi.org/simple' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--extra-index-url' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'extra-index-url' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--extra-index-url a --extra-index-url a' LOAD_CONST 'index_url' LOAD_CONST 'https://pypi.org/simple' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--extra-index-url' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'extra-index-url dup same line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--extra-index-url a\n--extra-index-url a' LOAD_CONST 'index_url' LOAD_CONST 'https://pypi.org/simple' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--extra-index-url' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'extra-index-url dup different line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '-e a' BUILD_MAP LOAD_CONST '-e a' BUILD_LIST LOAD_CONST '-e' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'e' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--editable a' BUILD_MAP LOAD_CONST '-e a' BUILD_LIST LOAD_CONST '-e' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'editable' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--editable .[2,1]' BUILD_MAP LOAD_CONST '-e .[1,2]' BUILD_LIST LOAD_CONST '-e' LOAD_CONST '.[1,2]' BUILD_LIST LOAD_CONST 'editable extra' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '.[\t, a1. , B2-\t, C3_, ]' BUILD_MAP LOAD_CONST '.[B2-,C3_,a1.]' BUILD_LIST LOAD_CONST '.[B2-,C3_,a1.]' BUILD_LIST LOAD_CONST 'path with extra' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '.[a.1]' BUILD_MAP LOAD_CONST '.' LOAD_NAME os LOAD_ATTR sep FORMAT_VALUE LOAD_CONST '.[a.1]' BUILD_STRING BUILD_LIST LOAD_CONST '.' LOAD_NAME os LOAD_ATTR sep FORMAT_VALUE LOAD_CONST '.[a.1]' BUILD_STRING BUILD_LIST LOAD_CONST 'path with invalid extra is path' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '-f a' LOAD_CONST 'find_links' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'f' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--find-links a' LOAD_CONST 'find_links' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '-f' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'find-links' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--trusted-host a' LOAD_CONST 'trusted_hosts' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--trusted-host' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'trusted-host' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--trusted-host a --trusted-host a' LOAD_CONST 'trusted_hosts' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--trusted-host' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'trusted-host dup same line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--trusted-host a\n--trusted-host a' LOAD_CONST 'trusted_hosts' LOAD_CONST 'a' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--trusted-host' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'trusted-host dup different line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--use-feature 2020-resolver' LOAD_CONST 'features_enabled' LOAD_CONST '2020-resolver' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--use-feature' LOAD_CONST '2020-resolver' BUILD_LIST LOAD_CONST 'use-feature space' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--use-feature=fast-deps' LOAD_CONST 'features_enabled' LOAD_CONST 'fast-deps' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--use-feature' LOAD_CONST 'fast-deps' BUILD_LIST LOAD_CONST 'use-feature equal' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--use-feature=fast-deps --use-feature 2020-resolver' LOAD_CONST 'features_enabled' LOAD_CONST '2020-resolver' LOAD_CONST 'fast-deps' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--use-feature' LOAD_CONST '2020-resolver' LOAD_CONST '--use-feature' LOAD_CONST 'fast-deps' BUILD_LIST LOAD_CONST 'use-feature multiple same line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--use-feature=fast-deps\n--use-feature 2020-resolver' LOAD_CONST 'features_enabled' LOAD_CONST '2020-resolver' LOAD_CONST 'fast-deps' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--use-feature' LOAD_CONST '2020-resolver' LOAD_CONST '--use-feature' LOAD_CONST 'fast-deps' BUILD_LIST LOAD_CONST 'use-feature multiple different line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--use-feature=fast-deps\n--use-feature 2020-resolver\n--use-feature=fast-deps\n--use-feature 2020-resolver\n' LOAD_CONST 'features_enabled' LOAD_CONST '2020-resolver' LOAD_CONST 'fast-deps' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST '--use-feature' LOAD_CONST '2020-resolver' LOAD_CONST '--use-feature' LOAD_CONST 'fast-deps' BUILD_LIST LOAD_CONST 'use-feature multiple duplicate different line' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-binary :all:' LOAD_CONST 'no_binary' LOAD_CONST ':all:' BUILD_SET BUILD_MAP BUILD_LIST LOAD_CONST '--no-binary' LOAD_CONST ':all:' BUILD_SET BUILD_LIST LOAD_CONST 'no-binary all' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-binary :none:' LOAD_CONST 'no_binary' LOAD_CONST ':none:' BUILD_SET BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'no-binary none' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--only-binary :all:' LOAD_CONST 'only_binary' LOAD_CONST ':all:' BUILD_SET BUILD_MAP BUILD_LIST LOAD_CONST '--only-binary' LOAD_CONST ':all:' BUILD_SET BUILD_LIST LOAD_CONST 'only-binary all' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--only-binary :none:' LOAD_CONST 'only_binary' LOAD_CONST ':none:' BUILD_SET BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'only-binary none' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-binary=foo --only-binary=foo' LOAD_CONST 'only_binary' LOAD_CONST 'foo' BUILD_SET BUILD_MAP BUILD_LIST LOAD_CONST '--only-binary' LOAD_CONST 'foo' BUILD_SET BUILD_LIST LOAD_CONST 'no-binary-and-only-binary' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--no-binary=foo --no-binary=:none:' BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'no-binary-none-last' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '--only-binary=:none: --no-binary=foo' LOAD_CONST 'no_binary' LOAD_CONST 'foo' BUILD_SET BUILD_MAP BUILD_LIST LOAD_CONST '--no-binary' LOAD_CONST 'foo' BUILD_SET BUILD_LIST LOAD_CONST 'no-binary-none-first' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST "--only-binary foo; sys_platform == 'aix'" LOAD_CONST 'only_binary' LOAD_CONST 'foo;' BUILD_SET BUILD_MAP BUILD_LIST LOAD_CONST '--only-binary' LOAD_CONST 'foo;' BUILD_SET BUILD_LIST LOAD_CONST 'only-binary-and-env-marker' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '####### example-requirements.txt #######' BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '\t##### Requirements without Version Specifiers ######' BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'tab and comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST ' # start' BUILD_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'space and comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'nose' BUILD_MAP LOAD_CONST 'nose' BUILD_LIST LOAD_CONST 'nose' BUILD_LIST LOAD_CONST 'req' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'nose\nnose' BUILD_MAP LOAD_CONST 'nose' BUILD_LIST LOAD_CONST 'nose' BUILD_LIST LOAD_CONST 'req dup' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'numpy[2,1] @ file://./downloads/numpy-1.9.2-cp34-none-win32.whl' BUILD_MAP LOAD_CONST 'numpy[1,2]@ file://./downloads/numpy-1.9.2-cp34-none-win32.whl' BUILD_LIST LOAD_CONST 'numpy[1,2]@ file://./downloads/numpy-1.9.2-cp34-none-win32.whl' BUILD_LIST LOAD_CONST 'path with name-extra-protocol' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'docopt == 0.6.1 # Version Matching. Must be version 0.6.1' BUILD_MAP LOAD_CONST 'docopt==0.6.1' BUILD_LIST LOAD_CONST 'docopt==0.6.1' BUILD_LIST LOAD_CONST 'req equal comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'keyring >= 4.1.1 # Minimum version 4.1.1' BUILD_MAP LOAD_CONST 'keyring>=4.1.1' BUILD_LIST LOAD_CONST 'keyring>=4.1.1' BUILD_LIST LOAD_CONST 'req ge comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'coverage != 3.5 # Version Exclusion. Anything except version 3.5' BUILD_MAP LOAD_CONST 'coverage!=3.5' BUILD_LIST LOAD_CONST 'coverage!=3.5' BUILD_LIST LOAD_CONST 'req ne comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'Mopidy-Dirble ~= 1.1 # Compatible release. Same as >= 1.1, == 1.*' BUILD_MAP LOAD_CONST 'Mopidy-Dirble~=1.1' BUILD_LIST LOAD_CONST 'Mopidy-Dirble~=1.1' BUILD_LIST LOAD_CONST 'req approx comment' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'b==1.3' BUILD_MAP LOAD_CONST 'b==1.3' BUILD_LIST LOAD_CONST 'b==1.3' BUILD_LIST LOAD_CONST 'req eq' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'c >=1.2,<2.0' BUILD_MAP LOAD_CONST 'c<2.0,>=1.2' BUILD_LIST LOAD_CONST 'c<2.0,>=1.2' BUILD_LIST LOAD_CONST 'req ge lt' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'd[bar,foo]' BUILD_MAP LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'req extras' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'd[foo, bar]' BUILD_MAP LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'req extras space' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'd[foo,\tbar]' BUILD_MAP LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'd[bar,foo]' BUILD_LIST LOAD_CONST 'req extras tab' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'e~=1.4.2' BUILD_MAP LOAD_CONST 'e~=1.4.2' BUILD_LIST LOAD_CONST 'e~=1.4.2' BUILD_LIST LOAD_CONST 'req approx' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST "f ==5.4 ; python_version < '2.7'" BUILD_MAP LOAD_CONST 'f==5.4; python_version < "2.7"' BUILD_LIST LOAD_CONST 'f==5.4; python_version < "2.7"' BUILD_LIST LOAD_CONST 'python version filter' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST "g; sys_platform == 'win32'" BUILD_MAP LOAD_CONST 'g; sys_platform == "win32"' BUILD_LIST LOAD_CONST 'g; sys_platform == "win32"' BUILD_LIST LOAD_CONST 'platform filter' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl' BUILD_MAP LOAD_CONST 'http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl' BUILD_LIST LOAD_CONST 'http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl' BUILD_LIST LOAD_CONST 'http URI' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'git+https://git.example.com/MyProject#egg=MyProject' BUILD_MAP LOAD_CONST 'git+https://git.example.com/MyProject#egg=MyProject' BUILD_LIST LOAD_CONST 'git+https://git.example.com/MyProject#egg=MyProject' BUILD_LIST LOAD_CONST 'vcs with https' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'git+ssh://git.example.com/MyProject#egg=MyProject' BUILD_MAP LOAD_CONST 'git+ssh://git.example.com/MyProject#egg=MyProject' BUILD_LIST LOAD_CONST 'git+ssh://git.example.com/MyProject#egg=MyProject' BUILD_LIST LOAD_CONST 'vcs with ssh' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject' BUILD_MAP LOAD_CONST 'git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject' BUILD_LIST LOAD_CONST 'git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject' BUILD_LIST LOAD_CONST 'vcs with commit hash pin' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'attrs --hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab\t--hash=sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 # ok' BUILD_MAP LOAD_CONST 'attrs --hash sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 --hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab' BUILD_LIST LOAD_CONST 'attrs' BUILD_LIST LOAD_CONST 'hash' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'attrs --hash=sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152\\\n --hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab\n' BUILD_MAP LOAD_CONST 'attrs --hash sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 --hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab' BUILD_LIST LOAD_CONST 'attrs' BUILD_LIST LOAD_CONST 'hash with escaped newline' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 'attrs --hash=sha512:7a91e5a3d1a1238525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a' BUILD_MAP LOAD_CONST 'attrs --hash sha512:7a91e5a3d1a1238525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a' BUILD_LIST LOAD_CONST 'attrs' BUILD_LIST LOAD_CONST 'sha512 hash is supported' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST '\tp @ https://github.com/a/b/c/d.zip ' BUILD_MAP LOAD_CONST 'p@ https://github.com/a/b/c/d.zip' BUILD_LIST LOAD_CONST 'p@ https://github.com/a/b/c/d.zip' BUILD_LIST LOAD_CONST 'whitespace around' LOAD_CONST ('id',) CALL_FUNCTION BUILD_LIST STORE_NAME _REQ_FILE_TEST_CASES LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('req', 'opts', 'requirements', 'as_args') LOAD_NAME _REQ_FILE_TEST_CASES CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' LOAD_CONST 'dict[str, Any]' LOAD_CONST 'list[str]' LOAD_CONST 'list[str]' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'req', 'opts', 'requirements', 'as_args', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_req_file at 0x7fab542efa50, file "f.py", line 407> LOAD_CONST 'test_req_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_req_file LOAD_CONST 'MonkeyPatch' LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('monkeypatch', 'tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_requirements_env_var_present at 0x7fab542ef150, file "f.py", line 427> LOAD_CONST 'test_requirements_env_var_present' MAKE_FUNCTION STORE_NAME test_requirements_env_var_present LOAD_CONST 'MonkeyPatch' LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('monkeypatch', 'tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_requirements_env_var_missing at 0x7fab542ef030, file "f.py", line 437> LOAD_CONST 'test_requirements_env_var_missing' MAKE_FUNCTION STORE_NAME test_requirements_env_var_missing LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'flag' LOAD_CONST '-r' LOAD_CONST '--requirement' BUILD_LIST CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'flag', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_requirements_txt_transitive at 0x7fab542ef5d0, file "f.py", line 447> LOAD_CONST 'test_requirements_txt_transitive' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_requirements_txt_transitive LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('raw', 'error') LOAD_CONST ('--pre something', 'unrecognized arguments: something') LOAD_CONST ('--missing', 'unrecognized arguments: --missing') LOAD_CONST ('--index-url a b', 'unrecognized arguments: b') LOAD_CONST ('--index-url', 'argument -i/--index-url/--pypi-url: expected one argument') LOAD_CONST ('-k', 'unrecognized arguments: -k') BUILD_LIST CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' LOAD_CONST 'CaptureFixture' LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'raw', 'capfd', 'error', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_bad_line at 0x7fab542ef300, file "f.py", line 463> LOAD_CONST 'test_bad_line' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_bad_line LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_requirements_file_missing at 0x7fab542ef270, file "f.py", line 484> LOAD_CONST 'test_requirements_file_missing' MAKE_FUNCTION STORE_NAME test_requirements_file_missing LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'flag' LOAD_CONST '-c' LOAD_CONST '--constraint' BUILD_LIST CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'flag', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_constraint_txt_expanded at 0x7fab42696c00, file "f.py", line 492> LOAD_CONST 'test_constraint_txt_expanded' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_constraint_txt_expanded LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME sys LOAD_ATTR platform LOAD_CONST 'win32' COMPARE_OP == LOAD_CONST 'on windows the escaped \\ is overloaded by path separator' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_req_path_with_space_escape at 0x7fab64189e40, file "f.py", line 505> LOAD_CONST 'test_req_path_with_space_escape' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_req_path_with_space_escape LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'hash_value' LOAD_CONST 'sha256:a' LOAD_CONST 'sha256:xxxxxxxxxx123456789012345678901234567890123456789012345678901234' LOAD_CONST 'sha512:thisshouldfail8525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a' BUILD_LIST CALL_METHOD LOAD_CONST 'str' LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('hash_value', 'tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_bad_hash at 0x7fab64189b70, file "f.py", line 524> LOAD_CONST 'test_bad_hash' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_bad_hash LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'codec' LOAD_CONST 'utf-8' LOAD_CONST 'utf-16' LOAD_CONST 'utf-32' BUILD_LIST CALL_METHOD LOAD_CONST 'str' LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('codec', 'tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_custom_file_encoding at 0x7fab64189390, file "f.py", line 541> LOAD_CONST 'test_custom_file_encoding' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_custom_file_encoding LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_parsed_requirement_properties at 0x7fab64189d20, file "f.py", line 550> EXTENDED_ARG LOAD_CONST 'test_parsed_requirement_properties' MAKE_FUNCTION STORE_NAME test_parsed_requirement_properties LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_parsed_requirement_repr_with_opt at 0x7fab64189150, file "f.py", line 558> EXTENDED_ARG LOAD_CONST 'test_parsed_requirement_repr_with_opt' MAKE_FUNCTION STORE_NAME test_parsed_requirement_repr_with_opt LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_parsed_requirement_repr_no_opt at 0x7fab641898a0, file "f.py", line 563> EXTENDED_ARG LOAD_CONST 'test_parsed_requirement_repr_no_opt' MAKE_FUNCTION STORE_NAME test_parsed_requirement_repr_no_opt LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'flag' LOAD_CONST '-r' LOAD_CONST '--requirement' LOAD_CONST '-c' LOAD_CONST '--constraint' BUILD_LIST CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' EXTENDED_ARG LOAD_CONST 'MockerFixture' LOAD_CONST 'None' EXTENDED_ARG LOAD_CONST ('tmp_path', 'flag', 'mocker', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_req_over_http at 0x7fab64189270, file "f.py", line 570> EXTENDED_ARG LOAD_CONST 'test_req_over_http' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_req_over_http LOAD_CONST 'Path' EXTENDED_ARG LOAD_CONST 'MockerFixture' LOAD_CONST 'None' EXTENDED_ARG LOAD_CONST ('tmp_path', 'mocker', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_req_over_http_has_req at 0x7fab64189780, file "f.py", line 586> EXTENDED_ARG LOAD_CONST 'test_req_over_http_has_req' MAKE_FUNCTION STORE_NAME test_req_over_http_has_req LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize EXTENDED_ARG LOAD_CONST 'loc' EXTENDED_ARG LOAD_CONST 'file://' EXTENDED_ARG LOAD_CONST 'file://localhost' BUILD_LIST CALL_METHOD LOAD_CONST 'Path' LOAD_CONST 'str' LOAD_CONST 'None' EXTENDED_ARG LOAD_CONST ('tmp_path', 'loc', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_requirement_via_file_protocol at 0x7fab641895d0, file "f.py", line 609> EXTENDED_ARG LOAD_CONST 'test_requirement_via_file_protocol' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_requirement_via_file_protocol LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_requirement_via_file_protocol_na at 0x7fab64189030, file "f.py", line 628> EXTENDED_ARG LOAD_CONST 'test_requirement_via_file_protocol_na' MAKE_FUNCTION STORE_NAME test_requirement_via_file_protocol_na LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP EXTENDED_ARG LOAD_CONST <code object test_requirement_to_path_one_level_up at 0x7fab64189660, file "f.py", line 644> EXTENDED_ARG LOAD_CONST 'test_requirement_to_path_one_level_up' MAKE_FUNCTION STORE_NAME test_requirement_to_path_one_level_up LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_txt LOAD_FAST requirements_txt LOAD_METHOD write_text LOAD_FAST req CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_txt LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_FAST req_file LOAD_ATTR as_root_args LOAD_FAST as_args COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST req_file CALL_FUNCTION LOAD_CONST '-r ' LOAD_FAST requirements_txt FORMAT_VALUE BUILD_STRING COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION LOAD_CONST ':none:' BUILD_SET LOAD_FAST opts LOAD_METHOD values CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST opts JUMP_FORWARD to 94 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fabdc1d0c00, file "f.py", line 423> LOAD_CONST 'test_req_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_FAST requirements COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST monkeypatch LOAD_METHOD setenv LOAD_CONST 'ENV_VAR' LOAD_CONST 'beta' CALL_METHOD POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_CONST '${ENV_VAR} >= 1' CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab542ef540, file "f.py", line 433> LOAD_CONST 'test_requirements_env_var_present.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST 'beta>=1' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST monkeypatch LOAD_ATTR delenv LOAD_CONST 'ENV_VAR' LOAD_CONST False LOAD_CONST ('raising',) CALL_FUNCTION POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_CONST '${ENV_VAR}' CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab542ef420, file "f.py", line 443> LOAD_CONST 'test_requirements_env_var_missing.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST '.' LOAD_GLOBAL os LOAD_ATTR sep FORMAT_VALUE LOAD_CONST '${ENV_VAR}' BUILD_STRING BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'other-requirements.txt' BINARY_TRUE_DIVIDE STORE_FAST other_req LOAD_FAST other_req LOAD_METHOD write_text LOAD_CONST 'magic\nmagical' CALL_METHOD POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_FAST flag FORMAT_VALUE LOAD_CONST ' other-requirements.txt\n' LOAD_FAST flag FORMAT_VALUE LOAD_CONST ' other-requirements.txt' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_FAST req_file LOAD_ATTR as_root_args LOAD_CONST '-r' LOAD_CONST 'other-requirements.txt' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST req_file LOAD_ATTR as_root_args LOAD_FAST req_file LOAD_ATTR as_root_args COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab542ef0c0, file "f.py", line 459> LOAD_CONST 'test_requirements_txt_transitive.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST 'magic' LOAD_CONST 'magical' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_FAST raw CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST '^' LOAD_FAST error FORMAT_VALUE LOAD_CONST '$' BUILD_STRING LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 68 POP_TOP LOAD_FAST req_file LOAD_ATTR options POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capfd LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_FAST out POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST err POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_CONST '-r one.txt' CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST 'No such file or directory: .*one.txt' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 60 POP_TOP LOAD_FAST req_file LOAD_ATTR options POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'other.txt' BINARY_TRUE_DIVIDE STORE_FAST other_req LOAD_FAST other_req LOAD_METHOD write_text LOAD_CONST 'magic\nmagical\n-i a' CALL_METHOD POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_FAST flag FORMAT_VALUE LOAD_CONST ' other.txt\n' LOAD_FAST flag FORMAT_VALUE LOAD_CONST ' other.txt' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST True LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_FAST req_file LOAD_ATTR as_root_args LOAD_CONST '-c' LOAD_CONST 'other.txt' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION LOAD_CONST 'index_url' LOAD_CONST 'a' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab42696b70, file "f.py", line 501> LOAD_CONST 'test_constraint_txt_expanded.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST '-c magic' LOAD_CONST '-c magical' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'a b' BINARY_TRUE_DIVIDE STORE_FAST dep_requirements_file LOAD_FAST dep_requirements_file LOAD_METHOD write_text LOAD_CONST 'c' CALL_METHOD POP_TOP LOAD_CONST '-r ' LOAD_FAST dep_requirements_file FORMAT_VALUE str BUILD_STRING STORE_FAST path LOAD_FAST path LOAD_CONST None LOAD_GLOBAL len LOAD_CONST 'a b' CALL_FUNCTION UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR FORMAT_VALUE LOAD_CONST 'a\\ b' BUILD_STRING STORE_FAST path LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_FAST requirements_file LOAD_METHOD write_text LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab42696ae0, file "f.py", line 520> LOAD_CONST 'test_req_path_with_space_escape.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST 'c' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_txt LOAD_FAST requirements_txt LOAD_METHOD write_text LOAD_CONST 'attrs --hash ' LOAD_FAST hash_value FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_txt LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST '^argument --hash: ' LOAD_FAST hash_value FORMAT_VALUE LOAD_CONST '$' BUILD_STRING LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 74 POP_TOP LOAD_FAST req_file LOAD_ATTR requirements POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'r.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_file LOAD_CONST 'art' LOAD_METHOD encode LOAD_FAST codec CALL_METHOD STORE_FAST raw LOAD_FAST requirements_file LOAD_METHOD write_bytes LOAD_FAST raw CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_file LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_CONST <code object <listcomp> at 0x7fab64189ae0, file "f.py", line 547> LOAD_CONST 'test_custom_file_encoding.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION LOAD_CONST 'art' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL ParsedRequirement LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 1 BUILD_MAP LOAD_GLOBAL str LOAD_FAST tmp_path CALL_FUNCTION LOAD_CONST 1 CALL_FUNCTION STORE_FAST req LOAD_FAST req LOAD_ATTR options LOAD_CONST 'b' LOAD_CONST 1 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST req LOAD_ATTR requirement CALL_FUNCTION LOAD_CONST 'a' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST req LOAD_ATTR from_file LOAD_GLOBAL str LOAD_FAST tmp_path CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST req LOAD_ATTR lineno LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ParsedRequirement LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 1 BUILD_MAP LOAD_GLOBAL str LOAD_FAST tmp_path CALL_FUNCTION LOAD_CONST 1 CALL_FUNCTION STORE_FAST req LOAD_GLOBAL repr LOAD_FAST req CALL_FUNCTION LOAD_CONST "ParsedRequirement(requirement=a, options={'b': 1})" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL repr LOAD_GLOBAL ParsedRequirement LOAD_CONST 'a' BUILD_MAP LOAD_GLOBAL str LOAD_FAST tmp_path CALL_FUNCTION LOAD_CONST 2 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'ParsedRequirement(requirement=a)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST flag LOAD_CONST frozenset({'-c', '--constraint'}) COMPARE_OP in STORE_FAST is_constraint LOAD_FAST mocker LOAD_ATTR patch LOAD_CONST 'tox.tox_env.python.pip.req.file.urlopen' LOAD_CONST True LOAD_CONST ('autospec',) CALL_FUNCTION STORE_FAST url_open LOAD_GLOBAL BytesIO LOAD_CONST b'-i i\na' CALL_FUNCTION LOAD_FAST url_open LOAD_ATTR return_value LOAD_ATTR __enter__ STORE_ATTR return_value LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_txt LOAD_FAST requirements_txt LOAD_METHOD write_text LOAD_FAST flag FORMAT_VALUE LOAD_CONST ' https://zopefoundation.github.io/Zope/releases/4.5.5/requirements-full.txt' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_txt LOAD_FAST is_constraint LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL str LOAD_FAST req_file CALL_FUNCTION LOAD_CONST '-' LOAD_FAST is_constraint POP_JUMP_IF_FALSE LOAD_CONST 'c' JUMP_FORWARD to 90 LOAD_CONST 'r' FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST requirements_txt FORMAT_VALUE BUILD_STRING COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION LOAD_CONST 'index_url' LOAD_CONST 'i' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab641899c0, file "f.py", line 582> LOAD_CONST 'test_req_over_http.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_FAST is_constraint POP_JUMP_IF_FALSE LOAD_CONST '-c ' JUMP_FORWARD to 160 LOAD_CONST '' FORMAT_VALUE LOAD_CONST 'a' BUILD_STRING BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL contextmanager LOAD_CONST 'str' LOAD_CONST 'Iterator[IO[bytes]]' LOAD_CONST ('url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object enter at 0x7fab64189c90, file "f.py", line 587> LOAD_CONST 'test_req_over_http_has_req.<locals>.enter' MAKE_FUNCTION CALL_FUNCTION STORE_FAST enter LOAD_FAST mocker LOAD_ATTR patch LOAD_CONST 'tox.tox_env.python.pip.req.file.urlopen' LOAD_CONST True LOAD_FAST enter LOAD_CONST ('autospec', 'side_effect') CALL_FUNCTION POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_txt LOAD_FAST requirements_txt LOAD_METHOD write_text LOAD_CONST '-r https://root.org/a.txt' CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_txt LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION LOAD_CONST 'index_url' LOAD_CONST 'i' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab64189a50, file "f.py", line 605> LOAD_CONST 'test_req_over_http_has_req.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST 'a' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST url LOAD_CONST 'https://root.org/a.txt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL BytesIO LOAD_CONST b'-r b.txt' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_FORWARD to 44 LOAD_FAST url LOAD_CONST 'https://root.org/b.txt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL BytesIO LOAD_CONST b'-i i\na' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_FORWARD to 44 LOAD_GLOBAL RuntimeError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'other-requirements.txt' BINARY_TRUE_DIVIDE STORE_FAST other_req LOAD_FAST other_req LOAD_METHOD write_text LOAD_CONST '-i i\na' CALL_METHOD POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_text LOAD_FAST requirements_text LOAD_METHOD write_text LOAD_CONST '-r ' LOAD_FAST loc FORMAT_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST 'win32' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '/' JUMP_FORWARD to 52 LOAD_CONST '' FORMAT_VALUE LOAD_FAST other_req FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_text LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_GLOBAL vars LOAD_FAST req_file LOAD_ATTR options CALL_FUNCTION LOAD_CONST 'index_url' LOAD_CONST 'i' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7fab64189db0, file "f.py", line 624> LOAD_CONST 'test_requirement_via_file_protocol.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST req_file LOAD_ATTR requirements GET_ITER CALL_FUNCTION STORE_FAST found LOAD_FAST found LOAD_CONST 'a' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'other-requirements.txt' BINARY_TRUE_DIVIDE STORE_FAST other_req LOAD_FAST other_req LOAD_METHOD write_text LOAD_CONST '-i i\na' CALL_METHOD POP_TOP LOAD_FAST tmp_path LOAD_CONST 'req.txt' BINARY_TRUE_DIVIDE STORE_FAST requirements_text LOAD_FAST requirements_text LOAD_METHOD write_text LOAD_CONST '-r file://magic.com' LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST 'win32' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '/' JUMP_FORWARD to 48 LOAD_CONST '' FORMAT_VALUE LOAD_FAST other_req FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST requirements_text LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_CONST "non-local file URIs are not supported on this platform: 'file://magic\\.com\\.*" STORE_FAST pattern LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST pattern LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 106 POP_TOP LOAD_FAST req_file LOAD_ATTR options POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'other.txt' BINARY_TRUE_DIVIDE STORE_FAST other_req LOAD_FAST other_req LOAD_METHOD write_text LOAD_CONST '-e ..' CALL_METHOD POP_TOP LOAD_GLOBAL RequirementsFile LOAD_FAST other_req LOAD_CONST False LOAD_CONST ('constraint',) CALL_FUNCTION STORE_FAST req_file LOAD_FAST req_file LOAD_ATTR requirements STORE_FAST result LOAD_FAST result LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR requirement LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_ATTR parent LOAD_METHOD resolve CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
from __future__ import annotations import os import sys from contextlib import contextmanager from io import BytesIO from typing import IO, TYPE_CHECKING, Any, Iterator import pytest from tox.tox_env.python.pip.req.file import ParsedRequirement, RequirementsFile if TYPE_CHECKING: from pathlib import Path from pytest_mock import MockerFixture from tox.pytest import CaptureFixture, MonkeyPatch _REQ_FILE_TEST_CASES = [ pytest.param("--pre", {"pre": True}, [], ["--pre"], id="pre"), pytest.param("--no-index", {"index_url": []}, [], ["--no-index"], id="no-index"), pytest.param( "--no-index\n-i a\n--no-index", {"index_url": []}, [], ["--no-index"], id="no-index overwrites index", ), pytest.param( "--prefer-binary", {"prefer_binary": True}, [], ["--prefer-binary"], id="prefer-binary", ), pytest.param( "--require-hashes", {"require_hashes": True}, [], ["--require-hashes"], id="requires-hashes", ), pytest.param("--pre ", {"pre": True}, [], ["--pre"], id="space after"), pytest.param(" --pre", {"pre": True}, [], ["--pre"], id="space before"), pytest.param("--pre\\\n", {"pre": True}, [], ["--pre"], id="newline after"), pytest.param( "--pre # magic", {"pre": True}, [], ["--pre"], id="comment after space" ), pytest.param( "--pre\t# magic", {"pre": True}, [], ["--pre"], id="comment after tab" ), pytest.param( "--find-links /my/local/archives", {"find_links": ["/my/local/archives"]}, [], ["-f", "/my/local/archives"], id="find-links path", ), pytest.param( "--find-links /my/local/archives --find-links /my/local/archives", {"find_links": ["/my/local/archives"]}, [], ["-f", "/my/local/archives"], id="find-links duplicate same line", ), pytest.param( "--find-links /my/local/archives\n--find-links /my/local/archives", {"find_links": ["/my/local/archives"]}, [], ["-f", "/my/local/archives"], id="find-links duplicate different line", ), pytest.param( "--find-links \\\n/my/local/archives", {"find_links": ["/my/local/archives"]}, [], ["-f", "/my/local/archives"], id="find-links newline path", ), pytest.param( "--find-links http://some.archives.com/archives", {"find_links": ["http://some.archives.com/archives"]}, [], ["-f", "http://some.archives.com/archives"], id="find-links url", ), pytest.param( "--index-url a --find-links http://some.archives.com/archives", { "index_url": ["a"], "find_links": ["http://some.archives.com/archives"], }, [], ["-i", "a", "-f", "http://some.archives.com/archives"], id="index and find", ), pytest.param("-i a", {"index_url": ["a"]}, [], ["-i", "a"], id="index url short"), pytest.param( "--index-url a", {"index_url": ["a"]}, [], ["-i", "a"], id="index url long" ), pytest.param( "-i a -i b\n-i c", {"index_url": ["c"]}, [], ["-i", "c"], id="index url multiple", ), pytest.param( "--extra-index-url a", {"index_url": ["https://pypi.org/simple", "a"]}, [], ["--extra-index-url", "a"], id="extra-index-url", ), pytest.param( "--extra-index-url a --extra-index-url a", {"index_url": ["https://pypi.org/simple", "a"]}, [], ["--extra-index-url", "a"], id="extra-index-url dup same line", ), pytest.param( "--extra-index-url a\n--extra-index-url a", {"index_url": ["https://pypi.org/simple", "a"]}, [], ["--extra-index-url", "a"], id="extra-index-url dup different line", ), pytest.param("-e a", {}, ["-e a"], ["-e", "a"], id="e"), pytest.param("--editable a", {}, ["-e a"], ["-e", "a"], id="editable"), pytest.param( "--editable .[2,1]", {}, ["-e .[1,2]"], ["-e", ".[1,2]"], id="editable extra" ), pytest.param( ".[\t, a1. , B2-\t, C3_, ]", {}, [".[B2-,C3_,a1.]"], [".[B2-,C3_,a1.]"], id="path with extra", ), pytest.param( ".[a.1]", {}, [f".{os.sep}.[a.1]"], [f".{os.sep}.[a.1]"], id="path with invalid extra is path", ), pytest.param("-f a", {"find_links": ["a"]}, [], ["-f", "a"], id="f"), pytest.param( "--find-links a", {"find_links": ["a"]}, [], ["-f", "a"], id="find-links" ), pytest.param( "--trusted-host a", {"trusted_hosts": ["a"]}, [], ["--trusted-host", "a"], id="trusted-host", ), pytest.param( "--trusted-host a --trusted-host a", {"trusted_hosts": ["a"]}, [], ["--trusted-host", "a"], id="trusted-host dup same line", ), pytest.param( "--trusted-host a\n--trusted-host a", {"trusted_hosts": ["a"]}, [], ["--trusted-host", "a"], id="trusted-host dup different line", ), pytest.param( "--use-feature 2020-resolver", {"features_enabled": ["2020-resolver"]}, [], ["--use-feature", "2020-resolver"], id="use-feature space", ), pytest.param( "--use-feature=fast-deps", {"features_enabled": ["fast-deps"]}, [], ["--use-feature", "fast-deps"], id="use-feature equal", ), pytest.param( "--use-feature=fast-deps --use-feature 2020-resolver", {"features_enabled": ["2020-resolver", "fast-deps"]}, [], ["--use-feature", "2020-resolver", "--use-feature", "fast-deps"], id="use-feature multiple same line", ), pytest.param( "--use-feature=fast-deps\n--use-feature 2020-resolver", {"features_enabled": ["2020-resolver", "fast-deps"]}, [], ["--use-feature", "2020-resolver", "--use-feature", "fast-deps"], id="use-feature multiple different line", ), pytest.param( "--use-feature=fast-deps\n--use-feature 2020-resolver\n" * 2, {"features_enabled": ["2020-resolver", "fast-deps"]}, [], ["--use-feature", "2020-resolver", "--use-feature", "fast-deps"], id="use-feature multiple duplicate different line", ), pytest.param( "--no-binary :all:", {"no_binary": {":all:"}}, [], ["--no-binary", {":all:"}], id="no-binary all", ), pytest.param( "--no-binary :none:", {"no_binary": {":none:"}}, [], [], id="no-binary none" ), pytest.param( "--only-binary :all:", {"only_binary": {":all:"}}, [], ["--only-binary", {":all:"}], id="only-binary all", ), pytest.param( "--only-binary :none:", {"only_binary": {":none:"}}, [], [], id="only-binary none", ), pytest.param( "--no-binary=foo --only-binary=foo", {"only_binary": {"foo"}}, [], ["--only-binary", {"foo"}], id="no-binary-and-only-binary", ), pytest.param( "--no-binary=foo --no-binary=:none:", {}, [], [], id="no-binary-none-last", ), pytest.param( "--only-binary=:none: --no-binary=foo", {"no_binary": {"foo"}}, [], ["--no-binary", {"foo"}], id="no-binary-none-first", ), pytest.param( "--only-binary foo; sys_platform == 'aix'", {"only_binary": {"foo;"}}, [], ["--only-binary", {"foo;"}], id="only-binary-and-env-marker", ), pytest.param("####### example-requirements.txt #######", {}, [], [], id="comment"), pytest.param( "\t##### Requirements without Version Specifiers ######", {}, [], [], id="tab and comment", ), pytest.param(" # start", {}, [], [], id="space and comment"), pytest.param("nose", {}, ["nose"], ["nose"], id="req"), pytest.param("nose\nnose", {}, ["nose"], ["nose"], id="req dup"), pytest.param( "numpy[2,1] @ file://./downloads/numpy-1.9.2-cp34-none-win32.whl", {}, ["numpy[1,2]@ file://./downloads/numpy-1.9.2-cp34-none-win32.whl"], ["numpy[1,2]@ file://./downloads/numpy-1.9.2-cp34-none-win32.whl"], id="path with name-extra-protocol", ), pytest.param( "docopt == 0.6.1 # Version Matching. Must be version 0.6.1", {}, ["docopt==0.6.1"], ["docopt==0.6.1"], id="req equal comment", ), pytest.param( "keyring >= 4.1.1 # Minimum version 4.1.1", {}, ["keyring>=4.1.1"], ["keyring>=4.1.1"], id="req ge comment", ), pytest.param( "coverage != 3.5 # Version Exclusion. Anything except version 3.5", {}, ["coverage!=3.5"], ["coverage!=3.5"], id="req ne comment", ), pytest.param( "Mopidy-Dirble ~= 1.1 # Compatible release. Same as >= 1.1, == 1.*", {}, ["Mopidy-Dirble~=1.1"], ["Mopidy-Dirble~=1.1"], id="req approx comment", ), pytest.param("b==1.3", {}, ["b==1.3"], ["b==1.3"], id="req eq"), pytest.param("c >=1.2,<2.0", {}, ["c<2.0,>=1.2"], ["c<2.0,>=1.2"], id="req ge lt"), pytest.param("d[bar,foo]", {}, ["d[bar,foo]"], ["d[bar,foo]"], id="req extras"), pytest.param( "d[foo, bar]", {}, ["d[bar,foo]"], ["d[bar,foo]"], id="req extras space" ), pytest.param( "d[foo,\tbar]", {}, ["d[bar,foo]"], ["d[bar,foo]"], id="req extras tab" ), pytest.param("e~=1.4.2", {}, ["e~=1.4.2"], ["e~=1.4.2"], id="req approx"), pytest.param( "f ==5.4 ; python_version < '2.7'", {}, ['f==5.4; python_version < "2.7"'], ['f==5.4; python_version < "2.7"'], id="python version filter", ), pytest.param( "g; sys_platform == 'win32'", {}, ['g; sys_platform == "win32"'], ['g; sys_platform == "win32"'], id="platform filter", ), pytest.param( "http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl", {}, ["http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl"], ["http://w.org/w_P-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl"], id="http URI", ), pytest.param( "git+https://git.example.com/MyProject#egg=MyProject", {}, ["git+https://git.example.com/MyProject#egg=MyProject"], ["git+https://git.example.com/MyProject#egg=MyProject"], id="vcs with https", ), pytest.param( "git+ssh://git.example.com/MyProject#egg=MyProject", {}, ["git+ssh://git.example.com/MyProject#egg=MyProject"], ["git+ssh://git.example.com/MyProject#egg=MyProject"], id="vcs with ssh", ), pytest.param( "git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject", {}, [ "git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject" ], [ "git+https://git.example.com/MyProject.git@da39a3ee5e6b4b0d3255bfef95601890afd80709#egg=MyProject" ], id="vcs with commit hash pin", ), pytest.param( "attrs --hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04" "912224782ab\t--hash=sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 # ok", {}, [ "attrs --hash sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 --hash sha384:" "142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab", ], ["attrs"], id="hash", ), pytest.param( "attrs --hash=sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152\\\n " "--hash sha384:142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5" "e2ff2c528ecae04912224782ab\n", {}, [ "attrs --hash sha256:af957b369adcd07e5b3c64d2cdb76d6808c5e0b16c35ca41c79c8eee34808152 --hash sha384:" "142d9b02f3f4511ccabf6c14bd34d2b0a9ed043a898228b48343cfdf4eb10856ef7ad5e2ff2c528ecae04912224782ab", ], ["attrs"], id="hash with escaped newline", ), pytest.param( "attrs --hash=sha512:7a91e5a3d1a1238525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814" "dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a", {}, [ "attrs --hash sha512:7a91e5a3d1a1238525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814" "dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a", ], ["attrs"], id="sha512 hash is supported", ), pytest.param( "\tp @ https://github.com/a/b/c/d.zip ", {}, ["p@ https://github.com/a/b/c/d.zip"], ["p@ https://github.com/a/b/c/d.zip"], id="whitespace around", ), ] @pytest.mark.parametrize( ("req", "opts", "requirements", "as_args"), _REQ_FILE_TEST_CASES ) def test_req_file( tmp_path: Path, req: str, opts: dict[str, Any], requirements: list[str], as_args: list[str], ) -> None: requirements_txt = tmp_path / "req.txt" requirements_txt.write_text(req) req_file = RequirementsFile(requirements_txt, constraint=False) assert req_file.as_root_args == as_args assert str(req_file) == f"-r {requirements_txt}" assert vars(req_file.options) == (opts if {":none:"} not in opts.values() else {}) found = [str(i) for i in req_file.requirements] assert found == requirements def test_requirements_env_var_present(monkeypatch: MonkeyPatch, tmp_path: Path) -> None: monkeypatch.setenv("ENV_VAR", "beta") requirements_file = tmp_path / "req.txt" requirements_file.write_text("${ENV_VAR} >= 1") req_file = RequirementsFile(requirements_file, constraint=False) assert vars(req_file.options) == {} found = [str(i) for i in req_file.requirements] assert found == ["beta>=1"] def test_requirements_env_var_missing(monkeypatch: MonkeyPatch, tmp_path: Path) -> None: monkeypatch.delenv("ENV_VAR", raising=False) requirements_file = tmp_path / "req.txt" requirements_file.write_text("${ENV_VAR}") req_file = RequirementsFile(requirements_file, constraint=False) assert vars(req_file.options) == {} found = [str(i) for i in req_file.requirements] assert found == [f".{os.sep}${{ENV_VAR}}"] @pytest.mark.parametrize("flag", ["-r", "--requirement"]) def test_requirements_txt_transitive(tmp_path: Path, flag: str) -> None: other_req = tmp_path / "other-requirements.txt" other_req.write_text("magic\nmagical") requirements_file = tmp_path / "req.txt" requirements_file.write_text( f"{flag} other-requirements.txt\n{flag} other-requirements.txt" ) req_file = RequirementsFile(requirements_file, constraint=False) assert req_file.as_root_args == ["-r", "other-requirements.txt"] assert req_file.as_root_args is req_file.as_root_args # check it's cached assert vars(req_file.options) == {} found = [str(i) for i in req_file.requirements] assert found == ["magic", "magical"] @pytest.mark.parametrize( ("raw", "error"), [ ("--pre something", "unrecognized arguments: something"), ("--missing", "unrecognized arguments: --missing"), ("--index-url a b", "unrecognized arguments: b"), ("--index-url", "argument -i/--index-url/--pypi-url: expected one argument"), ("-k", "unrecognized arguments: -k"), ], ) def test_bad_line(tmp_path: Path, raw: str, capfd: CaptureFixture, error: str) -> None: requirements_file = tmp_path / "req.txt" requirements_file.write_text(raw) req_file = RequirementsFile(requirements_file, constraint=False) with pytest.raises(ValueError, match=f"^{error}$"): assert req_file.options out, err = capfd.readouterr() assert not out assert not err def test_requirements_file_missing(tmp_path: Path) -> None: requirements_file = tmp_path / "req.txt" requirements_file.write_text("-r one.txt") req_file = RequirementsFile(requirements_file, constraint=False) with pytest.raises(ValueError, match="No such file or directory: .*one.txt"): assert req_file.options @pytest.mark.parametrize("flag", ["-c", "--constraint"]) def test_constraint_txt_expanded(tmp_path: Path, flag: str) -> None: other_req = tmp_path / "other.txt" other_req.write_text("magic\nmagical\n-i a") requirements_file = tmp_path / "req.txt" requirements_file.write_text(f"{flag} other.txt\n{flag} other.txt") req_file = RequirementsFile(requirements_file, constraint=True) assert req_file.as_root_args == ["-c", "other.txt"] assert vars(req_file.options) == {"index_url": ["a"]} found = [str(i) for i in req_file.requirements] assert found == ["-c magic", "-c magical"] @pytest.mark.skipif( sys.platform == "win32", reason=r"on windows the escaped \ is overloaded by path separator", ) def test_req_path_with_space_escape(tmp_path: Path) -> None: dep_requirements_file = tmp_path / "a b" dep_requirements_file.write_text("c") path = f"-r {dep_requirements_file!s}" path = f'{path[:-len("a b")]}a\\ b' requirements_file = tmp_path / "req.txt" requirements_file.write_text(path) req_file = RequirementsFile(requirements_file, constraint=False) assert vars(req_file.options) == {} found = [str(i) for i in req_file.requirements] assert found == ["c"] @pytest.mark.parametrize( "hash_value", [ "sha256:a", "sha256:xxxxxxxxxx123456789012345678901234567890123456789012345678901234", "sha512:thisshouldfail8525e477385ef5ee6cecdc8f8fcc2a79d1b35a9f57ad15c814" "dada670026f41fdd62e5e10b3fd75d6112704a9521c3df105f0b6f3bb11b128a", ], ) def test_bad_hash(hash_value: str, tmp_path: Path) -> None: requirements_txt = tmp_path / "req.txt" requirements_txt.write_text(f"attrs --hash {hash_value}") req_file = RequirementsFile(requirements_txt, constraint=False) with pytest.raises(ValueError, match=f"^argument --hash: {hash_value}$"): assert req_file.requirements @pytest.mark.parametrize("codec", ["utf-8", "utf-16", "utf-32"]) def test_custom_file_encoding(codec: str, tmp_path: Path) -> None: requirements_file = tmp_path / "r.txt" raw = "art".encode(codec) requirements_file.write_bytes(raw) req_file = RequirementsFile(requirements_file, constraint=False) assert [str(i) for i in req_file.requirements] == ["art"] def test_parsed_requirement_properties(tmp_path: Path) -> None: req = ParsedRequirement("a", {"b": 1}, str(tmp_path), 1) assert req.options == {"b": 1} assert str(req.requirement) == "a" assert req.from_file == str(tmp_path) assert req.lineno == 1 def test_parsed_requirement_repr_with_opt(tmp_path: Path) -> None: req = ParsedRequirement("a", {"b": 1}, str(tmp_path), 1) assert repr(req) == "ParsedRequirement(requirement=a, options={'b': 1})" def test_parsed_requirement_repr_no_opt(tmp_path: Path) -> None: assert ( repr(ParsedRequirement("a", {}, str(tmp_path), 2)) == "ParsedRequirement(requirement=a)" ) @pytest.mark.parametrize("flag", ["-r", "--requirement", "-c", "--constraint"]) def test_req_over_http(tmp_path: Path, flag: str, mocker: MockerFixture) -> None: is_constraint = flag in {"-c", "--constraint"} url_open = mocker.patch("tox.tox_env.python.pip.req.file.urlopen", autospec=True) url_open.return_value.__enter__.return_value = BytesIO(b"-i i\na") requirements_txt = tmp_path / "req.txt" requirements_txt.write_text( f"{flag} https://zopefoundation.github.io/Zope/releases/4.5.5/requirements-full.txt" ) req_file = RequirementsFile(requirements_txt, constraint=is_constraint) assert str(req_file) == f"-{'c' if is_constraint else 'r'} {requirements_txt}" assert vars(req_file.options) == {"index_url": ["i"]} found = [str(i) for i in req_file.requirements] assert found == [f"{'-c ' if is_constraint else ''}a"] def test_req_over_http_has_req(tmp_path: Path, mocker: MockerFixture) -> None: @contextmanager def enter(url: str) -> Iterator[IO[bytes]]: if url == "https://root.org/a.txt": yield BytesIO(b"-r b.txt") elif url == "https://root.org/b.txt": yield BytesIO(b"-i i\na") else: # pragma: no cover raise RuntimeError # pragma: no cover mocker.patch( "tox.tox_env.python.pip.req.file.urlopen", autospec=True, side_effect=enter ) requirements_txt = tmp_path / "req.txt" requirements_txt.write_text("-r https://root.org/a.txt") req_file = RequirementsFile(requirements_txt, constraint=False) assert vars(req_file.options) == {"index_url": ["i"]} found = [str(i) for i in req_file.requirements] assert found == ["a"] @pytest.mark.parametrize( "loc", ["file://", "file://localhost"], ) def test_requirement_via_file_protocol(tmp_path: Path, loc: str) -> None: other_req = tmp_path / "other-requirements.txt" other_req.write_text("-i i\na") requirements_text = tmp_path / "req.txt" requirements_text.write_text( f"-r {loc}{'/' if sys.platform == 'win32' else ''}{other_req}" ) req_file = RequirementsFile(requirements_text, constraint=False) assert vars(req_file.options) == {"index_url": ["i"]} found = [str(i) for i in req_file.requirements] assert found == ["a"] def test_requirement_via_file_protocol_na(tmp_path: Path) -> None: other_req = tmp_path / "other-requirements.txt" other_req.write_text("-i i\na") requirements_text = tmp_path / "req.txt" requirements_text.write_text( f"-r file://magic.com{'/' if sys.platform == 'win32' else ''}{other_req}" ) req_file = RequirementsFile(requirements_text, constraint=False) pattern = ( r"non-local file URIs are not supported on this platform: 'file://magic\.com\.*" ) with pytest.raises(ValueError, match=pattern): assert req_file.options def test_requirement_to_path_one_level_up(tmp_path: Path) -> None: other_req = tmp_path / "other.txt" other_req.write_text("-e ..") req_file = RequirementsFile(other_req, constraint=False) result = req_file.requirements assert result[0].requirement == str(tmp_path.parent.resolve())
data/tox-4.13.0/tests/tox_env/python/pip/req/test_file.py
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9,025
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LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 0 LOAD_CONST ('version',) IMPORT_NAME ansible_collections.community.rabbitmq.plugins.module_utils IMPORT_FROM version STORE_NAME version POP_TOP LOAD_CONST 0 LOAD_CONST ('rabbitmq_user',) IMPORT_NAME ansible_collections.community.rabbitmq.plugins.modules IMPORT_FROM rabbitmq_user STORE_NAME rabbitmq_user POP_TOP LOAD_CONST 0 LOAD_CONST ('six',) IMPORT_NAME ansible.module_utils IMPORT_FROM six STORE_NAME six POP_TOP LOAD_CONST 0 LOAD_CONST ('chain',) IMPORT_NAME itertools IMPORT_FROM chain STORE_NAME chain POP_TOP LOAD_NAME six LOAD_ATTR PY3 POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('zip_longest',) IMPORT_NAME itertools IMPORT_FROM zip_longest STORE_NAME zip_longest POP_TOP JUMP_FORWARD to 104 LOAD_CONST 0 LOAD_CONST ('izip_longest',) IMPORT_NAME itertools IMPORT_FROM izip_longest STORE_NAME zip_longest POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME ansible_collections.community.rabbitmq.tests.unit.compat.mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST ('AnsibleExitJson', 'AnsibleFailJson', 'ModuleTestCase', 'set_module_args') IMPORT_NAME ansible_collections.community.rabbitmq.tests.unit.modules.utils IMPORT_FROM AnsibleExitJson STORE_NAME AnsibleExitJson IMPORT_FROM AnsibleFailJson STORE_NAME AnsibleFailJson IMPORT_FROM ModuleTestCase STORE_NAME ModuleTestCase IMPORT_FROM set_module_args STORE_NAME set_module_args POP_TOP LOAD_CONST 0 LOAD_CONST ('rabbitmq_3_6_status', 'rabbitmq_3_7_status', 'rabbitmq_3_8_status') IMPORT_NAME ansible_collections.community.rabbitmq.tests.unit.modules.rabbitmq_user_fixtures IMPORT_FROM rabbitmq_3_6_status STORE_NAME rabbitmq_3_6_status IMPORT_FROM rabbitmq_3_7_status STORE_NAME rabbitmq_3_7_status IMPORT_FROM rabbitmq_3_8_status STORE_NAME rabbitmq_3_8_status POP_TOP LOAD_CONST <code object flatten at 0x7fab4277ed20, file "f.py", line 30> LOAD_CONST 'flatten' MAKE_FUNCTION STORE_NAME flatten LOAD_CONST <code object lists_equal at 0x7faa7c181390, file "f.py", line 34> LOAD_CONST 'lists_equal' MAKE_FUNCTION STORE_NAME lists_equal LOAD_BUILD_CLASS LOAD_CONST <code object TestRabbitMQUserModule at 0x7faa75e3c4b0, file "f.py", line 38> LOAD_CONST 'TestRabbitMQUserModule' MAKE_FUNCTION LOAD_CONST 'TestRabbitMQUserModule' LOAD_NAME ModuleTestCase CALL_FUNCTION STORE_NAME TestRabbitMQUserModule LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL chain LOAD_FAST args CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL all LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7faa7c21b810, file "f.py", line 35> LOAD_CONST 'lists_equal.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL zip_longest LOAD_FAST l1 LOAD_FAST l2 CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST t LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST t LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestRabbitMQUserModule' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setUp at 0x7faa7c277270, file "f.py", line 39> LOAD_CONST 'TestRabbitMQUserModule.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object tearDown at 0x7faa7c277b70, file "f.py", line 43> LOAD_CONST 'TestRabbitMQUserModule.tearDown' MAKE_FUNCTION STORE_NAME tearDown LOAD_CONST ('',) LOAD_CONST <code object _assert at 0x7faa7c277540, file "f.py", line 46> LOAD_CONST 'TestRabbitMQUserModule._assert' MAKE_FUNCTION STORE_NAME _assert LOAD_CONST <code object test_without_required_parameters at 0x7faa7c277780, file "f.py", line 54> LOAD_CONST 'TestRabbitMQUserModule.test_without_required_parameters' MAKE_FUNCTION STORE_NAME test_without_required_parameters LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_CONST <code object test_permissions_with_same_vhost at 0x7faa7c277c00, file "f.py", line 60> LOAD_CONST 'TestRabbitMQUserModule.test_permissions_with_same_vhost' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_permissions_with_same_vhost LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_CONST <code object test_topic_permissions_with_same_vhost at 0x7faa7c277db0, file "f.py", line 86> LOAD_CONST 'TestRabbitMQUserModule.test_topic_permissions_with_same_vhost' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_topic_permissions_with_same_vhost LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.get' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.check_password' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_permissions_modifications' CALL_FUNCTION LOAD_CONST <code object test_password_changes_only_when_needed at 0x7faa75f60150, file "f.py", line 116> LOAD_CONST 'TestRabbitMQUserModule.test_password_changes_only_when_needed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_password_changes_only_when_needed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_CONST <code object test_same_permissions_not_changing at 0x7faa75f600c0, file "f.py", line 161> LOAD_CONST 'TestRabbitMQUserModule.test_same_permissions_not_changing' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_same_permissions_not_changing LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_CONST <code object test_same_topic_permissions_not_changing at 0x7faa75f60ed0, file "f.py", line 210> LOAD_CONST 'TestRabbitMQUserModule.test_same_topic_permissions_not_changing' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_same_topic_permissions_not_changing LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule' CALL_FUNCTION LOAD_CONST <code object test_status_can_be_parsed at 0x7faa75f60c00, file "f.py", line 266> LOAD_CONST 'TestRabbitMQUserModule.test_status_can_be_parsed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_status_can_be_parsed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_CONST <code object test_permissions_are_fixed at 0x7faa75f60b70, file "f.py", line 357> LOAD_CONST 'TestRabbitMQUserModule.test_permissions_are_fixed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_permissions_are_fixed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_CONST <code object test_topic_permissions_are_fixed at 0x7faa75f608a0, file "f.py", line 445> LOAD_CONST 'TestRabbitMQUserModule.test_topic_permissions_are_fixed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_topic_permissions_are_fixed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications' CALL_FUNCTION LOAD_CONST <code object test_topic_permissions_defaults at 0x7faa75f605d0, file "f.py", line 561> LOAD_CONST 'TestRabbitMQUserModule.test_topic_permissions_defaults' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_topic_permissions_defaults LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule.get_bin_path' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions' CALL_FUNCTION LOAD_CONST <code object test_tags_are_fixed at 0x7faa75e3c030, file "f.py", line 635> LOAD_CONST 'TestRabbitMQUserModule.test_tags_are_fixed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_tags_are_fixed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule' CALL_FUNCTION LOAD_CONST <code object test_user_json_data_can_be_parsed at 0x7faa75e3c1e0, file "f.py", line 685> LOAD_CONST 'TestRabbitMQUserModule.test_user_json_data_can_be_parsed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_user_json_data_can_be_parsed LOAD_NAME patch LOAD_CONST 'ansible.module_utils.basic.AnsibleModule' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec' CALL_FUNCTION LOAD_NAME patch LOAD_CONST 'ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version' CALL_FUNCTION LOAD_CONST <code object test_non_bulk_permissions_are_parsed_and_set at 0x7faa75e3c420, file "f.py", line 772> LOAD_CONST 'TestRabbitMQUserModule.test_non_bulk_permissions_are_parsed_and_set' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_non_bulk_permissions_are_parsed_and_set LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestRabbitMQUserModule LOAD_FAST self CALL_FUNCTION LOAD_METHOD setUp CALL_METHOD POP_TOP LOAD_GLOBAL rabbitmq_user LOAD_FAST self STORE_ATTR module LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestRabbitMQUserModule LOAD_FAST self CALL_FUNCTION LOAD_METHOD tearDown CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST exc LOAD_FAST attribute CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST exc LOAD_ATTR message LOAD_FAST attribute BINARY_SUBSCR JUMP_FORWARD to 32 LOAD_FAST exc LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST attribute BINARY_SUBSCR STORE_FAST value LOAD_FAST value LOAD_FAST expected_value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL AnsibleFailJson CALL_METHOD SETUP_WITH to 34 POP_TOP LOAD_GLOBAL set_module_args BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST 'vhost' LOAD_CONST '/' BUILD_MAP LOAD_CONST 'vhost' LOAD_CONST '/' BUILD_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value SETUP_EXCEPT to 64 LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 126 DUP_TOP LOAD_GLOBAL AnsibleFailJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 112 LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'failed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'msg' LOAD_CONST "Error parsing vhost permissions: You can't have two permission dicts for the same vhost" CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 126 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST ('vhost', 'exchange') BUILD_CONST_KEY_MAP LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST ('vhost', 'exchange') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'topic_permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value SETUP_EXCEPT to 68 LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 130 DUP_TOP LOAD_GLOBAL AnsibleFailJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 116 LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'failed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'msg' LOAD_CONST "Error parsing vhost topic_permissions: You can't have two topic permission dicts for the same vhost and the same exchange" CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST 'always' LOAD_CONST ('user', 'password', 'state', 'update_password') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST True LOAD_FAST get STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST True LOAD_FAST check_password STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_permissions_modifications STORE_ATTR return_value SETUP_EXCEPT to 76 LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 138 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 124 LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 138 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '/' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('vhost', 'configure_priv', 'write_priv', 'read_priv') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '/' LOAD_CONST ('read', 'write', 'configure', 'vhost') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST _get_permissions STORE_ATTR return_value LOAD_CONST 'someuser\t[]' LOAD_FAST _exec STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value SETUP_EXCEPT to 96 LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 158 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 144 LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 158 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'topic_permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '/' LOAD_CONST ('configure', 'read', 'write', 'vhost') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST _get_permissions STORE_ATTR return_value LOAD_CONST ('/', 'amq.topic') LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST ('read', 'write', 'vhost', 'exchange') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST _get_topic_permissions STORE_ATTR return_value LOAD_CONST 'someuser\t[]' LOAD_FAST _exec STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value SETUP_EXCEPT to 116 LOAD_FAST self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 178 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 164 LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 178 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST '/rabbitmqctl' LOAD_FAST module LOAD_ATTR get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST '3.6.10' LOAD_CONST '3.6.16' BUILD_LIST STORE_FAST versions SETUP_LOOP to 182 LOAD_FAST versions GET_ITER FOR_ITER to 180 STORE_DEREF version_num LOAD_CLOSURE version_num BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60540, file "f.py", line 275> LOAD_CONST 'TestRabbitMQUserModule.test_status_can_be_parsed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST module LOAD_ATTR run_command STORE_ATTR side_effect LOAD_GLOBAL rabbitmq_user LOAD_METHOD RabbitMqUser LOAD_FAST module LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_CONST 'rabbit' CALL_METHOD STORE_FAST user_controller LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST module LOAD_ATTR run_command LOAD_ATTR call_args_list CALL_FUNCTION LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_GLOBAL flatten LOAD_FAST module LOAD_ATTR run_command LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST last_call_args LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '-q' LOAD_FAST last_call_args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST last_call_args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR _version LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_DEREF version_num CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST module LOAD_ATTR run_command LOAD_METHOD reset_mock CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '3.7.6' LOAD_CONST '3.7.7' LOAD_CONST '3.7.8' LOAD_CONST '3.7.9' LOAD_CONST '3.7.10' LOAD_CONST '3.7.11' LOAD_CONST '3.7.12' LOAD_CONST '3.7.13' LOAD_CONST '3.7.14' LOAD_CONST '3.7.15' LOAD_CONST '3.7.16' LOAD_CONST '3.7.17' LOAD_CONST '3.7.18' LOAD_CONST '3.7.19' LOAD_CONST '3.7.20' LOAD_CONST '3.7.21' LOAD_CONST '3.7.22' LOAD_CONST '3.7.23' BUILD_LIST STORE_FAST versions SETUP_LOOP to 332 LOAD_FAST versions GET_ITER FOR_ITER to 330 STORE_DEREF version_num LOAD_CLOSURE self LOAD_CLOSURE version_num BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60780, file "f.py", line 316> LOAD_CONST 'TestRabbitMQUserModule.test_status_can_be_parsed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST module LOAD_ATTR run_command STORE_ATTR side_effect LOAD_GLOBAL rabbitmq_user LOAD_METHOD RabbitMqUser LOAD_FAST module LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_CONST 'rabbit' CALL_METHOD STORE_FAST user_controller LOAD_DEREF self LOAD_METHOD assertEqual LOAD_CONST 1 LOAD_FAST module LOAD_ATTR run_command LOAD_ATTR call_count CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR _version LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_DEREF version_num CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST module LOAD_ATTR run_command LOAD_METHOD reset_mock CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '3.8.0' LOAD_CONST '3.8.1' LOAD_CONST '3.8.2' BUILD_LIST STORE_FAST versions SETUP_LOOP to 454 LOAD_FAST versions GET_ITER FOR_ITER to 452 STORE_DEREF version_num LOAD_CLOSURE self LOAD_CLOSURE version_num BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60db0, file "f.py", line 341> LOAD_CONST 'TestRabbitMQUserModule.test_status_can_be_parsed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST module LOAD_ATTR run_command STORE_ATTR side_effect LOAD_GLOBAL rabbitmq_user LOAD_METHOD RabbitMqUser LOAD_FAST module LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION LOAD_CONST 'rabbit' CALL_METHOD STORE_FAST user_controller LOAD_DEREF self LOAD_METHOD assertEqual LOAD_CONST 1 LOAD_FAST module LOAD_ATTR run_command LOAD_ATTR call_count CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR _version LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_DEREF version_num CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST module LOAD_ATTR run_command LOAD_METHOD reset_mock CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST '-q' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST (64, '', '') RETURN_VALUE LOAD_CONST 0 LOAD_GLOBAL rabbitmq_3_6_status LOAD_METHOD replace LOAD_CONST 'version_num' LOAD_DEREF version_num CALL_METHOD LOAD_CONST '' BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '-q' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_GLOBAL rabbitmq_3_7_status LOAD_METHOD replace LOAD_CONST 'version_num' LOAD_GLOBAL str LOAD_CONST <code object <listcomp> at 0x7faa75f60a50, file "f.py", line 323> LOAD_CONST 'TestRabbitMQUserModule.test_status_can_be_parsed.<locals>.side_effect.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF version_num GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_CONST '' BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST c LOAD_GLOBAL ord LOAD_FAST c CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '-q' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_GLOBAL rabbitmq_3_8_status LOAD_METHOD replace LOAD_CONST 'version_num' LOAD_DEREF version_num CALL_METHOD LOAD_CONST '' BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '/' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('vhost', 'configure_priv', 'write_priv', 'read_priv') BUILD_CONST_KEY_MAP LOAD_CONST '/ok' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/wrong_vhost' LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST '/ok' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST ('/wrong_vhost', '/ok') BUILD_CONST_KEY_MAP LOAD_FAST _get_permissions STORE_ATTR return_value LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60270, file "f.py", line 413> LOAD_CONST 'TestRabbitMQUserModule.test_permissions_are_fixed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST _exec STORE_ATTR side_effect SETUP_EXCEPT to 132 LOAD_DEREF self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 288 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 274 LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST _exec LOAD_ATTR call_count LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'clear_permissions' LOAD_CONST '-p' LOAD_CONST '/wrong_vhost' LOAD_CONST 'someuser' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'set_permissions' LOAD_CONST '-p' LOAD_CONST '/' LOAD_CONST 'someuser' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 288 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_CONST 'someuser\t[administrator, management]' RETURN_VALUE LOAD_CONST 'clear_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '/wrong_vhost' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST '' RETURN_VALUE LOAD_CONST 'set_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '/' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_FAST args LOAD_CONST -3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == CALL_METHOD POP_TOP LOAD_CONST '' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('vhost', 'exchange', 'write_priv', 'read_priv') BUILD_CONST_KEY_MAP LOAD_CONST '/ok' LOAD_CONST 'amq.topic' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'topic_permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value BUILD_MAP LOAD_FAST _get_permissions STORE_ATTR return_value LOAD_CONST '/wrong_vhost' LOAD_CONST 'amq.topic' LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST '/ok' LOAD_CONST 'amq.topic' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST (('/wrong_vhost', 'amq.topic'), ('/ok', 'amq.topic')) BUILD_CONST_KEY_MAP LOAD_FAST _get_topic_permissions STORE_ATTR return_value LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60390, file "f.py", line 515> LOAD_CONST 'TestRabbitMQUserModule.test_topic_permissions_are_fixed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST _exec STORE_ATTR side_effect SETUP_EXCEPT to 138 LOAD_DEREF self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 296 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 282 LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST _exec LOAD_ATTR call_count LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'clear_topic_permissions' LOAD_CONST '-p' LOAD_CONST '/wrong_vhost' LOAD_CONST 'someuser' LOAD_CONST 'amq.topic' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'set_topic_permissions' LOAD_CONST '-p' LOAD_CONST '/' LOAD_CONST 'someuser' LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 296 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_CONST 'someuser\t[administrator, management]' RETURN_VALUE LOAD_CONST 'clear_topic_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '/wrong_vhost' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST '' RETURN_VALUE LOAD_CONST 'set_topic_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '/' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_FAST args LOAD_CONST -3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == CALL_METHOD POP_TOP LOAD_CONST '' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('write_priv', 'read_priv') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('user', 'password', 'state', 'topic_permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST has_tags_modifications STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value BUILD_MAP LOAD_FAST _get_permissions STORE_ATTR return_value BUILD_MAP LOAD_FAST _get_topic_permissions STORE_ATTR return_value LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f609c0, file "f.py", line 603> LOAD_CONST 'TestRabbitMQUserModule.test_topic_permissions_defaults.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST _exec STORE_ATTR side_effect SETUP_EXCEPT to 96 LOAD_DEREF self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 214 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 200 LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST _exec LOAD_ATTR call_count LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'set_topic_permissions' LOAD_CONST '-p' LOAD_CONST '/' LOAD_CONST 'someuser' LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 214 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_CONST 'someuser\t[administrator, management]' RETURN_VALUE LOAD_CONST 'set_topic_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '/' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'amq.topic' LOAD_CONST '.*' LOAD_CONST '.*' BUILD_LIST LOAD_FAST args LOAD_CONST -3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == CALL_METHOD POP_TOP LOAD_CONST '' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set_module_args LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_CONST 'present' LOAD_CONST 'tag1,tags2' LOAD_CONST ('user', 'password', 'state', 'tags') BUILD_CONST_KEY_MAP CALL_FUNCTION POP_TOP LOAD_CONST '/rabbitmqctl' LOAD_FAST get_bin_path STORE_ATTR return_value LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.6.10' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CONST '/' LOAD_CONST '/' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST _get_permissions STORE_ATTR return_value LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75f60660, file "f.py", line 663> LOAD_CONST 'TestRabbitMQUserModule.test_tags_are_fixed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST _exec STORE_ATTR side_effect SETUP_EXCEPT to 90 LOAD_DEREF self LOAD_ATTR module LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 204 DUP_TOP LOAD_GLOBAL AnsibleExitJson COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 190 LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'changed' LOAD_CONST True CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _assert LOAD_FAST e LOAD_CONST 'state' LOAD_CONST 'present' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST _exec LOAD_ATTR call_count LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_GLOBAL lists_equal LOAD_CONST 'set_user_tags' LOAD_CONST 'someuser' LOAD_CONST 'tag1' LOAD_CONST 'tags2' BUILD_LIST LOAD_GLOBAL flatten LOAD_FAST _exec LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 204 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP not in CALL_METHOD POP_TOP LOAD_CONST 'someuser\t[tag1, tag3]' RETURN_VALUE LOAD_CONST '' RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75e3c150, file "f.py", line 693> LOAD_CONST 'TestRabbitMQUserModule.test_user_json_data_can_be_parsed.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST module LOAD_ATTR run_command STORE_ATTR side_effect LOAD_GLOBAL rabbitmq_user LOAD_ATTR RabbitMqUser LOAD_FAST module LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_GLOBAL list CALL_FUNCTION LOAD_CONST '/' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'rabbit' LOAD_CONST True LOAD_CONST ('bulk_permissions',) CALL_FUNCTION STORE_FAST user_controller LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_METHOD get CALL_METHOD CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_ATTR _version LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.8.1' CALL_METHOD CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_ATTR existing_tags LOAD_CONST 'administrator' LOAD_CONST 'management' BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_ATTR existing_permissions LOAD_CONST '/test' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST '/' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'configure', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST ('/test', '/') BUILD_CONST_KEY_MAP COMPARE_OP == CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_ATTR existing_topic_permissions LOAD_CONST '/test' LOAD_CONST 'amq.topic' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST '/' LOAD_CONST 'amq.topic' LOAD_CONST '^$' LOAD_CONST '^$' LOAD_CONST ('vhost', 'exchange', 'write', 'read') BUILD_CONST_KEY_MAP LOAD_CONST (('/test', 'amq.topic'), ('/', 'amq.topic')) BUILD_CONST_KEY_MAP COMPARE_OP == CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST module LOAD_ATTR run_command LOAD_ATTR call_count LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '-q' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST 'status' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_GLOBAL rabbitmq_3_8_status LOAD_METHOD replace LOAD_CONST 'version_num' LOAD_CONST '3.8.1' CALL_METHOD LOAD_CONST '' BUILD_TUPLE RETURN_VALUE LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST (0, '[\n{"user":"someuser","tags":["administrator","management"]}\n]', '') RETURN_VALUE LOAD_CONST 'list_user_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST (0, '[\n{"vhost":"/test","configure":"^$","write":"^$","read":"^$"}\n,{"vhost":"/","configure":"^$","write":"^$","read":"^$"}\n]', '') RETURN_VALUE LOAD_CONST 'list_user_topic_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST (0, '[\n{"vhost":"/test","exchange":"amq.topic","write":"^$","read":"^$"}\n,{"vhost":"/","exchange":"amq.topic","write":"^$","read":"^$"}\n]', '') RETURN_VALUE LOAD_CONST (100, '', '') RETURN_VALUE LOAD_CONST '/rabbitmqctl' LOAD_FAST module LOAD_ATTR get_bin_path STORE_ATTR return_value LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_GLOBAL version LOAD_METHOD StrictVersion LOAD_CONST '3.8.0' CALL_METHOD LOAD_FAST _check_version STORE_ATTR return_value LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object side_effect at 0x7faa75e3c390, file "f.py", line 791> LOAD_CONST 'TestRabbitMQUserModule.test_non_bulk_permissions_are_parsed_and_set.<locals>.side_effect' MAKE_FUNCTION STORE_FAST side_effect LOAD_FAST side_effect LOAD_FAST _exec STORE_ATTR side_effect LOAD_GLOBAL rabbitmq_user LOAD_METHOD RabbitMqUser LOAD_FAST module LOAD_CONST 'someuser' LOAD_CONST 'somepassword' LOAD_GLOBAL list CALL_FUNCTION LOAD_CONST '/' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST '.*' LOAD_CONST ('vhost', 'configure_priv', 'write_priv', 'read_priv') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST LOAD_CONST 'rabbit' CALL_METHOD STORE_FAST user_controller LOAD_FAST user_controller LOAD_METHOD get CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST _exec LOAD_ATTR call_count LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertListEqual LOAD_GLOBAL list LOAD_FAST user_controller LOAD_ATTR existing_permissions LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST '/' BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR existing_permissions LOAD_CONST '/' BINARY_SUBSCR LOAD_CONST 'write' BINARY_SUBSCR LOAD_CONST '^$' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR existing_permissions LOAD_CONST '/' BINARY_SUBSCR LOAD_CONST 'read' BINARY_SUBSCR LOAD_CONST '^$' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST user_controller LOAD_ATTR existing_permissions LOAD_CONST '/' BINARY_SUBSCR LOAD_CONST 'configure' BINARY_SUBSCR LOAD_CONST '^$' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_FAST user_controller LOAD_METHOD has_permissions_modifications CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST '--formatter' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'json' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_CONST 'list_users' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '[\n{"user":"someuser","tags":["administrator","management"]}\n]' RETURN_VALUE LOAD_CONST 'list_user_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_CONST '[\n{"vhost":"/test","configure":"^$","write":"^$","read":"^$"}\n,{"vhost":"/","configure":"^$","write":"^$","read":"^$"}\n]' RETURN_VALUE LOAD_CONST 'list_user_topic_permissions' LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD assertTrue LOAD_CONST 'someuser' LOAD_FAST args COMPARE_OP in LOAD_FAST args CALL_METHOD POP_TOP LOAD_CONST '[\n{"vhost":"/test","exchange":"amq.topic","write":"^$","read":"^$"}\n,{"vhost":"/","exchange":"amq.topic","write":"^$","read":"^$"}\n]' RETURN_VALUE LOAD_GLOBAL Exception LOAD_CONST 'wrong command: ' LOAD_GLOBAL str LOAD_FAST args CALL_FUNCTION BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type from ansible_collections.community.rabbitmq.plugins.module_utils import version from ansible_collections.community.rabbitmq.plugins.modules import rabbitmq_user from ansible.module_utils import six from itertools import chain if six.PY3: from itertools import zip_longest else: from itertools import izip_longest as zip_longest from ansible_collections.community.rabbitmq.tests.unit.compat.mock import patch from ansible_collections.community.rabbitmq.tests.unit.modules.utils import ( AnsibleExitJson, AnsibleFailJson, ModuleTestCase, set_module_args, ) from ansible_collections.community.rabbitmq.tests.unit.modules.rabbitmq_user_fixtures import ( rabbitmq_3_6_status, rabbitmq_3_7_status, rabbitmq_3_8_status, ) def flatten(args): return list(chain(*args)) def lists_equal(l1, l2): return all(map(lambda t: t[0] == t[1], zip_longest(l1, l2))) class TestRabbitMQUserModule(ModuleTestCase): def setUp(self): super(TestRabbitMQUserModule, self).setUp() self.module = rabbitmq_user def tearDown(self): super(TestRabbitMQUserModule, self).tearDown() def _assert(self, exc, attribute, expected_value, msg=""): value = ( exc.message[attribute] if hasattr(exc, attribute) else exc.args[0][attribute] ) assert value == expected_value, msg def test_without_required_parameters(self): """Failure must occur when all parameters are missing.""" with self.assertRaises(AnsibleFailJson): set_module_args({}) self.module.main() @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) def test_permissions_with_same_vhost(self, _check_version, get_bin_path): set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "permissions": [{"vhost": "/"}, {"vhost": "/"}], } ) _check_version.return_value = version.StrictVersion("3.6.10") get_bin_path.return_value = "/rabbitmqctl" try: self.module.main() except AnsibleFailJson as e: self._assert(e, "failed", True) self._assert( e, "msg", "Error parsing vhost " "permissions: You can't have two permission dicts for the same vhost", ) @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) def test_topic_permissions_with_same_vhost(self, _check_version, get_bin_path): set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "topic_permissions": [ {"vhost": "/", "exchange": "amq.topic"}, {"vhost": "/", "exchange": "amq.topic"}, ], } ) _check_version.return_value = version.StrictVersion("3.6.10") get_bin_path.return_value = "/rabbitmqctl" try: self.module.main() except AnsibleFailJson as e: self._assert(e, "failed", True) self._assert( e, "msg", "Error parsing vhost topic_permissions: " "You can't have two topic permission dicts for " "the same vhost and the same exchange", ) @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.get" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.check_password" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_permissions_modifications" ) def test_password_changes_only_when_needed( self, has_permissions_modifications, has_tags_modifications, check_password, _check_version, get, get_bin_path, ): set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "update_password": "always", } ) get.return_value = True _check_version.return_value = version.StrictVersion("3.6.10") get_bin_path.return_value = "/rabbitmqctl" check_password.return_value = True has_tags_modifications.return_value = False has_permissions_modifications.return_value = False try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", False) self._assert(e, "state", "present") @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) def test_same_permissions_not_changing( self, has_tags_modifications, _get_permissions, _check_version, _exec, get_bin_path, ): set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "permissions": [ { "vhost": "/", "configure_priv": ".*", "write_priv": ".*", "read_priv": ".*", } ], } ) _get_permissions.return_value = { "/": {"read": ".*", "write": ".*", "configure": ".*", "vhost": "/"} } _exec.return_value = "someuser\t[]" _check_version.return_value = version.StrictVersion("3.6.10") get_bin_path.return_value = "/rabbitmqctl" has_tags_modifications.return_value = False try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", False) self._assert(e, "state", "present") @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) def test_same_topic_permissions_not_changing( self, has_tags_modifications, _get_permissions, _get_topic_permissions, _check_version, _exec, get_bin_path, ): set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "topic_permissions": [ {"vhost": "/", "exchange": "amq.topic", "write": ".*", "read": ".*"} ], } ) _get_permissions.return_value = { "/": {"configure": "^$", "read": "^$", "write": "^$", "vhost": "/"} } _get_topic_permissions.return_value = { ("/", "amq.topic"): { "read": ".*", "write": ".*", "vhost": "/", "exchange": "amq.topic", } } _exec.return_value = "someuser\t[]" _check_version.return_value = version.StrictVersion("3.6.10") get_bin_path.return_value = "/rabbitmqctl" has_tags_modifications.return_value = False try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", False) self._assert(e, "state", "present") @patch("ansible.module_utils.basic.AnsibleModule") def test_status_can_be_parsed(self, module): """Test correct parsing of the output of the status command.""" module.get_bin_path.return_value = "/rabbitmqctl" module.check_mode = False versions = ["3.6.10", "3.6.16"] for version_num in versions: def side_effect(args): assert "-q" in args if "--formatter" in args: return 64, "", "" return 0, rabbitmq_3_6_status.replace("version_num", version_num), "" module.run_command.side_effect = side_effect user_controller = rabbitmq_user.RabbitMqUser( module, "someuser", "somepassword", list(), list(), list(), "rabbit" ) self.assertEqual(len(module.run_command.call_args_list), 2) last_call_args = flatten(module.run_command.call_args_list[-1][0]) self.assertTrue("-q" in last_call_args) self.assertTrue("--formatter" not in last_call_args) self.assertEqual( user_controller._version, version.StrictVersion(version_num) ) module.run_command.reset_mock() versions = [ "3.7.6", "3.7.7", "3.7.8", "3.7.9", "3.7.10", "3.7.11", "3.7.12", "3.7.13", "3.7.14", "3.7.15", "3.7.16", "3.7.17", "3.7.18", "3.7.19", "3.7.20", "3.7.21", "3.7.22", "3.7.23", ] for version_num in versions: def side_effect(args): self.assertTrue("-q" in args) self.assertTrue("--formatter" in args) self.assertTrue("json" in args) return ( 0, rabbitmq_3_7_status.replace( "version_num", str([ord(c) for c in version_num]) ), "", ) module.run_command.side_effect = side_effect user_controller = rabbitmq_user.RabbitMqUser( module, "someuser", "somepassword", list(), list(), list(), "rabbit" ) self.assertEqual(1, module.run_command.call_count) self.assertEqual( user_controller._version, version.StrictVersion(version_num) ) module.run_command.reset_mock() versions = ["3.8.0", "3.8.1", "3.8.2"] for version_num in versions: def side_effect(args): self.assertTrue("-q" in args) self.assertTrue("--formatter" in args) self.assertTrue("json" in args) return 0, rabbitmq_3_8_status.replace("version_num", version_num), "" module.run_command.side_effect = side_effect user_controller = rabbitmq_user.RabbitMqUser( module, "someuser", "somepassword", list(), list(), list(), "rabbit" ) self.assertEqual(1, module.run_command.call_count) self.assertEqual( user_controller._version, version.StrictVersion(version_num) ) module.run_command.reset_mock() @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) def test_permissions_are_fixed( self, has_tags_modifications, _get_permissions, _check_version, _exec, get_bin_path, ): """Test changes in permissions are fixed. Ensure that permissions that do not need to be changed are not, permissions with differences are fixed and permissions are cleared when needed, with the minimum number of operations. The permissions are fed into the module using the pre-3.7 version format. """ set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "permissions": [ { "vhost": "/", "configure_priv": ".*", "write_priv": ".*", "read_priv": ".*", }, {"vhost": "/ok", "configure": "^$", "write": "^$", "read": "^$"}, ], } ) get_bin_path.return_value = "/rabbitmqctl" has_tags_modifications.return_value = False _check_version.return_value = version.StrictVersion("3.6.10") _get_permissions.return_value = { "/wrong_vhost": { "vhost": "/wrong_vhost", "configure": "", "write": "", "read": "", }, "/ok": {"vhost": "/ok", "configure": "^$", "write": "^$", "read": "^$"}, } def side_effect(args): if "list_users" in args: self.assertTrue("--formatter" not in args) self.assertTrue("json" not in args) return "someuser\t[administrator, management]" if "clear_permissions" in args: self.assertTrue("someuser" in args) self.assertTrue("/wrong_vhost" in args) return "" if "set_permissions" in args: self.assertTrue("someuser" in args) self.assertTrue("/" in args) self.assertTrue([".*", ".*", ".*"] == args[-3:]) return "" _exec.side_effect = side_effect try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", True) self._assert(e, "state", "present") self.assertEqual(_exec.call_count, 3) self.assertTrue( ["clear_permissions", "-p", "/wrong_vhost", "someuser"] == flatten(_exec.call_args_list[-2][0]) ) self.assertTrue( ["set_permissions", "-p", "/", "someuser", ".*", ".*", ".*"] == flatten(_exec.call_args_list[-1][0]) ) @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) def test_topic_permissions_are_fixed( self, has_tags_modifications, _get_permissions, _get_topic_permissions, _check_version, _exec, get_bin_path, ): """Test changes in topic permissions are fixed. Ensure that topic permissions that do not need to be changed are not, topic permissions with differences are fixed and topic permissions are cleared when needed, with the minimum number of operations. """ set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "topic_permissions": [ { "vhost": "/", "exchange": "amq.topic", "write_priv": ".*", "read_priv": ".*", }, { "vhost": "/ok", "exchange": "amq.topic", "write": "^$", "read": "^$", }, ], } ) get_bin_path.return_value = "/rabbitmqctl" has_tags_modifications.return_value = False _check_version.return_value = version.StrictVersion("3.6.10") _get_permissions.return_value = {} _get_topic_permissions.return_value = { ("/wrong_vhost", "amq.topic"): { "vhost": "/wrong_vhost", "exchange": "amq.topic", "write": "", "read": "", }, ("/ok", "amq.topic"): { "vhost": "/ok", "exchange": "amq.topic", "write": "^$", "read": "^$", }, } def side_effect(args): if "list_users" in args: self.assertTrue("--formatter" not in args) self.assertTrue("json" not in args) return "someuser\t[administrator, management]" if "clear_topic_permissions" in args: self.assertTrue("someuser" in args) self.assertTrue("/wrong_vhost" in args) return "" if "set_topic_permissions" in args: self.assertTrue("someuser" in args) self.assertTrue("/" in args, args) self.assertTrue(["amq.topic", ".*", ".*"] == args[-3:]) return "" _exec.side_effect = side_effect try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", True) self._assert(e, "state", "present") self.assertEqual(_exec.call_count, 4) self.assertTrue( [ "clear_topic_permissions", "-p", "/wrong_vhost", "someuser", "amq.topic", ] == flatten(_exec.call_args_list[-2][0]) ) self.assertTrue( [ "set_topic_permissions", "-p", "/", "someuser", "amq.topic", ".*", ".*", ] == flatten(_exec.call_args_list[-1][0]) ) @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_topic_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser.has_tags_modifications" ) def test_topic_permissions_defaults( self, has_tags_modifications, _get_permissions, _get_topic_permissions, _check_version, _exec, get_bin_path, ): """Test that the topic permissions defaults are set.""" set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "topic_permissions": [ {"write_priv": ".*", "read_priv": ".*"}, ], } ) get_bin_path.return_value = "/rabbitmqctl" has_tags_modifications.return_value = False _check_version.return_value = version.StrictVersion("3.6.10") _get_permissions.return_value = {} _get_topic_permissions.return_value = {} def side_effect(args): if "list_users" in args: self.assertTrue("--formatter" not in args) self.assertTrue("json" not in args) return "someuser\t[administrator, management]" if "set_topic_permissions" in args: self.assertTrue("someuser" in args) self.assertTrue("/" in args, args) self.assertTrue(["amq.topic", ".*", ".*"] == args[-3:]) return "" _exec.side_effect = side_effect try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", True) self._assert(e, "state", "present") self.assertEqual(_exec.call_count, 3) self.assertTrue( [ "set_topic_permissions", "-p", "/", "someuser", "amq.topic", ".*", ".*", ] == flatten(_exec.call_args_list[-1][0]) ) @patch("ansible.module_utils.basic.AnsibleModule.get_bin_path") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._get_permissions" ) def test_tags_are_fixed( self, _get_permissions, _check_version, _exec, get_bin_path ): """Test user tags are fixed.""" set_module_args( { "user": "someuser", "password": "somepassword", "state": "present", "tags": "tag1,tags2", } ) get_bin_path.return_value = "/rabbitmqctl" _check_version.return_value = version.StrictVersion("3.6.10") _get_permissions.return_value = { "/": {"vhost": "/", "configure": "^$", "write": "^$", "read": "^$"} } def side_effect(args): if "list_users" in args: self.assertTrue("--formatter" not in args) self.assertTrue("json" not in args) return "someuser\t[tag1, tag3]" return "" _exec.side_effect = side_effect try: self.module.main() except AnsibleExitJson as e: self._assert(e, "changed", True) self._assert(e, "state", "present") self.assertEqual(_exec.call_count, 2) self.assertTrue( lists_equal( ["set_user_tags", "someuser", "tag1", "tags2"], flatten(_exec.call_args_list[-1][0]), ) ) @patch("ansible.module_utils.basic.AnsibleModule") def test_user_json_data_can_be_parsed(self, module): """Ensure that user json data can be parsed. From version 3.7 onwards `rabbitmqctl` can output the user data in proper json format. Check that parsing works correctly. """ def side_effect(args): self.assertTrue("-q" in args) self.assertTrue("--formatter" in args) self.assertTrue("json" in args) if "status" in args: return 0, rabbitmq_3_8_status.replace("version_num", "3.8.1"), "" if "list_users" in args: return ( 0, """[ {"user":"someuser","tags":["administrator","management"]} ]""", "", ) if "list_user_permissions" in args: return ( 0, """[ {"vhost":"/test","configure":"^$","write":"^$","read":"^$"} ,{"vhost":"/","configure":"^$","write":"^$","read":"^$"} ]""", "", ) if "list_user_topic_permissions" in args: return ( 0, """[ {"vhost":"/test","exchange":"amq.topic","write":"^$","read":"^$"} ,{"vhost":"/","exchange":"amq.topic","write":"^$","read":"^$"} ]""", "", ) return 100, "", "" module.run_command.side_effect = side_effect user_controller = rabbitmq_user.RabbitMqUser( module, "someuser", "somepassword", list(), [{"vhost": "/", "configure": "^$", "write": "^$", "read": "^$"}], [{"vhost": "/", "exchange": "amq.topic", "write": "^$", "read": "^$"}], "rabbit", bulk_permissions=True, ) self.assertTrue(user_controller.get()) self.assertTrue(user_controller._version, version.StrictVersion("3.8.1")) self.assertTrue(user_controller.existing_tags, ["administrator", "management"]) self.assertTrue( user_controller.existing_permissions == { "/test": { "vhost": "/test", "configure": "^$", "write": "^$", "read": "^$", }, "/": {"vhost": "/", "configure": "^$", "write": "^$", "read": "^$"}, } ) self.assertTrue( user_controller.existing_topic_permissions == { ("/test", "amq.topic"): { "vhost": "/test", "exchange": "amq.topic", "write": "^$", "read": "^$", }, ("/", "amq.topic"): { "vhost": "/", "exchange": "amq.topic", "write": "^$", "read": "^$", }, } ) self.assertEqual(module.run_command.call_count, 4) @patch("ansible.module_utils.basic.AnsibleModule") @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._exec" ) @patch( "ansible_collections.community.rabbitmq.plugins.modules.rabbitmq_user.RabbitMqUser._check_version" ) def test_non_bulk_permissions_are_parsed_and_set( self, _check_version, _exec, module ): """Test that non bulk permissions are parsed correctly. Non-bulk permissions mean that only the permissions of the VHost specified will be changed if needed. If the same user has permissions in other VHosts, these will not be modified. """ module.get_bin_path.return_value = "/rabbitmqctl" module.check_mode = False _check_version.return_value = version.StrictVersion("3.8.0") def side_effect(args): self.assertTrue("--formatter" in args, args) self.assertTrue("json" in args, args) if "list_users" in args: return """[ {"user":"someuser","tags":["administrator","management"]} ]""" if "list_user_permissions" in args: self.assertTrue("someuser" in args, args) return """[ {"vhost":"/test","configure":"^$","write":"^$","read":"^$"} ,{"vhost":"/","configure":"^$","write":"^$","read":"^$"} ]""" if "list_user_topic_permissions" in args: self.assertTrue("someuser" in args, args) return """[ {"vhost":"/test","exchange":"amq.topic","write":"^$","read":"^$"} ,{"vhost":"/","exchange":"amq.topic","write":"^$","read":"^$"} ]""" raise Exception("wrong command: " + str(args)) _exec.side_effect = side_effect user_controller = rabbitmq_user.RabbitMqUser( module, "someuser", "somepassword", list(), [ { "vhost": "/", "configure_priv": ".*", "write_priv": ".*", "read_priv": ".*", } ], [], "rabbit", ) user_controller.get() self.assertEqual(_exec.call_count, 3) self.assertListEqual(list(user_controller.existing_permissions.keys()), ["/"]) self.assertEqual(user_controller.existing_permissions["/"]["write"], "^$") self.assertEqual(user_controller.existing_permissions["/"]["read"], "^$") self.assertEqual(user_controller.existing_permissions["/"]["configure"], "^$") self.assertTrue(user_controller.has_permissions_modifications())
data/ansible-9.2.0/ansible_collections/community/rabbitmq/tests/unit/modules/test_rabbitmq_user.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('ApiClient', 'Endpoint') IMPORT_NAME datadog_api_client.api_client IMPORT_FROM ApiClient STORE_NAME ApiClient IMPORT_FROM Endpoint STORE_NAME _Endpoint POP_TOP LOAD_CONST 0 LOAD_CONST ('Configuration',) IMPORT_NAME datadog_api_client.configuration IMPORT_FROM Configuration STORE_NAME Configuration POP_TOP LOAD_CONST 0 LOAD_CONST ('UnsetType', 'unset') IMPORT_NAME datadog_api_client.model_utils IMPORT_FROM UnsetType STORE_NAME UnsetType IMPORT_FROM unset STORE_NAME unset POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricsAndMetricTagConfigurationsResponse',) IMPORT_NAME datadog_api_client.v2.model.metrics_and_metric_tag_configurations_response IMPORT_FROM MetricsAndMetricTagConfigurationsResponse STORE_NAME MetricsAndMetricTagConfigurationsResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricTagConfigurationMetricTypes',) IMPORT_NAME datadog_api_client.v2.model.metric_tag_configuration_metric_types IMPORT_FROM MetricTagConfigurationMetricTypes STORE_NAME MetricTagConfigurationMetricTypes POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricBulkTagConfigResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_bulk_tag_config_response IMPORT_FROM MetricBulkTagConfigResponse STORE_NAME MetricBulkTagConfigResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricBulkTagConfigDeleteRequest',) IMPORT_NAME datadog_api_client.v2.model.metric_bulk_tag_config_delete_request IMPORT_FROM MetricBulkTagConfigDeleteRequest STORE_NAME MetricBulkTagConfigDeleteRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricBulkTagConfigCreateRequest',) IMPORT_NAME datadog_api_client.v2.model.metric_bulk_tag_config_create_request IMPORT_FROM MetricBulkTagConfigCreateRequest STORE_NAME MetricBulkTagConfigCreateRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricSuggestedTagsAndAggregationsResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_suggested_tags_and_aggregations_response IMPORT_FROM MetricSuggestedTagsAndAggregationsResponse STORE_NAME MetricSuggestedTagsAndAggregationsResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricAllTagsResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_all_tags_response IMPORT_FROM MetricAllTagsResponse STORE_NAME MetricAllTagsResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricEstimateResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_estimate_response IMPORT_FROM MetricEstimateResponse STORE_NAME MetricEstimateResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricTagConfigurationResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_tag_configuration_response IMPORT_FROM MetricTagConfigurationResponse STORE_NAME MetricTagConfigurationResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricTagConfigurationUpdateRequest',) IMPORT_NAME datadog_api_client.v2.model.metric_tag_configuration_update_request IMPORT_FROM MetricTagConfigurationUpdateRequest STORE_NAME MetricTagConfigurationUpdateRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricTagConfigurationCreateRequest',) IMPORT_NAME datadog_api_client.v2.model.metric_tag_configuration_create_request IMPORT_FROM MetricTagConfigurationCreateRequest STORE_NAME MetricTagConfigurationCreateRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricVolumesResponse',) IMPORT_NAME datadog_api_client.v2.model.metric_volumes_response IMPORT_FROM MetricVolumesResponse STORE_NAME MetricVolumesResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('ScalarFormulaQueryResponse',) IMPORT_NAME datadog_api_client.v2.model.scalar_formula_query_response IMPORT_FROM ScalarFormulaQueryResponse STORE_NAME ScalarFormulaQueryResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('ScalarFormulaQueryRequest',) IMPORT_NAME datadog_api_client.v2.model.scalar_formula_query_request IMPORT_FROM ScalarFormulaQueryRequest STORE_NAME ScalarFormulaQueryRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('TimeseriesFormulaQueryResponse',) IMPORT_NAME datadog_api_client.v2.model.timeseries_formula_query_response IMPORT_FROM TimeseriesFormulaQueryResponse STORE_NAME TimeseriesFormulaQueryResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('TimeseriesFormulaQueryRequest',) IMPORT_NAME datadog_api_client.v2.model.timeseries_formula_query_request IMPORT_FROM TimeseriesFormulaQueryRequest STORE_NAME TimeseriesFormulaQueryRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('IntakePayloadAccepted',) IMPORT_NAME datadog_api_client.v2.model.intake_payload_accepted IMPORT_FROM IntakePayloadAccepted STORE_NAME IntakePayloadAccepted POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricContentEncoding',) IMPORT_NAME datadog_api_client.v2.model.metric_content_encoding IMPORT_FROM MetricContentEncoding STORE_NAME MetricContentEncoding POP_TOP LOAD_CONST 0 LOAD_CONST ('MetricPayload',) IMPORT_NAME datadog_api_client.v2.model.metric_payload IMPORT_FROM MetricPayload STORE_NAME MetricPayload POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object MetricsApi at 0x7fab821eb6f0, file "f.py", line 58> LOAD_CONST 'MetricsApi' MAKE_FUNCTION LOAD_CONST 'MetricsApi' CALL_FUNCTION STORE_NAME MetricsApi LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MetricsApi' STORE_NAME __qualname__ LOAD_CONST '\n The metrics endpoint allows you to:\n\n * Post metrics data so it can be graphed on Datadog’s dashboards\n * Query metrics from any time period (timeseries and scalar)\n * Modify tag configurations for metrics\n * View tags and volumes for metrics\n\n **Note** : A graph can only contain a set number of points\n and as the timeframe over which a metric is viewed increases,\n aggregation between points occurs to stay below that set number.\n\n The Post, Patch, and Delete ``manage_tags`` API methods can only be performed by\n a user who has the ``Manage Tags for Metrics`` permission.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7fab82398e40, file "f.py", line 75> LOAD_CONST 'MetricsApi.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'MetricBulkTagConfigCreateRequest' LOAD_CONST 'MetricBulkTagConfigResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_bulk_tags_metrics_configuration at 0x7fab82398d20, file "f.py", line 487> LOAD_CONST 'MetricsApi.create_bulk_tags_metrics_configuration' MAKE_FUNCTION STORE_NAME create_bulk_tags_metrics_configuration LOAD_CONST 'str' LOAD_CONST 'MetricTagConfigurationCreateRequest' LOAD_CONST 'MetricTagConfigurationResponse' LOAD_CONST ('metric_name', 'body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_tag_configuration at 0x7fab823988a0, file "f.py", line 513> LOAD_CONST 'MetricsApi.create_tag_configuration' MAKE_FUNCTION STORE_NAME create_tag_configuration LOAD_CONST 'MetricBulkTagConfigDeleteRequest' LOAD_CONST 'MetricBulkTagConfigResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_bulk_tags_metrics_configuration at 0x7fab82398c90, file "f.py", line 538> LOAD_CONST 'MetricsApi.delete_bulk_tags_metrics_configuration' MAKE_FUNCTION STORE_NAME delete_bulk_tags_metrics_configuration LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('metric_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_tag_configuration at 0x7fab82398db0, file "f.py", line 561> LOAD_CONST 'MetricsApi.delete_tag_configuration' MAKE_FUNCTION STORE_NAME delete_tag_configuration LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_CONST ('filter_groups', 'filter_hours_ago', 'filter_num_aggregations', 'filter_pct', 'filter_timespan_h') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'Union[str, UnsetType]' LOAD_CONST 'Union[int, UnsetType]' LOAD_CONST 'Union[int, UnsetType]' LOAD_CONST 'Union[bool, UnsetType]' LOAD_CONST 'Union[int, UnsetType]' LOAD_CONST 'MetricEstimateResponse' LOAD_CONST ('metric_name', 'filter_groups', 'filter_hours_ago', 'filter_num_aggregations', 'filter_pct', 'filter_timespan_h', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object estimate_metrics_output_series at 0x7fab823989c0, file "f.py", line 579> LOAD_CONST 'MetricsApi.estimate_metrics_output_series' MAKE_FUNCTION STORE_NAME estimate_metrics_output_series LOAD_NAME unset LOAD_CONST ('window_seconds',) BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'Union[int, UnsetType]' LOAD_CONST 'MetricSuggestedTagsAndAggregationsResponse' LOAD_CONST ('metric_name', 'window_seconds', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_active_metric_configurations at 0x7fab82398f60, file "f.py", line 629> LOAD_CONST 'MetricsApi.list_active_metric_configurations' MAKE_FUNCTION STORE_NAME list_active_metric_configurations LOAD_CONST 'str' LOAD_CONST 'MetricTagConfigurationResponse' LOAD_CONST ('metric_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_tag_configuration_by_name at 0x7fab82398ed0, file "f.py", line 656> LOAD_CONST 'MetricsApi.list_tag_configuration_by_name' MAKE_FUNCTION STORE_NAME list_tag_configuration_by_name LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_NAME unset LOAD_CONST ('filter_configured', 'filter_tags_configured', 'filter_metric_type', 'filter_include_percentiles', 'filter_queried', 'filter_tags', 'window_seconds') BUILD_CONST_KEY_MAP LOAD_CONST 'Union[bool, UnsetType]' LOAD_CONST 'Union[str, UnsetType]' LOAD_CONST 'Union[MetricTagConfigurationMetricTypes, UnsetType]' LOAD_CONST 'Union[bool, UnsetType]' LOAD_CONST 'Union[bool, UnsetType]' LOAD_CONST 'Union[str, UnsetType]' LOAD_CONST 'Union[int, UnsetType]' LOAD_CONST 'MetricsAndMetricTagConfigurationsResponse' LOAD_CONST ('filter_configured', 'filter_tags_configured', 'filter_metric_type', 'filter_include_percentiles', 'filter_queried', 'filter_tags', 'window_seconds', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_tag_configurations at 0x7fab82398a50, file "f.py", line 675> LOAD_CONST 'MetricsApi.list_tag_configurations' MAKE_FUNCTION STORE_NAME list_tag_configurations LOAD_CONST 'str' LOAD_CONST 'MetricAllTagsResponse' LOAD_CONST ('metric_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_tags_by_metric_name at 0x7fab82398ae0, file "f.py", line 734> LOAD_CONST 'MetricsApi.list_tags_by_metric_name' MAKE_FUNCTION STORE_NAME list_tags_by_metric_name LOAD_CONST 'str' LOAD_CONST 'MetricVolumesResponse' LOAD_CONST ('metric_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_volumes_by_metric_name at 0x7fab821eb0c0, file "f.py", line 751> LOAD_CONST 'MetricsApi.list_volumes_by_metric_name' MAKE_FUNCTION STORE_NAME list_volumes_by_metric_name LOAD_CONST 'ScalarFormulaQueryRequest' LOAD_CONST 'ScalarFormulaQueryResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object query_scalar_data at 0x7fab821ebed0, file "f.py", line 770> LOAD_CONST 'MetricsApi.query_scalar_data' MAKE_FUNCTION STORE_NAME query_scalar_data LOAD_CONST 'TimeseriesFormulaQueryRequest' LOAD_CONST 'TimeseriesFormulaQueryResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object query_timeseries_data at 0x7fab821eb5d0, file "f.py", line 788> LOAD_CONST 'MetricsApi.query_timeseries_data' MAKE_FUNCTION STORE_NAME query_timeseries_data LOAD_NAME unset LOAD_CONST ('content_encoding',) BUILD_CONST_KEY_MAP LOAD_CONST 'MetricPayload' LOAD_CONST 'Union[MetricContentEncoding, UnsetType]' LOAD_CONST 'IntakePayloadAccepted' LOAD_CONST ('body', 'content_encoding', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object submit_metrics at 0x7fab821eb1e0, file "f.py", line 805> LOAD_CONST 'MetricsApi.submit_metrics' MAKE_FUNCTION STORE_NAME submit_metrics LOAD_CONST 'str' LOAD_CONST 'MetricTagConfigurationUpdateRequest' LOAD_CONST 'MetricTagConfigurationResponse' LOAD_CONST ('metric_name', 'body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_tag_configuration at 0x7fab821ebb70, file "f.py", line 839> LOAD_CONST 'MetricsApi.update_tag_configuration' MAKE_FUNCTION STORE_NAME update_tag_configuration LOAD_CONST None RETURN_VALUE LOAD_FAST api_client LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ApiClient LOAD_GLOBAL Configuration CALL_FUNCTION CALL_FUNCTION STORE_FAST api_client LOAD_FAST api_client LOAD_FAST self STORE_ATTR api_client LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricBulkTagConfigResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/metrics/config/bulk-tags' LOAD_CONST 'create_bulk_tags_metrics_configuration' LOAD_CONST 'POST' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'body' LOAD_CONST True LOAD_GLOBAL MetricBulkTagConfigCreateRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _create_bulk_tags_metrics_configuration_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricTagConfigurationResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/tags' LOAD_CONST 'create_tag_configuration' LOAD_CONST 'POST' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL MetricTagConfigurationCreateRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('metric_name', 'body') BUILD_CONST_KEY_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _create_tag_configuration_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricBulkTagConfigResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/metrics/config/bulk-tags' LOAD_CONST 'delete_bulk_tags_metrics_configuration' LOAD_CONST 'DELETE' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'body' LOAD_CONST True LOAD_GLOBAL MetricBulkTagConfigDeleteRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _delete_bulk_tags_metrics_configuration_endpoint LOAD_GLOBAL _Endpoint LOAD_CONST None LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/tags' LOAD_CONST 'delete_tag_configuration' LOAD_CONST 'DELETE' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'metric_name' LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'accept' LOAD_CONST '*/*' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _delete_tag_configuration_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricEstimateResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/estimate' LOAD_CONST 'estimate_metrics_output_series' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'filter[groups]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST 'inclusive_maximum' LOAD_CONST 2147483647 BUILD_MAP LOAD_GLOBAL int BUILD_TUPLE LOAD_CONST 'filter[hours_ago]' LOAD_CONST 'query' LOAD_CONST ('validation', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST 'inclusive_maximum' LOAD_CONST 9 BUILD_MAP LOAD_GLOBAL int BUILD_TUPLE LOAD_CONST 'filter[num_aggregations]' LOAD_CONST 'query' LOAD_CONST ('validation', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL bool BUILD_TUPLE LOAD_CONST 'filter[pct]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST 'inclusive_maximum' LOAD_CONST 2147483647 BUILD_MAP LOAD_GLOBAL int BUILD_TUPLE LOAD_CONST 'filter[timespan_h]' LOAD_CONST 'query' LOAD_CONST ('validation', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('metric_name', 'filter_groups', 'filter_hours_ago', 'filter_num_aggregations', 'filter_pct', 'filter_timespan_h') BUILD_CONST_KEY_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _estimate_metrics_output_series_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricSuggestedTagsAndAggregationsResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/active-configurations' LOAD_CONST 'list_active_metric_configurations' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL int BUILD_TUPLE LOAD_CONST 'window[seconds]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('metric_name', 'window_seconds') BUILD_CONST_KEY_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _list_active_metric_configurations_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricTagConfigurationResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/tags' LOAD_CONST 'list_tag_configuration_by_name' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'metric_name' LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _list_tag_configuration_by_name_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricsAndMetricTagConfigurationsResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics' LOAD_CONST 'list_tag_configurations' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_GLOBAL bool BUILD_TUPLE LOAD_CONST 'filter[configured]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'filter[tags_configured]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL MetricTagConfigurationMetricTypes BUILD_TUPLE LOAD_CONST 'filter[metric_type]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL bool BUILD_TUPLE LOAD_CONST 'filter[include_percentiles]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL bool BUILD_TUPLE LOAD_CONST 'filter[queried]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'filter[tags]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_GLOBAL int BUILD_TUPLE LOAD_CONST 'window[seconds]' LOAD_CONST 'query' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('filter_configured', 'filter_tags_configured', 'filter_metric_type', 'filter_include_percentiles', 'filter_queried', 'filter_tags', 'window_seconds') BUILD_CONST_KEY_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _list_tag_configurations_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricAllTagsResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/all-tags' LOAD_CONST 'list_tags_by_metric_name' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'metric_name' LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _list_tags_by_metric_name_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricVolumesResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/volumes' LOAD_CONST 'list_volumes_by_metric_name' LOAD_CONST 'GET' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'metric_name' LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'accept' LOAD_CONST 'application/json' BUILD_LIST BUILD_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _list_volumes_by_metric_name_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL ScalarFormulaQueryResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/query/scalar' LOAD_CONST 'query_scalar_data' LOAD_CONST 'POST' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'body' LOAD_CONST True LOAD_GLOBAL ScalarFormulaQueryRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _query_scalar_data_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL TimeseriesFormulaQueryResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' LOAD_CONST 'AuthZ' BUILD_LIST LOAD_CONST '/api/v2/query/timeseries' LOAD_CONST 'query_timeseries_data' LOAD_CONST 'POST' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST 'body' LOAD_CONST True LOAD_GLOBAL TimeseriesFormulaQueryRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _query_timeseries_data_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL IntakePayloadAccepted BUILD_TUPLE LOAD_CONST 'apiKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/series' LOAD_CONST 'submit_metrics' LOAD_CONST 'POST' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_GLOBAL MetricContentEncoding BUILD_TUPLE LOAD_CONST 'Content-Encoding' LOAD_CONST 'header' LOAD_CONST ('openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL MetricPayload BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('content_encoding', 'body') BUILD_CONST_KEY_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _submit_metrics_endpoint LOAD_GLOBAL _Endpoint LOAD_GLOBAL MetricTagConfigurationResponse BUILD_TUPLE LOAD_CONST 'apiKeyAuth' LOAD_CONST 'appKeyAuth' BUILD_LIST LOAD_CONST '/api/v2/metrics/{metric_name}/tags' LOAD_CONST 'update_tag_configuration' LOAD_CONST 'PATCH' LOAD_CONST 'v2' LOAD_CONST ('response_type', 'auth', 'endpoint_path', 'operation_id', 'http_method', 'version') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL str BUILD_TUPLE LOAD_CONST 'metric_name' LOAD_CONST 'path' LOAD_CONST ('required', 'openapi_types', 'attribute', 'location') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_GLOBAL MetricTagConfigurationUpdateRequest BUILD_TUPLE LOAD_CONST 'body' LOAD_CONST ('required', 'openapi_types', 'location') BUILD_CONST_KEY_MAP LOAD_CONST ('metric_name', 'body') BUILD_CONST_KEY_MAP LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST 'application/json' BUILD_LIST LOAD_CONST ('accept', 'content_type') BUILD_CONST_KEY_MAP LOAD_FAST api_client LOAD_CONST ('settings', 'params_map', 'headers_map', 'api_client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _update_tag_configuration_endpoint LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _create_bulk_tags_metrics_configuration_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _create_tag_configuration_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _delete_bulk_tags_metrics_configuration_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _delete_tag_configuration_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST filter_groups LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_groups LOAD_FAST kwargs LOAD_CONST 'filter_groups' STORE_SUBSCR LOAD_FAST filter_hours_ago LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_hours_ago LOAD_FAST kwargs LOAD_CONST 'filter_hours_ago' STORE_SUBSCR LOAD_FAST filter_num_aggregations LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_num_aggregations LOAD_FAST kwargs LOAD_CONST 'filter_num_aggregations' STORE_SUBSCR LOAD_FAST filter_pct LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_pct LOAD_FAST kwargs LOAD_CONST 'filter_pct' STORE_SUBSCR LOAD_FAST filter_timespan_h LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_timespan_h LOAD_FAST kwargs LOAD_CONST 'filter_timespan_h' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _estimate_metrics_output_series_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST window_seconds LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST window_seconds LOAD_FAST kwargs LOAD_CONST 'window_seconds' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _list_active_metric_configurations_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _list_tag_configuration_by_name_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST filter_configured LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_configured LOAD_FAST kwargs LOAD_CONST 'filter_configured' STORE_SUBSCR LOAD_FAST filter_tags_configured LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_tags_configured LOAD_FAST kwargs LOAD_CONST 'filter_tags_configured' STORE_SUBSCR LOAD_FAST filter_metric_type LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_metric_type LOAD_FAST kwargs LOAD_CONST 'filter_metric_type' STORE_SUBSCR LOAD_FAST filter_include_percentiles LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_include_percentiles LOAD_FAST kwargs LOAD_CONST 'filter_include_percentiles' STORE_SUBSCR LOAD_FAST filter_queried LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_queried LOAD_FAST kwargs LOAD_CONST 'filter_queried' STORE_SUBSCR LOAD_FAST filter_tags LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST filter_tags LOAD_FAST kwargs LOAD_CONST 'filter_tags' STORE_SUBSCR LOAD_FAST window_seconds LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST window_seconds LOAD_FAST kwargs LOAD_CONST 'window_seconds' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _list_tag_configurations_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _list_tags_by_metric_name_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _list_volumes_by_metric_name_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _query_scalar_data_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _query_timeseries_data_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST content_encoding LOAD_GLOBAL unset COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST content_encoding LOAD_FAST kwargs LOAD_CONST 'content_encoding' STORE_SUBSCR LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _submit_metrics_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_FAST metric_name LOAD_FAST kwargs LOAD_CONST 'metric_name' STORE_SUBSCR LOAD_FAST body LOAD_FAST kwargs LOAD_CONST 'body' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _update_tag_configuration_endpoint LOAD_ATTR call_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE
from __future__ import annotations from typing import Any, Dict, Union from datadog_api_client.api_client import ApiClient, Endpoint as _Endpoint from datadog_api_client.configuration import Configuration from datadog_api_client.model_utils import ( UnsetType, unset, ) from datadog_api_client.v2.model.metrics_and_metric_tag_configurations_response import ( MetricsAndMetricTagConfigurationsResponse, ) from datadog_api_client.v2.model.metric_tag_configuration_metric_types import ( MetricTagConfigurationMetricTypes, ) from datadog_api_client.v2.model.metric_bulk_tag_config_response import ( MetricBulkTagConfigResponse, ) from datadog_api_client.v2.model.metric_bulk_tag_config_delete_request import ( MetricBulkTagConfigDeleteRequest, ) from datadog_api_client.v2.model.metric_bulk_tag_config_create_request import ( MetricBulkTagConfigCreateRequest, ) from datadog_api_client.v2.model.metric_suggested_tags_and_aggregations_response import ( MetricSuggestedTagsAndAggregationsResponse, ) from datadog_api_client.v2.model.metric_all_tags_response import MetricAllTagsResponse from datadog_api_client.v2.model.metric_estimate_response import MetricEstimateResponse from datadog_api_client.v2.model.metric_tag_configuration_response import ( MetricTagConfigurationResponse, ) from datadog_api_client.v2.model.metric_tag_configuration_update_request import ( MetricTagConfigurationUpdateRequest, ) from datadog_api_client.v2.model.metric_tag_configuration_create_request import ( MetricTagConfigurationCreateRequest, ) from datadog_api_client.v2.model.metric_volumes_response import MetricVolumesResponse from datadog_api_client.v2.model.scalar_formula_query_response import ( ScalarFormulaQueryResponse, ) from datadog_api_client.v2.model.scalar_formula_query_request import ( ScalarFormulaQueryRequest, ) from datadog_api_client.v2.model.timeseries_formula_query_response import ( TimeseriesFormulaQueryResponse, ) from datadog_api_client.v2.model.timeseries_formula_query_request import ( TimeseriesFormulaQueryRequest, ) from datadog_api_client.v2.model.intake_payload_accepted import IntakePayloadAccepted from datadog_api_client.v2.model.metric_content_encoding import MetricContentEncoding from datadog_api_client.v2.model.metric_payload import MetricPayload class MetricsApi: """ The metrics endpoint allows you to: * Post metrics data so it can be graphed on Datadog’s dashboards * Query metrics from any time period (timeseries and scalar) * Modify tag configurations for metrics * View tags and volumes for metrics **Note** : A graph can only contain a set number of points and as the timeframe over which a metric is viewed increases, aggregation between points occurs to stay below that set number. The Post, Patch, and Delete ``manage_tags`` API methods can only be performed by a user who has the ``Manage Tags for Metrics`` permission. """ def __init__(self, api_client=None): if api_client is None: api_client = ApiClient(Configuration()) self.api_client = api_client self._create_bulk_tags_metrics_configuration_endpoint = _Endpoint( settings={ "response_type": (MetricBulkTagConfigResponse,), "auth": ["apiKeyAuth", "appKeyAuth"], "endpoint_path": "/api/v2/metrics/config/bulk-tags", "operation_id": "create_bulk_tags_metrics_configuration", "http_method": "POST", "version": "v2", }, params_map={ "body": { "required": True, "openapi_types": (MetricBulkTagConfigCreateRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._create_tag_configuration_endpoint = _Endpoint( settings={ "response_type": (MetricTagConfigurationResponse,), "auth": ["apiKeyAuth", "appKeyAuth"], "endpoint_path": "/api/v2/metrics/{metric_name}/tags", "operation_id": "create_tag_configuration", "http_method": "POST", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, "body": { "required": True, "openapi_types": (MetricTagConfigurationCreateRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._delete_bulk_tags_metrics_configuration_endpoint = _Endpoint( settings={ "response_type": (MetricBulkTagConfigResponse,), "auth": ["apiKeyAuth", "appKeyAuth"], "endpoint_path": "/api/v2/metrics/config/bulk-tags", "operation_id": "delete_bulk_tags_metrics_configuration", "http_method": "DELETE", "version": "v2", }, params_map={ "body": { "required": True, "openapi_types": (MetricBulkTagConfigDeleteRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._delete_tag_configuration_endpoint = _Endpoint( settings={ "response_type": None, "auth": ["apiKeyAuth", "appKeyAuth"], "endpoint_path": "/api/v2/metrics/{metric_name}/tags", "operation_id": "delete_tag_configuration", "http_method": "DELETE", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, }, headers_map={ "accept": ["*/*"], }, api_client=api_client, ) self._estimate_metrics_output_series_endpoint = _Endpoint( settings={ "response_type": (MetricEstimateResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics/{metric_name}/estimate", "operation_id": "estimate_metrics_output_series", "http_method": "GET", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, "filter_groups": { "openapi_types": (str,), "attribute": "filter[groups]", "location": "query", }, "filter_hours_ago": { "validation": { "inclusive_maximum": 2147483647, }, "openapi_types": (int,), "attribute": "filter[hours_ago]", "location": "query", }, "filter_num_aggregations": { "validation": { "inclusive_maximum": 9, }, "openapi_types": (int,), "attribute": "filter[num_aggregations]", "location": "query", }, "filter_pct": { "openapi_types": (bool,), "attribute": "filter[pct]", "location": "query", }, "filter_timespan_h": { "validation": { "inclusive_maximum": 2147483647, }, "openapi_types": (int,), "attribute": "filter[timespan_h]", "location": "query", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._list_active_metric_configurations_endpoint = _Endpoint( settings={ "response_type": (MetricSuggestedTagsAndAggregationsResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics/{metric_name}/active-configurations", "operation_id": "list_active_metric_configurations", "http_method": "GET", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, "window_seconds": { "openapi_types": (int,), "attribute": "window[seconds]", "location": "query", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._list_tag_configuration_by_name_endpoint = _Endpoint( settings={ "response_type": (MetricTagConfigurationResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics/{metric_name}/tags", "operation_id": "list_tag_configuration_by_name", "http_method": "GET", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._list_tag_configurations_endpoint = _Endpoint( settings={ "response_type": (MetricsAndMetricTagConfigurationsResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics", "operation_id": "list_tag_configurations", "http_method": "GET", "version": "v2", }, params_map={ "filter_configured": { "openapi_types": (bool,), "attribute": "filter[configured]", "location": "query", }, "filter_tags_configured": { "openapi_types": (str,), "attribute": "filter[tags_configured]", "location": "query", }, "filter_metric_type": { "openapi_types": (MetricTagConfigurationMetricTypes,), "attribute": "filter[metric_type]", "location": "query", }, "filter_include_percentiles": { "openapi_types": (bool,), "attribute": "filter[include_percentiles]", "location": "query", }, "filter_queried": { "openapi_types": (bool,), "attribute": "filter[queried]", "location": "query", }, "filter_tags": { "openapi_types": (str,), "attribute": "filter[tags]", "location": "query", }, "window_seconds": { "openapi_types": (int,), "attribute": "window[seconds]", "location": "query", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._list_tags_by_metric_name_endpoint = _Endpoint( settings={ "response_type": (MetricAllTagsResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics/{metric_name}/all-tags", "operation_id": "list_tags_by_metric_name", "http_method": "GET", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._list_volumes_by_metric_name_endpoint = _Endpoint( settings={ "response_type": (MetricVolumesResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/metrics/{metric_name}/volumes", "operation_id": "list_volumes_by_metric_name", "http_method": "GET", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, }, headers_map={ "accept": ["application/json"], }, api_client=api_client, ) self._query_scalar_data_endpoint = _Endpoint( settings={ "response_type": (ScalarFormulaQueryResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/query/scalar", "operation_id": "query_scalar_data", "http_method": "POST", "version": "v2", }, params_map={ "body": { "required": True, "openapi_types": (ScalarFormulaQueryRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._query_timeseries_data_endpoint = _Endpoint( settings={ "response_type": (TimeseriesFormulaQueryResponse,), "auth": ["apiKeyAuth", "appKeyAuth", "AuthZ"], "endpoint_path": "/api/v2/query/timeseries", "operation_id": "query_timeseries_data", "http_method": "POST", "version": "v2", }, params_map={ "body": { "required": True, "openapi_types": (TimeseriesFormulaQueryRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._submit_metrics_endpoint = _Endpoint( settings={ "response_type": (IntakePayloadAccepted,), "auth": ["apiKeyAuth"], "endpoint_path": "/api/v2/series", "operation_id": "submit_metrics", "http_method": "POST", "version": "v2", }, params_map={ "content_encoding": { "openapi_types": (MetricContentEncoding,), "attribute": "Content-Encoding", "location": "header", }, "body": { "required": True, "openapi_types": (MetricPayload,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) self._update_tag_configuration_endpoint = _Endpoint( settings={ "response_type": (MetricTagConfigurationResponse,), "auth": ["apiKeyAuth", "appKeyAuth"], "endpoint_path": "/api/v2/metrics/{metric_name}/tags", "operation_id": "update_tag_configuration", "http_method": "PATCH", "version": "v2", }, params_map={ "metric_name": { "required": True, "openapi_types": (str,), "attribute": "metric_name", "location": "path", }, "body": { "required": True, "openapi_types": (MetricTagConfigurationUpdateRequest,), "location": "body", }, }, headers_map={ "accept": ["application/json"], "content_type": ["application/json"], }, api_client=api_client, ) def create_bulk_tags_metrics_configuration( self, body: MetricBulkTagConfigCreateRequest, ) -> MetricBulkTagConfigResponse: """Configure tags for multiple metrics. Create and define a list of queryable tag keys for a set of existing count, gauge, rate, and distribution metrics. Metrics are selected by passing a metric name prefix. Use the Delete method of this API path to remove tag configurations. Results can be sent to a set of account email addresses, just like the same operation in the Datadog web app. If multiple calls include the same metric, the last configuration applied (not by submit order) is used, do not expect deterministic ordering of concurrent calls. The ``exclude_tags_mode`` value will set all metrics that match the prefix to the same exclusion state, metric tag configurations do not support mixed inclusion and exclusion for tags on the same metric. Can only be used with application keys of users with the ``Manage Tags for Metrics`` permission. :type body: MetricBulkTagConfigCreateRequest :rtype: MetricBulkTagConfigResponse """ kwargs: Dict[str, Any] = {} kwargs["body"] = body return ( self._create_bulk_tags_metrics_configuration_endpoint.call_with_http_info( **kwargs ) ) def create_tag_configuration( self, metric_name: str, body: MetricTagConfigurationCreateRequest, ) -> MetricTagConfigurationResponse: """Create a tag configuration. Create and define a list of queryable tag keys for an existing count/gauge/rate/distribution metric. Optionally, include percentile aggregations on any distribution metric or configure custom aggregations on any count, rate, or gauge metric. By setting ``exclude_tags_mode`` to true the behavior is changed from an allow-list to a deny-list, and tags in the defined list will not be queryable. Can only be used with application keys of users with the ``Manage Tags for Metrics`` permission. :param metric_name: The name of the metric. :type metric_name: str :type body: MetricTagConfigurationCreateRequest :rtype: MetricTagConfigurationResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name kwargs["body"] = body return self._create_tag_configuration_endpoint.call_with_http_info(**kwargs) def delete_bulk_tags_metrics_configuration( self, body: MetricBulkTagConfigDeleteRequest, ) -> MetricBulkTagConfigResponse: """Delete tags for multiple metrics. Delete all custom lists of queryable tag keys for a set of existing count, gauge, rate, and distribution metrics. Metrics are selected by passing a metric name prefix. Results can be sent to a set of account email addresses, just like the same operation in the Datadog web app. Can only be used with application keys of users with the ``Manage Tags for Metrics`` permission. :type body: MetricBulkTagConfigDeleteRequest :rtype: MetricBulkTagConfigResponse """ kwargs: Dict[str, Any] = {} kwargs["body"] = body return ( self._delete_bulk_tags_metrics_configuration_endpoint.call_with_http_info( **kwargs ) ) def delete_tag_configuration( self, metric_name: str, ) -> None: """Delete a tag configuration. Deletes a metric's tag configuration. Can only be used with application keys from users with the ``Manage Tags for Metrics`` permission. :param metric_name: The name of the metric. :type metric_name: str :rtype: None """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name return self._delete_tag_configuration_endpoint.call_with_http_info(**kwargs) def estimate_metrics_output_series( self, metric_name: str, *, filter_groups: Union[str, UnsetType] = unset, filter_hours_ago: Union[int, UnsetType] = unset, filter_num_aggregations: Union[int, UnsetType] = unset, filter_pct: Union[bool, UnsetType] = unset, filter_timespan_h: Union[int, UnsetType] = unset, ) -> MetricEstimateResponse: """Tag Configuration Cardinality Estimator. Returns the estimated cardinality for a metric with a given tag, percentile and number of aggregations configuration using Metrics without Limits&trade;. :param metric_name: The name of the metric. :type metric_name: str :param filter_groups: Filtered tag keys that the metric is configured to query with. :type filter_groups: str, optional :param filter_hours_ago: The number of hours of look back (from now) to estimate cardinality with. :type filter_hours_ago: int, optional :param filter_num_aggregations: The number of aggregations that a ``count`` , ``rate`` , or ``gauge`` metric is configured to use. Max number of aggregation combos is 9. :type filter_num_aggregations: int, optional :param filter_pct: A boolean, for distribution metrics only, to estimate cardinality if the metric includes additional percentile aggregators. :type filter_pct: bool, optional :param filter_timespan_h: A window, in hours, from the look back to estimate cardinality with. :type filter_timespan_h: int, optional :rtype: MetricEstimateResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name if filter_groups is not unset: kwargs["filter_groups"] = filter_groups if filter_hours_ago is not unset: kwargs["filter_hours_ago"] = filter_hours_ago if filter_num_aggregations is not unset: kwargs["filter_num_aggregations"] = filter_num_aggregations if filter_pct is not unset: kwargs["filter_pct"] = filter_pct if filter_timespan_h is not unset: kwargs["filter_timespan_h"] = filter_timespan_h return self._estimate_metrics_output_series_endpoint.call_with_http_info( **kwargs ) def list_active_metric_configurations( self, metric_name: str, *, window_seconds: Union[int, UnsetType] = unset, ) -> MetricSuggestedTagsAndAggregationsResponse: """List active tags and aggregations. List tags and aggregations that are actively queried on dashboards and monitors for a given metric name. :param metric_name: The name of the metric. :type metric_name: str :param window_seconds: The number of seconds of look back (from now). Default value is 604,800 (1 week), minimum value is 7200 (2 hours), maximum value is 2,630,000 (1 month). :type window_seconds: int, optional :rtype: MetricSuggestedTagsAndAggregationsResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name if window_seconds is not unset: kwargs["window_seconds"] = window_seconds return self._list_active_metric_configurations_endpoint.call_with_http_info( **kwargs ) def list_tag_configuration_by_name( self, metric_name: str, ) -> MetricTagConfigurationResponse: """List tag configuration by name. Returns the tag configuration for the given metric name. :param metric_name: The name of the metric. :type metric_name: str :rtype: MetricTagConfigurationResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name return self._list_tag_configuration_by_name_endpoint.call_with_http_info( **kwargs ) def list_tag_configurations( self, *, filter_configured: Union[bool, UnsetType] = unset, filter_tags_configured: Union[str, UnsetType] = unset, filter_metric_type: Union[MetricTagConfigurationMetricTypes, UnsetType] = unset, filter_include_percentiles: Union[bool, UnsetType] = unset, filter_queried: Union[bool, UnsetType] = unset, filter_tags: Union[str, UnsetType] = unset, window_seconds: Union[int, UnsetType] = unset, ) -> MetricsAndMetricTagConfigurationsResponse: """Get a list of metrics. Returns all metrics that can be configured in the Metrics Summary page or with Metrics without Limits™ (matching additional filters if specified). :param filter_configured: Filter custom metrics that have configured tags. :type filter_configured: bool, optional :param filter_tags_configured: Filter tag configurations by configured tags. :type filter_tags_configured: str, optional :param filter_metric_type: Filter metrics by metric type. :type filter_metric_type: MetricTagConfigurationMetricTypes, optional :param filter_include_percentiles: Filter distributions with additional percentile aggregations enabled or disabled. :type filter_include_percentiles: bool, optional :param filter_queried: (Beta) Filter custom metrics that have or have not been queried in the specified window[seconds]. If no window is provided or the window is less than 2 hours, a default of 2 hours will be applied. :type filter_queried: bool, optional :param filter_tags: Filter metrics that have been submitted with the given tags. Supports boolean and wildcard expressions. Can only be combined with the filter[queried] filter. :type filter_tags: str, optional :param window_seconds: The number of seconds of look back (from now) to apply to a filter[tag] or filter[queried] query. Default value is 3600 (1 hour), maximum value is 2,592,000 (30 days). :type window_seconds: int, optional :rtype: MetricsAndMetricTagConfigurationsResponse """ kwargs: Dict[str, Any] = {} if filter_configured is not unset: kwargs["filter_configured"] = filter_configured if filter_tags_configured is not unset: kwargs["filter_tags_configured"] = filter_tags_configured if filter_metric_type is not unset: kwargs["filter_metric_type"] = filter_metric_type if filter_include_percentiles is not unset: kwargs["filter_include_percentiles"] = filter_include_percentiles if filter_queried is not unset: kwargs["filter_queried"] = filter_queried if filter_tags is not unset: kwargs["filter_tags"] = filter_tags if window_seconds is not unset: kwargs["window_seconds"] = window_seconds return self._list_tag_configurations_endpoint.call_with_http_info(**kwargs) def list_tags_by_metric_name( self, metric_name: str, ) -> MetricAllTagsResponse: """List tags by metric name. View indexed tag key-value pairs for a given metric name. :param metric_name: The name of the metric. :type metric_name: str :rtype: MetricAllTagsResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name return self._list_tags_by_metric_name_endpoint.call_with_http_info(**kwargs) def list_volumes_by_metric_name( self, metric_name: str, ) -> MetricVolumesResponse: """List distinct metric volumes by metric name. View distinct metrics volumes for the given metric name. Custom metrics generated in-app from other products will return ``null`` for ingested volumes. :param metric_name: The name of the metric. :type metric_name: str :rtype: MetricVolumesResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name return self._list_volumes_by_metric_name_endpoint.call_with_http_info(**kwargs) def query_scalar_data( self, body: ScalarFormulaQueryRequest, ) -> ScalarFormulaQueryResponse: """Query scalar data across multiple products. Query scalar values (as seen on Query Value, Table, and Toplist widgets). Multiple data sources are supported with the ability to process the data using formulas and functions. :type body: ScalarFormulaQueryRequest :rtype: ScalarFormulaQueryResponse """ kwargs: Dict[str, Any] = {} kwargs["body"] = body return self._query_scalar_data_endpoint.call_with_http_info(**kwargs) def query_timeseries_data( self, body: TimeseriesFormulaQueryRequest, ) -> TimeseriesFormulaQueryResponse: """Query timeseries data across multiple products. Query timeseries data across various data sources and process the data by applying formulas and functions. :type body: TimeseriesFormulaQueryRequest :rtype: TimeseriesFormulaQueryResponse """ kwargs: Dict[str, Any] = {} kwargs["body"] = body return self._query_timeseries_data_endpoint.call_with_http_info(**kwargs) def submit_metrics( self, body: MetricPayload, *, content_encoding: Union[MetricContentEncoding, UnsetType] = unset, ) -> IntakePayloadAccepted: """Submit metrics. The metrics end-point allows you to post time-series data that can be graphed on Datadog’s dashboards. The maximum payload size is 500 kilobytes (512000 bytes). Compressed payloads must have a decompressed size of less than 5 megabytes (5242880 bytes). If you’re submitting metrics directly to the Datadog API without using DogStatsD, expect: * 64 bits for the timestamp * 64 bits for the value * 20 bytes for the metric names * 50 bytes for the timeseries * The full payload is approximately 100 bytes. Host name is one of the resources in the Resources field. :type body: MetricPayload :param content_encoding: HTTP header used to compress the media-type. :type content_encoding: MetricContentEncoding, optional :rtype: IntakePayloadAccepted """ kwargs: Dict[str, Any] = {} if content_encoding is not unset: kwargs["content_encoding"] = content_encoding kwargs["body"] = body return self._submit_metrics_endpoint.call_with_http_info(**kwargs) def update_tag_configuration( self, metric_name: str, body: MetricTagConfigurationUpdateRequest, ) -> MetricTagConfigurationResponse: """Update a tag configuration. Update the tag configuration of a metric or percentile aggregations of a distribution metric or custom aggregations of a count, rate, or gauge metric. By setting ``exclude_tags_mode`` to true the behavior is changed from an allow-list to a deny-list, and tags in the defined list will not be queryable. Can only be used with application keys from users with the ``Manage Tags for Metrics`` permission. This endpoint requires a tag configuration to be created first. :param metric_name: The name of the metric. :type metric_name: str :type body: MetricTagConfigurationUpdateRequest :rtype: MetricTagConfigurationResponse """ kwargs: Dict[str, Any] = {} kwargs["metric_name"] = metric_name kwargs["body"] = body return self._update_tag_configuration_endpoint.call_with_http_info(**kwargs)
data/datadog-api-client-2.22.0/src/datadog_api_client/v2/api/metrics_api.py
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LOAD_CONST 0 LOAD_CONST ('Awaitable', 'Callable', 'Dict', 'Optional', 'Sequence', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Awaitable STORE_NAME Awaitable IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('gapic_v1', 'grpc_helpers_async', 'operations_v1') IMPORT_NAME google.api_core IMPORT_FROM gapic_v1 STORE_NAME gapic_v1 IMPORT_FROM grpc_helpers_async STORE_NAME grpc_helpers_async IMPORT_FROM operations_v1 STORE_NAME operations_v1 POP_TOP LOAD_CONST 0 LOAD_CONST ('credentials',) IMPORT_NAME google.auth IMPORT_FROM credentials STORE_NAME ga_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('SslCredentials',) IMPORT_NAME google.auth.transport.grpc IMPORT_FROM SslCredentials STORE_NAME SslCredentials POP_TOP LOAD_CONST 0 LOAD_CONST ('operations_pb2',) IMPORT_NAME google.longrunning IMPORT_FROM operations_pb2 STORE_NAME operations_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('empty_pb2',) IMPORT_NAME google.protobuf IMPORT_FROM empty_pb2 STORE_NAME empty_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME grpc STORE_NAME grpc LOAD_CONST 0 LOAD_CONST ('aio',) IMPORT_NAME grpc.experimental IMPORT_FROM aio STORE_NAME aio POP_TOP LOAD_CONST 0 LOAD_CONST ('product_search_service',) IMPORT_NAME google.cloud.vision_v1p3beta1.types IMPORT_FROM product_search_service STORE_NAME product_search_service POP_TOP LOAD_CONST 1 LOAD_CONST ('DEFAULT_CLIENT_INFO', 'ProductSearchTransport') IMPORT_NAME base IMPORT_FROM DEFAULT_CLIENT_INFO STORE_NAME DEFAULT_CLIENT_INFO IMPORT_FROM ProductSearchTransport STORE_NAME ProductSearchTransport POP_TOP LOAD_CONST 1 LOAD_CONST ('ProductSearchGrpcTransport',) IMPORT_NAME grpc IMPORT_FROM ProductSearchGrpcTransport STORE_NAME ProductSearchGrpcTransport POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object ProductSearchGrpcAsyncIOTransport at 0x7fab427a15d0, file "f.py", line 18> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport' MAKE_FUNCTION LOAD_CONST 'ProductSearchGrpcAsyncIOTransport' LOAD_NAME ProductSearchTransport CALL_FUNCTION STORE_NAME ProductSearchGrpcAsyncIOTransport LOAD_CONST ('ProductSearchGrpcAsyncIOTransport',) STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductSearchGrpcAsyncIOTransport' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'gRPC AsyncIO backend transport for ProductSearch.\n\n Manages Products and ProductSets of reference images for use in\n product search. It uses the following resource model:\n\n - The API has a collection of\n [ProductSet][google.cloud.vision.v1p3beta1.ProductSet] resources,\n named ``projects/*/locations/*/productSets/*``, which acts as a\n way to put different products into groups to limit\n identification.\n\n In parallel,\n\n - The API has a collection of\n [Product][google.cloud.vision.v1p3beta1.Product] resources, named\n ``projects/*/locations/*/products/*``\n\n - Each [Product][google.cloud.vision.v1p3beta1.Product] has a\n collection of\n [ReferenceImage][google.cloud.vision.v1p3beta1.ReferenceImage]\n resources, named\n ``projects/*/locations/*/products/*/referenceImages/*``\n\n This class defines the same methods as the primary client, so the\n primary client can load the underlying transport implementation\n and call it.\n\n It sends protocol buffers over the wire using gRPC (which is built on\n top of HTTP/2); the ``grpcio`` package must be installed.\n ' STORE_NAME __doc__ LOAD_NAME aio LOAD_ATTR Channel LOAD_NAME __annotations__ LOAD_CONST '_grpc_channel' STORE_SUBSCR BUILD_MAP STORE_NAME _stubs LOAD_NAME Dict LOAD_NAME str LOAD_NAME Callable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_stubs' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST ('vision.googleapis.com', None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME aio LOAD_ATTR Channel LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'quota_project_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_channel at 0x7fab0028b4b0, file "f.py", line 53> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.create_channel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_channel LOAD_CONST 'vision.googleapis.com' LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_NAME DEFAULT_CLIENT_INFO LOAD_CONST False LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'channel', 'api_mtls_endpoint', 'client_cert_source', 'ssl_channel_credentials', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience') BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME aio LOAD_ATTR Channel BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Tuple LOAD_NAME bytes LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME grpc LOAD_ATTR ChannelCredentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Tuple LOAD_NAME bytes LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'channel', 'api_mtls_endpoint', 'client_cert_source', 'ssl_channel_credentials', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823a3c90, file "f.py", line 96> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME aio LOAD_ATTR Channel LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object grpc_channel at 0x7fab801d98a0, file "f.py", line 222> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.grpc_channel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grpc_channel LOAD_NAME property LOAD_NAME operations_v1 LOAD_ATTR OperationsAsyncClient LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object operations_client at 0x7fab801d90c0, file "f.py", line 231> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.operations_client' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operations_client LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR CreateProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ProductSet BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_product_set at 0x7fab801d9780, file "f.py", line 245> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.create_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR ListProductSetsRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ListProductSetsResponse BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_product_sets at 0x7fab801d94b0, file "f.py", line 275> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.list_product_sets' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_product_sets LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR GetProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ProductSet BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_product_set at 0x7fab801d9540, file "f.py", line 305> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.get_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR UpdateProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ProductSet BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_product_set at 0x7fab42adb150, file "f.py", line 334> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.update_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR DeleteProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME empty_pb2 LOAD_ATTR Empty BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_product_set at 0x7faaac203930, file "f.py", line 367> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.delete_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR CreateProductRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR Product BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_product at 0x7faaac2039c0, file "f.py", line 399> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.create_product' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_product LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR ListProductsRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ListProductsResponse BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_products at 0x7faaac2036f0, file "f.py", line 433> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.list_products' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_products LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR GetProductRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR Product BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_product at 0x7faaac203300, file "f.py", line 463> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.get_product' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_product LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR UpdateProductRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR Product BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_product at 0x7faaac203db0, file "f.py", line 492> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.update_product' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_product LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR DeleteProductRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME empty_pb2 LOAD_ATTR Empty BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_product at 0x7faaac2031e0, file "f.py", line 532> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.delete_product' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_product LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR CreateReferenceImageRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ReferenceImage BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_reference_image at 0x7faa5e9e9f60, file "f.py", line 564> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.create_reference_image' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_reference_image LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR DeleteReferenceImageRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME empty_pb2 LOAD_ATTR Empty BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_reference_image at 0x7faa5e9e9660, file "f.py", line 610> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.delete_reference_image' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_reference_image LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR ListReferenceImagesRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ListReferenceImagesResponse BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_reference_images at 0x7faa5e9e9c90, file "f.py", line 645> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.list_reference_images' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_reference_images LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR GetReferenceImageRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ReferenceImage BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_reference_image at 0x7faa5e9e9b70, file "f.py", line 676> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.get_reference_image' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_reference_image LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR AddProductToProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME empty_pb2 LOAD_ATTR Empty BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object add_product_to_product_set at 0x7faa5e9e9ae0, file "f.py", line 705> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.add_product_to_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME add_product_to_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR RemoveProductFromProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME empty_pb2 LOAD_ATTR Empty BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object remove_product_from_product_set at 0x7faa5e9e98a0, file "f.py", line 738> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.remove_product_from_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME remove_product_from_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR ListProductsInProductSetRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME product_search_service LOAD_ATTR ListProductsInProductSetResponse BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_products_in_product_set at 0x7faa5e9e9390, file "f.py", line 771> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.list_products_in_product_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_products_in_product_set LOAD_NAME property LOAD_NAME Callable LOAD_NAME product_search_service LOAD_ATTR ImportProductSetsRequest BUILD_LIST LOAD_NAME Awaitable LOAD_NAME operations_pb2 LOAD_ATTR Operation BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object import_product_sets at 0x7faa5e9e94b0, file "f.py", line 803> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.import_product_sets' MAKE_FUNCTION CALL_FUNCTION STORE_NAME import_product_sets LOAD_CONST <code object close at 0x7faa5e9e95d0, file "f.py", line 839> LOAD_CONST 'ProductSearchGrpcAsyncIOTransport.close' MAKE_FUNCTION STORE_NAME close LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL grpc_helpers_async LOAD_ATTR create_channel LOAD_FAST host BUILD_TUPLE LOAD_FAST credentials LOAD_FAST credentials_file LOAD_FAST quota_project_id LOAD_FAST cls LOAD_ATTR AUTH_SCOPES LOAD_FAST scopes LOAD_FAST cls LOAD_ATTR DEFAULT_HOST LOAD_CONST ('credentials', 'credentials_file', 'quota_project_id', 'default_scopes', 'scopes', 'default_host') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _grpc_channel LOAD_FAST ssl_channel_credentials LOAD_FAST self STORE_ATTR _ssl_channel_credentials BUILD_MAP LOAD_FAST self STORE_ATTR _stubs LOAD_CONST None LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST api_mtls_endpoint POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'api_mtls_endpoint is deprecated' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST client_cert_source POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'client_cert_source is deprecated' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST channel POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST credentials LOAD_FAST channel LOAD_FAST self STORE_ATTR _grpc_channel LOAD_CONST None LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_FORWARD to 164 LOAD_FAST api_mtls_endpoint POP_JUMP_IF_FALSE LOAD_FAST api_mtls_endpoint STORE_FAST host LOAD_FAST client_cert_source POP_JUMP_IF_FALSE LOAD_FAST client_cert_source CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST cert STORE_FAST key LOAD_GLOBAL grpc LOAD_ATTR ssl_channel_credentials LOAD_FAST cert LOAD_FAST key LOAD_CONST ('certificate_chain', 'private_key') CALL_FUNCTION LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_ABSOLUTE LOAD_GLOBAL SslCredentials CALL_FUNCTION LOAD_ATTR ssl_credentials LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_FORWARD to 164 LOAD_FAST client_cert_source_for_mtls POP_JUMP_IF_FALSE LOAD_FAST ssl_channel_credentials POP_JUMP_IF_TRUE LOAD_FAST client_cert_source_for_mtls CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST cert STORE_FAST key LOAD_GLOBAL grpc LOAD_ATTR ssl_channel_credentials LOAD_FAST cert LOAD_FAST key LOAD_CONST ('certificate_chain', 'private_key') CALL_FUNCTION LOAD_FAST self STORE_ATTR _ssl_channel_credentials LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST host LOAD_FAST credentials LOAD_FAST credentials_file LOAD_FAST scopes LOAD_FAST quota_project_id LOAD_FAST client_info LOAD_FAST always_use_jwt_access LOAD_FAST api_audience LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _grpc_channel POP_JUMP_IF_TRUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR create_channel LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _credentials LOAD_CONST None LOAD_FAST self LOAD_ATTR _scopes LOAD_FAST self LOAD_ATTR _ssl_channel_credentials LOAD_FAST quota_project_id LOAD_CONST ('grpc.max_send_message_length', -1) LOAD_CONST ('grpc.max_receive_message_length', -1) BUILD_LIST LOAD_CONST ('credentials', 'credentials_file', 'scopes', 'ssl_credentials', 'quota_project_id', 'options') CALL_FUNCTION LOAD_FAST self STORE_ATTR _grpc_channel LOAD_FAST self LOAD_METHOD _prep_wrapped_messages LOAD_FAST client_info CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _grpc_channel RETURN_VALUE LOAD_FAST self LOAD_ATTR _operations_client LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL operations_v1 LOAD_METHOD OperationsAsyncClient LOAD_FAST self LOAD_ATTR grpc_channel CALL_METHOD LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST self LOAD_ATTR _operations_client RETURN_VALUE LOAD_CONST 'create_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/CreateProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR CreateProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ProductSet LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_product_sets' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/ListProductSets' LOAD_GLOBAL product_search_service LOAD_ATTR ListProductSetsRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ListProductSetsResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_product_sets' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_product_sets' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/GetProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR GetProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ProductSet LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'update_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/UpdateProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR UpdateProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ProductSet LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'update_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'update_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'delete_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/DeleteProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR DeleteProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL empty_pb2 LOAD_ATTR Empty LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'create_product' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/CreateProduct' LOAD_GLOBAL product_search_service LOAD_ATTR CreateProductRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR Product LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_product' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_product' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_products' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/ListProducts' LOAD_GLOBAL product_search_service LOAD_ATTR ListProductsRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ListProductsResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_products' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_products' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_product' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/GetProduct' LOAD_GLOBAL product_search_service LOAD_ATTR GetProductRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR Product LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_product' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_product' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'update_product' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/UpdateProduct' LOAD_GLOBAL product_search_service LOAD_ATTR UpdateProductRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR Product LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'update_product' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'update_product' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'delete_product' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/DeleteProduct' LOAD_GLOBAL product_search_service LOAD_ATTR DeleteProductRequest LOAD_ATTR serialize LOAD_GLOBAL empty_pb2 LOAD_ATTR Empty LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_product' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_product' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'create_reference_image' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/CreateReferenceImage' LOAD_GLOBAL product_search_service LOAD_ATTR CreateReferenceImageRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ReferenceImage LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_reference_image' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_reference_image' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'delete_reference_image' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/DeleteReferenceImage' LOAD_GLOBAL product_search_service LOAD_ATTR DeleteReferenceImageRequest LOAD_ATTR serialize LOAD_GLOBAL empty_pb2 LOAD_ATTR Empty LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_reference_image' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_reference_image' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_reference_images' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/ListReferenceImages' LOAD_GLOBAL product_search_service LOAD_ATTR ListReferenceImagesRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ListReferenceImagesResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_reference_images' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_reference_images' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_reference_image' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/GetReferenceImage' LOAD_GLOBAL product_search_service LOAD_ATTR GetReferenceImageRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ReferenceImage LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_reference_image' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_reference_image' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'add_product_to_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/AddProductToProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR AddProductToProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL empty_pb2 LOAD_ATTR Empty LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'add_product_to_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'add_product_to_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'remove_product_from_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/RemoveProductFromProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR RemoveProductFromProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL empty_pb2 LOAD_ATTR Empty LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'remove_product_from_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'remove_product_from_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_products_in_product_set' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/ListProductsInProductSet' LOAD_GLOBAL product_search_service LOAD_ATTR ListProductsInProductSetRequest LOAD_ATTR serialize LOAD_GLOBAL product_search_service LOAD_ATTR ListProductsInProductSetResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_products_in_product_set' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_products_in_product_set' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'import_product_sets' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.vision.v1p3beta1.ProductSearch/ImportProductSets' LOAD_GLOBAL product_search_service LOAD_ATTR ImportProductSetsRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'import_product_sets' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'import_product_sets' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_METHOD close CALL_METHOD RETURN_VALUE
from typing import Awaitable, Callable, Dict, Optional, Sequence, Tuple, Union import warnings from google.api_core import gapic_v1, grpc_helpers_async, operations_v1 from google.auth import credentials as ga_credentials # type: ignore from google.auth.transport.grpc import SslCredentials # type: ignore from google.longrunning import operations_pb2 # type: ignore from google.protobuf import empty_pb2 # type: ignore import grpc # type: ignore from grpc.experimental import aio # type: ignore from google.cloud.vision_v1p3beta1.types import product_search_service from .base import DEFAULT_CLIENT_INFO, ProductSearchTransport from .grpc import ProductSearchGrpcTransport class ProductSearchGrpcAsyncIOTransport(ProductSearchTransport): """gRPC AsyncIO backend transport for ProductSearch. Manages Products and ProductSets of reference images for use in product search. It uses the following resource model: - The API has a collection of [ProductSet][google.cloud.vision.v1p3beta1.ProductSet] resources, named ``projects/*/locations/*/productSets/*``, which acts as a way to put different products into groups to limit identification. In parallel, - The API has a collection of [Product][google.cloud.vision.v1p3beta1.Product] resources, named ``projects/*/locations/*/products/*`` - Each [Product][google.cloud.vision.v1p3beta1.Product] has a collection of [ReferenceImage][google.cloud.vision.v1p3beta1.ReferenceImage] resources, named ``projects/*/locations/*/products/*/referenceImages/*`` This class defines the same methods as the primary client, so the primary client can load the underlying transport implementation and call it. It sends protocol buffers over the wire using gRPC (which is built on top of HTTP/2); the ``grpcio`` package must be installed. """ _grpc_channel: aio.Channel _stubs: Dict[str, Callable] = {} @classmethod def create_channel( cls, host: str = "vision.googleapis.com", credentials: Optional[ga_credentials.Credentials] = None, credentials_file: Optional[str] = None, scopes: Optional[Sequence[str]] = None, quota_project_id: Optional[str] = None, **kwargs, ) -> aio.Channel: """Create and return a gRPC AsyncIO channel object. Args: host (Optional[str]): The host for the channel to use. credentials (Optional[~.Credentials]): The authorization credentials to attach to requests. These credentials identify this application to the service. If none are specified, the client will attempt to ascertain the credentials from the environment. credentials_file (Optional[str]): A file with credentials that can be loaded with :func:`google.auth.load_credentials_from_file`. This argument is ignored if ``channel`` is provided. scopes (Optional[Sequence[str]]): A optional list of scopes needed for this service. These are only used when credentials are not specified and are passed to :func:`google.auth.default`. quota_project_id (Optional[str]): An optional project to use for billing and quota. kwargs (Optional[dict]): Keyword arguments, which are passed to the channel creation. Returns: aio.Channel: A gRPC AsyncIO channel object. """ return grpc_helpers_async.create_channel( host, credentials=credentials, credentials_file=credentials_file, quota_project_id=quota_project_id, default_scopes=cls.AUTH_SCOPES, scopes=scopes, default_host=cls.DEFAULT_HOST, **kwargs, ) def __init__( self, *, host: str = "vision.googleapis.com", credentials: Optional[ga_credentials.Credentials] = None, credentials_file: Optional[str] = None, scopes: Optional[Sequence[str]] = None, channel: Optional[aio.Channel] = None, api_mtls_endpoint: Optional[str] = None, client_cert_source: Optional[Callable[[], Tuple[bytes, bytes]]] = None, ssl_channel_credentials: Optional[grpc.ChannelCredentials] = None, client_cert_source_for_mtls: Optional[Callable[[], Tuple[bytes, bytes]]] = None, quota_project_id: Optional[str] = None, client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO, always_use_jwt_access: Optional[bool] = False, api_audience: Optional[str] = None, ) -> None: """Instantiate the transport. Args: host (Optional[str]): The hostname to connect to (default: 'vision.googleapis.com'). credentials (Optional[google.auth.credentials.Credentials]): The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. This argument is ignored if ``channel`` is provided. credentials_file (Optional[str]): A file with credentials that can be loaded with :func:`google.auth.load_credentials_from_file`. This argument is ignored if ``channel`` is provided. scopes (Optional[Sequence[str]]): A optional list of scopes needed for this service. These are only used when credentials are not specified and are passed to :func:`google.auth.default`. channel (Optional[aio.Channel]): A ``Channel`` instance through which to make calls. api_mtls_endpoint (Optional[str]): Deprecated. The mutual TLS endpoint. If provided, it overrides the ``host`` argument and tries to create a mutual TLS channel with client SSL credentials from ``client_cert_source`` or application default SSL credentials. client_cert_source (Optional[Callable[[], Tuple[bytes, bytes]]]): Deprecated. A callback to provide client SSL certificate bytes and private key bytes, both in PEM format. It is ignored if ``api_mtls_endpoint`` is None. ssl_channel_credentials (grpc.ChannelCredentials): SSL credentials for the grpc channel. It is ignored if ``channel`` is provided. client_cert_source_for_mtls (Optional[Callable[[], Tuple[bytes, bytes]]]): A callback to provide client certificate bytes and private key bytes, both in PEM format. It is used to configure a mutual TLS channel. It is ignored if ``channel`` or ``ssl_channel_credentials`` is provided. quota_project_id (Optional[str]): An optional project to use for billing and quota. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you're developing your own client library. always_use_jwt_access (Optional[bool]): Whether self signed JWT should be used for service account credentials. Raises: google.auth.exceptions.MutualTlsChannelError: If mutual TLS transport creation failed for any reason. google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials`` and ``credentials_file`` are passed. """ self._grpc_channel = None self._ssl_channel_credentials = ssl_channel_credentials self._stubs: Dict[str, Callable] = {} self._operations_client: Optional[operations_v1.OperationsAsyncClient] = None if api_mtls_endpoint: warnings.warn("api_mtls_endpoint is deprecated", DeprecationWarning) if client_cert_source: warnings.warn("client_cert_source is deprecated", DeprecationWarning) if channel: credentials = False self._grpc_channel = channel self._ssl_channel_credentials = None else: if api_mtls_endpoint: host = api_mtls_endpoint if client_cert_source: cert, key = client_cert_source() self._ssl_channel_credentials = grpc.ssl_channel_credentials( certificate_chain=cert, private_key=key ) else: self._ssl_channel_credentials = SslCredentials().ssl_credentials else: if client_cert_source_for_mtls and not ssl_channel_credentials: cert, key = client_cert_source_for_mtls() self._ssl_channel_credentials = grpc.ssl_channel_credentials( certificate_chain=cert, private_key=key ) super().__init__( host=host, credentials=credentials, credentials_file=credentials_file, scopes=scopes, quota_project_id=quota_project_id, client_info=client_info, always_use_jwt_access=always_use_jwt_access, api_audience=api_audience, ) if not self._grpc_channel: self._grpc_channel = type(self).create_channel( self._host, credentials=self._credentials, credentials_file=None, scopes=self._scopes, ssl_credentials=self._ssl_channel_credentials, quota_project_id=quota_project_id, options=[ ("grpc.max_send_message_length", -1), ("grpc.max_receive_message_length", -1), ], ) self._prep_wrapped_messages(client_info) @property def grpc_channel(self) -> aio.Channel: """Create the channel designed to connect to this service. This property caches on the instance; repeated calls return the same channel. """ return self._grpc_channel @property def operations_client(self) -> operations_v1.OperationsAsyncClient: """Create the client designed to process long-running operations. This property caches on the instance; repeated calls return the same client. """ if self._operations_client is None: self._operations_client = operations_v1.OperationsAsyncClient( self.grpc_channel ) return self._operations_client @property def create_product_set( self, ) -> Callable[ [product_search_service.CreateProductSetRequest], Awaitable[product_search_service.ProductSet], ]: r"""Return a callable for the create product set method over gRPC. Creates and returns a new ProductSet resource. Possible errors: - Returns INVALID_ARGUMENT if display_name is missing, or is longer than 4096 characters. Returns: Callable[[~.CreateProductSetRequest], Awaitable[~.ProductSet]]: A function that, when called, will call the underlying RPC on the server. """ if "create_product_set" not in self._stubs: self._stubs["create_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/CreateProductSet", request_serializer=product_search_service.CreateProductSetRequest.serialize, response_deserializer=product_search_service.ProductSet.deserialize, ) return self._stubs["create_product_set"] @property def list_product_sets( self, ) -> Callable[ [product_search_service.ListProductSetsRequest], Awaitable[product_search_service.ListProductSetsResponse], ]: r"""Return a callable for the list product sets method over gRPC. Lists ProductSets in an unspecified order. Possible errors: - Returns INVALID_ARGUMENT if page_size is greater than 100, or less than 1. Returns: Callable[[~.ListProductSetsRequest], Awaitable[~.ListProductSetsResponse]]: A function that, when called, will call the underlying RPC on the server. """ if "list_product_sets" not in self._stubs: self._stubs["list_product_sets"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/ListProductSets", request_serializer=product_search_service.ListProductSetsRequest.serialize, response_deserializer=product_search_service.ListProductSetsResponse.deserialize, ) return self._stubs["list_product_sets"] @property def get_product_set( self, ) -> Callable[ [product_search_service.GetProductSetRequest], Awaitable[product_search_service.ProductSet], ]: r"""Return a callable for the get product set method over gRPC. Gets information associated with a ProductSet. Possible errors: - Returns NOT_FOUND if the ProductSet does not exist. Returns: Callable[[~.GetProductSetRequest], Awaitable[~.ProductSet]]: A function that, when called, will call the underlying RPC on the server. """ if "get_product_set" not in self._stubs: self._stubs["get_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/GetProductSet", request_serializer=product_search_service.GetProductSetRequest.serialize, response_deserializer=product_search_service.ProductSet.deserialize, ) return self._stubs["get_product_set"] @property def update_product_set( self, ) -> Callable[ [product_search_service.UpdateProductSetRequest], Awaitable[product_search_service.ProductSet], ]: r"""Return a callable for the update product set method over gRPC. Makes changes to a ProductSet resource. Only display_name can be updated currently. Possible errors: - Returns NOT_FOUND if the ProductSet does not exist. - Returns INVALID_ARGUMENT if display_name is present in update_mask but missing from the request or longer than 4096 characters. Returns: Callable[[~.UpdateProductSetRequest], Awaitable[~.ProductSet]]: A function that, when called, will call the underlying RPC on the server. """ if "update_product_set" not in self._stubs: self._stubs["update_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/UpdateProductSet", request_serializer=product_search_service.UpdateProductSetRequest.serialize, response_deserializer=product_search_service.ProductSet.deserialize, ) return self._stubs["update_product_set"] @property def delete_product_set( self, ) -> Callable[ [product_search_service.DeleteProductSetRequest], Awaitable[empty_pb2.Empty] ]: r"""Return a callable for the delete product set method over gRPC. Permanently deletes a ProductSet. All Products and ReferenceImages in the ProductSet will be deleted. The actual image files are not deleted from Google Cloud Storage. Possible errors: - Returns NOT_FOUND if the ProductSet does not exist. Returns: Callable[[~.DeleteProductSetRequest], Awaitable[~.Empty]]: A function that, when called, will call the underlying RPC on the server. """ if "delete_product_set" not in self._stubs: self._stubs["delete_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/DeleteProductSet", request_serializer=product_search_service.DeleteProductSetRequest.serialize, response_deserializer=empty_pb2.Empty.FromString, ) return self._stubs["delete_product_set"] @property def create_product( self, ) -> Callable[ [product_search_service.CreateProductRequest], Awaitable[product_search_service.Product], ]: r"""Return a callable for the create product method over gRPC. Creates and returns a new product resource. Possible errors: - Returns INVALID_ARGUMENT if display_name is missing or longer than 4096 characters. - Returns INVALID_ARGUMENT if description is longer than 4096 characters. - Returns INVALID_ARGUMENT if product_category is missing or invalid. Returns: Callable[[~.CreateProductRequest], Awaitable[~.Product]]: A function that, when called, will call the underlying RPC on the server. """ if "create_product" not in self._stubs: self._stubs["create_product"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/CreateProduct", request_serializer=product_search_service.CreateProductRequest.serialize, response_deserializer=product_search_service.Product.deserialize, ) return self._stubs["create_product"] @property def list_products( self, ) -> Callable[ [product_search_service.ListProductsRequest], Awaitable[product_search_service.ListProductsResponse], ]: r"""Return a callable for the list products method over gRPC. Lists products in an unspecified order. Possible errors: - Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1. Returns: Callable[[~.ListProductsRequest], Awaitable[~.ListProductsResponse]]: A function that, when called, will call the underlying RPC on the server. """ if "list_products" not in self._stubs: self._stubs["list_products"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/ListProducts", request_serializer=product_search_service.ListProductsRequest.serialize, response_deserializer=product_search_service.ListProductsResponse.deserialize, ) return self._stubs["list_products"] @property def get_product( self, ) -> Callable[ [product_search_service.GetProductRequest], Awaitable[product_search_service.Product], ]: r"""Return a callable for the get product method over gRPC. Gets information associated with a Product. Possible errors: - Returns NOT_FOUND if the Product does not exist. Returns: Callable[[~.GetProductRequest], Awaitable[~.Product]]: A function that, when called, will call the underlying RPC on the server. """ if "get_product" not in self._stubs: self._stubs["get_product"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/GetProduct", request_serializer=product_search_service.GetProductRequest.serialize, response_deserializer=product_search_service.Product.deserialize, ) return self._stubs["get_product"] @property def update_product( self, ) -> Callable[ [product_search_service.UpdateProductRequest], Awaitable[product_search_service.Product], ]: r"""Return a callable for the update product method over gRPC. Makes changes to a Product resource. Only display_name, description and labels can be updated right now. If labels are updated, the change will not be reflected in queries until the next index time. Possible errors: - Returns NOT_FOUND if the Product does not exist. - Returns INVALID_ARGUMENT if display_name is present in update_mask but is missing from the request or longer than 4096 characters. - Returns INVALID_ARGUMENT if description is present in update_mask but is longer than 4096 characters. - Returns INVALID_ARGUMENT if product_category is present in update_mask. Returns: Callable[[~.UpdateProductRequest], Awaitable[~.Product]]: A function that, when called, will call the underlying RPC on the server. """ if "update_product" not in self._stubs: self._stubs["update_product"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/UpdateProduct", request_serializer=product_search_service.UpdateProductRequest.serialize, response_deserializer=product_search_service.Product.deserialize, ) return self._stubs["update_product"] @property def delete_product( self, ) -> Callable[ [product_search_service.DeleteProductRequest], Awaitable[empty_pb2.Empty] ]: r"""Return a callable for the delete product method over gRPC. Permanently deletes a product and its reference images. Metadata of the product and all its images will be deleted right away, but search queries against ProductSets containing the product may still work until all related caches are refreshed. Possible errors: - Returns NOT_FOUND if the product does not exist. Returns: Callable[[~.DeleteProductRequest], Awaitable[~.Empty]]: A function that, when called, will call the underlying RPC on the server. """ if "delete_product" not in self._stubs: self._stubs["delete_product"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/DeleteProduct", request_serializer=product_search_service.DeleteProductRequest.serialize, response_deserializer=empty_pb2.Empty.FromString, ) return self._stubs["delete_product"] @property def create_reference_image( self, ) -> Callable[ [product_search_service.CreateReferenceImageRequest], Awaitable[product_search_service.ReferenceImage], ]: r"""Return a callable for the create reference image method over gRPC. Creates and returns a new ReferenceImage resource. The ``bounding_poly`` field is optional. If ``bounding_poly`` is not specified, the system will try to detect regions of interest in the image that are compatible with the product_category on the parent product. If it is specified, detection is ALWAYS skipped. The system converts polygons into non-rotated rectangles. Note that the pipeline will resize the image if the image resolution is too large to process (above 50MP). Possible errors: - Returns INVALID_ARGUMENT if the image_uri is missing or longer than 4096 characters. - Returns INVALID_ARGUMENT if the product does not exist. - Returns INVALID_ARGUMENT if bounding_poly is not provided, and nothing compatible with the parent product's product_category is detected. - Returns INVALID_ARGUMENT if bounding_poly contains more than 10 polygons. Returns: Callable[[~.CreateReferenceImageRequest], Awaitable[~.ReferenceImage]]: A function that, when called, will call the underlying RPC on the server. """ if "create_reference_image" not in self._stubs: self._stubs["create_reference_image"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/CreateReferenceImage", request_serializer=product_search_service.CreateReferenceImageRequest.serialize, response_deserializer=product_search_service.ReferenceImage.deserialize, ) return self._stubs["create_reference_image"] @property def delete_reference_image( self, ) -> Callable[ [product_search_service.DeleteReferenceImageRequest], Awaitable[empty_pb2.Empty] ]: r"""Return a callable for the delete reference image method over gRPC. Permanently deletes a reference image. The image metadata will be deleted right away, but search queries against ProductSets containing the image may still work until all related caches are refreshed. The actual image files are not deleted from Google Cloud Storage. Possible errors: - Returns NOT_FOUND if the reference image does not exist. Returns: Callable[[~.DeleteReferenceImageRequest], Awaitable[~.Empty]]: A function that, when called, will call the underlying RPC on the server. """ if "delete_reference_image" not in self._stubs: self._stubs["delete_reference_image"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/DeleteReferenceImage", request_serializer=product_search_service.DeleteReferenceImageRequest.serialize, response_deserializer=empty_pb2.Empty.FromString, ) return self._stubs["delete_reference_image"] @property def list_reference_images( self, ) -> Callable[ [product_search_service.ListReferenceImagesRequest], Awaitable[product_search_service.ListReferenceImagesResponse], ]: r"""Return a callable for the list reference images method over gRPC. Lists reference images. Possible errors: - Returns NOT_FOUND if the parent product does not exist. - Returns INVALID_ARGUMENT if the page_size is greater than 100, or less than 1. Returns: Callable[[~.ListReferenceImagesRequest], Awaitable[~.ListReferenceImagesResponse]]: A function that, when called, will call the underlying RPC on the server. """ if "list_reference_images" not in self._stubs: self._stubs["list_reference_images"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/ListReferenceImages", request_serializer=product_search_service.ListReferenceImagesRequest.serialize, response_deserializer=product_search_service.ListReferenceImagesResponse.deserialize, ) return self._stubs["list_reference_images"] @property def get_reference_image( self, ) -> Callable[ [product_search_service.GetReferenceImageRequest], Awaitable[product_search_service.ReferenceImage], ]: r"""Return a callable for the get reference image method over gRPC. Gets information associated with a ReferenceImage. Possible errors: - Returns NOT_FOUND if the specified image does not exist. Returns: Callable[[~.GetReferenceImageRequest], Awaitable[~.ReferenceImage]]: A function that, when called, will call the underlying RPC on the server. """ if "get_reference_image" not in self._stubs: self._stubs["get_reference_image"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/GetReferenceImage", request_serializer=product_search_service.GetReferenceImageRequest.serialize, response_deserializer=product_search_service.ReferenceImage.deserialize, ) return self._stubs["get_reference_image"] @property def add_product_to_product_set( self, ) -> Callable[ [product_search_service.AddProductToProductSetRequest], Awaitable[empty_pb2.Empty], ]: r"""Return a callable for the add product to product set method over gRPC. Adds a Product to the specified ProductSet. If the Product is already present, no change is made. One Product can be added to at most 100 ProductSets. Possible errors: - Returns NOT_FOUND if the Product or the ProductSet doesn't exist. Returns: Callable[[~.AddProductToProductSetRequest], Awaitable[~.Empty]]: A function that, when called, will call the underlying RPC on the server. """ if "add_product_to_product_set" not in self._stubs: self._stubs["add_product_to_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/AddProductToProductSet", request_serializer=product_search_service.AddProductToProductSetRequest.serialize, response_deserializer=empty_pb2.Empty.FromString, ) return self._stubs["add_product_to_product_set"] @property def remove_product_from_product_set( self, ) -> Callable[ [product_search_service.RemoveProductFromProductSetRequest], Awaitable[empty_pb2.Empty], ]: r"""Return a callable for the remove product from product set method over gRPC. Removes a Product from the specified ProductSet. Possible errors: - Returns NOT_FOUND If the Product is not found under the ProductSet. Returns: Callable[[~.RemoveProductFromProductSetRequest], Awaitable[~.Empty]]: A function that, when called, will call the underlying RPC on the server. """ if "remove_product_from_product_set" not in self._stubs: self._stubs[ "remove_product_from_product_set" ] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/RemoveProductFromProductSet", request_serializer=product_search_service.RemoveProductFromProductSetRequest.serialize, response_deserializer=empty_pb2.Empty.FromString, ) return self._stubs["remove_product_from_product_set"] @property def list_products_in_product_set( self, ) -> Callable[ [product_search_service.ListProductsInProductSetRequest], Awaitable[product_search_service.ListProductsInProductSetResponse], ]: r"""Return a callable for the list products in product set method over gRPC. Lists the Products in a ProductSet, in an unspecified order. If the ProductSet does not exist, the products field of the response will be empty. Possible errors: - Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1. Returns: Callable[[~.ListProductsInProductSetRequest], Awaitable[~.ListProductsInProductSetResponse]]: A function that, when called, will call the underlying RPC on the server. """ if "list_products_in_product_set" not in self._stubs: self._stubs["list_products_in_product_set"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/ListProductsInProductSet", request_serializer=product_search_service.ListProductsInProductSetRequest.serialize, response_deserializer=product_search_service.ListProductsInProductSetResponse.deserialize, ) return self._stubs["list_products_in_product_set"] @property def import_product_sets( self, ) -> Callable[ [product_search_service.ImportProductSetsRequest], Awaitable[operations_pb2.Operation], ]: r"""Return a callable for the import product sets method over gRPC. Asynchronous API that imports a list of reference images to specified product sets based on a list of image information. The [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the progress and results of the request. ``Operation.metadata`` contains ``BatchOperationMetadata``. (progress) ``Operation.response`` contains ``ImportProductSetsResponse``. (results) The input source of this method is a csv file on Google Cloud Storage. For the format of the csv file please see [ImportProductSetsGcsSource.csv_file_uri][google.cloud.vision.v1p3beta1.ImportProductSetsGcsSource.csv_file_uri]. Returns: Callable[[~.ImportProductSetsRequest], Awaitable[~.Operation]]: A function that, when called, will call the underlying RPC on the server. """ if "import_product_sets" not in self._stubs: self._stubs["import_product_sets"] = self.grpc_channel.unary_unary( "/google.cloud.vision.v1p3beta1.ProductSearch/ImportProductSets", request_serializer=product_search_service.ImportProductSetsRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["import_product_sets"] def close(self): return self.grpc_channel.close() __all__ = ("ProductSearchGrpcAsyncIOTransport",)
data/google-cloud-vision-3.7.0/google/cloud/vision_v1p3beta1/services/product_search/transports/grpc_asyncio.py
7,909
9,026
440,841
LOAD_CONST '\n.. testsetup::\n\n from pdm.backend._vendor.packaging.specifiers import Specifier, SpecifierSet, InvalidSpecifier\n from pdm.backend._vendor.packaging.version import Version\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME abc STORE_NAME abc LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('Callable', 'Iterable', 'Iterator', 'List', 'Optional', 'Set', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM Iterator STORE_NAME Iterator IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Set STORE_NAME Set IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 1 LOAD_CONST ('canonicalize_version',) IMPORT_NAME utils IMPORT_FROM canonicalize_version STORE_NAME canonicalize_version POP_TOP LOAD_CONST 1 LOAD_CONST ('Version',) IMPORT_NAME version IMPORT_FROM Version STORE_NAME Version POP_TOP LOAD_NAME Union LOAD_NAME Version LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR STORE_NAME UnparsedVersion LOAD_NAME Callable LOAD_NAME Version LOAD_NAME str BUILD_LIST LOAD_NAME bool BUILD_TUPLE BINARY_SUBSCR STORE_NAME CallableOperator LOAD_NAME UnparsedVersion LOAD_NAME Version LOAD_CONST ('version', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _coerce_version at 0x7fab8231b9c0, file "f.py", line 20> LOAD_CONST '_coerce_version' MAKE_FUNCTION STORE_NAME _coerce_version LOAD_BUILD_CLASS LOAD_CONST <code object InvalidSpecifier at 0x7fab8231b810, file "f.py", line 26> LOAD_CONST 'InvalidSpecifier' MAKE_FUNCTION LOAD_CONST 'InvalidSpecifier' LOAD_NAME ValueError CALL_FUNCTION STORE_NAME InvalidSpecifier LOAD_BUILD_CLASS LOAD_CONST <code object BaseSpecifier at 0x7fab800689c0, file "f.py", line 38> LOAD_CONST 'BaseSpecifier' MAKE_FUNCTION LOAD_CONST 'BaseSpecifier' LOAD_NAME abc LOAD_ATTR ABCMeta LOAD_CONST ('metaclass',) CALL_FUNCTION STORE_NAME BaseSpecifier LOAD_BUILD_CLASS LOAD_CONST <code object Specifier at 0x7fa90e62b0c0, file "f.py", line 93> LOAD_CONST 'Specifier' MAKE_FUNCTION LOAD_CONST 'Specifier' LOAD_NAME BaseSpecifier CALL_FUNCTION STORE_NAME Specifier LOAD_NAME re LOAD_METHOD compile LOAD_CONST '^([0-9]+)((?:a|b|c|rc)[0-9]+)$' CALL_METHOD STORE_NAME _prefix_regex LOAD_NAME str LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('version', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _version_split at 0x7fa90e62b1e0, file "f.py", line 516> LOAD_CONST '_version_split' MAKE_FUNCTION STORE_NAME _version_split LOAD_NAME str LOAD_NAME bool LOAD_CONST ('segment', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _is_not_suffix at 0x7fa90e62b540, file "f.py", line 527> LOAD_CONST '_is_not_suffix' MAKE_FUNCTION STORE_NAME _is_not_suffix LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('left', 'right', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _pad_version at 0x7fa90e62b420, file "f.py", line 533> LOAD_CONST '_pad_version' MAKE_FUNCTION STORE_NAME _pad_version LOAD_BUILD_CLASS LOAD_CONST <code object SpecifierSet at 0x7fab801624b0, file "f.py", line 548> LOAD_CONST 'SpecifierSet' MAKE_FUNCTION LOAD_CONST 'SpecifierSet' LOAD_NAME BaseSpecifier CALL_FUNCTION STORE_NAME SpecifierSet LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST version LOAD_GLOBAL Version CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL Version LOAD_FAST version CALL_FUNCTION STORE_FAST version LOAD_FAST version RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InvalidSpecifier' STORE_NAME __qualname__ LOAD_CONST '\n Raised when attempting to create a :class:`Specifier` with a specifier\n string that is invalid.\n\n >>> Specifier("lolwat")\n Traceback (most recent call last):\n ...\n packaging.specifiers.InvalidSpecifier: Invalid specifier: \'lolwat\'\n ' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BaseSpecifier' STORE_NAME __qualname__ LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7fab8231b0c0, file "f.py", line 39> LOAD_CONST 'BaseSpecifier.__str__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __str__ LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __hash__ at 0x7fab8231b150, file "f.py", line 46> LOAD_CONST 'BaseSpecifier.__hash__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __hash__ LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_NAME object LOAD_NAME bool LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __eq__ at 0x7fab8231bc00, file "f.py", line 52> LOAD_CONST 'BaseSpecifier.__eq__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __eq__ LOAD_NAME property LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fab8231bf60, file "f.py", line 61> LOAD_CONST 'BaseSpecifier.prereleases' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME prereleases LOAD_ATTR setter LOAD_NAME bool LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fab8231b300, file "f.py", line 70> LOAD_CONST 'BaseSpecifier.prereleases' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('item', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object contains at 0x7fab8231bdb0, file "f.py", line 77> LOAD_CONST 'BaseSpecifier.contains' MAKE_FUNCTION CALL_FUNCTION STORE_NAME contains LOAD_NAME abc LOAD_ATTR abstractmethod LOAD_CONST (None,) LOAD_NAME Iterable LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Iterator LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_CONST ('iterable', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object filter at 0x7fab800686f0, file "f.py", line 83> LOAD_CONST 'BaseSpecifier.filter' MAKE_FUNCTION CALL_FUNCTION STORE_NAME filter LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Specifier' STORE_NAME __qualname__ LOAD_CONST 'This class abstracts handling of version specifiers.\n\n .. tip::\n\n It is generally not required to instantiate this manually. You should instead\n prefer to work with :class:`SpecifierSet` instead, which can parse\n comma-separated version specifiers (which is what package metadata contains).\n ' STORE_NAME __doc__ LOAD_CONST '\n (?P<operator>(~=|==|!=|<=|>=|<|>|===))\n ' STORE_NAME _operator_regex_str LOAD_CONST '\n (?P<version>\n (?:\n (?<====) # Only match for the identity operator\n \\s*\n [^\\s;)]* # The arbitrary version can be just about anything,\n )\n |\n (?:\n (?<===|!=) # Only match for equals and not equals\n\n \\s*\n v?\n (?:[0-9]+!)? # epoch\n [0-9]+(?:\\.[0-9]+)* # release\n\n (?:\n \\.\\* # Wild card syntax of .*\n |\n (?: # pre release\n [-_\\.]?\n (a|b|c|rc|alpha|beta|pre|preview)\n [-_\\.]?\n [0-9]*\n )?\n (?: # post release\n (?:-[0-9]+)|(?:[-_\\.]?(post|rev|r)[-_\\.]?[0-9]*)\n )?\n (?:[-_\\.]?dev[-_\\.]?[0-9]*)? # dev release\n (?:\\+[a-z0-9]+(?:[-_\\.][a-z0-9]+)*)? # local\n )?\n )\n |\n (?:\n (?<=~=) # Only match for the compatible operator\n\n \\s*\n v?\n (?:[0-9]+!)? # epoch\n [0-9]+(?:\\.[0-9]+)+ # release (We have a + instead of a *)\n (?: # pre release\n [-_\\.]?\n (a|b|c|rc|alpha|beta|pre|preview)\n [-_\\.]?\n [0-9]*\n )?\n (?: # post release\n (?:-[0-9]+)|(?:[-_\\.]?(post|rev|r)[-_\\.]?[0-9]*)\n )?\n (?:[-_\\.]?dev[-_\\.]?[0-9]*)? # dev release\n )\n |\n (?:\n (?<!==|!=|~=) # We have special cases for these\n\n \\s*\n v?\n (?:[0-9]+!)? # epoch\n [0-9]+(?:\\.[0-9]+)* # release\n (?: # pre release\n [-_\\.]?\n (a|b|c|rc|alpha|beta|pre|preview)\n [-_\\.]?\n [0-9]*\n )?\n (?: # post release\n (?:-[0-9]+)|(?:[-_\\.]?(post|rev|r)[-_\\.]?[0-9]*)\n )?\n (?:[-_\\.]?dev[-_\\.]?[0-9]*)? # dev release\n )\n )\n ' STORE_NAME _version_regex_str LOAD_NAME re LOAD_METHOD compile LOAD_CONST '^\\s*' LOAD_NAME _operator_regex_str BINARY_ADD LOAD_NAME _version_regex_str BINARY_ADD LOAD_CONST '\\s*$' BINARY_ADD LOAD_NAME re LOAD_ATTR VERBOSE LOAD_NAME re LOAD_ATTR IGNORECASE BINARY_OR CALL_METHOD STORE_NAME _regex LOAD_CONST 'compatible' LOAD_CONST 'equal' LOAD_CONST 'not_equal' LOAD_CONST 'less_than_equal' LOAD_CONST 'greater_than_equal' LOAD_CONST 'less_than' LOAD_CONST 'greater_than' LOAD_CONST 'arbitrary' LOAD_CONST ('~=', '==', '!=', '<=', '>=', '<', '>', '===') BUILD_CONST_KEY_MAP STORE_NAME _operators LOAD_CONST ('', None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('spec', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab80068780, file "f.py", line 195> LOAD_CONST 'Specifier.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fab80068270, file "f.py", line 219> LOAD_CONST 'Specifier.prereleases' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME prereleases LOAD_ATTR setter LOAD_NAME bool LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fab800680c0, file "f.py", line 234> LOAD_CONST 'Specifier.prereleases' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object operator at 0x7fab80068c90, file "f.py", line 238> LOAD_CONST 'Specifier.operator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operator LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7fab80068f60, file "f.py", line 247> LOAD_CONST 'Specifier.version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fab80068a50, file "f.py", line 256> LOAD_CONST 'Specifier.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7fab80068db0, file "f.py", line 274> LOAD_CONST 'Specifier.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_NAME property LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _canonical_spec at 0x7fab80068c00, file "f.py", line 284> LOAD_CONST 'Specifier._canonical_spec' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _canonical_spec LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __hash__ at 0x7fab800688a0, file "f.py", line 292> LOAD_CONST 'Specifier.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_NAME object LOAD_NAME bool LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __eq__ at 0x7fab800685d0, file "f.py", line 295> LOAD_CONST 'Specifier.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_NAME str LOAD_NAME CallableOperator LOAD_CONST ('op', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_operator at 0x7fab800681e0, file "f.py", line 324> LOAD_CONST 'Specifier._get_operator' MAKE_FUNCTION STORE_NAME _get_operator LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_compatible at 0x7fab80068300, file "f.py", line 330> LOAD_CONST 'Specifier._compare_compatible' MAKE_FUNCTION STORE_NAME _compare_compatible LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_equal at 0x7fab80068420, file "f.py", line 341> LOAD_CONST 'Specifier._compare_equal' MAKE_FUNCTION STORE_NAME _compare_equal LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_not_equal at 0x7fab80068390, file "f.py", line 362> LOAD_CONST 'Specifier._compare_not_equal' MAKE_FUNCTION STORE_NAME _compare_not_equal LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_less_than_equal at 0x7fa90e62ba50, file "f.py", line 365> LOAD_CONST 'Specifier._compare_less_than_equal' MAKE_FUNCTION STORE_NAME _compare_less_than_equal LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_greater_than_equal at 0x7fa90e62b270, file "f.py", line 368> LOAD_CONST 'Specifier._compare_greater_than_equal' MAKE_FUNCTION STORE_NAME _compare_greater_than_equal LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec_str', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_less_than at 0x7fa90e62b8a0, file "f.py", line 371> LOAD_CONST 'Specifier._compare_less_than' MAKE_FUNCTION STORE_NAME _compare_less_than LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec_str', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_greater_than at 0x7fa90e62b930, file "f.py", line 383> LOAD_CONST 'Specifier._compare_greater_than' MAKE_FUNCTION STORE_NAME _compare_greater_than LOAD_NAME Version LOAD_NAME str LOAD_NAME bool LOAD_CONST ('prospective', 'spec', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _compare_arbitrary at 0x7fa90e62bed0, file "f.py", line 399> LOAD_CONST 'Specifier._compare_arbitrary' MAKE_FUNCTION STORE_NAME _compare_arbitrary LOAD_NAME Union LOAD_NAME str LOAD_NAME Version BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('item', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __contains__ at 0x7fa90e62b4b0, file "f.py", line 402> LOAD_CONST 'Specifier.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST (None,) LOAD_NAME UnparsedVersion LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('item', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object contains at 0x7fa90e62b390, file "f.py", line 423> LOAD_CONST 'Specifier.contains' MAKE_FUNCTION STORE_NAME contains LOAD_CONST (None,) LOAD_NAME Iterable LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Iterator LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_CONST ('iterable', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object filter at 0x7fa90e62bf60, file "f.py", line 461> LOAD_CONST 'Specifier.filter' MAKE_FUNCTION STORE_NAME filter LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _regex LOAD_METHOD search LOAD_FAST spec CALL_METHOD STORE_FAST match LOAD_FAST match POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidSpecifier LOAD_CONST "Invalid specifier: '" LOAD_FAST spec FORMAT_VALUE LOAD_CONST "'" BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST match LOAD_METHOD group LOAD_CONST 'operator' CALL_METHOD LOAD_METHOD strip CALL_METHOD LOAD_FAST match LOAD_METHOD group LOAD_CONST 'version' CALL_METHOD LOAD_METHOD strip CALL_METHOD BUILD_TUPLE LOAD_FAST self STORE_ATTR _spec LOAD_FAST prereleases LOAD_FAST self STORE_ATTR _prereleases LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _prereleases RETURN_VALUE LOAD_FAST self LOAD_ATTR _spec UNPACK_SEQUENCE STORE_FAST operator STORE_FAST version LOAD_FAST operator LOAD_CONST ('==', '>=', '<=', '~=', '===') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST operator LOAD_CONST '==' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD endswith LOAD_CONST '.*' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST version LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR STORE_FAST version LOAD_GLOBAL Version LOAD_FAST version CALL_FUNCTION LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _prereleases LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _spec LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _spec LOAD_CONST 1 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST ', prereleases=' LOAD_FAST self LOAD_ATTR prereleases FORMAT_VALUE repr BUILD_STRING JUMP_FORWARD to 24 LOAD_CONST '' STORE_FAST pre LOAD_CONST '<' LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_GLOBAL str LOAD_FAST self CALL_FUNCTION FORMAT_VALUE repr LOAD_FAST pre FORMAT_VALUE LOAD_CONST ')>' BUILD_STRING RETURN_VALUE LOAD_CONST '{}{}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _spec CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL canonicalize_version LOAD_FAST self LOAD_ATTR _spec LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _spec LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '~=' COMPARE_OP != LOAD_CONST ('strip_trailing_zero',) CALL_FUNCTION STORE_FAST canonical_version LOAD_FAST self LOAD_ATTR _spec LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST canonical_version BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL hash LOAD_FAST self LOAD_ATTR _canonical_spec CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_METHOD __class__ LOAD_GLOBAL str LOAD_FAST other CALL_FUNCTION CALL_METHOD STORE_FAST other POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL InvalidSpecifier COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL NotImplemented RETURN_VALUE END_FINALLY JUMP_FORWARD to 68 LOAD_GLOBAL isinstance LOAD_FAST other LOAD_FAST self LOAD_ATTR __class__ CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_FAST self LOAD_ATTR _canonical_spec LOAD_FAST other LOAD_ATTR _canonical_spec COMPARE_OP == RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_compare_' LOAD_FAST self LOAD_ATTR _operators LOAD_FAST op BINARY_SUBSCR FORMAT_VALUE BUILD_STRING CALL_FUNCTION STORE_FAST operator_callable LOAD_FAST operator_callable RETURN_VALUE LOAD_CONST '.' LOAD_METHOD join LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_METHOD takewhile LOAD_GLOBAL _is_not_suffix LOAD_GLOBAL _version_split LOAD_FAST spec CALL_FUNCTION CALL_METHOD CALL_FUNCTION LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_METHOD STORE_FAST prefix LOAD_FAST prefix LOAD_CONST '.*' INPLACE_ADD STORE_FAST prefix LOAD_FAST self LOAD_METHOD _get_operator LOAD_CONST '>=' CALL_METHOD LOAD_FAST prospective LOAD_FAST spec CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD _get_operator LOAD_CONST '==' CALL_METHOD LOAD_FAST prospective LOAD_FAST prefix CALL_FUNCTION RETURN_VALUE LOAD_FAST spec LOAD_METHOD endswith LOAD_CONST '.*' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL canonicalize_version LOAD_FAST prospective LOAD_ATTR public CALL_FUNCTION STORE_FAST normalized_prospective LOAD_GLOBAL canonicalize_version LOAD_FAST spec LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST False LOAD_CONST ('strip_trailing_zero',) CALL_FUNCTION STORE_FAST normalized_spec LOAD_GLOBAL _version_split LOAD_FAST normalized_spec CALL_FUNCTION STORE_FAST split_spec LOAD_GLOBAL _version_split LOAD_FAST normalized_prospective CALL_FUNCTION STORE_FAST split_prospective LOAD_GLOBAL _pad_version LOAD_FAST split_prospective LOAD_FAST split_spec CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST padded_prospective STORE_FAST _ LOAD_FAST padded_prospective LOAD_CONST None LOAD_GLOBAL len LOAD_FAST split_spec CALL_FUNCTION BUILD_SLICE BINARY_SUBSCR STORE_FAST shortened_prospective LOAD_FAST shortened_prospective LOAD_FAST split_spec COMPARE_OP == RETURN_VALUE LOAD_GLOBAL Version LOAD_FAST spec CALL_FUNCTION STORE_FAST spec_version LOAD_FAST spec_version LOAD_ATTR local POP_JUMP_IF_TRUE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR public CALL_FUNCTION STORE_FAST prospective LOAD_FAST prospective LOAD_FAST spec_version COMPARE_OP == RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _compare_equal LOAD_FAST prospective LOAD_FAST spec CALL_METHOD UNARY_NOT RETURN_VALUE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR public CALL_FUNCTION LOAD_GLOBAL Version LOAD_FAST spec CALL_FUNCTION COMPARE_OP <= RETURN_VALUE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR public CALL_FUNCTION LOAD_GLOBAL Version LOAD_FAST spec CALL_FUNCTION COMPARE_OP >= RETURN_VALUE LOAD_GLOBAL Version LOAD_FAST spec_str CALL_FUNCTION STORE_FAST spec LOAD_FAST prospective LOAD_FAST spec COMPARE_OP < POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST spec LOAD_ATTR is_prerelease POP_JUMP_IF_TRUE LOAD_FAST prospective LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR base_version CALL_FUNCTION LOAD_GLOBAL Version LOAD_FAST spec LOAD_ATTR base_version CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL Version LOAD_FAST spec_str CALL_FUNCTION STORE_FAST spec LOAD_FAST prospective LOAD_FAST spec COMPARE_OP > POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST spec LOAD_ATTR is_postrelease POP_JUMP_IF_TRUE LOAD_FAST prospective LOAD_ATTR is_postrelease POP_JUMP_IF_FALSE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR base_version CALL_FUNCTION LOAD_GLOBAL Version LOAD_FAST spec LOAD_ATTR base_version CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST prospective LOAD_ATTR local LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Version LOAD_FAST prospective LOAD_ATTR base_version CALL_FUNCTION LOAD_GLOBAL Version LOAD_FAST spec LOAD_ATTR base_version CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL str LOAD_FAST prospective CALL_FUNCTION LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL str LOAD_FAST spec CALL_FUNCTION LOAD_METHOD lower CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD contains LOAD_FAST item CALL_METHOD RETURN_VALUE LOAD_FAST prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prereleases STORE_FAST prereleases LOAD_GLOBAL _coerce_version LOAD_FAST item CALL_FUNCTION STORE_FAST normalized_item LOAD_FAST normalized_item LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_FAST prereleases POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_operator LOAD_FAST self LOAD_ATTR operator CALL_METHOD STORE_FAST operator_callable LOAD_FAST operator_callable LOAD_FAST normalized_item LOAD_FAST self LOAD_ATTR version CALL_FUNCTION RETURN_VALUE LOAD_CONST False STORE_FAST yielded BUILD_LIST STORE_FAST found_prereleases LOAD_CONST 'prereleases' LOAD_FAST prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST prereleases JUMP_FORWARD to 24 LOAD_CONST True BUILD_MAP STORE_FAST kw SETUP_LOOP to 102 LOAD_FAST iterable GET_ITER FOR_ITER to 100 STORE_FAST version LOAD_GLOBAL _coerce_version LOAD_FAST version CALL_FUNCTION STORE_FAST parsed_version LOAD_FAST self LOAD_ATTR contains LOAD_FAST parsed_version BUILD_TUPLE LOAD_FAST kw CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST parsed_version LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_FAST prereleases POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR prereleases POP_JUMP_IF_TRUE LOAD_FAST found_prereleases LOAD_METHOD append LOAD_FAST version CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_CONST True STORE_FAST yielded LOAD_FAST version YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST yielded POP_JUMP_IF_TRUE LOAD_FAST found_prereleases POP_JUMP_IF_FALSE SETUP_LOOP to 130 LOAD_FAST found_prereleases GET_ITER FOR_ITER to 128 STORE_FAST version LOAD_FAST version YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST result SETUP_LOOP to 64 LOAD_FAST version LOAD_METHOD split LOAD_CONST '.' CALL_METHOD GET_ITER FOR_ITER to 62 STORE_FAST item LOAD_GLOBAL _prefix_regex LOAD_METHOD search LOAD_FAST item CALL_METHOD STORE_FAST match LOAD_FAST match POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD extend LOAD_FAST match LOAD_METHOD groups CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST result LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL any LOAD_CLOSURE segment BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fa90e62bd20, file "f.py", line 529> LOAD_CONST '_is_not_suffix.<locals>.<genexpr>' MAKE_FUNCTION LOAD_CONST ('dev', 'a', 'b', 'rc', 'post') GET_ITER CALL_FUNCTION CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST prefix LOAD_DEREF segment LOAD_METHOD startswith LOAD_FAST prefix CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST left_split STORE_FAST right_split LOAD_FAST left_split LOAD_METHOD append LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_METHOD takewhile LOAD_CONST <code object <lambda> at 0x7fa90e62b6f0, file "f.py", line 536> LOAD_CONST '_pad_version.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST left CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST right_split LOAD_METHOD append LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_METHOD takewhile LOAD_CONST <code object <lambda> at 0x7fa90e62b150, file "f.py", line 537> LOAD_CONST '_pad_version.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST right CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST left_split LOAD_METHOD append LOAD_FAST left LOAD_GLOBAL len LOAD_FAST left_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST right_split LOAD_METHOD append LOAD_FAST right LOAD_GLOBAL len LOAD_FAST right_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST left_split LOAD_METHOD insert LOAD_CONST 1 LOAD_CONST '0' BUILD_LIST LOAD_GLOBAL max LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST right_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST left_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BINARY_SUBTRACT CALL_FUNCTION BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_FAST right_split LOAD_METHOD insert LOAD_CONST 1 LOAD_CONST '0' BUILD_LIST LOAD_GLOBAL max LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST left_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST right_split LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BINARY_SUBTRACT CALL_FUNCTION BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_ATTR chain LOAD_FAST left_split CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_ATTR chain LOAD_FAST right_split CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_FAST x LOAD_METHOD isdigit CALL_METHOD RETURN_VALUE LOAD_FAST x LOAD_METHOD isdigit CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SpecifierSet' STORE_NAME __qualname__ LOAD_CONST 'This class abstracts handling of a set of version specifiers.\n\n It can be passed a single specifier (``>=3.0``), a comma-separated list of\n specifiers (``>=3.0,!=3.1``), or no specifier at all.\n ' STORE_NAME __doc__ LOAD_CONST ('', None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('specifiers', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa90e62bc90, file "f.py", line 555> LOAD_CONST 'SpecifierSet.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fa90e62bb70, file "f.py", line 583> LOAD_CONST 'SpecifierSet.prereleases' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME prereleases LOAD_ATTR setter LOAD_NAME bool LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object prereleases at 0x7fa90e62be40, file "f.py", line 593> LOAD_CONST 'SpecifierSet.prereleases' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prereleases LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa90e62b9c0, file "f.py", line 597> LOAD_CONST 'SpecifierSet.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7fa90e62b810, file "f.py", line 618> LOAD_CONST 'SpecifierSet.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __hash__ at 0x7fa90e62bdb0, file "f.py", line 631> LOAD_CONST 'SpecifierSet.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_NAME Union LOAD_CONST 'SpecifierSet' LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'SpecifierSet' LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __and__ at 0x7fab80162930, file "f.py", line 634> LOAD_CONST 'SpecifierSet.__and__' MAKE_FUNCTION STORE_NAME __and__ LOAD_NAME object LOAD_NAME bool LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __eq__ at 0x7fab80162a50, file "f.py", line 666> LOAD_CONST 'SpecifierSet.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7fab801626f0, file "f.py", line 692> LOAD_CONST 'SpecifierSet.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME Iterator LOAD_NAME Specifier BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __iter__ at 0x7fab801620c0, file "f.py", line 696> LOAD_CONST 'SpecifierSet.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_NAME UnparsedVersion LOAD_NAME bool LOAD_CONST ('item', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __contains__ at 0x7fab801628a0, file "f.py", line 706> LOAD_CONST 'SpecifierSet.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST (None, None) LOAD_NAME UnparsedVersion LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('item', 'prereleases', 'installed', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object contains at 0x7fab801629c0, file "f.py", line 727> LOAD_CONST 'SpecifierSet.contains' MAKE_FUNCTION STORE_NAME contains LOAD_CONST (None,) LOAD_NAME Iterable LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Iterator LOAD_NAME UnparsedVersion BINARY_SUBSCR LOAD_CONST ('iterable', 'prereleases', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object filter at 0x7fab80162ed0, file "f.py", line 770> LOAD_CONST 'SpecifierSet.filter' MAKE_FUNCTION STORE_NAME filter LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fa90e62b300, file "f.py", line 573> LOAD_CONST 'SpecifierSet.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST specifiers LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST split_specifiers LOAD_GLOBAL set CALL_FUNCTION STORE_FAST parsed SETUP_LOOP to 54 LOAD_FAST split_specifiers GET_ITER FOR_ITER to 52 STORE_FAST specifier LOAD_FAST parsed LOAD_METHOD add LOAD_GLOBAL Specifier LOAD_FAST specifier CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL frozenset LOAD_FAST parsed CALL_FUNCTION LOAD_FAST self STORE_ATTR _specs LOAD_FAST prereleases LOAD_FAST self STORE_ATTR _prereleases LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _prereleases RETURN_VALUE LOAD_FAST self LOAD_ATTR _specs POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fa90e62bc00, file "f.py", line 591> LOAD_CONST 'SpecifierSet.prereleases.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _specs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST s LOAD_FAST s LOAD_ATTR prereleases YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _prereleases LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST ', prereleases=' LOAD_FAST self LOAD_ATTR prereleases FORMAT_VALUE repr BUILD_STRING JUMP_FORWARD to 24 LOAD_CONST '' STORE_FAST pre LOAD_CONST '<SpecifierSet(' LOAD_GLOBAL str LOAD_FAST self CALL_FUNCTION FORMAT_VALUE repr LOAD_FAST pre FORMAT_VALUE LOAD_CONST ')>' BUILD_STRING RETURN_VALUE LOAD_CONST ',' LOAD_METHOD join LOAD_GLOBAL sorted LOAD_CONST <code object <genexpr> at 0x7fa90e62bae0, file "f.py", line 629> LOAD_CONST 'SpecifierSet.__str__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _specs GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_GLOBAL str LOAD_FAST s CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_FAST self LOAD_ATTR _specs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL SpecifierSet LOAD_FAST other CALL_FUNCTION STORE_FAST other JUMP_FORWARD to 34 LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL SpecifierSet CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_GLOBAL SpecifierSet CALL_FUNCTION STORE_FAST specifier LOAD_GLOBAL frozenset LOAD_FAST self LOAD_ATTR _specs LOAD_FAST other LOAD_ATTR _specs BINARY_OR CALL_FUNCTION LOAD_FAST specifier STORE_ATTR _specs LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST other LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST other LOAD_ATTR _prereleases LOAD_FAST specifier STORE_ATTR _prereleases JUMP_FORWARD to 148 LOAD_FAST self LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST other LOAD_ATTR _prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _prereleases LOAD_FAST specifier STORE_ATTR _prereleases JUMP_FORWARD to 148 LOAD_FAST self LOAD_ATTR _prereleases LOAD_FAST other LOAD_ATTR _prereleases COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _prereleases LOAD_FAST specifier STORE_ATTR _prereleases JUMP_FORWARD to 148 LOAD_GLOBAL ValueError LOAD_CONST 'Cannot combine SpecifierSets with True and False prerelease overrides.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST specifier RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL str LOAD_GLOBAL Specifier BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL SpecifierSet LOAD_GLOBAL str LOAD_FAST other CALL_FUNCTION CALL_FUNCTION STORE_FAST other JUMP_FORWARD to 42 LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL SpecifierSet CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_FAST self LOAD_ATTR _specs LOAD_FAST other LOAD_ATTR _specs COMPARE_OP == RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _specs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR _specs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD contains LOAD_FAST item CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF item LOAD_GLOBAL Version CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL Version LOAD_DEREF item CALL_FUNCTION STORE_DEREF item LOAD_DEREF prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prereleases STORE_DEREF prereleases LOAD_DEREF prereleases POP_JUMP_IF_TRUE LOAD_DEREF item LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST installed POP_JUMP_IF_FALSE LOAD_DEREF item LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_GLOBAL Version LOAD_DEREF item LOAD_ATTR base_version CALL_FUNCTION STORE_DEREF item LOAD_GLOBAL all LOAD_CLOSURE item LOAD_CLOSURE prereleases BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab80162e40, file "f.py", line 768> LOAD_CONST 'SpecifierSet.contains.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _specs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST s LOAD_FAST s LOAD_ATTR contains LOAD_DEREF item LOAD_DEREF prereleases LOAD_CONST ('prereleases',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prereleases STORE_FAST prereleases LOAD_FAST self LOAD_ATTR _specs POP_JUMP_IF_FALSE SETUP_LOOP to 54 LOAD_FAST self LOAD_ATTR _specs GET_ITER FOR_ITER to 52 STORE_FAST spec LOAD_FAST spec LOAD_ATTR filter LOAD_FAST iterable LOAD_GLOBAL bool LOAD_FAST prereleases CALL_FUNCTION LOAD_CONST ('prereleases',) CALL_FUNCTION STORE_FAST iterable JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL iter LOAD_FAST iterable CALL_FUNCTION RETURN_VALUE BUILD_LIST STORE_FAST filtered BUILD_LIST STORE_FAST found_prereleases SETUP_LOOP to 128 LOAD_FAST iterable GET_ITER FOR_ITER to 126 STORE_FAST item LOAD_GLOBAL _coerce_version LOAD_FAST item CALL_FUNCTION STORE_FAST parsed_version LOAD_FAST parsed_version LOAD_ATTR is_prerelease POP_JUMP_IF_FALSE LOAD_FAST prereleases POP_JUMP_IF_TRUE LOAD_FAST filtered POP_JUMP_IF_TRUE LOAD_FAST found_prereleases LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST filtered LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST filtered POP_JUMP_IF_TRUE LOAD_FAST found_prereleases POP_JUMP_IF_FALSE LOAD_FAST prereleases LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL iter LOAD_FAST found_prereleases CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST filtered CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE
""" .. testsetup:: from pdm.backend._vendor.packaging.specifiers import Specifier, SpecifierSet, InvalidSpecifier from pdm.backend._vendor.packaging.version import Version """ import abc import itertools import re from typing import Callable, Iterable, Iterator, List, Optional, Set, Tuple, Union from .utils import canonicalize_version from .version import Version UnparsedVersion = Union[Version, str] CallableOperator = Callable[[Version, str], bool] def _coerce_version(version: UnparsedVersion) -> Version: if not isinstance(version, Version): version = Version(version) return version class InvalidSpecifier(ValueError): """ Raised when attempting to create a :class:`Specifier` with a specifier string that is invalid. >>> Specifier("lolwat") Traceback (most recent call last): ... packaging.specifiers.InvalidSpecifier: Invalid specifier: 'lolwat' """ class BaseSpecifier(metaclass=abc.ABCMeta): @abc.abstractmethod def __str__(self) -> str: """ Returns the str representation of this Specifier-like object. This should be representative of the Specifier itself. """ @abc.abstractmethod def __hash__(self) -> int: """ Returns a hash value for this Specifier-like object. """ @abc.abstractmethod def __eq__(self, other: object) -> bool: """ Returns a boolean representing whether or not the two Specifier-like objects are equal. :param other: The other object to check against. """ @property @abc.abstractmethod def prereleases(self) -> Optional[bool]: """Whether or not pre-releases as a whole are allowed. This can be set to either ``True`` or ``False`` to explicitly enable or disable prereleases or it can be set to ``None`` (the default) to use default semantics. """ @prereleases.setter def prereleases(self, value: bool) -> None: """Setter for :attr:`prereleases`. :param value: The value to set. """ @abc.abstractmethod def contains(self, item: str, prereleases: Optional[bool] = None) -> bool: """ Determines if the given item is contained within this specifier. """ @abc.abstractmethod def filter( self, iterable: Iterable[UnparsedVersion], prereleases: Optional[bool] = None ) -> Iterator[UnparsedVersion]: """ Takes an iterable of items and filters them so that only items which are contained within this specifier are allowed in it. """ class Specifier(BaseSpecifier): """This class abstracts handling of version specifiers. .. tip:: It is generally not required to instantiate this manually. You should instead prefer to work with :class:`SpecifierSet` instead, which can parse comma-separated version specifiers (which is what package metadata contains). """ _operator_regex_str = r""" (?P<operator>(~=|==|!=|<=|>=|<|>|===)) """ _version_regex_str = r""" (?P<version> (?: (?<====) # Only match for the identity operator \s* [^\s;)]* # The arbitrary version can be just about anything, ) | (?: (?<===|!=) # Only match for equals and not equals \s* v? (?:[0-9]+!)? # epoch [0-9]+(?:\.[0-9]+)* # release (?: \.\* # Wild card syntax of .* | (?: # pre release [-_\.]? (a|b|c|rc|alpha|beta|pre|preview) [-_\.]? [0-9]* )? (?: # post release (?:-[0-9]+)|(?:[-_\.]?(post|rev|r)[-_\.]?[0-9]*) )? (?:[-_\.]?dev[-_\.]?[0-9]*)? # dev release (?:\+[a-z0-9]+(?:[-_\.][a-z0-9]+)*)? # local )? ) | (?: (?<=~=) # Only match for the compatible operator \s* v? (?:[0-9]+!)? # epoch [0-9]+(?:\.[0-9]+)+ # release (We have a + instead of a *) (?: # pre release [-_\.]? (a|b|c|rc|alpha|beta|pre|preview) [-_\.]? [0-9]* )? (?: # post release (?:-[0-9]+)|(?:[-_\.]?(post|rev|r)[-_\.]?[0-9]*) )? (?:[-_\.]?dev[-_\.]?[0-9]*)? # dev release ) | (?: (?<!==|!=|~=) # We have special cases for these \s* v? (?:[0-9]+!)? # epoch [0-9]+(?:\.[0-9]+)* # release (?: # pre release [-_\.]? (a|b|c|rc|alpha|beta|pre|preview) [-_\.]? [0-9]* )? (?: # post release (?:-[0-9]+)|(?:[-_\.]?(post|rev|r)[-_\.]?[0-9]*) )? (?:[-_\.]?dev[-_\.]?[0-9]*)? # dev release ) ) """ _regex = re.compile( r"^\s*" + _operator_regex_str + _version_regex_str + r"\s*$", re.VERBOSE | re.IGNORECASE, ) _operators = { "~=": "compatible", "==": "equal", "!=": "not_equal", "<=": "less_than_equal", ">=": "greater_than_equal", "<": "less_than", ">": "greater_than", "===": "arbitrary", } def __init__(self, spec: str = "", prereleases: Optional[bool] = None) -> None: """Initialize a Specifier instance. :param spec: The string representation of a specifier which will be parsed and normalized before use. :param prereleases: This tells the specifier if it should accept prerelease versions if applicable or not. The default of ``None`` will autodetect it from the given specifiers. :raises InvalidSpecifier: If the given specifier is invalid (i.e. bad syntax). """ match = self._regex.search(spec) if not match: raise InvalidSpecifier(f"Invalid specifier: '{spec}'") self._spec: Tuple[str, str] = ( match.group("operator").strip(), match.group("version").strip(), ) self._prereleases = prereleases @property def prereleases(self) -> bool: if self._prereleases is not None: return self._prereleases operator, version = self._spec if operator in ["==", ">=", "<=", "~=", "==="]: if operator == "==" and version.endswith(".*"): version = version[:-2] if Version(version).is_prerelease: return True return False @prereleases.setter def prereleases(self, value: bool) -> None: self._prereleases = value @property def operator(self) -> str: """The operator of this specifier. >>> Specifier("==1.2.3").operator '==' """ return self._spec[0] @property def version(self) -> str: """The version of this specifier. >>> Specifier("==1.2.3").version '1.2.3' """ return self._spec[1] def __repr__(self) -> str: """A representation of the Specifier that shows all internal state. >>> Specifier('>=1.0.0') <Specifier('>=1.0.0')> >>> Specifier('>=1.0.0', prereleases=False) <Specifier('>=1.0.0', prereleases=False)> >>> Specifier('>=1.0.0', prereleases=True) <Specifier('>=1.0.0', prereleases=True)> """ pre = ( f", prereleases={self.prereleases!r}" if self._prereleases is not None else "" ) return f"<{self.__class__.__name__}({str(self)!r}{pre})>" def __str__(self) -> str: """A string representation of the Specifier that can be round-tripped. >>> str(Specifier('>=1.0.0')) '>=1.0.0' >>> str(Specifier('>=1.0.0', prereleases=False)) '>=1.0.0' """ return "{}{}".format(*self._spec) @property def _canonical_spec(self) -> Tuple[str, str]: canonical_version = canonicalize_version( self._spec[1], strip_trailing_zero=(self._spec[0] != "~="), ) return self._spec[0], canonical_version def __hash__(self) -> int: return hash(self._canonical_spec) def __eq__(self, other: object) -> bool: """Whether or not the two Specifier-like objects are equal. :param other: The other object to check against. The value of :attr:`prereleases` is ignored. >>> Specifier("==1.2.3") == Specifier("== 1.2.3.0") True >>> (Specifier("==1.2.3", prereleases=False) == ... Specifier("==1.2.3", prereleases=True)) True >>> Specifier("==1.2.3") == "==1.2.3" True >>> Specifier("==1.2.3") == Specifier("==1.2.4") False >>> Specifier("==1.2.3") == Specifier("~=1.2.3") False """ if isinstance(other, str): try: other = self.__class__(str(other)) except InvalidSpecifier: return NotImplemented elif not isinstance(other, self.__class__): return NotImplemented return self._canonical_spec == other._canonical_spec def _get_operator(self, op: str) -> CallableOperator: operator_callable: CallableOperator = getattr( self, f"_compare_{self._operators[op]}" ) return operator_callable def _compare_compatible(self, prospective: Version, spec: str) -> bool: prefix = ".".join( list(itertools.takewhile(_is_not_suffix, _version_split(spec)))[:-1] ) prefix += ".*" return self._get_operator(">=")(prospective, spec) and self._get_operator("==")( prospective, prefix ) def _compare_equal(self, prospective: Version, spec: str) -> bool: if spec.endswith(".*"): normalized_prospective = canonicalize_version(prospective.public) normalized_spec = canonicalize_version(spec[:-2], strip_trailing_zero=False) split_spec = _version_split(normalized_spec) split_prospective = _version_split(normalized_prospective) padded_prospective, _ = _pad_version(split_prospective, split_spec) shortened_prospective = padded_prospective[: len(split_spec)] return shortened_prospective == split_spec else: spec_version = Version(spec) if not spec_version.local: prospective = Version(prospective.public) return prospective == spec_version def _compare_not_equal(self, prospective: Version, spec: str) -> bool: return not self._compare_equal(prospective, spec) def _compare_less_than_equal(self, prospective: Version, spec: str) -> bool: return Version(prospective.public) <= Version(spec) def _compare_greater_than_equal(self, prospective: Version, spec: str) -> bool: return Version(prospective.public) >= Version(spec) def _compare_less_than(self, prospective: Version, spec_str: str) -> bool: spec = Version(spec_str) if not prospective < spec: return False if not spec.is_prerelease and prospective.is_prerelease: if Version(prospective.base_version) == Version(spec.base_version): return False return True def _compare_greater_than(self, prospective: Version, spec_str: str) -> bool: spec = Version(spec_str) if not prospective > spec: return False if not spec.is_postrelease and prospective.is_postrelease: if Version(prospective.base_version) == Version(spec.base_version): return False if prospective.local is not None: if Version(prospective.base_version) == Version(spec.base_version): return False return True def _compare_arbitrary(self, prospective: Version, spec: str) -> bool: return str(prospective).lower() == str(spec).lower() def __contains__(self, item: Union[str, Version]) -> bool: """Return whether or not the item is contained in this specifier. :param item: The item to check for. This is used for the ``in`` operator and behaves the same as :meth:`contains` with no ``prereleases`` argument passed. >>> "1.2.3" in Specifier(">=1.2.3") True >>> Version("1.2.3") in Specifier(">=1.2.3") True >>> "1.0.0" in Specifier(">=1.2.3") False >>> "1.3.0a1" in Specifier(">=1.2.3") False >>> "1.3.0a1" in Specifier(">=1.2.3", prereleases=True) True """ return self.contains(item) def contains( self, item: UnparsedVersion, prereleases: Optional[bool] = None ) -> bool: """Return whether or not the item is contained in this specifier. :param item: The item to check for, which can be a version string or a :class:`Version` instance. :param prereleases: Whether or not to match prereleases with this Specifier. If set to ``None`` (the default), it uses :attr:`prereleases` to determine whether or not prereleases are allowed. >>> Specifier(">=1.2.3").contains("1.2.3") True >>> Specifier(">=1.2.3").contains(Version("1.2.3")) True >>> Specifier(">=1.2.3").contains("1.0.0") False >>> Specifier(">=1.2.3").contains("1.3.0a1") False >>> Specifier(">=1.2.3", prereleases=True).contains("1.3.0a1") True >>> Specifier(">=1.2.3").contains("1.3.0a1", prereleases=True) True """ if prereleases is None: prereleases = self.prereleases normalized_item = _coerce_version(item) if normalized_item.is_prerelease and not prereleases: return False operator_callable: CallableOperator = self._get_operator(self.operator) return operator_callable(normalized_item, self.version) def filter( self, iterable: Iterable[UnparsedVersion], prereleases: Optional[bool] = None ) -> Iterator[UnparsedVersion]: """Filter items in the given iterable, that match the specifier. :param iterable: An iterable that can contain version strings and :class:`Version` instances. The items in the iterable will be filtered according to the specifier. :param prereleases: Whether or not to allow prereleases in the returned iterator. If set to ``None`` (the default), it will be intelligently decide whether to allow prereleases or not (based on the :attr:`prereleases` attribute, and whether the only versions matching are prereleases). This method is smarter than just ``filter(Specifier().contains, [...])`` because it implements the rule from :pep:`440` that a prerelease item SHOULD be accepted if no other versions match the given specifier. >>> list(Specifier(">=1.2.3").filter(["1.2", "1.3", "1.5a1"])) ['1.3'] >>> list(Specifier(">=1.2.3").filter(["1.2", "1.2.3", "1.3", Version("1.4")])) ['1.2.3', '1.3', <Version('1.4')>] >>> list(Specifier(">=1.2.3").filter(["1.2", "1.5a1"])) ['1.5a1'] >>> list(Specifier(">=1.2.3").filter(["1.3", "1.5a1"], prereleases=True)) ['1.3', '1.5a1'] >>> list(Specifier(">=1.2.3", prereleases=True).filter(["1.3", "1.5a1"])) ['1.3', '1.5a1'] """ yielded = False found_prereleases = [] kw = {"prereleases": prereleases if prereleases is not None else True} for version in iterable: parsed_version = _coerce_version(version) if self.contains(parsed_version, **kw): if parsed_version.is_prerelease and not ( prereleases or self.prereleases ): found_prereleases.append(version) else: yielded = True yield version if not yielded and found_prereleases: for version in found_prereleases: yield version _prefix_regex = re.compile(r"^([0-9]+)((?:a|b|c|rc)[0-9]+)$") def _version_split(version: str) -> List[str]: result: List[str] = [] for item in version.split("."): match = _prefix_regex.search(item) if match: result.extend(match.groups()) else: result.append(item) return result def _is_not_suffix(segment: str) -> bool: return not any( segment.startswith(prefix) for prefix in ("dev", "a", "b", "rc", "post") ) def _pad_version(left: List[str], right: List[str]) -> Tuple[List[str], List[str]]: left_split, right_split = [], [] left_split.append(list(itertools.takewhile(lambda x: x.isdigit(), left))) right_split.append(list(itertools.takewhile(lambda x: x.isdigit(), right))) left_split.append(left[len(left_split[0]) :]) right_split.append(right[len(right_split[0]) :]) left_split.insert(1, ["0"] * max(0, len(right_split[0]) - len(left_split[0]))) right_split.insert(1, ["0"] * max(0, len(left_split[0]) - len(right_split[0]))) return (list(itertools.chain(*left_split)), list(itertools.chain(*right_split))) class SpecifierSet(BaseSpecifier): """This class abstracts handling of a set of version specifiers. It can be passed a single specifier (``>=3.0``), a comma-separated list of specifiers (``>=3.0,!=3.1``), or no specifier at all. """ def __init__( self, specifiers: str = "", prereleases: Optional[bool] = None ) -> None: """Initialize a SpecifierSet instance. :param specifiers: The string representation of a specifier or a comma-separated list of specifiers which will be parsed and normalized before use. :param prereleases: This tells the SpecifierSet if it should accept prerelease versions if applicable or not. The default of ``None`` will autodetect it from the given specifiers. :raises InvalidSpecifier: If the given ``specifiers`` are not parseable than this exception will be raised. """ split_specifiers = [s.strip() for s in specifiers.split(",") if s.strip()] parsed: Set[Specifier] = set() for specifier in split_specifiers: parsed.add(Specifier(specifier)) self._specs = frozenset(parsed) self._prereleases = prereleases @property def prereleases(self) -> Optional[bool]: if self._prereleases is not None: return self._prereleases if not self._specs: return None return any(s.prereleases for s in self._specs) @prereleases.setter def prereleases(self, value: bool) -> None: self._prereleases = value def __repr__(self) -> str: """A representation of the specifier set that shows all internal state. Note that the ordering of the individual specifiers within the set may not match the input string. >>> SpecifierSet('>=1.0.0,!=2.0.0') <SpecifierSet('!=2.0.0,>=1.0.0')> >>> SpecifierSet('>=1.0.0,!=2.0.0', prereleases=False) <SpecifierSet('!=2.0.0,>=1.0.0', prereleases=False)> >>> SpecifierSet('>=1.0.0,!=2.0.0', prereleases=True) <SpecifierSet('!=2.0.0,>=1.0.0', prereleases=True)> """ pre = ( f", prereleases={self.prereleases!r}" if self._prereleases is not None else "" ) return f"<SpecifierSet({str(self)!r}{pre})>" def __str__(self) -> str: """A string representation of the specifier set that can be round-tripped. Note that the ordering of the individual specifiers within the set may not match the input string. >>> str(SpecifierSet(">=1.0.0,!=1.0.1")) '!=1.0.1,>=1.0.0' >>> str(SpecifierSet(">=1.0.0,!=1.0.1", prereleases=False)) '!=1.0.1,>=1.0.0' """ return ",".join(sorted(str(s) for s in self._specs)) def __hash__(self) -> int: return hash(self._specs) def __and__(self, other: Union["SpecifierSet", str]) -> "SpecifierSet": """Return a SpecifierSet which is a combination of the two sets. :param other: The other object to combine with. >>> SpecifierSet(">=1.0.0,!=1.0.1") & '<=2.0.0,!=2.0.1' <SpecifierSet('!=1.0.1,!=2.0.1,<=2.0.0,>=1.0.0')> >>> SpecifierSet(">=1.0.0,!=1.0.1") & SpecifierSet('<=2.0.0,!=2.0.1') <SpecifierSet('!=1.0.1,!=2.0.1,<=2.0.0,>=1.0.0')> """ if isinstance(other, str): other = SpecifierSet(other) elif not isinstance(other, SpecifierSet): return NotImplemented specifier = SpecifierSet() specifier._specs = frozenset(self._specs | other._specs) if self._prereleases is None and other._prereleases is not None: specifier._prereleases = other._prereleases elif self._prereleases is not None and other._prereleases is None: specifier._prereleases = self._prereleases elif self._prereleases == other._prereleases: specifier._prereleases = self._prereleases else: raise ValueError( "Cannot combine SpecifierSets with True and False prerelease " "overrides." ) return specifier def __eq__(self, other: object) -> bool: """Whether or not the two SpecifierSet-like objects are equal. :param other: The other object to check against. The value of :attr:`prereleases` is ignored. >>> SpecifierSet(">=1.0.0,!=1.0.1") == SpecifierSet(">=1.0.0,!=1.0.1") True >>> (SpecifierSet(">=1.0.0,!=1.0.1", prereleases=False) == ... SpecifierSet(">=1.0.0,!=1.0.1", prereleases=True)) True >>> SpecifierSet(">=1.0.0,!=1.0.1") == ">=1.0.0,!=1.0.1" True >>> SpecifierSet(">=1.0.0,!=1.0.1") == SpecifierSet(">=1.0.0") False >>> SpecifierSet(">=1.0.0,!=1.0.1") == SpecifierSet(">=1.0.0,!=1.0.2") False """ if isinstance(other, (str, Specifier)): other = SpecifierSet(str(other)) elif not isinstance(other, SpecifierSet): return NotImplemented return self._specs == other._specs def __len__(self) -> int: """Returns the number of specifiers in this specifier set.""" return len(self._specs) def __iter__(self) -> Iterator[Specifier]: """ Returns an iterator over all the underlying :class:`Specifier` instances in this specifier set. >>> sorted(SpecifierSet(">=1.0.0,!=1.0.1"), key=str) [<Specifier('!=1.0.1')>, <Specifier('>=1.0.0')>] """ return iter(self._specs) def __contains__(self, item: UnparsedVersion) -> bool: """Return whether or not the item is contained in this specifier. :param item: The item to check for. This is used for the ``in`` operator and behaves the same as :meth:`contains` with no ``prereleases`` argument passed. >>> "1.2.3" in SpecifierSet(">=1.0.0,!=1.0.1") True >>> Version("1.2.3") in SpecifierSet(">=1.0.0,!=1.0.1") True >>> "1.0.1" in SpecifierSet(">=1.0.0,!=1.0.1") False >>> "1.3.0a1" in SpecifierSet(">=1.0.0,!=1.0.1") False >>> "1.3.0a1" in SpecifierSet(">=1.0.0,!=1.0.1", prereleases=True) True """ return self.contains(item) def contains( self, item: UnparsedVersion, prereleases: Optional[bool] = None, installed: Optional[bool] = None, ) -> bool: """Return whether or not the item is contained in this SpecifierSet. :param item: The item to check for, which can be a version string or a :class:`Version` instance. :param prereleases: Whether or not to match prereleases with this SpecifierSet. If set to ``None`` (the default), it uses :attr:`prereleases` to determine whether or not prereleases are allowed. >>> SpecifierSet(">=1.0.0,!=1.0.1").contains("1.2.3") True >>> SpecifierSet(">=1.0.0,!=1.0.1").contains(Version("1.2.3")) True >>> SpecifierSet(">=1.0.0,!=1.0.1").contains("1.0.1") False >>> SpecifierSet(">=1.0.0,!=1.0.1").contains("1.3.0a1") False >>> SpecifierSet(">=1.0.0,!=1.0.1", prereleases=True).contains("1.3.0a1") True >>> SpecifierSet(">=1.0.0,!=1.0.1").contains("1.3.0a1", prereleases=True) True """ if not isinstance(item, Version): item = Version(item) if prereleases is None: prereleases = self.prereleases if not prereleases and item.is_prerelease: return False if installed and item.is_prerelease: item = Version(item.base_version) return all(s.contains(item, prereleases=prereleases) for s in self._specs) def filter( self, iterable: Iterable[UnparsedVersion], prereleases: Optional[bool] = None ) -> Iterator[UnparsedVersion]: """Filter items in the given iterable, that match the specifiers in this set. :param iterable: An iterable that can contain version strings and :class:`Version` instances. The items in the iterable will be filtered according to the specifier. :param prereleases: Whether or not to allow prereleases in the returned iterator. If set to ``None`` (the default), it will be intelligently decide whether to allow prereleases or not (based on the :attr:`prereleases` attribute, and whether the only versions matching are prereleases). This method is smarter than just ``filter(SpecifierSet(...).contains, [...])`` because it implements the rule from :pep:`440` that a prerelease item SHOULD be accepted if no other versions match the given specifier. >>> list(SpecifierSet(">=1.2.3").filter(["1.2", "1.3", "1.5a1"])) ['1.3'] >>> list(SpecifierSet(">=1.2.3").filter(["1.2", "1.3", Version("1.4")])) ['1.3', <Version('1.4')>] >>> list(SpecifierSet(">=1.2.3").filter(["1.2", "1.5a1"])) [] >>> list(SpecifierSet(">=1.2.3").filter(["1.3", "1.5a1"], prereleases=True)) ['1.3', '1.5a1'] >>> list(SpecifierSet(">=1.2.3", prereleases=True).filter(["1.3", "1.5a1"])) ['1.3', '1.5a1'] An "empty" SpecifierSet will filter items based on the presence of prerelease versions in the set. >>> list(SpecifierSet("").filter(["1.3", "1.5a1"])) ['1.3'] >>> list(SpecifierSet("").filter(["1.5a1"])) ['1.5a1'] >>> list(SpecifierSet("", prereleases=True).filter(["1.3", "1.5a1"])) ['1.3', '1.5a1'] >>> list(SpecifierSet("").filter(["1.3", "1.5a1"], prereleases=True)) ['1.3', '1.5a1'] """ if prereleases is None: prereleases = self.prereleases if self._specs: for spec in self._specs: iterable = spec.filter(iterable, prereleases=bool(prereleases)) return iter(iterable) else: filtered: List[UnparsedVersion] = [] found_prereleases: List[UnparsedVersion] = [] for item in iterable: parsed_version = _coerce_version(item) if parsed_version.is_prerelease and not prereleases: if not filtered: found_prereleases.append(item) else: filtered.append(item) if not filtered and found_prereleases and prereleases is None: return iter(found_prereleases) return iter(filtered)
data/pdm_backend-2.1.8/src/pdm/backend/_vendor/packaging/specifiers.py
9,945
9,026
132,227
LOAD_CONST '\nCode generator script to make the Cython BLAS and LAPACK wrappers\nfrom the files "cython_blas_signatures.txt" and\n"cython_lapack_signatures.txt" which contain the signatures for\nall the BLAS/LAPACK routines that should be included in the wrappers.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('defaultdict',) IMPORT_NAME collections IMPORT_FROM defaultdict STORE_NAME defaultdict POP_TOP LOAD_CONST 0 LOAD_CONST ('itemgetter',) IMPORT_NAME operator IMPORT_FROM itemgetter STORE_NAME itemgetter POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('ST_MTIME',) IMPORT_NAME stat IMPORT_FROM ST_MTIME STORE_NAME ST_MTIME POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME argparse STORE_NAME argparse LOAD_NAME os LOAD_ATTR path LOAD_METHOD abspath LOAD_NAME os LOAD_ATTR path LOAD_METHOD dirname LOAD_NAME __file__ CALL_METHOD CALL_METHOD STORE_NAME BASE_DIR LOAD_CONST 'integer' LOAD_CONST 'complex' LOAD_CONST 'double precision' LOAD_CONST 'real' LOAD_CONST 'complex*16' LOAD_CONST 'character' LOAD_CONST 'logical' LOAD_CONST ('int', 'c', 'd', 's', 'z', 'char', 'bint') BUILD_CONST_KEY_MAP STORE_NAME fortran_types LOAD_CONST 'int' LOAD_CONST 'npy_complex64' LOAD_CONST 'double' LOAD_CONST 'float' LOAD_CONST 'npy_complex128' LOAD_CONST 'char' LOAD_CONST 'int' LOAD_CONST '_cselect1' LOAD_CONST '_cselect2' LOAD_CONST '_dselect2' LOAD_CONST '_dselect3' LOAD_CONST '_sselect2' LOAD_CONST '_sselect3' LOAD_CONST '_zselect1' LOAD_CONST '_zselect2' LOAD_CONST ('int', 'c', 'd', 's', 'z', 'char', 'bint', 'cselect1', 'cselect2', 'dselect2', 'dselect3', 'sselect2', 'sselect3', 'zselect1', 'zselect2') BUILD_CONST_KEY_MAP STORE_NAME c_types LOAD_CONST <code object arg_names_and_types at 0x7faa7455a810, file "f.py", line 46> LOAD_CONST 'arg_names_and_types' MAKE_FUNCTION STORE_NAME arg_names_and_types LOAD_CONST '\ncdef extern from "{header_name}":\n void _fortran_{name} "F_FUNC({name}wrp, {upname}WRP)"({ret_type} *out, {fort_args}) nogil\ncdef {ret_type} {name}({args}) noexcept nogil:\n cdef {ret_type} out\n _fortran_{name}(&out, {argnames})\n return out\n' STORE_NAME pyx_func_template LOAD_CONST 'npy_complex64' LOAD_CONST 'npy_complex128' LOAD_CONST '_cselect1' LOAD_CONST '_cselect2' LOAD_CONST '_dselect2' LOAD_CONST '_dselect3' LOAD_CONST '_sselect2' LOAD_CONST '_sselect3' LOAD_CONST '_zselect1' LOAD_CONST '_zselect2' LOAD_CONST ('c', 'z', 'cselect1', 'cselect2', 'dselect2', 'dselect3', 'sselect2', 'sselect3', 'zselect1', 'zselect2') BUILD_CONST_KEY_MAP STORE_NAME npy_types LOAD_CONST <code object arg_casts at 0x7faa7455a9c0, file "f.py", line 73> LOAD_CONST 'arg_casts' MAKE_FUNCTION STORE_NAME arg_casts LOAD_CONST <code object pyx_decl_func at 0x7faa7455adb0, file "f.py", line 90> LOAD_CONST 'pyx_decl_func' MAKE_FUNCTION STORE_NAME pyx_decl_func LOAD_CONST 'cdef extern from "{header_name}":\n void _fortran_{name} "F_FUNC({name},{upname})"({fort_args}) nogil\ncdef void {name}({args}) noexcept nogil:\n _fortran_{name}({argnames})\n' STORE_NAME pyx_sub_template LOAD_CONST <code object pyx_decl_sub at 0x7faa7455a270, file "f.py", line 121> LOAD_CONST 'pyx_decl_sub' MAKE_FUNCTION STORE_NAME pyx_decl_sub LOAD_CONST '# cython: boundscheck = False\n\n"""\nBLAS Functions for Cython\n=========================\n\nUsable from Cython via::\n\n cimport scipy.linalg.cython_blas\n\nThese wrappers do not check for alignment of arrays.\nAlignment should be checked before these wrappers are used.\n\nRaw function pointers (Fortran-style pointer arguments):\n\n- {}\n\n\n"""\n\n\n\ncdef extern from "fortran_defs.h":\n pass\n\nfrom numpy cimport npy_complex64, npy_complex128\n\n' STORE_NAME blas_pyx_preamble LOAD_CONST <code object make_blas_pyx_preamble at 0x7faa7455ac00, file "f.py", line 169> LOAD_CONST 'make_blas_pyx_preamble' MAKE_FUNCTION STORE_NAME make_blas_pyx_preamble LOAD_CONST '"""\nLAPACK functions for Cython\n===========================\n\nUsable from Cython via::\n\n cimport scipy.linalg.cython_lapack\n\nThis module provides Cython-level wrappers for all primary routines included\nin LAPACK 3.4.0 except for ``zcgesv`` since its interface is not consistent\nfrom LAPACK 3.4.0 to 3.6.0. It also provides some of the\nfixed-api auxiliary routines.\n\nThese wrappers do not check for alignment of arrays.\nAlignment should be checked before these wrappers are used.\n\nRaw function pointers (Fortran-style pointer arguments):\n\n- {}\n\n\n"""\n\n\n\ncdef extern from "fortran_defs.h":\n pass\n\nfrom numpy cimport npy_complex64, npy_complex128\n\ncdef extern from "_lapack_subroutines.h":\n ctypedef bint _cselect1(npy_complex64*)\n ctypedef bint _cselect2(npy_complex64*, npy_complex64*)\n ctypedef bint _dselect2(d*, d*)\n ctypedef bint _dselect3(d*, d*, d*)\n ctypedef bint _sselect2(s*, s*)\n ctypedef bint _sselect3(s*, s*, s*)\n ctypedef bint _zselect1(npy_complex128*)\n ctypedef bint _zselect2(npy_complex128*, npy_complex128*)\n\n' STORE_NAME lapack_pyx_preamble LOAD_CONST <code object make_lapack_pyx_preamble at 0x7faa7455a300, file "f.py", line 217> LOAD_CONST 'make_lapack_pyx_preamble' MAKE_FUNCTION STORE_NAME make_lapack_pyx_preamble LOAD_CONST '\n\n\ncdef inline bint _is_contiguous(double[:,:] a, int axis) noexcept nogil:\n return (a.strides[axis] == sizeof(a[0,0]) or a.shape[axis] == 1)\n\ncpdef float complex _test_cdotc(float complex[:] cx, float complex[:] cy) noexcept nogil:\n cdef:\n int n = cx.shape[0]\n int incx = cx.strides[0] // sizeof(cx[0])\n int incy = cy.strides[0] // sizeof(cy[0])\n return cdotc(&n, &cx[0], &incx, &cy[0], &incy)\n\ncpdef float complex _test_cdotu(float complex[:] cx, float complex[:] cy) noexcept nogil:\n cdef:\n int n = cx.shape[0]\n int incx = cx.strides[0] // sizeof(cx[0])\n int incy = cy.strides[0] // sizeof(cy[0])\n return cdotu(&n, &cx[0], &incx, &cy[0], &incy)\n\ncpdef double _test_dasum(double[:] dx) noexcept nogil:\n cdef:\n int n = dx.shape[0]\n int incx = dx.strides[0] // sizeof(dx[0])\n return dasum(&n, &dx[0], &incx)\n\ncpdef double _test_ddot(double[:] dx, double[:] dy) noexcept nogil:\n cdef:\n int n = dx.shape[0]\n int incx = dx.strides[0] // sizeof(dx[0])\n int incy = dy.strides[0] // sizeof(dy[0])\n return ddot(&n, &dx[0], &incx, &dy[0], &incy)\n\ncpdef int _test_dgemm(double alpha, double[:,:] a, double[:,:] b, double beta,\n double[:,:] c) except -1 nogil:\n cdef:\n char *transa\n char *transb\n int m, n, k, lda, ldb, ldc\n double *a0=&a[0,0]\n double *b0=&b[0,0]\n double *c0=&c[0,0]\n if _is_contiguous(c, 1):\n if _is_contiguous(a, 1):\n transb = \'n\'\n ldb = (&a[1,0]) - a0 if a.shape[0] > 1 else 1\n elif _is_contiguous(a, 0):\n transb = \'t\'\n ldb = (&a[0,1]) - a0 if a.shape[1] > 1 else 1\n else:\n with gil:\n raise ValueError("Input \'a\' is neither C nor Fortran contiguous.")\n if _is_contiguous(b, 1):\n transa = \'n\'\n lda = (&b[1,0]) - b0 if b.shape[0] > 1 else 1\n elif _is_contiguous(b, 0):\n transa = \'t\'\n lda = (&b[0,1]) - b0 if b.shape[1] > 1 else 1\n else:\n with gil:\n raise ValueError("Input \'b\' is neither C nor Fortran contiguous.")\n k = b.shape[0]\n if k != a.shape[1]:\n with gil:\n raise ValueError("Shape mismatch in input arrays.")\n m = b.shape[1]\n n = a.shape[0]\n if n != c.shape[0] or m != c.shape[1]:\n with gil:\n raise ValueError("Output array does not have the correct shape.")\n ldc = (&c[1,0]) - c0 if c.shape[0] > 1 else 1\n dgemm(transa, transb, &m, &n, &k, &alpha, b0, &lda, a0,\n &ldb, &beta, c0, &ldc)\n elif _is_contiguous(c, 0):\n if _is_contiguous(a, 1):\n transa = \'t\'\n lda = (&a[1,0]) - a0 if a.shape[0] > 1 else 1\n elif _is_contiguous(a, 0):\n transa = \'n\'\n lda = (&a[0,1]) - a0 if a.shape[1] > 1 else 1\n else:\n with gil:\n raise ValueError("Input \'a\' is neither C nor Fortran contiguous.")\n if _is_contiguous(b, 1):\n transb = \'t\'\n ldb = (&b[1,0]) - b0 if b.shape[0] > 1 else 1\n elif _is_contiguous(b, 0):\n transb = \'n\'\n ldb = (&b[0,1]) - b0 if b.shape[1] > 1 else 1\n else:\n with gil:\n raise ValueError("Input \'b\' is neither C nor Fortran contiguous.")\n m = a.shape[0]\n k = a.shape[1]\n if k != b.shape[0]:\n with gil:\n raise ValueError("Shape mismatch in input arrays.")\n n = b.shape[1]\n if m != c.shape[0] or n != c.shape[1]:\n with gil:\n raise ValueError("Output array does not have the correct shape.")\n ldc = (&c[0,1]) - c0 if c.shape[1] > 1 else 1\n dgemm(transa, transb, &m, &n, &k, &alpha, a0, &lda, b0,\n &ldb, &beta, c0, &ldc)\n else:\n with gil:\n raise ValueError("Input \'c\' is neither C nor Fortran contiguous.")\n return 0\n\ncpdef double _test_dnrm2(double[:] x) noexcept nogil:\n cdef:\n int n = x.shape[0]\n int incx = x.strides[0] // sizeof(x[0])\n return dnrm2(&n, &x[0], &incx)\n\ncpdef double _test_dzasum(double complex[:] zx) noexcept nogil:\n cdef:\n int n = zx.shape[0]\n int incx = zx.strides[0] // sizeof(zx[0])\n return dzasum(&n, &zx[0], &incx)\n\ncpdef double _test_dznrm2(double complex[:] x) noexcept nogil:\n cdef:\n int n = x.shape[0]\n int incx = x.strides[0] // sizeof(x[0])\n return dznrm2(&n, &x[0], &incx)\n\ncpdef int _test_icamax(float complex[:] cx) noexcept nogil:\n cdef:\n int n = cx.shape[0]\n int incx = cx.strides[0] // sizeof(cx[0])\n return icamax(&n, &cx[0], &incx)\n\ncpdef int _test_idamax(double[:] dx) noexcept nogil:\n cdef:\n int n = dx.shape[0]\n int incx = dx.strides[0] // sizeof(dx[0])\n return idamax(&n, &dx[0], &incx)\n\ncpdef int _test_isamax(float[:] sx) noexcept nogil:\n cdef:\n int n = sx.shape[0]\n int incx = sx.strides[0] // sizeof(sx[0])\n return isamax(&n, &sx[0], &incx)\n\ncpdef int _test_izamax(double complex[:] zx) noexcept nogil:\n cdef:\n int n = zx.shape[0]\n int incx = zx.strides[0] // sizeof(zx[0])\n return izamax(&n, &zx[0], &incx)\n\ncpdef float _test_sasum(float[:] sx) noexcept nogil:\n cdef:\n int n = sx.shape[0]\n int incx = sx.strides[0] // sizeof(sx[0])\n return sasum(&n, &sx[0], &incx)\n\ncpdef float _test_scasum(float complex[:] cx) noexcept nogil:\n cdef:\n int n = cx.shape[0]\n int incx = cx.strides[0] // sizeof(cx[0])\n return scasum(&n, &cx[0], &incx)\n\ncpdef float _test_scnrm2(float complex[:] x) noexcept nogil:\n cdef:\n int n = x.shape[0]\n int incx = x.strides[0] // sizeof(x[0])\n return scnrm2(&n, &x[0], &incx)\n\ncpdef float _test_sdot(float[:] sx, float[:] sy) noexcept nogil:\n cdef:\n int n = sx.shape[0]\n int incx = sx.strides[0] // sizeof(sx[0])\n int incy = sy.strides[0] // sizeof(sy[0])\n return sdot(&n, &sx[0], &incx, &sy[0], &incy)\n\ncpdef float _test_snrm2(float[:] x) noexcept nogil:\n cdef:\n int n = x.shape[0]\n int incx = x.strides[0] // sizeof(x[0])\n return snrm2(&n, &x[0], &incx)\n\ncpdef double complex _test_zdotc(double complex[:] zx, double complex[:] zy) noexcept nogil:\n cdef:\n int n = zx.shape[0]\n int incx = zx.strides[0] // sizeof(zx[0])\n int incy = zy.strides[0] // sizeof(zy[0])\n return zdotc(&n, &zx[0], &incx, &zy[0], &incy)\n\ncpdef double complex _test_zdotu(double complex[:] zx, double complex[:] zy) noexcept nogil:\n cdef:\n int n = zx.shape[0]\n int incx = zx.strides[0] // sizeof(zx[0])\n int incy = zy.strides[0] // sizeof(zy[0])\n return zdotu(&n, &zx[0], &incx, &zy[0], &incy)\n' STORE_NAME blas_py_wrappers LOAD_CONST <code object generate_blas_pyx at 0x7fab6413ed20, file "f.py", line 420> LOAD_CONST 'generate_blas_pyx' MAKE_FUNCTION STORE_NAME generate_blas_pyx LOAD_CONST '\n\n\ndef _test_dlamch(cmach):\n cmach_bytes = bytes(cmach)\n cdef char* cmach_char = cmach_bytes\n return dlamch(cmach_char)\n\ndef _test_slamch(cmach):\n cmach_bytes = bytes(cmach)\n cdef char* cmach_char = cmach_bytes\n return slamch(cmach_char)\n' STORE_NAME lapack_py_wrappers LOAD_CONST <code object generate_lapack_pyx at 0x7faa74c33ed0, file "f.py", line 441> LOAD_CONST 'generate_lapack_pyx' MAKE_FUNCTION STORE_NAME generate_lapack_pyx LOAD_CONST 'ctypedef {ret_type} {name}_t({args}) noexcept nogil\ncdef {name}_t *{name}_f\n' STORE_NAME pxd_template LOAD_CONST 'cdef {ret_type} {name}({args}) noexcept nogil\n' STORE_NAME pxd_template LOAD_CONST <code object pxd_decl at 0x7fab822f90c0, file "f.py", line 455> LOAD_CONST 'pxd_decl' MAKE_FUNCTION STORE_NAME pxd_decl LOAD_CONST '# Within scipy, these wrappers can be used via relative or absolute cimport.\n\n\nctypedef float s\nctypedef double d\nctypedef float complex c\nctypedef double complex z\n\n' STORE_NAME blas_pxd_preamble LOAD_CONST <code object generate_blas_pxd at 0x7faa5f6dba50, file "f.py", line 471> LOAD_CONST 'generate_blas_pxd' MAKE_FUNCTION STORE_NAME generate_blas_pxd LOAD_CONST '# Within SciPy, these wrappers can be used via relative or absolute cimport.\n\n\nctypedef float s\nctypedef double d\nctypedef float complex c\nctypedef double complex z\n\nctypedef bint cselect1(c*)\nctypedef bint cselect2(c*, c*)\nctypedef bint dselect2(d*, d*)\nctypedef bint dselect3(d*, d*, d*)\nctypedef bint sselect2(s*, s*)\nctypedef bint sselect3(s*, s*, s*)\nctypedef bint zselect1(z*)\nctypedef bint zselect2(z*, z*)\n\n' STORE_NAME lapack_pxd_preamble LOAD_CONST <code object generate_lapack_pxd at 0x7faa74640810, file "f.py", line 496> LOAD_CONST 'generate_lapack_pxd' MAKE_FUNCTION STORE_NAME generate_lapack_pxd LOAD_CONST ' subroutine {name}wrp(\n + ret,\n + {argnames}\n + )\n external {wrapper}\n {ret_type} {wrapper}\n {ret_type} ret\n {argdecls}\n ret = {wrapper}(\n + {argnames}\n + )\n end\n' STORE_NAME fortran_template LOAD_CONST '(*)' LOAD_CONST '(ldab,*)' LOAD_CONST '(lda,*)' LOAD_CONST '(*)' LOAD_CONST '(*)' LOAD_CONST '(*)' LOAD_CONST '(*)' LOAD_CONST '(*)' LOAD_CONST '(*)' LOAD_CONST ('work', 'ab', 'a', 'dl', 'd', 'du', 'ap', 'e', 'lld') BUILD_CONST_KEY_MAP STORE_NAME dims LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('x', 'y') BUILD_CONST_KEY_MAP STORE_NAME xy_specialized_dims LOAD_CONST 'a' LOAD_CONST '(*)' BUILD_MAP STORE_NAME a_specialized_dims LOAD_NAME defaultdict LOAD_NAME dict LOAD_NAME xy_specialized_dims LOAD_NAME a_specialized_dims LOAD_NAME a_specialized_dims LOAD_NAME xy_specialized_dims LOAD_NAME xy_specialized_dims LOAD_CONST ('ladiv', 'lanhf', 'lansf', 'lapy2', 'lapy3') CALL_FUNCTION STORE_NAME special_cases LOAD_CONST <code object process_fortran_name at 0x7faa746400c0, file "f.py", line 538> LOAD_CONST 'process_fortran_name' MAKE_FUNCTION STORE_NAME process_fortran_name LOAD_CONST <code object called_name at 0x7faa74640150, file "f.py", line 549> LOAD_CONST 'called_name' MAKE_FUNCTION STORE_NAME called_name LOAD_CONST <code object fort_subroutine_wrapper at 0x7faa74640db0, file "f.py", line 556> LOAD_CONST 'fort_subroutine_wrapper' MAKE_FUNCTION STORE_NAME fort_subroutine_wrapper LOAD_CONST <code object generate_fortran at 0x7faa74640f60, file "f.py", line 574> LOAD_CONST 'generate_fortran' MAKE_FUNCTION STORE_NAME generate_fortran LOAD_CONST <code object make_c_args at 0x7faa74640420, file "f.py", line 578> LOAD_CONST 'make_c_args' MAKE_FUNCTION STORE_NAME make_c_args LOAD_CONST 'void F_FUNC({name}wrp, {upname}WRP)({return_type} *ret, {args});\n' STORE_NAME c_func_template LOAD_CONST <code object c_func_decl at 0x7faa746404b0, file "f.py", line 589> LOAD_CONST 'c_func_decl' MAKE_FUNCTION STORE_NAME c_func_decl LOAD_CONST 'void F_FUNC({name},{upname})({args});\n' STORE_NAME c_sub_template LOAD_CONST <code object c_sub_decl at 0x7faa74640660, file "f.py", line 600> LOAD_CONST 'c_sub_decl' MAKE_FUNCTION STORE_NAME c_sub_decl LOAD_CONST '#ifndef SCIPY_LINALG_{lib}_FORTRAN_WRAPPERS_H\n' STORE_NAME c_preamble LOAD_CONST '\ntypedef int (*_cselect1)(npy_complex64*);\ntypedef int (*_cselect2)(npy_complex64*, npy_complex64*);\ntypedef int (*_dselect2)(double*, double*);\ntypedef int (*_dselect3)(double*, double*, double*);\ntypedef int (*_sselect2)(float*, float*);\ntypedef int (*_sselect3)(float*, float*, float*);\ntypedef int (*_zselect1)(npy_complex128*);\ntypedef int (*_zselect2)(npy_complex128*, npy_complex128*);\n' STORE_NAME lapack_decls LOAD_CONST '\nextern "C" {\n\n' STORE_NAME cpp_guard LOAD_CONST '\n}\n' STORE_NAME c_end LOAD_CONST <code object generate_c_header at 0x7faa74640a50, file "f.py", line 629> LOAD_CONST 'generate_c_header' MAKE_FUNCTION STORE_NAME generate_c_header LOAD_CONST <code object split_signature at 0x7faa74640c00, file "f.py", line 639> LOAD_CONST 'split_signature' MAKE_FUNCTION STORE_NAME split_signature LOAD_CONST <code object filter_lines at 0x7faa74640b70, file "f.py", line 645> LOAD_CONST 'filter_lines' MAKE_FUNCTION STORE_NAME filter_lines LOAD_CONST <code object newer at 0x7faa74b7a8a0, file "f.py", line 657> LOAD_CONST 'newer' MAKE_FUNCTION STORE_NAME newer LOAD_CONST <code object all_newer at 0x7faa74b7a780, file "f.py", line 674> LOAD_CONST 'all_newer' MAKE_FUNCTION STORE_NAME all_newer LOAD_CONST ('cython_blas_signatures.txt', 'cython_lapack_signatures.txt', 'cython_blas', 'cython_lapack', '_blas_subroutine_wrappers.f', '_lapack_subroutine_wrappers.f', '_blas_subroutines.h', '_lapack_subroutines.h') LOAD_CONST <code object make_all at 0x7faa74b7a660, file "f.py", line 682> LOAD_CONST 'make_all' MAKE_FUNCTION STORE_NAME make_all LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME argparse LOAD_METHOD ArgumentParser CALL_METHOD STORE_NAME parser LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-o' LOAD_CONST '--outdir' LOAD_NAME str LOAD_CONST 'Path to the output directory' LOAD_CONST ('type', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_METHOD parse_args CALL_METHOD STORE_NAME args LOAD_NAME args LOAD_ATTR outdir EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_NAME ValueError LOAD_CONST 'Missing `--outdir` argument to _generate_pyx.py' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 564 LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_NAME os LOAD_METHOD getcwd CALL_METHOD LOAD_NAME args LOAD_ATTR outdir CALL_METHOD STORE_NAME outdir_abs LOAD_NAME make_all LOAD_NAME outdir_abs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL zip LOAD_CONST <code object <listcomp> at 0x7faa7455aae0, file "f.py", line 47> LOAD_CONST 'arg_names_and_types.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST args LOAD_METHOD split LOAD_CONST ', ' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_FAST arg LOAD_METHOD split LOAD_CONST ' *' CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST arg LOAD_CONST ('npy_complex64', 'npy_complex128', '_cselect1', '_cselect2', '_dselect2', '_dselect3', '_sselect2', '_sselect3', '_zselect1', '_zselect2') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '<' LOAD_FAST arg FORMAT_VALUE LOAD_CONST '*>' BUILD_STRING RETURN_VALUE LOAD_CONST '' RETURN_VALUE LOAD_GLOBAL arg_names_and_types LOAD_FAST args CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST argtypes STORE_FAST argnames LOAD_DEREF ret_type LOAD_FAST argnames COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CLOSURE ret_type BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7455a5d0, file "f.py", line 93> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST argnames GET_ITER CALL_FUNCTION STORE_FAST argnames LOAD_CONST <code object <listcomp> at 0x7faa7455a4b0, file "f.py", line 94> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST argnames GET_ITER CALL_FUNCTION STORE_FAST argnames LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa7455a540, file "f.py", line 95> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST argtypes LOAD_FAST argnames CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST args LOAD_CONST <code object <listcomp> at 0x7faa7455ab70, file "f.py", line 96> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST argtypes GET_ITER CALL_FUNCTION STORE_FAST argtypes LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa7455a660, file "f.py", line 97> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST argtypes LOAD_FAST argnames CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST fort_args LOAD_CONST <code object <listcomp> at 0x7faa7455a1e0, file "f.py", line 98> LOAD_CONST 'pyx_decl_func.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST argnames LOAD_FAST argtypes CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST argnames LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST argnames CALL_METHOD STORE_FAST argnames LOAD_GLOBAL c_types LOAD_DEREF ret_type BINARY_SUBSCR STORE_FAST c_ret_type LOAD_FAST args LOAD_METHOD replace LOAD_CONST 'lambda' LOAD_CONST 'lambda_' CALL_METHOD STORE_FAST args LOAD_GLOBAL pyx_func_template LOAD_ATTR format LOAD_FAST name LOAD_FAST name LOAD_METHOD upper CALL_METHOD LOAD_FAST args LOAD_FAST fort_args LOAD_DEREF ret_type LOAD_FAST c_ret_type LOAD_FAST argnames LOAD_FAST header_name LOAD_CONST ('name', 'upname', 'args', 'fort_args', 'ret_type', 'c_ret_type', 'argnames', 'header_name') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST n LOAD_FAST n LOAD_DEREF ret_type COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST n JUMP_FORWARD to 26 LOAD_DEREF ret_type LOAD_CONST '_' BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST n LOAD_FAST n LOAD_CONST ('lambda', 'in') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST n JUMP_FORWARD to 26 LOAD_FAST n LOAD_CONST '_' BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_CONST ' *' LOAD_METHOD join LOAD_FAST n LOAD_FAST t BUILD_LIST CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST t LOAD_GLOBAL npy_types LOAD_METHOD get LOAD_FAST t LOAD_FAST t CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_CONST ' *' LOAD_METHOD join LOAD_FAST n LOAD_FAST t BUILD_LIST CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_GLOBAL arg_casts LOAD_FAST t CALL_FUNCTION LOAD_FAST n BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL arg_names_and_types LOAD_FAST args CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST argtypes STORE_FAST argnames LOAD_CONST <code object <listcomp> at 0x7faa7455ae40, file "f.py", line 123> LOAD_CONST 'pyx_decl_sub.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST argtypes GET_ITER CALL_FUNCTION STORE_FAST argtypes LOAD_CONST <code object <listcomp> at 0x7faa7455a0c0, file "f.py", line 124> LOAD_CONST 'pyx_decl_sub.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST argnames GET_ITER CALL_FUNCTION STORE_FAST argnames LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa7455aa50, file "f.py", line 125> LOAD_CONST 'pyx_decl_sub.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST argtypes LOAD_FAST argnames CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST fort_args LOAD_CONST <code object <listcomp> at 0x7faa7455a780, file "f.py", line 126> LOAD_CONST 'pyx_decl_sub.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST argnames LOAD_FAST argtypes CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST argnames LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST argnames CALL_METHOD STORE_FAST argnames LOAD_FAST args LOAD_METHOD replace LOAD_CONST '*lambda,' LOAD_CONST '*lambda_,' CALL_METHOD LOAD_METHOD replace LOAD_CONST '*in,' LOAD_CONST '*in_,' CALL_METHOD STORE_FAST args LOAD_GLOBAL pyx_sub_template LOAD_ATTR format LOAD_FAST name LOAD_FAST name LOAD_METHOD upper CALL_METHOD LOAD_FAST args LOAD_FAST fort_args LOAD_FAST argnames LOAD_FAST header_name LOAD_CONST ('name', 'upname', 'args', 'fort_args', 'argnames', 'header_name') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST t LOAD_GLOBAL npy_types LOAD_METHOD get LOAD_FAST t LOAD_FAST t CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST n LOAD_FAST n LOAD_CONST ('lambda', 'in') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST n JUMP_FORWARD to 26 LOAD_FAST n LOAD_CONST '_' BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_CONST ' *' LOAD_METHOD join LOAD_FAST n LOAD_FAST t BUILD_LIST CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_GLOBAL arg_casts LOAD_FAST t CALL_FUNCTION LOAD_FAST n BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faa7455aed0, file "f.py", line 170> LOAD_CONST 'make_blas_pyx_preamble.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST all_sigs GET_ITER CALL_FUNCTION STORE_FAST names LOAD_GLOBAL blas_pyx_preamble LOAD_METHOD format LOAD_CONST '\n- ' LOAD_METHOD join LOAD_FAST names CALL_METHOD CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_FAST sig LOAD_CONST 0 BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faa7455a150, file "f.py", line 218> LOAD_CONST 'make_lapack_pyx_preamble.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST all_sigs GET_ITER CALL_FUNCTION STORE_FAST names LOAD_GLOBAL lapack_pyx_preamble LOAD_METHOD format LOAD_CONST '\n- ' LOAD_METHOD join LOAD_FAST names CALL_METHOD CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_FAST sig LOAD_CONST 0 BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE header_name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7455a420, file "f.py", line 421> LOAD_CONST 'generate_blas_pyx.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST func_sigs GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST funcs LOAD_CONST '\n' LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE header_name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7455a390, file "f.py", line 422> LOAD_CONST 'generate_blas_pyx.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST sub_sigs GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD STORE_FAST subs LOAD_GLOBAL make_blas_pyx_preamble LOAD_FAST all_sigs CALL_FUNCTION LOAD_FAST funcs BINARY_ADD LOAD_FAST subs BINARY_ADD LOAD_GLOBAL blas_py_wrappers BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST s LOAD_GLOBAL pyx_decl_func LOAD_FAST s LOAD_DEREF header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST s LOAD_GLOBAL pyx_decl_sub LOAD_FAST s LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_DEREF header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE header_name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab6413e8a0, file "f.py", line 442> LOAD_CONST 'generate_lapack_pyx.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST func_sigs GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST funcs LOAD_CONST '\n' LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE header_name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa74c33f60, file "f.py", line 443> LOAD_CONST 'generate_lapack_pyx.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST sub_sigs GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD STORE_FAST subs LOAD_GLOBAL make_lapack_pyx_preamble LOAD_FAST all_sigs CALL_FUNCTION STORE_FAST preamble LOAD_FAST preamble LOAD_FAST funcs BINARY_ADD LOAD_FAST subs BINARY_ADD LOAD_GLOBAL lapack_py_wrappers BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST s LOAD_GLOBAL pyx_decl_func LOAD_FAST s LOAD_DEREF header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST s LOAD_GLOBAL pyx_decl_sub LOAD_FAST s LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_DEREF header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST args LOAD_METHOD replace LOAD_CONST 'lambda' LOAD_CONST 'lambda_' CALL_METHOD LOAD_METHOD replace LOAD_CONST '*in,' LOAD_CONST '*in_,' CALL_METHOD STORE_FAST args LOAD_GLOBAL pxd_template LOAD_ATTR format LOAD_FAST name LOAD_FAST ret_type LOAD_FAST args LOAD_CONST ('name', 'ret_type', 'args') CALL_FUNCTION RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab822f9030, file "f.py", line 472> LOAD_CONST 'generate_blas_pxd.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST all_sigs GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST body LOAD_GLOBAL blas_pxd_preamble LOAD_FAST body BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_GLOBAL pxd_decl LOAD_FAST sig CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lapack_pxd_preamble LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa74640390, file "f.py", line 497> LOAD_CONST 'generate_lapack_pxd.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST all_sigs GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_GLOBAL pxd_decl LOAD_FAST sig CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'inc' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST name RETURN_VALUE LOAD_GLOBAL special_cases LOAD_FAST funcname LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR STORE_FAST special LOAD_CONST 'x' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'y' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST special LOAD_METHOD get LOAD_FAST name LOAD_CONST '(n)' CALL_METHOD STORE_FAST suffix JUMP_FORWARD to 70 LOAD_FAST special LOAD_METHOD get LOAD_FAST name LOAD_CONST '' CALL_METHOD STORE_FAST suffix LOAD_FAST name LOAD_FAST suffix BINARY_ADD RETURN_VALUE LOAD_CONST 'cdotc' LOAD_CONST 'cdotu' LOAD_CONST 'zdotc' LOAD_CONST 'zdotu' LOAD_CONST 'cladiv' LOAD_CONST 'zladiv' BUILD_LIST STORE_FAST included LOAD_FAST name LOAD_FAST included COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'w' LOAD_FAST name BINARY_ADD RETURN_VALUE LOAD_FAST name RETURN_VALUE LOAD_GLOBAL called_name LOAD_DEREF name CALL_FUNCTION STORE_FAST wrapper LOAD_GLOBAL arg_names_and_types LOAD_FAST args CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST types STORE_FAST names LOAD_CONST ',\n + ' LOAD_METHOD join LOAD_FAST names CALL_METHOD STORE_FAST argnames LOAD_CLOSURE name BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa746408a0, file "f.py", line 561> LOAD_CONST 'fort_subroutine_wrapper.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST names GET_ITER CALL_FUNCTION STORE_FAST names LOAD_CONST '\n ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa74640540, file "f.py", line 563> LOAD_CONST 'fort_subroutine_wrapper.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST names LOAD_FAST types CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST argdecls LOAD_GLOBAL fortran_template LOAD_ATTR format LOAD_DEREF name LOAD_FAST wrapper LOAD_FAST argnames LOAD_FAST argdecls LOAD_GLOBAL fortran_types LOAD_FAST ret_type BINARY_SUBSCR LOAD_CONST ('name', 'wrapper', 'argnames', 'argdecls', 'ret_type') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST n LOAD_GLOBAL process_fortran_name LOAD_FAST n LOAD_DEREF name CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST n STORE_FAST t LOAD_GLOBAL fortran_types LOAD_FAST t BINARY_SUBSCR FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST n FORMAT_VALUE BUILD_STRING YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa74640c90, file "f.py", line 575> LOAD_CONST 'generate_fortran.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST func_sigs GET_ITER CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_GLOBAL fort_subroutine_wrapper LOAD_FAST sig CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL arg_names_and_types LOAD_FAST args CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST types STORE_FAST names LOAD_CONST <code object <listcomp> at 0x7faa746401e0, file "f.py", line 580> LOAD_CONST 'make_c_args.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST types GET_ITER CALL_FUNCTION STORE_FAST types LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa746405d0, file "f.py", line 581> LOAD_CONST 'make_c_args.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST types LOAD_FAST names CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST arg LOAD_GLOBAL c_types LOAD_FAST arg BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST t STORE_FAST n LOAD_FAST t FORMAT_VALUE LOAD_CONST ' *' LOAD_FAST n FORMAT_VALUE BUILD_STRING YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_c_args LOAD_FAST args CALL_FUNCTION STORE_FAST args LOAD_GLOBAL c_types LOAD_FAST return_type BINARY_SUBSCR STORE_FAST return_type LOAD_GLOBAL c_func_template LOAD_ATTR format LOAD_FAST name LOAD_FAST name LOAD_METHOD upper CALL_METHOD LOAD_FAST return_type LOAD_FAST args LOAD_CONST ('name', 'upname', 'return_type', 'args') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_c_args LOAD_FAST args CALL_FUNCTION STORE_FAST args LOAD_GLOBAL c_sub_template LOAD_ATTR format LOAD_FAST name LOAD_FAST name LOAD_METHOD upper CALL_METHOD LOAD_FAST args LOAD_CONST ('name', 'upname', 'args') CALL_FUNCTION RETURN_VALUE LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa74640d20, file "f.py", line 630> LOAD_CONST 'generate_c_header.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST func_sigs GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST funcs LOAD_CONST '\n' LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa74640ae0, file "f.py", line 631> LOAD_CONST 'generate_c_header.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST sub_sigs GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD STORE_FAST subs LOAD_FAST lib_name LOAD_CONST 'LAPACK' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL c_preamble LOAD_ATTR format LOAD_FAST lib_name LOAD_CONST ('lib',) CALL_FUNCTION LOAD_GLOBAL lapack_decls BINARY_ADD STORE_FAST preamble JUMP_FORWARD to 82 LOAD_GLOBAL c_preamble LOAD_ATTR format LOAD_FAST lib_name LOAD_CONST ('lib',) CALL_FUNCTION STORE_FAST preamble LOAD_CONST '' LOAD_METHOD join LOAD_FAST preamble LOAD_GLOBAL cpp_guard LOAD_FAST funcs LOAD_FAST subs LOAD_GLOBAL c_end BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_GLOBAL c_func_decl LOAD_FAST sig CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sig LOAD_GLOBAL c_sub_decl LOAD_FAST sig CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST sig LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '(' CALL_METHOD UNPACK_SEQUENCE STORE_FAST name_and_type STORE_FAST args LOAD_FAST name_and_type LOAD_METHOD split LOAD_CONST ' ' CALL_METHOD UNPACK_SEQUENCE STORE_FAST ret_type STORE_FAST name LOAD_FAST name LOAD_FAST ret_type LOAD_FAST args BUILD_TUPLE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faa74640030, file "f.py", line 647> LOAD_CONST 'filter_lines.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL map LOAD_GLOBAL str LOAD_ATTR strip LOAD_FAST lines CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST lines LOAD_CONST <code object <listcomp> at 0x7faa74640270, file "f.py", line 650> LOAD_CONST 'filter_lines.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST lines GET_ITER CALL_FUNCTION STORE_FAST func_sigs LOAD_CONST <code object <listcomp> at 0x7faa74640300, file "f.py", line 652> LOAD_CONST 'filter_lines.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST lines GET_ITER CALL_FUNCTION STORE_FAST sub_sigs LOAD_GLOBAL list LOAD_GLOBAL sorted LOAD_FAST func_sigs LOAD_FAST sub_sigs BINARY_ADD LOAD_GLOBAL itemgetter LOAD_CONST 0 CALL_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION CALL_FUNCTION STORE_FAST all_sigs LOAD_FAST func_sigs LOAD_FAST sub_sigs LOAD_FAST all_sigs BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST line LOAD_FAST line POP_JUMP_IF_FALSE LOAD_FAST line LOAD_METHOD startswith LOAD_CONST '#' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST line LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST line LOAD_FAST line LOAD_METHOD split LOAD_CONST ' ' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'void' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL split_signature LOAD_FAST line CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST line LOAD_FAST line LOAD_METHOD split LOAD_CONST ' ' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'void' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL split_signature LOAD_FAST line CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST source CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST "file '%s' does not exist" LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST source CALL_METHOD BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST target CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL os LOAD_METHOD stat LOAD_FAST source CALL_METHOD LOAD_GLOBAL ST_MTIME BINARY_SUBSCR STORE_FAST mtime1 LOAD_GLOBAL os LOAD_METHOD stat LOAD_FAST target CALL_METHOD LOAD_GLOBAL ST_MTIME BINARY_SUBSCR STORE_FAST mtime2 LOAD_FAST mtime1 LOAD_FAST mtime2 COMPARE_OP > RETURN_VALUE LOAD_GLOBAL all LOAD_CLOSURE src_files BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa74b7a810, file "f.py", line 676> LOAD_CONST 'all_newer.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST dst_files GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 42 STORE_FAST dst LOAD_DEREF src_files GET_ITER FOR_ITER to 40 STORE_FAST src LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dst CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL newer LOAD_FAST dst LOAD_FAST src CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_GLOBAL __file__ CALL_METHOD LOAD_FAST blas_signature_file LOAD_FAST lapack_signature_file BUILD_TUPLE STORE_FAST src_files LOAD_FAST blas_name LOAD_CONST '.pyx' BINARY_ADD LOAD_FAST blas_name LOAD_CONST '.pxd' BINARY_ADD LOAD_FAST blas_fortran_name LOAD_FAST blas_header_name LOAD_FAST lapack_name LOAD_CONST '.pyx' BINARY_ADD LOAD_FAST lapack_name LOAD_CONST '.pxd' BINARY_ADD LOAD_FAST lapack_fortran_name LOAD_FAST lapack_header_name BUILD_TUPLE STORE_FAST dst_files LOAD_CLOSURE outdir BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa74b7aae0, file "f.py", line 704> LOAD_CONST 'make_all.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST dst_files GET_ITER CALL_FUNCTION STORE_FAST dst_files LOAD_GLOBAL os LOAD_METHOD chdir LOAD_GLOBAL BASE_DIR CALL_METHOD POP_TOP LOAD_GLOBAL all_newer LOAD_FAST src_files LOAD_FAST dst_files CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'scipy/linalg/_generate_pyx.py: all files up-to-date' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'This file was generated by _generate_pyx.py.\n' LOAD_CONST 'Do not edit this file directly.\n' BUILD_LIST STORE_FAST comments LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa74b7aa50, file "f.py", line 716> LOAD_CONST 'make_all.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST comments GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST '\n' BINARY_ADD STORE_FAST ccomment LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa74b7a6f0, file "f.py", line 717> LOAD_CONST 'make_all.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST comments GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST '\n' BINARY_ADD STORE_FAST pyxcomment LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa74b7adb0, file "f.py", line 718> LOAD_CONST 'make_all.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST comments GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST '\n' BINARY_ADD STORE_FAST fcomment LOAD_GLOBAL open LOAD_FAST blas_signature_file CALL_FUNCTION SETUP_WITH to 206 STORE_FAST f LOAD_FAST f LOAD_METHOD readlines CALL_METHOD STORE_FAST blas_sigs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL filter_lines LOAD_FAST blas_sigs CALL_FUNCTION STORE_FAST blas_sigs LOAD_GLOBAL generate_blas_pyx LOAD_FAST blas_sigs LOAD_FAST blas_header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION STORE_FAST blas_pyx LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST blas_name LOAD_CONST '.pyx' BINARY_ADD CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 284 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST pyxcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST blas_pyx CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_blas_pxd LOAD_FAST blas_sigs LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION STORE_FAST blas_pxd LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST blas_name LOAD_CONST '.pxd' BINARY_ADD CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 352 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST pyxcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST blas_pxd CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_fortran LOAD_FAST blas_sigs LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST blas_fortran LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST blas_fortran_name CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 416 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST fcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST blas_fortran CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_c_header LOAD_FAST blas_sigs LOAD_CONST ('BLAS',) BINARY_ADD CALL_FUNCTION STORE_FAST blas_c_header LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST blas_header_name CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 480 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST ccomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST blas_c_header CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_FAST lapack_signature_file CALL_FUNCTION SETUP_WITH to 508 STORE_FAST f LOAD_FAST f LOAD_METHOD readlines CALL_METHOD STORE_FAST lapack_sigs POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL filter_lines LOAD_FAST lapack_sigs CALL_FUNCTION STORE_FAST lapack_sigs LOAD_GLOBAL generate_lapack_pyx LOAD_FAST lapack_sigs LOAD_FAST lapack_header_name BUILD_TUPLE BINARY_ADD CALL_FUNCTION STORE_FAST lapack_pyx LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST lapack_name LOAD_CONST '.pyx' BINARY_ADD CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 586 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST pyxcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST lapack_pyx CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_lapack_pxd LOAD_FAST lapack_sigs LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION STORE_FAST lapack_pxd LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST lapack_name LOAD_CONST '.pxd' BINARY_ADD CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 654 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST pyxcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST lapack_pxd CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_fortran LOAD_FAST lapack_sigs LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST lapack_fortran LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST lapack_fortran_name CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 718 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST fcomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST lapack_fortran CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL generate_c_header LOAD_FAST lapack_sigs LOAD_CONST ('LAPACK',) BINARY_ADD CALL_FUNCTION STORE_FAST lapack_c_header LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST lapack_header_name CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 782 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST ccomment CALL_METHOD POP_TOP LOAD_FAST f LOAD_METHOD write LOAD_FAST lapack_c_header CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST f LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_DEREF outdir LOAD_FAST f CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST line LOAD_CONST '/* ' LOAD_FAST line LOAD_METHOD rstrip CALL_METHOD BINARY_ADD LOAD_CONST ' */\n' BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST '# ' LOAD_FAST line BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST 'c ' LOAD_FAST line BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
""" Code generator script to make the Cython BLAS and LAPACK wrappers from the files "cython_blas_signatures.txt" and "cython_lapack_signatures.txt" which contain the signatures for all the BLAS/LAPACK routines that should be included in the wrappers. """ from collections import defaultdict from operator import itemgetter import os from stat import ST_MTIME import argparse BASE_DIR = os.path.abspath(os.path.dirname(__file__)) fortran_types = { "int": "integer", "c": "complex", "d": "double precision", "s": "real", "z": "complex*16", "char": "character", "bint": "logical", } c_types = { "int": "int", "c": "npy_complex64", "d": "double", "s": "float", "z": "npy_complex128", "char": "char", "bint": "int", "cselect1": "_cselect1", "cselect2": "_cselect2", "dselect2": "_dselect2", "dselect3": "_dselect3", "sselect2": "_sselect2", "sselect3": "_sselect3", "zselect1": "_zselect1", "zselect2": "_zselect2", } def arg_names_and_types(args): return zip(*[arg.split(" *") for arg in args.split(", ")]) pyx_func_template = """ cdef extern from "{header_name}": void _fortran_{name} "F_FUNC({name}wrp, {upname}WRP)"({ret_type} *out, {fort_args}) nogil cdef {ret_type} {name}({args}) noexcept nogil: cdef {ret_type} out _fortran_{name}(&out, {argnames}) return out """ npy_types = { "c": "npy_complex64", "z": "npy_complex128", "cselect1": "_cselect1", "cselect2": "_cselect2", "dselect2": "_dselect2", "dselect3": "_dselect3", "sselect2": "_sselect2", "sselect3": "_sselect3", "zselect1": "_zselect1", "zselect2": "_zselect2", } def arg_casts(arg): if arg in [ "npy_complex64", "npy_complex128", "_cselect1", "_cselect2", "_dselect2", "_dselect3", "_sselect2", "_sselect3", "_zselect1", "_zselect2", ]: return f"<{arg}*>" return "" def pyx_decl_func(name, ret_type, args, header_name): argtypes, argnames = arg_names_and_types(args) if ret_type in argnames: argnames = [n if n != ret_type else ret_type + "_" for n in argnames] argnames = [n if n not in ["lambda", "in"] else n + "_" for n in argnames] args = ", ".join([" *".join([n, t]) for n, t in zip(argtypes, argnames)]) argtypes = [npy_types.get(t, t) for t in argtypes] fort_args = ", ".join([" *".join([n, t]) for n, t in zip(argtypes, argnames)]) argnames = [arg_casts(t) + n for n, t in zip(argnames, argtypes)] argnames = ", ".join(argnames) c_ret_type = c_types[ret_type] args = args.replace("lambda", "lambda_") return pyx_func_template.format( name=name, upname=name.upper(), args=args, fort_args=fort_args, ret_type=ret_type, c_ret_type=c_ret_type, argnames=argnames, header_name=header_name, ) pyx_sub_template = """cdef extern from "{header_name}": void _fortran_{name} "F_FUNC({name},{upname})"({fort_args}) nogil cdef void {name}({args}) noexcept nogil: _fortran_{name}({argnames}) """ def pyx_decl_sub(name, args, header_name): argtypes, argnames = arg_names_and_types(args) argtypes = [npy_types.get(t, t) for t in argtypes] argnames = [n if n not in ["lambda", "in"] else n + "_" for n in argnames] fort_args = ", ".join([" *".join([n, t]) for n, t in zip(argtypes, argnames)]) argnames = [arg_casts(t) + n for n, t in zip(argnames, argtypes)] argnames = ", ".join(argnames) args = args.replace("*lambda,", "*lambda_,").replace("*in,", "*in_,") return pyx_sub_template.format( name=name, upname=name.upper(), args=args, fort_args=fort_args, argnames=argnames, header_name=header_name, ) blas_pyx_preamble = '''# cython: boundscheck = False """ BLAS Functions for Cython ========================= Usable from Cython via:: cimport scipy.linalg.cython_blas These wrappers do not check for alignment of arrays. Alignment should be checked before these wrappers are used. Raw function pointers (Fortran-style pointer arguments): - {} """ cdef extern from "fortran_defs.h": pass from numpy cimport npy_complex64, npy_complex128 ''' def make_blas_pyx_preamble(all_sigs): names = [sig[0] for sig in all_sigs] return blas_pyx_preamble.format("\n- ".join(names)) lapack_pyx_preamble = '''""" LAPACK functions for Cython =========================== Usable from Cython via:: cimport scipy.linalg.cython_lapack This module provides Cython-level wrappers for all primary routines included in LAPACK 3.4.0 except for ``zcgesv`` since its interface is not consistent from LAPACK 3.4.0 to 3.6.0. It also provides some of the fixed-api auxiliary routines. These wrappers do not check for alignment of arrays. Alignment should be checked before these wrappers are used. Raw function pointers (Fortran-style pointer arguments): - {} """ cdef extern from "fortran_defs.h": pass from numpy cimport npy_complex64, npy_complex128 cdef extern from "_lapack_subroutines.h": ctypedef bint _cselect1(npy_complex64*) ctypedef bint _cselect2(npy_complex64*, npy_complex64*) ctypedef bint _dselect2(d*, d*) ctypedef bint _dselect3(d*, d*, d*) ctypedef bint _sselect2(s*, s*) ctypedef bint _sselect3(s*, s*, s*) ctypedef bint _zselect1(npy_complex128*) ctypedef bint _zselect2(npy_complex128*, npy_complex128*) ''' def make_lapack_pyx_preamble(all_sigs): names = [sig[0] for sig in all_sigs] return lapack_pyx_preamble.format("\n- ".join(names)) blas_py_wrappers = """ cdef inline bint _is_contiguous(double[:,:] a, int axis) noexcept nogil: return (a.strides[axis] == sizeof(a[0,0]) or a.shape[axis] == 1) cpdef float complex _test_cdotc(float complex[:] cx, float complex[:] cy) noexcept nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) int incy = cy.strides[0] // sizeof(cy[0]) return cdotc(&n, &cx[0], &incx, &cy[0], &incy) cpdef float complex _test_cdotu(float complex[:] cx, float complex[:] cy) noexcept nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) int incy = cy.strides[0] // sizeof(cy[0]) return cdotu(&n, &cx[0], &incx, &cy[0], &incy) cpdef double _test_dasum(double[:] dx) noexcept nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) return dasum(&n, &dx[0], &incx) cpdef double _test_ddot(double[:] dx, double[:] dy) noexcept nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) int incy = dy.strides[0] // sizeof(dy[0]) return ddot(&n, &dx[0], &incx, &dy[0], &incy) cpdef int _test_dgemm(double alpha, double[:,:] a, double[:,:] b, double beta, double[:,:] c) except -1 nogil: cdef: char *transa char *transb int m, n, k, lda, ldb, ldc double *a0=&a[0,0] double *b0=&b[0,0] double *c0=&c[0,0] if _is_contiguous(c, 1): if _is_contiguous(a, 1): transb = 'n' ldb = (&a[1,0]) - a0 if a.shape[0] > 1 else 1 elif _is_contiguous(a, 0): transb = 't' ldb = (&a[0,1]) - a0 if a.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'a' is neither C nor Fortran contiguous.") if _is_contiguous(b, 1): transa = 'n' lda = (&b[1,0]) - b0 if b.shape[0] > 1 else 1 elif _is_contiguous(b, 0): transa = 't' lda = (&b[0,1]) - b0 if b.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'b' is neither C nor Fortran contiguous.") k = b.shape[0] if k != a.shape[1]: with gil: raise ValueError("Shape mismatch in input arrays.") m = b.shape[1] n = a.shape[0] if n != c.shape[0] or m != c.shape[1]: with gil: raise ValueError("Output array does not have the correct shape.") ldc = (&c[1,0]) - c0 if c.shape[0] > 1 else 1 dgemm(transa, transb, &m, &n, &k, &alpha, b0, &lda, a0, &ldb, &beta, c0, &ldc) elif _is_contiguous(c, 0): if _is_contiguous(a, 1): transa = 't' lda = (&a[1,0]) - a0 if a.shape[0] > 1 else 1 elif _is_contiguous(a, 0): transa = 'n' lda = (&a[0,1]) - a0 if a.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'a' is neither C nor Fortran contiguous.") if _is_contiguous(b, 1): transb = 't' ldb = (&b[1,0]) - b0 if b.shape[0] > 1 else 1 elif _is_contiguous(b, 0): transb = 'n' ldb = (&b[0,1]) - b0 if b.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'b' is neither C nor Fortran contiguous.") m = a.shape[0] k = a.shape[1] if k != b.shape[0]: with gil: raise ValueError("Shape mismatch in input arrays.") n = b.shape[1] if m != c.shape[0] or n != c.shape[1]: with gil: raise ValueError("Output array does not have the correct shape.") ldc = (&c[0,1]) - c0 if c.shape[1] > 1 else 1 dgemm(transa, transb, &m, &n, &k, &alpha, a0, &lda, b0, &ldb, &beta, c0, &ldc) else: with gil: raise ValueError("Input 'c' is neither C nor Fortran contiguous.") return 0 cpdef double _test_dnrm2(double[:] x) noexcept nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return dnrm2(&n, &x[0], &incx) cpdef double _test_dzasum(double complex[:] zx) noexcept nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) return dzasum(&n, &zx[0], &incx) cpdef double _test_dznrm2(double complex[:] x) noexcept nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return dznrm2(&n, &x[0], &incx) cpdef int _test_icamax(float complex[:] cx) noexcept nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) return icamax(&n, &cx[0], &incx) cpdef int _test_idamax(double[:] dx) noexcept nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) return idamax(&n, &dx[0], &incx) cpdef int _test_isamax(float[:] sx) noexcept nogil: cdef: int n = sx.shape[0] int incx = sx.strides[0] // sizeof(sx[0]) return isamax(&n, &sx[0], &incx) cpdef int _test_izamax(double complex[:] zx) noexcept nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) return izamax(&n, &zx[0], &incx) cpdef float _test_sasum(float[:] sx) noexcept nogil: cdef: int n = sx.shape[0] int incx = sx.strides[0] // sizeof(sx[0]) return sasum(&n, &sx[0], &incx) cpdef float _test_scasum(float complex[:] cx) noexcept nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) return scasum(&n, &cx[0], &incx) cpdef float _test_scnrm2(float complex[:] x) noexcept nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return scnrm2(&n, &x[0], &incx) cpdef float _test_sdot(float[:] sx, float[:] sy) noexcept nogil: cdef: int n = sx.shape[0] int incx = sx.strides[0] // sizeof(sx[0]) int incy = sy.strides[0] // sizeof(sy[0]) return sdot(&n, &sx[0], &incx, &sy[0], &incy) cpdef float _test_snrm2(float[:] x) noexcept nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return snrm2(&n, &x[0], &incx) cpdef double complex _test_zdotc(double complex[:] zx, double complex[:] zy) noexcept nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) int incy = zy.strides[0] // sizeof(zy[0]) return zdotc(&n, &zx[0], &incx, &zy[0], &incy) cpdef double complex _test_zdotu(double complex[:] zx, double complex[:] zy) noexcept nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) int incy = zy.strides[0] // sizeof(zy[0]) return zdotu(&n, &zx[0], &incx, &zy[0], &incy) """ def generate_blas_pyx(func_sigs, sub_sigs, all_sigs, header_name): funcs = "\n".join(pyx_decl_func(*(s + (header_name,))) for s in func_sigs) subs = "\n" + "\n".join(pyx_decl_sub(*(s[::2] + (header_name,))) for s in sub_sigs) return make_blas_pyx_preamble(all_sigs) + funcs + subs + blas_py_wrappers lapack_py_wrappers = """ def _test_dlamch(cmach): cmach_bytes = bytes(cmach) cdef char* cmach_char = cmach_bytes return dlamch(cmach_char) def _test_slamch(cmach): cmach_bytes = bytes(cmach) cdef char* cmach_char = cmach_bytes return slamch(cmach_char) """ def generate_lapack_pyx(func_sigs, sub_sigs, all_sigs, header_name): funcs = "\n".join(pyx_decl_func(*(s + (header_name,))) for s in func_sigs) subs = "\n" + "\n".join(pyx_decl_sub(*(s[::2] + (header_name,))) for s in sub_sigs) preamble = make_lapack_pyx_preamble(all_sigs) return preamble + funcs + subs + lapack_py_wrappers pxd_template = """ctypedef {ret_type} {name}_t({args}) noexcept nogil cdef {name}_t *{name}_f """ pxd_template = """cdef {ret_type} {name}({args}) noexcept nogil """ def pxd_decl(name, ret_type, args): args = args.replace("lambda", "lambda_").replace("*in,", "*in_,") return pxd_template.format(name=name, ret_type=ret_type, args=args) blas_pxd_preamble = """# Within scipy, these wrappers can be used via relative or absolute cimport. ctypedef float s ctypedef double d ctypedef float complex c ctypedef double complex z """ def generate_blas_pxd(all_sigs): body = "\n".join(pxd_decl(*sig) for sig in all_sigs) return blas_pxd_preamble + body lapack_pxd_preamble = """# Within SciPy, these wrappers can be used via relative or absolute cimport. ctypedef float s ctypedef double d ctypedef float complex c ctypedef double complex z ctypedef bint cselect1(c*) ctypedef bint cselect2(c*, c*) ctypedef bint dselect2(d*, d*) ctypedef bint dselect3(d*, d*, d*) ctypedef bint sselect2(s*, s*) ctypedef bint sselect3(s*, s*, s*) ctypedef bint zselect1(z*) ctypedef bint zselect2(z*, z*) """ def generate_lapack_pxd(all_sigs): return lapack_pxd_preamble + "\n".join(pxd_decl(*sig) for sig in all_sigs) fortran_template = """ subroutine {name}wrp( + ret, + {argnames} + ) external {wrapper} {ret_type} {wrapper} {ret_type} ret {argdecls} ret = {wrapper}( + {argnames} + ) end """ dims = { "work": "(*)", "ab": "(ldab,*)", "a": "(lda,*)", "dl": "(*)", "d": "(*)", "du": "(*)", "ap": "(*)", "e": "(*)", "lld": "(*)", } xy_specialized_dims = {"x": "", "y": ""} a_specialized_dims = {"a": "(*)"} special_cases = defaultdict( dict, ladiv=xy_specialized_dims, lanhf=a_specialized_dims, lansf=a_specialized_dims, lapy2=xy_specialized_dims, lapy3=xy_specialized_dims, ) def process_fortran_name(name, funcname): if "inc" in name: return name special = special_cases[funcname[1:]] if "x" in name or "y" in name: suffix = special.get(name, "(n)") else: suffix = special.get(name, "") return name + suffix def called_name(name): included = ["cdotc", "cdotu", "zdotc", "zdotu", "cladiv", "zladiv"] if name in included: return "w" + name return name def fort_subroutine_wrapper(name, ret_type, args): wrapper = called_name(name) types, names = arg_names_and_types(args) argnames = ",\n + ".join(names) names = [process_fortran_name(n, name) for n in names] argdecls = "\n ".join( f"{fortran_types[t]} {n}" for n, t in zip(names, types) ) return fortran_template.format( name=name, wrapper=wrapper, argnames=argnames, argdecls=argdecls, ret_type=fortran_types[ret_type], ) def generate_fortran(func_sigs): return "\n".join(fort_subroutine_wrapper(*sig) for sig in func_sigs) def make_c_args(args): types, names = arg_names_and_types(args) types = [c_types[arg] for arg in types] return ", ".join(f"{t} *{n}" for t, n in zip(types, names)) c_func_template = ( "void F_FUNC({name}wrp, {upname}WRP)" "({return_type} *ret, {args});\n" ) def c_func_decl(name, return_type, args): args = make_c_args(args) return_type = c_types[return_type] return c_func_template.format( name=name, upname=name.upper(), return_type=return_type, args=args ) c_sub_template = "void F_FUNC({name},{upname})({args});\n" def c_sub_decl(name, return_type, args): args = make_c_args(args) return c_sub_template.format(name=name, upname=name.upper(), args=args) c_preamble = """#ifndef SCIPY_LINALG_{lib}_FORTRAN_WRAPPERS_H """ lapack_decls = """ typedef int (*_cselect1)(npy_complex64*); typedef int (*_cselect2)(npy_complex64*, npy_complex64*); typedef int (*_dselect2)(double*, double*); typedef int (*_dselect3)(double*, double*, double*); typedef int (*_sselect2)(float*, float*); typedef int (*_sselect3)(float*, float*, float*); typedef int (*_zselect1)(npy_complex128*); typedef int (*_zselect2)(npy_complex128*, npy_complex128*); """ cpp_guard = """ extern "C" { """ c_end = """ } """ def generate_c_header(func_sigs, sub_sigs, all_sigs, lib_name): funcs = "".join(c_func_decl(*sig) for sig in func_sigs) subs = "\n" + "".join(c_sub_decl(*sig) for sig in sub_sigs) if lib_name == "LAPACK": preamble = c_preamble.format(lib=lib_name) + lapack_decls else: preamble = c_preamble.format(lib=lib_name) return "".join([preamble, cpp_guard, funcs, subs, c_end]) def split_signature(sig): name_and_type, args = sig[:-1].split("(") ret_type, name = name_and_type.split(" ") return name, ret_type, args def filter_lines(lines): lines = [ line for line in map(str.strip, lines) if line and not line.startswith("#") ] func_sigs = [ split_signature(line) for line in lines if line.split(" ")[0] != "void" ] sub_sigs = [split_signature(line) for line in lines if line.split(" ")[0] == "void"] all_sigs = list(sorted(func_sigs + sub_sigs, key=itemgetter(0))) return func_sigs, sub_sigs, all_sigs def newer(source, target): """ Return true if 'source' exists and is more recently modified than 'target', or if 'source' exists and 'target' doesn't. Return false if both exist and 'target' is the same age or younger than 'source'. """ if not os.path.exists(source): raise ValueError("file '%s' does not exist" % os.path.abspath(source)) if not os.path.exists(target): return 1 mtime1 = os.stat(source)[ST_MTIME] mtime2 = os.stat(target)[ST_MTIME] return mtime1 > mtime2 def all_newer(src_files, dst_files): return all( os.path.exists(dst) and newer(dst, src) for dst in dst_files for src in src_files ) def make_all( outdir, blas_signature_file="cython_blas_signatures.txt", lapack_signature_file="cython_lapack_signatures.txt", blas_name="cython_blas", lapack_name="cython_lapack", blas_fortran_name="_blas_subroutine_wrappers.f", lapack_fortran_name="_lapack_subroutine_wrappers.f", blas_header_name="_blas_subroutines.h", lapack_header_name="_lapack_subroutines.h", ): src_files = (os.path.abspath(__file__), blas_signature_file, lapack_signature_file) dst_files = ( blas_name + ".pyx", blas_name + ".pxd", blas_fortran_name, blas_header_name, lapack_name + ".pyx", lapack_name + ".pxd", lapack_fortran_name, lapack_header_name, ) dst_files = (os.path.join(outdir, f) for f in dst_files) os.chdir(BASE_DIR) if all_newer(src_files, dst_files): print("scipy/linalg/_generate_pyx.py: all files up-to-date") return comments = [ "This file was generated by _generate_pyx.py.\n", "Do not edit this file directly.\n", ] ccomment = "".join(["/* " + line.rstrip() + " */\n" for line in comments]) + "\n" pyxcomment = "".join(["# " + line for line in comments]) + "\n" fcomment = "".join(["c " + line for line in comments]) + "\n" with open(blas_signature_file) as f: blas_sigs = f.readlines() blas_sigs = filter_lines(blas_sigs) blas_pyx = generate_blas_pyx(*(blas_sigs + (blas_header_name,))) with open(os.path.join(outdir, blas_name + ".pyx"), "w") as f: f.write(pyxcomment) f.write(blas_pyx) blas_pxd = generate_blas_pxd(blas_sigs[2]) with open(os.path.join(outdir, blas_name + ".pxd"), "w") as f: f.write(pyxcomment) f.write(blas_pxd) blas_fortran = generate_fortran(blas_sigs[0]) with open(os.path.join(outdir, blas_fortran_name), "w") as f: f.write(fcomment) f.write(blas_fortran) blas_c_header = generate_c_header(*(blas_sigs + ("BLAS",))) with open(os.path.join(outdir, blas_header_name), "w") as f: f.write(ccomment) f.write(blas_c_header) with open(lapack_signature_file) as f: lapack_sigs = f.readlines() lapack_sigs = filter_lines(lapack_sigs) lapack_pyx = generate_lapack_pyx(*(lapack_sigs + (lapack_header_name,))) with open(os.path.join(outdir, lapack_name + ".pyx"), "w") as f: f.write(pyxcomment) f.write(lapack_pyx) lapack_pxd = generate_lapack_pxd(lapack_sigs[2]) with open(os.path.join(outdir, lapack_name + ".pxd"), "w") as f: f.write(pyxcomment) f.write(lapack_pxd) lapack_fortran = generate_fortran(lapack_sigs[0]) with open(os.path.join(outdir, lapack_fortran_name), "w") as f: f.write(fcomment) f.write(lapack_fortran) lapack_c_header = generate_c_header(*(lapack_sigs + ("LAPACK",))) with open(os.path.join(outdir, lapack_header_name), "w") as f: f.write(ccomment) f.write(lapack_c_header) if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("-o", "--outdir", type=str, help="Path to the output directory") args = parser.parse_args() if not args.outdir: raise ValueError("Missing `--outdir` argument to _generate_pyx.py") else: outdir_abs = os.path.join(os.getcwd(), args.outdir) make_all(outdir_abs)
data/scipy-1.12.0/scipy/linalg/_generate_pyx.py
14,426
9,026
245,282
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('namedtuple',) IMPORT_NAME collections IMPORT_FROM namedtuple STORE_NAME namedtuple POP_TOP LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('List', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('cms', 'x509') IMPORT_NAME asn1crypto IMPORT_FROM cms STORE_NAME cms IMPORT_FROM x509 STORE_NAME x509 POP_TOP LOAD_CONST 0 LOAD_CONST ('ValidationContext',) IMPORT_NAME pyhanko_certvalidator IMPORT_FROM ValidationContext STORE_NAME ValidationContext POP_TOP LOAD_CONST 0 LOAD_CONST ('ValidationPath',) IMPORT_NAME pyhanko_certvalidator.path IMPORT_FROM ValidationPath STORE_NAME ValidationPath POP_TOP LOAD_CONST 0 LOAD_CONST ('generic', 'misc') IMPORT_NAME pyhanko.pdf_utils IMPORT_FROM generic STORE_NAME generic IMPORT_FROM misc STORE_NAME misc POP_TOP LOAD_CONST 0 LOAD_CONST ('pdf_name',) IMPORT_NAME pyhanko.pdf_utils.generic IMPORT_FROM pdf_name STORE_NAME pdf_name POP_TOP LOAD_CONST 0 LOAD_CONST ('PdfFileReader', 'process_data_at_eof') IMPORT_NAME pyhanko.pdf_utils.reader IMPORT_FROM PdfFileReader STORE_NAME PdfFileReader IMPORT_FROM process_data_at_eof STORE_NAME process_data_at_eof POP_TOP LOAD_CONST 0 LOAD_CONST ('DEFAULT_DIFF_POLICY', 'DiffPolicy', 'DiffResult', 'ModificationLevel', 'SuspiciousModification') IMPORT_NAME pyhanko.sign.diff_analysis IMPORT_FROM DEFAULT_DIFF_POLICY STORE_NAME DEFAULT_DIFF_POLICY IMPORT_FROM DiffPolicy STORE_NAME DiffPolicy IMPORT_FROM DiffResult STORE_NAME DiffResult IMPORT_FROM ModificationLevel STORE_NAME ModificationLevel IMPORT_FROM SuspiciousModification STORE_NAME SuspiciousModification POP_TOP LOAD_CONST 0 LOAD_CONST ('FieldMDPSpec', 'MDPPerm', 'SeedLockDocument', 'SigSeedSubFilter', 'SigSeedValFlags', 'SigSeedValueSpec') IMPORT_NAME pyhanko.sign.fields IMPORT_FROM FieldMDPSpec STORE_NAME FieldMDPSpec IMPORT_FROM MDPPerm STORE_NAME MDPPerm IMPORT_FROM SeedLockDocument STORE_NAME SeedLockDocument IMPORT_FROM SigSeedSubFilter STORE_NAME SigSeedSubFilter IMPORT_FROM SigSeedValFlags STORE_NAME SigSeedValFlags IMPORT_FROM SigSeedValueSpec STORE_NAME SigSeedValueSpec POP_TOP LOAD_CONST 0 LOAD_CONST ('SignedDataCerts', 'UnacceptableSignerError', 'byte_range_digest', 'extract_signer_info') IMPORT_NAME pyhanko.sign.general IMPORT_FROM SignedDataCerts STORE_NAME SignedDataCerts IMPORT_FROM UnacceptableSignerError STORE_NAME UnacceptableSignerError IMPORT_FROM byte_range_digest STORE_NAME byte_range_digest IMPORT_FROM extract_signer_info STORE_NAME extract_signer_info POP_TOP LOAD_CONST 1 LOAD_CONST ('SignatureValidationError', 'SigSeedValueValidationError', 'ValidationInfoReadingError') IMPORT_NAME errors IMPORT_FROM SignatureValidationError STORE_NAME SignatureValidationError IMPORT_FROM SigSeedValueValidationError STORE_NAME SigSeedValueValidationError IMPORT_FROM ValidationInfoReadingError STORE_NAME ValidationInfoReadingError POP_TOP LOAD_CONST 1 LOAD_CONST ('cms_basic_validation', 'collect_signer_attr_status', 'collect_timing_info', 'compute_signature_tst_digest', 'extract_certs_for_validation', 'extract_self_reported_ts', 'extract_tst_data', 'validate_tst_signed_data') IMPORT_NAME generic_cms IMPORT_FROM cms_basic_validation STORE_NAME cms_basic_validation IMPORT_FROM collect_signer_attr_status STORE_NAME collect_signer_attr_status IMPORT_FROM collect_timing_info STORE_NAME collect_timing_info IMPORT_FROM compute_signature_tst_digest STORE_NAME compute_signature_tst_digest IMPORT_FROM extract_certs_for_validation STORE_NAME extract_certs_for_validation IMPORT_FROM extract_self_reported_ts STORE_NAME extract_self_reported_ts IMPORT_FROM extract_tst_data STORE_NAME extract_tst_data IMPORT_FROM validate_tst_signed_data STORE_NAME validate_tst_signed_data POP_TOP LOAD_CONST 1 LOAD_CONST ('KeyUsageConstraints',) IMPORT_NAME settings IMPORT_FROM KeyUsageConstraints STORE_NAME KeyUsageConstraints POP_TOP LOAD_CONST 1 LOAD_CONST ('DocumentTimestampStatus', 'PdfSignatureStatus', 'SignatureCoverageLevel') IMPORT_NAME status IMPORT_FROM DocumentTimestampStatus STORE_NAME DocumentTimestampStatus IMPORT_FROM PdfSignatureStatus STORE_NAME PdfSignatureStatus IMPORT_FROM SignatureCoverageLevel STORE_NAME SignatureCoverageLevel POP_TOP LOAD_CONST 1 LOAD_CONST ('CMSAlgorithmUsagePolicy',) IMPORT_NAME utils IMPORT_FROM CMSAlgorithmUsagePolicy STORE_NAME CMSAlgorithmUsagePolicy POP_TOP LOAD_CONST 'EmbeddedPdfSignature' LOAD_CONST 'DocMDPInfo' LOAD_CONST 'read_certification_data' LOAD_CONST 'async_validate_pdf_signature' LOAD_CONST 'async_validate_pdf_timestamp' LOAD_CONST 'report_seed_value_validation' LOAD_CONST 'extract_contents' BUILD_LIST STORE_NAME __all__ LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME logger LOAD_NAME Optional LOAD_NAME generic LOAD_ATTR DictionaryObject BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _extract_reference_dict at 0x7fab6415ba50, file "f.py", line 73> LOAD_CONST '_extract_reference_dict' MAKE_FUNCTION STORE_NAME _extract_reference_dict LOAD_NAME Optional LOAD_NAME MDPPerm BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _extract_docmdp_for_sig at 0x7fab6415b270, file "f.py", line 87> LOAD_CONST '_extract_docmdp_for_sig' MAKE_FUNCTION STORE_NAME _extract_docmdp_for_sig LOAD_NAME generic LOAD_ATTR DictionaryObject LOAD_NAME bytes LOAD_CONST ('sig_object', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object extract_contents at 0x7faa5e954930, file "f.py", line 98> LOAD_CONST 'extract_contents' MAKE_FUNCTION STORE_NAME extract_contents LOAD_BUILD_CLASS LOAD_CONST <code object EmbeddedPdfSignature at 0x7fa9e2319ae0, file "f.py", line 123> LOAD_CONST 'EmbeddedPdfSignature' MAKE_FUNCTION LOAD_CONST 'EmbeddedPdfSignature' CALL_FUNCTION STORE_NAME EmbeddedPdfSignature LOAD_NAME namedtuple LOAD_CONST 'DocMDPInfo' LOAD_CONST 'permission' LOAD_CONST 'author_sig' BUILD_LIST CALL_FUNCTION STORE_NAME DocMDPInfo LOAD_NAME PdfFileReader LOAD_NAME Optional LOAD_NAME DocMDPInfo BINARY_SUBSCR LOAD_CONST ('reader', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object read_certification_data at 0x7fa9e2319c90, file "f.py", line 511> LOAD_CONST 'read_certification_data' MAKE_FUNCTION STORE_NAME read_certification_data LOAD_NAME EmbeddedPdfSignature LOAD_CONST ('emb_sig',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _validate_sv_constraints at 0x7fa9e2319390, file "f.py", line 529> LOAD_CONST '_validate_sv_constraints' MAKE_FUNCTION STORE_NAME _validate_sv_constraints LOAD_NAME EmbeddedPdfSignature LOAD_NAME ValidationPath LOAD_NAME bool LOAD_CONST ('embedded_sig', 'validation_path', 'timestamp_found') BUILD_CONST_KEY_MAP LOAD_CONST <code object report_seed_value_validation at 0x7fa9e2319780, file "f.py", line 685> LOAD_CONST 'report_seed_value_validation' MAKE_FUNCTION STORE_NAME report_seed_value_validation LOAD_CONST <code object _validate_subfilter at 0x7fa9e2319d20, file "f.py", line 718> LOAD_CONST '_validate_subfilter' MAKE_FUNCTION STORE_NAME _validate_subfilter LOAD_CONST (None, None, None, None, None, False, None) LOAD_NAME EmbeddedPdfSignature LOAD_NAME Optional LOAD_NAME ValidationContext BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ValidationContext BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ValidationContext BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME DiffPolicy BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME KeyUsageConstraints BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Optional LOAD_NAME CMSAlgorithmUsagePolicy BINARY_SUBSCR LOAD_NAME PdfSignatureStatus LOAD_CONST ('embedded_sig', 'signer_validation_context', 'ts_validation_context', 'ac_validation_context', 'diff_policy', 'key_usage_settings', 'skip_diff', 'algorithm_policy', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object async_validate_pdf_signature at 0x7fa9e23195d0, file "f.py", line 730> LOAD_CONST 'async_validate_pdf_signature' MAKE_FUNCTION STORE_NAME async_validate_pdf_signature LOAD_CONST (None, None, False) LOAD_NAME EmbeddedPdfSignature LOAD_NAME Optional LOAD_NAME ValidationContext BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME DiffPolicy BINARY_SUBSCR LOAD_NAME bool LOAD_NAME DocumentTimestampStatus LOAD_CONST ('embedded_sig', 'validation_context', 'diff_policy', 'skip_diff', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object async_validate_pdf_timestamp at 0x7fa9e2319db0, file "f.py", line 849> LOAD_CONST 'async_validate_pdf_timestamp' MAKE_FUNCTION STORE_NAME async_validate_pdf_timestamp LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 14 LOAD_FAST signature_obj LOAD_CONST '/Reference' BINARY_SUBSCR STORE_FAST sig_refs POP_BLOCK JUMP_FORWARD to 34 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY SETUP_LOOP to 72 LOAD_FAST sig_refs GET_ITER FOR_ITER to 70 STORE_FAST ref LOAD_FAST ref LOAD_METHOD get_object CALL_METHOD STORE_FAST ref LOAD_FAST ref LOAD_CONST '/TransformMethod' BINARY_SUBSCR LOAD_FAST method COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ref RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _extract_reference_dict LOAD_FAST signature_obj LOAD_CONST '/DocMDP' CALL_FUNCTION STORE_FAST ref LOAD_FAST ref LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 46 LOAD_FAST ref LOAD_CONST '/TransformParams' BINARY_SUBSCR LOAD_METHOD raw_get LOAD_CONST '/P' CALL_METHOD STORE_FAST raw_perms LOAD_GLOBAL MDPPerm LOAD_FAST raw_perms CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL ValueError LOAD_GLOBAL KeyError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 80 LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Failed to read document permissions' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 24 LOAD_FAST sig_object LOAD_ATTR raw_get LOAD_CONST '/Contents' LOAD_GLOBAL generic LOAD_ATTR EncryptedObjAccess LOAD_ATTR RAW LOAD_CONST ('decrypt',) CALL_FUNCTION STORE_FAST cms_content POP_BLOCK JUMP_FORWARD to 54 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL misc LOAD_METHOD PdfReadError LOAD_CONST 'Could not read /Contents entry in signature' CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 54 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST cms_content LOAD_GLOBAL generic LOAD_ATTR TextStringObject LOAD_GLOBAL generic LOAD_ATTR ByteStringObject BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL misc LOAD_METHOD PdfReadError LOAD_CONST '/Contents must be string-like' CALL_METHOD RAISE_VARARGS LOAD_FAST cms_content LOAD_ATTR original_bytes RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EmbeddedPdfSignature' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Class modelling a signature embedded in a PDF document.\n ' STORE_NAME __doc__ LOAD_NAME generic LOAD_ATTR DictionaryObject LOAD_NAME __annotations__ LOAD_CONST 'sig_field' STORE_SUBSCR LOAD_NAME generic LOAD_ATTR DictionaryObject LOAD_NAME __annotations__ LOAD_CONST 'sig_object' STORE_SUBSCR LOAD_NAME cms LOAD_ATTR SignedData LOAD_NAME __annotations__ LOAD_CONST 'signed_data' STORE_SUBSCR LOAD_NAME PdfFileReader LOAD_NAME generic LOAD_ATTR DictionaryObject LOAD_NAME str LOAD_CONST ('reader', 'sig_field', 'fq_name') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5e954780, file "f.py", line 143> LOAD_CONST 'EmbeddedPdfSignature.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME SignedDataCerts LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _init_cert_info at 0x7faa75f5ddb0, file "f.py", line 194> LOAD_CONST 'EmbeddedPdfSignature._init_cert_info' MAKE_FUNCTION STORE_NAME _init_cert_info LOAD_NAME property LOAD_NAME List LOAD_NAME cms LOAD_ATTR AttributeCertificateV2 BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object embedded_attr_certs at 0x7faa75f5dd20, file "f.py", line 199> LOAD_CONST 'EmbeddedPdfSignature.embedded_attr_certs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME embedded_attr_certs LOAD_NAME property LOAD_NAME List LOAD_NAME x509 LOAD_ATTR Certificate BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object other_embedded_certs at 0x7faa75f5dc90, file "f.py", line 206> LOAD_CONST 'EmbeddedPdfSignature.other_embedded_certs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME other_embedded_certs LOAD_NAME property LOAD_NAME x509 LOAD_ATTR Certificate LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signer_cert at 0x7faa75f5df60, file "f.py", line 213> LOAD_CONST 'EmbeddedPdfSignature.signer_cert' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signer_cert LOAD_NAME property LOAD_NAME generic LOAD_ATTR NameObject LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object sig_object_type at 0x7faa75f5d8a0, file "f.py", line 220> LOAD_CONST 'EmbeddedPdfSignature.sig_object_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sig_object_type LOAD_NAME property LOAD_CONST <code object field_name at 0x7faa5e8156f0, file "f.py", line 232> LOAD_CONST 'EmbeddedPdfSignature.field_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME field_name LOAD_NAME property LOAD_NAME Optional LOAD_NAME datetime BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object self_reported_timestamp at 0x7faa5e8158a0, file "f.py", line 240> LOAD_CONST 'EmbeddedPdfSignature.self_reported_timestamp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME self_reported_timestamp LOAD_NAME property LOAD_NAME Optional LOAD_NAME cms LOAD_ATTR SignedData BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attached_timestamp_data at 0x7faa5e8151e0, file "f.py", line 258> LOAD_CONST 'EmbeddedPdfSignature.attached_timestamp_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attached_timestamp_data LOAD_CONST (None, False) LOAD_CONST <code object compute_integrity_info at 0x7faa5e815ae0, file "f.py", line 267> LOAD_CONST 'EmbeddedPdfSignature.compute_integrity_info' MAKE_FUNCTION STORE_NAME compute_integrity_info LOAD_NAME dict LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object summarise_integrity_info at 0x7faa5e815c90, file "f.py", line 290> LOAD_CONST 'EmbeddedPdfSignature.summarise_integrity_info' MAKE_FUNCTION STORE_NAME summarise_integrity_info LOAD_NAME property LOAD_NAME Optional LOAD_NAME SigSeedValueSpec BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object seed_value_spec at 0x7fa9e2319ed0, file "f.py", line 330> LOAD_CONST 'EmbeddedPdfSignature.seed_value_spec' MAKE_FUNCTION CALL_FUNCTION STORE_NAME seed_value_spec LOAD_NAME property LOAD_NAME Optional LOAD_NAME MDPPerm BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object docmdp_level at 0x7fa9e2319030, file "f.py", line 338> LOAD_CONST 'EmbeddedPdfSignature.docmdp_level' MAKE_FUNCTION CALL_FUNCTION STORE_NAME docmdp_level LOAD_NAME property LOAD_NAME Optional LOAD_NAME FieldMDPSpec BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fieldmdp at 0x7fa9e2319f60, file "f.py", line 370> LOAD_CONST 'EmbeddedPdfSignature.fieldmdp' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fieldmdp LOAD_NAME bytes LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object compute_digest at 0x7fa9e23199c0, file "f.py", line 390> LOAD_CONST 'EmbeddedPdfSignature.compute_digest' MAKE_FUNCTION STORE_NAME compute_digest LOAD_NAME Optional LOAD_NAME bytes BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object compute_tst_digest at 0x7fa9e2319810, file "f.py", line 409> LOAD_CONST 'EmbeddedPdfSignature.compute_tst_digest' MAKE_FUNCTION STORE_NAME compute_tst_digest LOAD_NAME SignatureCoverageLevel LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object evaluate_signature_coverage at 0x7fa9e23194b0, file "f.py", line 432> LOAD_CONST 'EmbeddedPdfSignature.evaluate_signature_coverage' MAKE_FUNCTION STORE_NAME evaluate_signature_coverage LOAD_CONST <code object _enforce_hybrid_xref_policy at 0x7fa9e2319150, file "f.py", line 476> LOAD_CONST 'EmbeddedPdfSignature._enforce_hybrid_xref_policy' MAKE_FUNCTION STORE_NAME _enforce_hybrid_xref_policy LOAD_NAME DiffPolicy LOAD_NAME Union LOAD_NAME DiffResult LOAD_NAME SuspiciousModification BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('diff_policy', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object evaluate_modifications at 0x7fa9e2319270, file "f.py", line 484> LOAD_CONST 'EmbeddedPdfSignature.evaluate_modifications' MAKE_FUNCTION STORE_NAME evaluate_modifications LOAD_CONST None RETURN_VALUE LOAD_FAST reader LOAD_FAST self STORE_ATTR reader LOAD_GLOBAL isinstance LOAD_FAST sig_field LOAD_GLOBAL generic LOAD_ATTR IndirectObject CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST sig_field LOAD_METHOD get_object CALL_METHOD STORE_FAST sig_field LOAD_FAST sig_field LOAD_FAST self STORE_ATTR sig_field LOAD_FAST sig_field LOAD_METHOD raw_get LOAD_CONST '/V' CALL_METHOD STORE_FAST sig_object_ref LOAD_FAST sig_object_ref LOAD_METHOD get_object CALL_METHOD DUP_TOP LOAD_FAST self STORE_ATTR sig_object STORE_FAST sig_object LOAD_GLOBAL isinstance LOAD_FAST sig_object LOAD_GLOBAL generic LOAD_ATTR DictionaryObject CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_EXCEPT to 90 LOAD_FAST sig_object LOAD_METHOD raw_get LOAD_CONST '/ByteRange' CALL_METHOD LOAD_FAST self STORE_ATTR byte_range POP_BLOCK JUMP_FORWARD to 120 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL misc LOAD_METHOD PdfReadError LOAD_CONST 'Could not read /ByteRange entry in signature' CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 120 END_FINALLY LOAD_GLOBAL extract_contents LOAD_FAST sig_object CALL_FUNCTION DUP_TOP LOAD_FAST self STORE_ATTR pkcs7_content STORE_FAST cms_content LOAD_GLOBAL cms LOAD_ATTR ContentInfo LOAD_METHOD load LOAD_FAST cms_content CALL_METHOD STORE_FAST message LOAD_FAST message LOAD_CONST 'content' BINARY_SUBSCR STORE_FAST signed_data LOAD_FAST signed_data LOAD_FAST self STORE_ATTR signed_data LOAD_GLOBAL extract_signer_info LOAD_FAST signed_data CALL_FUNCTION LOAD_FAST self STORE_ATTR signer_info LOAD_CONST None LOAD_FAST self STORE_ATTR _sd_cert_info LOAD_FAST self LOAD_ATTR signer_info LOAD_CONST 'digest_algorithm' BINARY_SUBSCR STORE_FAST digest_algo LOAD_FAST digest_algo LOAD_CONST 'algorithm' BINARY_SUBSCR LOAD_ATTR native LOAD_METHOD lower CALL_METHOD LOAD_FAST self STORE_ATTR md_algorithm LOAD_FAST signed_data LOAD_CONST 'encap_content_info' BINARY_SUBSCR STORE_FAST eci LOAD_FAST eci LOAD_CONST 'content_type' BINARY_SUBSCR LOAD_ATTR native STORE_FAST content_type LOAD_FAST content_type LOAD_CONST 'data' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR md_algorithm LOAD_FAST self STORE_ATTR external_md_algorithm JUMP_FORWARD to 278 LOAD_FAST content_type LOAD_CONST 'tst_info' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST eci LOAD_CONST 'content' BINARY_SUBSCR LOAD_ATTR parsed LOAD_CONST 'message_imprint' BINARY_SUBSCR STORE_FAST mi LOAD_FAST mi LOAD_CONST 'hash_algorithm' BINARY_SUBSCR LOAD_CONST 'algorithm' BINARY_SUBSCR LOAD_ATTR native LOAD_FAST self STORE_ATTR external_md_algorithm LOAD_FAST self LOAD_ATTR reader LOAD_ATTR xrefs LOAD_METHOD get_last_change LOAD_FAST sig_object_ref LOAD_ATTR reference CALL_METHOD LOAD_FAST self STORE_ATTR signed_revision LOAD_CONST None LOAD_FAST self STORE_ATTR coverage LOAD_CONST None LOAD_FAST self STORE_ATTR external_digest LOAD_CONST None LOAD_FAST self STORE_ATTR total_len LOAD_CONST None LOAD_FAST self STORE_ATTR _docmdp LOAD_CONST None LOAD_FAST self STORE_ATTR _fieldmdp LOAD_CONST False DUP_TOP LOAD_FAST self STORE_ATTR _docmdp_queried LOAD_FAST self STORE_ATTR _fieldmdp_queried LOAD_CONST None LOAD_FAST self STORE_ATTR tst_signature_digest LOAD_CONST None LOAD_FAST self STORE_ATTR diff_result LOAD_CONST False LOAD_FAST self STORE_ATTR _integrity_checked LOAD_FAST fq_name LOAD_FAST self STORE_ATTR fq_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _sd_cert_info LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL extract_certs_for_validation LOAD_FAST self LOAD_ATTR signed_data CALL_FUNCTION LOAD_FAST self STORE_ATTR _sd_cert_info LOAD_FAST self LOAD_ATTR _sd_cert_info RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_METHOD _init_cert_info CALL_METHOD LOAD_ATTR attribute_certs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_METHOD _init_cert_info CALL_METHOD LOAD_ATTR other_certs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _init_cert_info CALL_METHOD LOAD_ATTR signer_cert RETURN_VALUE LOAD_FAST self LOAD_ATTR sig_object LOAD_METHOD get LOAD_CONST '/Type' LOAD_GLOBAL pdf_name LOAD_CONST '/Sig' CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR fq_name RETURN_VALUE LOAD_GLOBAL extract_self_reported_ts LOAD_FAST self LOAD_ATTR signer_info CALL_FUNCTION STORE_FAST ts LOAD_FAST ts LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ts RETURN_VALUE SETUP_EXCEPT to 52 LOAD_FAST self LOAD_ATTR sig_object LOAD_CONST '/M' BINARY_SUBSCR STORE_FAST st_as_pdf_date LOAD_GLOBAL generic LOAD_ATTR parse_pdf_date LOAD_FAST st_as_pdf_date LOAD_FAST self LOAD_ATTR reader LOAD_ATTR strict LOAD_CONST ('strict',) CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL extract_tst_data LOAD_FAST self LOAD_ATTR signer_info CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _enforce_hybrid_xref_policy CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_digest CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD compute_tst_digest CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD evaluate_signature_coverage CALL_METHOD LOAD_FAST self STORE_ATTR coverage LOAD_FAST diff_policy JUMP_IF_TRUE_OR_POP LOAD_GLOBAL DEFAULT_DIFF_POLICY STORE_FAST diff_policy LOAD_FAST skip_diff POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD evaluate_modifications LOAD_FAST diff_policy CALL_METHOD LOAD_FAST self STORE_ATTR diff_result LOAD_CONST True LOAD_FAST self STORE_ATTR _integrity_checked LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _integrity_checked POP_JUMP_IF_TRUE LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Call compute_integrity_info() before invokingsummarise_integrity_info()' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR docmdp_level STORE_FAST docmdp LOAD_FAST self LOAD_ATTR diff_result STORE_FAST diff_result LOAD_FAST self LOAD_ATTR coverage STORE_FAST coverage LOAD_CONST None STORE_FAST docmdp_ok LOAD_FAST diff_result LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST diff_result LOAD_GLOBAL DiffResult CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST diff_result LOAD_ATTR modification_level JUMP_FORWARD to 64 LOAD_GLOBAL ModificationLevel LOAD_ATTR OTHER STORE_FAST mod_level LOAD_FAST mod_level LOAD_GLOBAL ModificationLevel LOAD_ATTR OTHER COMPARE_OP == JUMP_IF_TRUE_OR_POP LOAD_FAST docmdp LOAD_CONST None COMPARE_OP is not JUMP_IF_FALSE_OR_POP LOAD_FAST mod_level LOAD_ATTR value LOAD_FAST docmdp LOAD_ATTR value COMPARE_OP > UNARY_NOT STORE_FAST docmdp_ok JUMP_FORWARD to 120 LOAD_FAST coverage LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_REVISION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST coverage LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_FILE COMPARE_OP == STORE_FAST docmdp_ok LOAD_FAST coverage LOAD_FAST docmdp_ok LOAD_FAST diff_result LOAD_CONST ('coverage', 'docmdp_ok', 'diff_result') BUILD_CONST_KEY_MAP STORE_FAST status_kwargs LOAD_FAST status_kwargs RETURN_VALUE SETUP_EXCEPT to 16 LOAD_FAST self LOAD_ATTR sig_field LOAD_CONST '/SV' BINARY_SUBSCR STORE_FAST sig_sv_dict POP_BLOCK JUMP_FORWARD to 36 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_GLOBAL SigSeedValueSpec LOAD_METHOD from_pdf_object LOAD_FAST sig_sv_dict CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _docmdp_queried POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _docmdp RETURN_VALUE LOAD_GLOBAL _extract_docmdp_for_sig LOAD_FAST self LOAD_ATTR sig_object LOAD_CONST ('signature_obj',) CALL_FUNCTION STORE_FAST docmdp LOAD_FAST docmdp LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE SETUP_EXCEPT to 60 LOAD_FAST self LOAD_ATTR sig_field LOAD_CONST '/Lock' BINARY_SUBSCR STORE_FAST lock_dict LOAD_GLOBAL MDPPerm LOAD_FAST lock_dict LOAD_CONST '/P' BINARY_SUBSCR CALL_FUNCTION STORE_FAST docmdp POP_BLOCK JUMP_FORWARD to 80 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 80 END_FINALLY LOAD_FAST docmdp LOAD_FAST self STORE_ATTR _docmdp LOAD_CONST True LOAD_FAST self STORE_ATTR _docmdp_queried LOAD_FAST docmdp RETURN_VALUE LOAD_FAST self LOAD_ATTR _fieldmdp_queried POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _fieldmdp RETURN_VALUE LOAD_GLOBAL _extract_reference_dict LOAD_FAST self LOAD_ATTR sig_object LOAD_CONST '/FieldMDP' CALL_FUNCTION STORE_FAST ref_dict LOAD_CONST True LOAD_FAST self STORE_ATTR _fieldmdp_queried LOAD_FAST ref_dict LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 62 LOAD_GLOBAL FieldMDPSpec LOAD_METHOD from_pdf_object LOAD_FAST ref_dict LOAD_CONST '/TransformParams' BINARY_SUBSCR CALL_METHOD STORE_FAST sp POP_BLOCK JUMP_FORWARD to 110 DUP_TOP LOAD_GLOBAL ValueError LOAD_GLOBAL KeyError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 96 LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Failed to read /FieldMDP settings' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 110 END_FINALLY LOAD_FAST sp LOAD_FAST self STORE_ATTR _fieldmdp LOAD_FAST sp RETURN_VALUE LOAD_FAST self LOAD_ATTR external_digest LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR external_digest RETURN_VALUE LOAD_GLOBAL byte_range_digest LOAD_FAST self LOAD_ATTR reader LOAD_ATTR stream LOAD_FAST self LOAD_ATTR byte_range LOAD_FAST self LOAD_ATTR external_md_algorithm LOAD_CONST ('byte_range', 'md_algorithm') CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR total_len STORE_FAST digest LOAD_FAST digest LOAD_FAST self STORE_ATTR external_digest LOAD_FAST digest RETURN_VALUE LOAD_FAST self LOAD_ATTR tst_signature_digest LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR tst_signature_digest RETURN_VALUE LOAD_GLOBAL compute_signature_tst_digest LOAD_FAST self LOAD_ATTR signer_info CALL_FUNCTION DUP_TOP LOAD_FAST self STORE_ATTR tst_signature_digest STORE_FAST digest LOAD_FAST digest RETURN_VALUE LOAD_FAST self LOAD_ATTR reader LOAD_ATTR xrefs STORE_FAST xref_cache LOAD_FAST self LOAD_ATTR reader LOAD_ATTR stream STORE_FAST stream LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR byte_range CALL_FUNCTION LOAD_CONST 4 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR byte_range LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR UNCLEAR RETURN_VALUE LOAD_FAST self LOAD_ATTR byte_range UNPACK_SEQUENCE STORE_FAST _ STORE_FAST len1 STORE_FAST start2 STORE_FAST len2 LOAD_FAST stream LOAD_METHOD seek LOAD_CONST 0 LOAD_GLOBAL os LOAD_ATTR SEEK_END CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR pkcs7_content CALL_FUNCTION LOAD_CONST 2 BINARY_MULTIPLY LOAD_CONST 2 BINARY_ADD STORE_FAST embedded_sig_content LOAD_FAST len1 LOAD_FAST len2 BINARY_ADD LOAD_FAST embedded_sig_content BINARY_ADD STORE_FAST signed_zone_len LOAD_FAST stream LOAD_METHOD tell CALL_METHOD LOAD_FAST signed_zone_len COMPARE_OP == STORE_FAST file_covered LOAD_FAST file_covered POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_FILE RETURN_VALUE LOAD_FAST start2 LOAD_FAST len1 LOAD_FAST embedded_sig_content BINARY_ADD COMPARE_OP == STORE_FAST contiguous LOAD_FAST contiguous POP_JUMP_IF_TRUE LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR UNCLEAR RETURN_VALUE LOAD_FAST stream LOAD_METHOD seek LOAD_FAST signed_zone_len CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR signed_revision STORE_FAST signed_rev SETUP_EXCEPT to 206 LOAD_GLOBAL process_data_at_eof LOAD_FAST stream CALL_FUNCTION STORE_FAST startxref LOAD_FAST xref_cache LOAD_METHOD get_startxref_for_revision LOAD_FAST signed_rev CALL_METHOD STORE_FAST expected LOAD_FAST startxref LOAD_FAST expected COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR CONTIGUOUS_BLOCK_FROM_START RETURN_VALUE POP_BLOCK JUMP_FORWARD to 230 DUP_TOP LOAD_GLOBAL misc LOAD_ATTR PdfReadError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR CONTIGUOUS_BLOCK_FROM_START RETURN_VALUE END_FINALLY SETUP_LOOP to 278 LOAD_GLOBAL range LOAD_FAST signed_rev LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 276 STORE_FAST revision LOAD_FAST xref_cache LOAD_METHOD get_xref_container_info LOAD_FAST revision CALL_METHOD STORE_FAST xref_meta LOAD_FAST xref_meta LOAD_ATTR end_location LOAD_FAST signed_zone_len COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR CONTIGUOUS_BLOCK_FROM_START RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_REVISION RETURN_VALUE LOAD_FAST self LOAD_ATTR reader STORE_FAST reader LOAD_FAST reader LOAD_ATTR strict POP_JUMP_IF_FALSE LOAD_FAST reader LOAD_ATTR xrefs LOAD_ATTR hybrid_xrefs_present POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Settings do not permit validation of signatures in hybrid-reference files.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR coverage LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_REVISION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL SuspiciousModification LOAD_CONST 'Nonstandard signature coverage level' CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR coverage LOAD_GLOBAL SignatureCoverageLevel LOAD_ATTR ENTIRE_FILE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL DiffResult LOAD_GLOBAL ModificationLevel LOAD_ATTR NONE LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST diff_policy LOAD_ATTR review_file LOAD_FAST self LOAD_ATTR reader LOAD_FAST self LOAD_ATTR signed_revision LOAD_FAST self LOAD_ATTR fieldmdp LOAD_FAST self LOAD_ATTR docmdp_level LOAD_CONST ('field_mdp_spec', 'doc_mdp') CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 20 LOAD_FAST reader LOAD_ATTR root LOAD_CONST '/Perms' BINARY_SUBSCR LOAD_CONST '/DocMDP' BINARY_SUBSCR STORE_FAST certification_sig POP_BLOCK JUMP_FORWARD to 40 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_GLOBAL _extract_docmdp_for_sig LOAD_FAST certification_sig CALL_FUNCTION STORE_FAST perm LOAD_GLOBAL DocMDPInfo LOAD_FAST perm LOAD_FAST certification_sig CALL_FUNCTION RETURN_VALUE LOAD_FAST emb_sig LOAD_ATTR seed_value_spec STORE_FAST sv_spec LOAD_FAST sv_spec LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST emb_sig LOAD_ATTR signer_cert STORE_FAST signing_cert LOAD_FAST sv_spec LOAD_ATTR cert LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_EXCEPT to 54 LOAD_FAST sv_spec LOAD_ATTR cert LOAD_METHOD satisfied_by LOAD_FAST signing_cert LOAD_FAST validation_path CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 98 DUP_TOP LOAD_GLOBAL UnacceptableSignerError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 84 LOAD_GLOBAL SigSeedValueValidationError LOAD_FAST e CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 98 END_FINALLY LOAD_FAST timestamp_found POP_JUMP_IF_TRUE LOAD_FAST sv_spec LOAD_ATTR timestamp_required POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'The seed value dictionary requires a trusted timestamp, but none was found, or the timestamp did not validate.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST emb_sig LOAD_ATTR sig_object STORE_FAST sig_obj LOAD_FAST sv_spec LOAD_ATTR seed_signature_type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR seed_signature_type LOAD_METHOD certification_signature CALL_METHOD STORE_FAST sv_certify SETUP_EXCEPT to 182 LOAD_FAST emb_sig LOAD_ATTR reader LOAD_ATTR root LOAD_CONST '/Perms' BINARY_SUBSCR STORE_FAST perms LOAD_FAST perms LOAD_METHOD get_value_as_reference LOAD_CONST '/DocMDP' CALL_METHOD STORE_FAST cert_sig_ref LOAD_FAST cert_sig_ref LOAD_FAST sig_obj LOAD_ATTR container_ref COMPARE_OP == STORE_FAST was_certified POP_BLOCK JUMP_FORWARD to 214 DUP_TOP LOAD_GLOBAL KeyError LOAD_GLOBAL generic LOAD_ATTR IndirectObjectExpected LOAD_GLOBAL AttributeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST was_certified POP_EXCEPT JUMP_FORWARD to 214 END_FINALLY LOAD_FAST sv_certify LOAD_FAST was_certified COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST <code object _type at 0x7fa9e2319930, file "f.py", line 560> LOAD_CONST '_validate_sv_constraints.<locals>._type' MAKE_FUNCTION STORE_FAST _type LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST "The seed value dictionary's /MDP entry specifies that this field should contain " LOAD_FAST _type LOAD_FAST sv_certify CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' signature, but ' LOAD_FAST _type LOAD_FAST was_certified CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' appears to have been used.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST sv_certify EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR seed_signature_type LOAD_ATTR mdp_perm STORE_FAST sv_mdp_perm LOAD_FAST emb_sig LOAD_ATTR docmdp_level STORE_FAST doc_mdp LOAD_FAST sv_mdp_perm LOAD_FAST doc_mdp COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST "The seed value dictionary specified that this certification signature should use the MDP policy '" LOAD_FAST sv_mdp_perm FORMAT_VALUE LOAD_CONST "', but '" LOAD_FAST doc_mdp FORMAT_VALUE LOAD_CONST "' was used in the signature." BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST sv_spec LOAD_ATTR flags STORE_FAST flags LOAD_FAST flags EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST sig_obj LOAD_CONST '/SubFilter' BINARY_SUBSCR STORE_FAST selected_sf_str LOAD_GLOBAL SigSeedSubFilter LOAD_FAST selected_sf_str CALL_FUNCTION STORE_FAST selected_sf LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR SUBFILTER BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR subfilters LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR subfilters EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'The signature encodings mandated by the seed value dictionary are not supported.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST sv_spec LOAD_ATTR subfilters LOAD_CONST 0 BINARY_SUBSCR STORE_FAST mandated_sf LOAD_FAST selected_sf LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mandated_sf LOAD_FAST selected_sf COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST "The seed value dictionary mandates subfilter '%s', but '%s' was used in the signature." LOAD_FAST mandated_sf LOAD_ATTR value LOAD_FAST selected_sf LOAD_ATTR value BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR APPEARANCE_FILTER BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR appearance LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD warning LOAD_CONST "The signature's seed value dictionary specifies the /AppearanceFilter entry as mandatory, but this constraint is impossible to validate." CALL_METHOD POP_TOP LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR LEGAL_ATTESTATION BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR legal_attestations LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'pyHanko does not support legal attestations, but the seed value dictionary mandates that they be restricted to a specific subset.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR LOCK_DOCUMENT BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR lock_document LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST emb_sig LOAD_ATTR docmdp_level STORE_FAST doc_mdp LOAD_FAST sv_spec LOAD_ATTR lock_document LOAD_GLOBAL SeedLockDocument LOAD_ATTR LOCK COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST doc_mdp LOAD_GLOBAL MDPPerm LOAD_ATTR NO_CHANGES COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'Document must be locked, but some changes are still allowed.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST sv_spec LOAD_ATTR lock_document LOAD_GLOBAL SeedLockDocument LOAD_ATTR DO_NOT_LOCK COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST doc_mdp LOAD_GLOBAL MDPPerm LOAD_ATTR NO_CHANGES COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'Document must not be locked, but the DocMDP level is set to NO_CHANGES.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST emb_sig LOAD_ATTR signer_info STORE_FAST signer_info LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR ADD_REV_INFO BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR add_rev_info LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('retrieve_adobe_revocation_info',) IMPORT_NAME pyhanko.sign.validation.ltv IMPORT_FROM retrieve_adobe_revocation_info STORE_FAST retrieve_adobe_revocation_info POP_TOP SETUP_EXCEPT to 660 LOAD_FAST retrieve_adobe_revocation_info LOAD_FAST signer_info CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST revinfo_found POP_BLOCK JUMP_FORWARD to 686 DUP_TOP LOAD_GLOBAL ValidationInfoReadingError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST revinfo_found POP_EXCEPT JUMP_FORWARD to 686 END_FINALLY LOAD_FAST sv_spec LOAD_ATTR add_rev_info LOAD_FAST revinfo_found COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'The seed value dict mandates that revocation info %sbe added, but it was %sfound in the signature.' LOAD_FAST sv_spec LOAD_ATTR add_rev_info EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 716 LOAD_CONST 'not ' LOAD_FAST revinfo_found EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 728 LOAD_CONST 'not ' BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST sv_spec LOAD_ATTR add_rev_info EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST selected_sf LOAD_GLOBAL SigSeedSubFilter LOAD_ATTR ADOBE_PKCS7_DETACHED COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST "The seed value dict mandates that Adobe-style revocation info be added; this requires subfilter '%s'" LOAD_GLOBAL SigSeedSubFilter LOAD_ATTR ADOBE_PKCS7_DETACHED LOAD_ATTR value BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR DIGEST_METHOD BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR digest_methods LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST emb_sig LOAD_ATTR md_algorithm LOAD_METHOD lower CALL_METHOD STORE_FAST selected_md LOAD_FAST selected_md LOAD_FAST sv_spec LOAD_ATTR digest_methods COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'The selected message digest %s is not allowed by the seed value dictionary.' LOAD_FAST selected_md BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST flags LOAD_GLOBAL SigSeedValFlags LOAD_ATTR REASONS BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sv_spec LOAD_ATTR reasons EXTENDED_ARG JUMP_IF_TRUE_OR_POP BUILD_LIST STORE_FAST reasons LOAD_FAST reasons UNARY_NOT EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST reasons LOAD_CONST '.' BUILD_LIST COMPARE_OP == STORE_FAST must_omit LOAD_FAST sig_obj LOAD_METHOD get LOAD_CONST '/Reason' CALL_METHOD STORE_FAST reason_given LOAD_FAST must_omit EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST reason_given LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'The seed value dictionary prohibits giving a reason for signing.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST must_omit EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST reason_given LOAD_FAST reasons COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SigSeedValueValidationError LOAD_CONST 'The reason for signing "%s" is not accepted by the seed value dictionary.' LOAD_FAST reason_given BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST certify POP_JUMP_IF_FALSE LOAD_CONST 'a certification' RETURN_VALUE LOAD_CONST 'an approval' RETURN_VALUE SETUP_EXCEPT to 24 LOAD_GLOBAL _validate_sv_constraints LOAD_FAST embedded_sig LOAD_FAST validation_path LOAD_FAST timestamp_found LOAD_CONST ('timestamp_found',) CALL_FUNCTION POP_TOP LOAD_CONST None STORE_FAST sv_err POP_BLOCK JUMP_FORWARD to 76 DUP_TOP LOAD_GLOBAL SigSeedValueValidationError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 62 LOAD_GLOBAL logger LOAD_ATTR warning LOAD_CONST 'Error in seed value validation.' LOAD_FAST e LOAD_CONST ('exc_info',) CALL_FUNCTION POP_TOP LOAD_FAST e STORE_FAST sv_err POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 76 END_FINALLY LOAD_FAST embedded_sig LOAD_ATTR seed_value_spec LOAD_CONST None COMPARE_OP is not LOAD_FAST sv_err LOAD_CONST ('has_seed_values', 'seed_value_constraint_error') BUILD_CONST_KEY_MAP RETURN_VALUE SETUP_EXCEPT to 30 LOAD_CONST 0 LOAD_CONST ('SigSeedSubFilter',) IMPORT_NAME pyhanko.sign.fields IMPORT_FROM SigSeedSubFilter STORE_FAST SigSeedSubFilter POP_TOP LOAD_FAST SigSeedSubFilter LOAD_FAST subfilter_str CALL_FUNCTION LOAD_FAST permitted_subfilters COMPARE_OP in STORE_FAST subfilter_ok POP_BLOCK JUMP_FORWARD to 54 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST subfilter_ok POP_EXCEPT JUMP_FORWARD to 54 END_FINALLY LOAD_FAST subfilter_ok POP_JUMP_IF_TRUE LOAD_GLOBAL SignatureValidationError LOAD_FAST err_msg LOAD_FAST subfilter_str BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST embedded_sig LOAD_ATTR sig_object STORE_FAST sig_object LOAD_FAST embedded_sig LOAD_ATTR sig_object_type LOAD_CONST '/Sig' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Signature object type must be /Sig' CALL_FUNCTION RAISE_VARARGS LOAD_FAST sig_object LOAD_METHOD get LOAD_CONST '/SubFilter' LOAD_CONST None CALL_METHOD STORE_FAST subfilter_str LOAD_GLOBAL _validate_subfilter LOAD_FAST subfilter_str LOAD_GLOBAL SigSeedSubFilter LOAD_ATTR ADOBE_PKCS7_DETACHED LOAD_GLOBAL SigSeedSubFilter LOAD_ATTR PADES BUILD_TUPLE LOAD_CONST '%s is not a recognized SubFilter type in signatures.' CALL_FUNCTION POP_TOP LOAD_FAST ts_validation_context LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST signer_validation_context STORE_FAST ts_validation_context LOAD_FAST embedded_sig LOAD_ATTR compute_integrity_info LOAD_FAST diff_policy LOAD_FAST skip_diff LOAD_CONST ('diff_policy', 'skip_diff') CALL_FUNCTION POP_TOP LOAD_FAST embedded_sig LOAD_METHOD summarise_integrity_info CALL_METHOD STORE_FAST status_kwargs LOAD_GLOBAL collect_timing_info LOAD_FAST embedded_sig LOAD_ATTR signer_info LOAD_FAST ts_validation_context LOAD_FAST embedded_sig LOAD_METHOD compute_digest CALL_METHOD LOAD_CONST ('raw_digest',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST ts_status_kwargs LOAD_FAST status_kwargs LOAD_METHOD update LOAD_FAST ts_status_kwargs CALL_METHOD POP_TOP LOAD_CONST 'signer_reported_dt' LOAD_FAST status_kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST embedded_sig LOAD_ATTR self_reported_timestamp STORE_FAST signer_reported_dt LOAD_FAST signer_reported_dt LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST signer_reported_dt LOAD_FAST status_kwargs LOAD_CONST 'signer_reported_dt' STORE_SUBSCR LOAD_GLOBAL PdfSignatureStatus LOAD_METHOD default_usage_constraints LOAD_FAST key_usage_settings CALL_METHOD STORE_FAST key_usage_settings LOAD_GLOBAL cms_basic_validation LOAD_FAST embedded_sig LOAD_ATTR signed_data LOAD_FAST embedded_sig LOAD_ATTR external_digest LOAD_FAST signer_validation_context LOAD_FAST status_kwargs LOAD_FAST key_usage_settings LOAD_FAST algorithm_policy LOAD_CONST ('raw_digest', 'validation_context', 'status_kwargs', 'key_usage_settings', 'algorithm_policy') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST status_kwargs LOAD_FAST status_kwargs LOAD_METHOD get LOAD_CONST 'timestamp_validity' LOAD_CONST None CALL_METHOD STORE_FAST tst_validity LOAD_FAST tst_validity LOAD_CONST None COMPARE_OP is not JUMP_IF_FALSE_OR_POP LOAD_FAST tst_validity LOAD_ATTR valid JUMP_IF_FALSE_OR_POP LOAD_FAST tst_validity LOAD_ATTR trusted STORE_FAST timestamp_found LOAD_GLOBAL report_seed_value_validation LOAD_FAST embedded_sig LOAD_FAST status_kwargs LOAD_CONST 'validation_path' BINARY_SUBSCR LOAD_FAST timestamp_found CALL_FUNCTION STORE_FAST sv_update LOAD_FAST status_kwargs LOAD_METHOD update LOAD_FAST sv_update CALL_METHOD POP_TOP LOAD_FAST ac_validation_context LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ac_validation_context LOAD_ATTR certificate_registry LOAD_METHOD register_multiple LOAD_FAST embedded_sig LOAD_ATTR other_embedded_certs CALL_METHOD POP_TOP LOAD_FAST status_kwargs LOAD_METHOD update LOAD_GLOBAL collect_signer_attr_status LOAD_FAST embedded_sig LOAD_ATTR embedded_attr_certs LOAD_FAST embedded_sig LOAD_ATTR signer_cert LOAD_FAST ac_validation_context LOAD_FAST embedded_sig LOAD_ATTR signer_info LOAD_CONST 'signed_attrs' BINARY_SUBSCR LOAD_CONST ('sd_attr_certificates', 'signer_cert', 'validation_context', 'sd_signed_attrs') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM CALL_METHOD POP_TOP LOAD_GLOBAL PdfSignatureStatus BUILD_TUPLE LOAD_FAST status_kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST embedded_sig LOAD_ATTR sig_object_type LOAD_CONST '/DocTimeStamp' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL SignatureValidationError LOAD_CONST 'Signature object type must be /DocTimeStamp' CALL_FUNCTION RAISE_VARARGS LOAD_FAST embedded_sig LOAD_ATTR sig_object LOAD_METHOD get LOAD_CONST '/SubFilter' LOAD_CONST None CALL_METHOD STORE_FAST subfilter_str LOAD_GLOBAL _validate_subfilter LOAD_FAST subfilter_str LOAD_GLOBAL SigSeedSubFilter LOAD_ATTR ETSI_RFC3161 BUILD_TUPLE LOAD_CONST '%s is not a recognized SubFilter type for timestamps.' CALL_FUNCTION POP_TOP LOAD_FAST embedded_sig LOAD_ATTR compute_integrity_info LOAD_FAST diff_policy LOAD_FAST skip_diff LOAD_CONST ('diff_policy', 'skip_diff') CALL_FUNCTION POP_TOP LOAD_GLOBAL validate_tst_signed_data LOAD_FAST embedded_sig LOAD_ATTR signed_data LOAD_FAST validation_context LOAD_FAST embedded_sig LOAD_METHOD compute_digest CALL_METHOD CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST status_kwargs LOAD_FAST embedded_sig LOAD_ATTR coverage LOAD_FAST status_kwargs LOAD_CONST 'coverage' STORE_SUBSCR LOAD_FAST embedded_sig LOAD_ATTR diff_result LOAD_FAST status_kwargs LOAD_CONST 'diff_result' STORE_SUBSCR LOAD_GLOBAL DocumentTimestampStatus BUILD_TUPLE LOAD_FAST status_kwargs CALL_FUNCTION RETURN_VALUE
import logging import os from collections import namedtuple from datetime import datetime from typing import List, Optional, Union from asn1crypto import cms, x509 from pyhanko_certvalidator import ValidationContext from pyhanko_certvalidator.path import ValidationPath from pyhanko.pdf_utils import generic, misc from pyhanko.pdf_utils.generic import pdf_name from pyhanko.pdf_utils.reader import PdfFileReader, process_data_at_eof from pyhanko.sign.diff_analysis import ( DEFAULT_DIFF_POLICY, DiffPolicy, DiffResult, ModificationLevel, SuspiciousModification, ) from pyhanko.sign.fields import ( FieldMDPSpec, MDPPerm, SeedLockDocument, SigSeedSubFilter, SigSeedValFlags, SigSeedValueSpec, ) from pyhanko.sign.general import ( SignedDataCerts, UnacceptableSignerError, byte_range_digest, extract_signer_info, ) from .errors import ( SignatureValidationError, SigSeedValueValidationError, ValidationInfoReadingError, ) from .generic_cms import ( cms_basic_validation, collect_signer_attr_status, collect_timing_info, compute_signature_tst_digest, extract_certs_for_validation, extract_self_reported_ts, extract_tst_data, validate_tst_signed_data, ) from .settings import KeyUsageConstraints from .status import ( DocumentTimestampStatus, PdfSignatureStatus, SignatureCoverageLevel, ) from .utils import CMSAlgorithmUsagePolicy __all__ = [ "EmbeddedPdfSignature", "DocMDPInfo", "read_certification_data", "async_validate_pdf_signature", "async_validate_pdf_timestamp", "report_seed_value_validation", "extract_contents", ] logger = logging.getLogger(__name__) def _extract_reference_dict( signature_obj, method ) -> Optional[generic.DictionaryObject]: try: sig_refs = signature_obj["/Reference"] except KeyError: return None for ref in sig_refs: ref = ref.get_object() if ref["/TransformMethod"] == method: return ref return None def _extract_docmdp_for_sig(signature_obj) -> Optional[MDPPerm]: ref = _extract_reference_dict(signature_obj, "/DocMDP") if ref is None: return None try: raw_perms = ref["/TransformParams"].raw_get("/P") return MDPPerm(raw_perms) except (ValueError, KeyError) as e: # pragma: nocover raise SignatureValidationError("Failed to read document permissions") from e def extract_contents(sig_object: generic.DictionaryObject) -> bytes: """ Internal function to extract the (DER-encoded) signature bytes from a PDF signature dictionary. :param sig_object: A signature dictionary. :return: The extracted contents as a byte string. """ try: cms_content = sig_object.raw_get( "/Contents", decrypt=generic.EncryptedObjAccess.RAW ) except KeyError: raise misc.PdfReadError("Could not read /Contents entry in signature") if not isinstance( cms_content, (generic.TextStringObject, generic.ByteStringObject) ): raise misc.PdfReadError("/Contents must be string-like") return cms_content.original_bytes class EmbeddedPdfSignature: """ Class modelling a signature embedded in a PDF document. """ sig_field: generic.DictionaryObject """ The field dictionary of the form field containing the signature. """ sig_object: generic.DictionaryObject """ The signature dictionary. """ signed_data: cms.SignedData """ CMS signed data in the signature. """ def __init__( self, reader: PdfFileReader, sig_field: generic.DictionaryObject, fq_name: str, ): self.reader = reader if isinstance(sig_field, generic.IndirectObject): sig_field = sig_field.get_object() self.sig_field = sig_field sig_object_ref = sig_field.raw_get("/V") self.sig_object = sig_object = sig_object_ref.get_object() assert isinstance(sig_object, generic.DictionaryObject) try: self.byte_range = sig_object.raw_get("/ByteRange") except KeyError: raise misc.PdfReadError("Could not read /ByteRange entry in signature") self.pkcs7_content = cms_content = extract_contents(sig_object) message = cms.ContentInfo.load(cms_content) signed_data = message["content"] self.signed_data: cms.SignedData = signed_data self.signer_info = extract_signer_info(signed_data) self._sd_cert_info: Optional[SignedDataCerts] = None digest_algo = self.signer_info["digest_algorithm"] self.md_algorithm = digest_algo["algorithm"].native.lower() eci = signed_data["encap_content_info"] content_type = eci["content_type"].native if content_type == "data": self.external_md_algorithm = self.md_algorithm elif content_type == "tst_info": mi = eci["content"].parsed["message_imprint"] self.external_md_algorithm = mi["hash_algorithm"]["algorithm"].native self.signed_revision = self.reader.xrefs.get_last_change( sig_object_ref.reference ) self.coverage = None self.external_digest: Optional[bytes] = None self.total_len: Optional[int] = None self._docmdp: Optional[MDPPerm] = None self._fieldmdp: Optional[FieldMDPSpec] = None self._docmdp_queried = self._fieldmdp_queried = False self.tst_signature_digest: Optional[bytes] = None self.diff_result = None self._integrity_checked = False self.fq_name = fq_name def _init_cert_info(self) -> SignedDataCerts: if self._sd_cert_info is None: self._sd_cert_info = extract_certs_for_validation(self.signed_data) return self._sd_cert_info @property def embedded_attr_certs(self) -> List[cms.AttributeCertificateV2]: """ Embedded attribute certificates. """ return list(self._init_cert_info().attribute_certs) @property def other_embedded_certs(self) -> List[x509.Certificate]: """ Embedded X.509 certificates, excluding than that of the signer. """ return list(self._init_cert_info().other_certs) @property def signer_cert(self) -> x509.Certificate: """ Certificate of the signer. """ return self._init_cert_info().signer_cert @property def sig_object_type(self) -> generic.NameObject: """ Returns the type of the embedded signature object. For ordinary signatures, this will be ``/Sig``. In the case of a document timestamp, ``/DocTimeStamp`` is returned. :return: A PDF name object describing the type of signature. """ return self.sig_object.get("/Type", pdf_name("/Sig")) @property def field_name(self): """ :return: Name of the signature field. """ return self.fq_name @property def self_reported_timestamp(self) -> Optional[datetime]: """ :return: The signing time as reported by the signer, if embedded in the signature's signed attributes or provided as part of the signature object in the PDF document. """ ts = extract_self_reported_ts(self.signer_info) if ts is not None: return ts try: st_as_pdf_date = self.sig_object["/M"] return generic.parse_pdf_date(st_as_pdf_date, strict=self.reader.strict) except KeyError: # pragma: nocover return None @property def attached_timestamp_data(self) -> Optional[cms.SignedData]: """ :return: The signed data component of the timestamp token embedded in this signature, if present. """ return extract_tst_data(self.signer_info) def compute_integrity_info(self, diff_policy=None, skip_diff=False): """ Compute the various integrity indicators of this signature. :param diff_policy: Policy to evaluate potential incremental updates that were appended to the signed revision of the document. Defaults to :const:`~pyhanko.sign.diff_analysis.DEFAULT_DIFF_POLICY`. :param skip_diff: If ``True``, skip the difference analysis step entirely. """ self._enforce_hybrid_xref_policy() self.compute_digest() self.compute_tst_digest() self.coverage = self.evaluate_signature_coverage() diff_policy = diff_policy or DEFAULT_DIFF_POLICY if not skip_diff: self.diff_result = self.evaluate_modifications(diff_policy) self._integrity_checked = True def summarise_integrity_info(self) -> dict: """ Compile the integrity information for this signature into a dictionary that can later be passed to :class:`.PdfSignatureStatus` as kwargs. This method is only available after calling :meth:`.EmbeddedPdfSignature.compute_integrity_info`. """ if not self._integrity_checked: raise SignatureValidationError( "Call compute_integrity_info() before invoking" "summarise_integrity_info()" ) # pragma: nocover docmdp = self.docmdp_level diff_result = self.diff_result coverage = self.coverage docmdp_ok = None if diff_result is not None: mod_level = ( diff_result.modification_level if isinstance(diff_result, DiffResult) else ModificationLevel.OTHER ) docmdp_ok = not ( mod_level == ModificationLevel.OTHER or (docmdp is not None and mod_level.value > docmdp.value) ) elif coverage != SignatureCoverageLevel.ENTIRE_REVISION: docmdp_ok = coverage == SignatureCoverageLevel.ENTIRE_FILE status_kwargs = { "coverage": coverage, "docmdp_ok": docmdp_ok, "diff_result": diff_result, } return status_kwargs @property def seed_value_spec(self) -> Optional[SigSeedValueSpec]: try: sig_sv_dict = self.sig_field["/SV"] except KeyError: return None return SigSeedValueSpec.from_pdf_object(sig_sv_dict) @property def docmdp_level(self) -> Optional[MDPPerm]: """ :return: The document modification policy required by this signature or its Lock dictionary. .. warning:: This does not take into account the DocMDP requirements of earlier signatures (if present). The specification forbids signing with a more lenient DocMDP than the one currently in force, so this should not happen in a compliant document. That being said, any potential violations will still invalidate the earlier signature with the stricter DocMDP policy. """ if self._docmdp_queried: return self._docmdp docmdp = _extract_docmdp_for_sig(signature_obj=self.sig_object) if docmdp is None: try: lock_dict = self.sig_field["/Lock"] docmdp = MDPPerm(lock_dict["/P"]) except KeyError: pass self._docmdp = docmdp self._docmdp_queried = True return docmdp @property def fieldmdp(self) -> Optional[FieldMDPSpec]: """ :return: Read the field locking policy of this signature, if applicable. See also :class:`~.pyhanko.sign.fields.FieldMDPSpec`. """ if self._fieldmdp_queried: return self._fieldmdp ref_dict = _extract_reference_dict(self.sig_object, "/FieldMDP") self._fieldmdp_queried = True if ref_dict is None: return None try: sp = FieldMDPSpec.from_pdf_object(ref_dict["/TransformParams"]) except (ValueError, KeyError) as e: # pragma: nocover raise SignatureValidationError("Failed to read /FieldMDP settings") from e self._fieldmdp = sp return sp def compute_digest(self) -> bytes: """ Compute the ``/ByteRange`` digest of this signature. The result will be cached. :return: The digest value. """ if self.external_digest is not None: return self.external_digest self.total_len, digest = byte_range_digest( self.reader.stream, byte_range=self.byte_range, md_algorithm=self.external_md_algorithm, ) self.external_digest = digest return digest def compute_tst_digest(self) -> Optional[bytes]: """ Compute the digest of the signature needed to validate its timestamp token (if present). .. warning:: This computation is only relevant for timestamp tokens embedded inside a regular signature. If the signature in question is a document timestamp (where the entire signature object is a timestamp token), this method does not apply. :return: The digest value, or ``None`` if there is no timestamp token. """ if self.tst_signature_digest is not None: return self.tst_signature_digest self.tst_signature_digest = digest = compute_signature_tst_digest( self.signer_info ) return digest def evaluate_signature_coverage(self) -> SignatureCoverageLevel: """ Internal method used to evaluate the coverage level of a signature. :return: The coverage level of the signature. """ xref_cache = self.reader.xrefs stream = self.reader.stream if len(self.byte_range) != 4 or self.byte_range[0] != 0: return SignatureCoverageLevel.UNCLEAR _, len1, start2, len2 = self.byte_range stream.seek(0, os.SEEK_END) embedded_sig_content = len(self.pkcs7_content) * 2 + 2 signed_zone_len = len1 + len2 + embedded_sig_content file_covered = stream.tell() == signed_zone_len if file_covered: return SignatureCoverageLevel.ENTIRE_FILE contiguous = start2 == len1 + embedded_sig_content if not contiguous: return SignatureCoverageLevel.UNCLEAR stream.seek(signed_zone_len) signed_rev = self.signed_revision try: startxref = process_data_at_eof(stream) expected = xref_cache.get_startxref_for_revision(signed_rev) if startxref != expected: return SignatureCoverageLevel.CONTIGUOUS_BLOCK_FROM_START except misc.PdfReadError: return SignatureCoverageLevel.CONTIGUOUS_BLOCK_FROM_START for revision in range(signed_rev + 1): xref_meta = xref_cache.get_xref_container_info(revision) if xref_meta.end_location > signed_zone_len: return SignatureCoverageLevel.CONTIGUOUS_BLOCK_FROM_START return SignatureCoverageLevel.ENTIRE_REVISION def _enforce_hybrid_xref_policy(self): reader = self.reader if reader.strict and reader.xrefs.hybrid_xrefs_present: raise SignatureValidationError( "Settings do not permit validation of signatures in " "hybrid-reference files." ) def evaluate_modifications( self, diff_policy: DiffPolicy ) -> Union[DiffResult, SuspiciousModification]: """ Internal method used to evaluate the modification level of a signature. """ if self.coverage < SignatureCoverageLevel.ENTIRE_REVISION: return SuspiciousModification("Nonstandard signature coverage level") elif self.coverage == SignatureCoverageLevel.ENTIRE_FILE: return DiffResult(ModificationLevel.NONE, set()) return diff_policy.review_file( self.reader, self.signed_revision, field_mdp_spec=self.fieldmdp, doc_mdp=self.docmdp_level, ) DocMDPInfo = namedtuple("DocMDPInfo", ["permission", "author_sig"]) """ Encodes certification information for a signed document, consisting of a reference to the author signature, together with the associated DocMDP policy. """ def read_certification_data(reader: PdfFileReader) -> Optional[DocMDPInfo]: """ Read the certification information for a PDF document, if present. :param reader: Reader representing the input document. :return: A :class:`.DocMDPInfo` object containing the relevant data, or ``None``. """ try: certification_sig = reader.root["/Perms"]["/DocMDP"] except KeyError: return None perm = _extract_docmdp_for_sig(certification_sig) return DocMDPInfo(perm, certification_sig) def _validate_sv_constraints( emb_sig: EmbeddedPdfSignature, validation_path, timestamp_found ): sv_spec = emb_sig.seed_value_spec if sv_spec is None: return signing_cert = emb_sig.signer_cert if sv_spec.cert is not None: try: sv_spec.cert.satisfied_by(signing_cert, validation_path) except UnacceptableSignerError as e: raise SigSeedValueValidationError(e) from e if not timestamp_found and sv_spec.timestamp_required: raise SigSeedValueValidationError( "The seed value dictionary requires a trusted timestamp, but " "none was found, or the timestamp did not validate." ) sig_obj = emb_sig.sig_object if sv_spec.seed_signature_type is not None: sv_certify = sv_spec.seed_signature_type.certification_signature() try: perms: generic.DictionaryObject = emb_sig.reader.root["/Perms"] cert_sig_ref = perms.get_value_as_reference("/DocMDP") was_certified = cert_sig_ref == sig_obj.container_ref except (KeyError, generic.IndirectObjectExpected, AttributeError): was_certified = False if sv_certify != was_certified: def _type(certify): return "a certification" if certify else "an approval" raise SigSeedValueValidationError( "The seed value dictionary's /MDP entry specifies that " f"this field should contain {_type(sv_certify)} " f"signature, but {_type(was_certified)} " "appears to have been used." ) if sv_certify: sv_mdp_perm = sv_spec.seed_signature_type.mdp_perm doc_mdp = emb_sig.docmdp_level if sv_mdp_perm != doc_mdp: raise SigSeedValueValidationError( "The seed value dictionary specified that this " "certification signature should use the MDP policy " f"'{sv_mdp_perm}', but '{doc_mdp}' was " "used in the signature." ) flags = sv_spec.flags if not flags: return selected_sf_str = sig_obj["/SubFilter"] selected_sf = SigSeedSubFilter(selected_sf_str) if (flags & SigSeedValFlags.SUBFILTER) and sv_spec.subfilters is not None: if not sv_spec.subfilters: raise NotImplementedError( "The signature encodings mandated by the seed value " "dictionary are not supported." ) mandated_sf: SigSeedSubFilter = sv_spec.subfilters[0] if selected_sf is not None and mandated_sf != selected_sf: raise SigSeedValueValidationError( "The seed value dictionary mandates subfilter '%s', " "but '%s' was used in the signature." % (mandated_sf.value, selected_sf.value) ) if (flags & SigSeedValFlags.APPEARANCE_FILTER) and sv_spec.appearance is not None: logger.warning( "The signature's seed value dictionary specifies the " "/AppearanceFilter entry as mandatory, but this constraint " "is impossible to validate." ) if ( flags & SigSeedValFlags.LEGAL_ATTESTATION ) and sv_spec.legal_attestations is not None: raise NotImplementedError( "pyHanko does not support legal attestations, but the seed value " "dictionary mandates that they be restricted to a specific subset." ) if (flags & SigSeedValFlags.LOCK_DOCUMENT) and sv_spec.lock_document is not None: doc_mdp = emb_sig.docmdp_level if ( sv_spec.lock_document == SeedLockDocument.LOCK and doc_mdp != MDPPerm.NO_CHANGES ): raise SigSeedValueValidationError( "Document must be locked, but some changes are still allowed." ) if ( sv_spec.lock_document == SeedLockDocument.DO_NOT_LOCK and doc_mdp == MDPPerm.NO_CHANGES ): raise SigSeedValueValidationError( "Document must not be locked, but the DocMDP level is set to " "NO_CHANGES." ) signer_info = emb_sig.signer_info if (flags & SigSeedValFlags.ADD_REV_INFO) and sv_spec.add_rev_info is not None: from pyhanko.sign.validation.ltv import retrieve_adobe_revocation_info try: retrieve_adobe_revocation_info(signer_info) revinfo_found = True except ValidationInfoReadingError: revinfo_found = False if sv_spec.add_rev_info != revinfo_found: raise SigSeedValueValidationError( "The seed value dict mandates that revocation info %sbe " "added, but it was %sfound in the signature." % ( "" if sv_spec.add_rev_info else "not ", "" if revinfo_found else "not ", ) ) if ( sv_spec.add_rev_info and selected_sf != SigSeedSubFilter.ADOBE_PKCS7_DETACHED ): raise SigSeedValueValidationError( "The seed value dict mandates that Adobe-style revocation " "info be added; this requires subfilter '%s'" % (SigSeedSubFilter.ADOBE_PKCS7_DETACHED.value) ) if (flags & SigSeedValFlags.DIGEST_METHOD) and sv_spec.digest_methods is not None: selected_md = emb_sig.md_algorithm.lower() if selected_md not in sv_spec.digest_methods: raise SigSeedValueValidationError( "The selected message digest %s is not allowed by the " "seed value dictionary." % selected_md ) if flags & SigSeedValFlags.REASONS: reasons = sv_spec.reasons or [] must_omit = not reasons or reasons == ["."] reason_given = sig_obj.get("/Reason") if must_omit and reason_given is not None: raise SigSeedValueValidationError( "The seed value dictionary prohibits giving a reason " "for signing." ) if not must_omit and reason_given not in reasons: raise SigSeedValueValidationError( 'The reason for signing "%s" is not accepted by the ' "seed value dictionary." % (reason_given,) ) def report_seed_value_validation( embedded_sig: EmbeddedPdfSignature, validation_path: ValidationPath, timestamp_found: bool, ): """ Internal API function to enforce seed value constraints (if present) and report on the result(s). :param embedded_sig: The embedded signature. :param validation_path: The validation path for the signer's certificate. :param timestamp_found: Flag indicating whether a valid timestamp was found or not. :return: A ``status_kwargs`` dict. """ sv_err: Optional[SigSeedValueValidationError] try: _validate_sv_constraints( embedded_sig, validation_path, timestamp_found=timestamp_found ) sv_err = None except SigSeedValueValidationError as e: logger.warning("Error in seed value validation.", exc_info=e) sv_err = e return { "has_seed_values": embedded_sig.seed_value_spec is not None, "seed_value_constraint_error": sv_err, } def _validate_subfilter(subfilter_str, permitted_subfilters, err_msg): try: from pyhanko.sign.fields import SigSeedSubFilter subfilter_ok = SigSeedSubFilter(subfilter_str) in permitted_subfilters except ValueError: subfilter_ok = False if not subfilter_ok: raise SignatureValidationError(err_msg % subfilter_str) async def async_validate_pdf_signature( embedded_sig: EmbeddedPdfSignature, signer_validation_context: Optional[ValidationContext] = None, ts_validation_context: Optional[ValidationContext] = None, ac_validation_context: Optional[ValidationContext] = None, diff_policy: Optional[DiffPolicy] = None, key_usage_settings: Optional[KeyUsageConstraints] = None, skip_diff: bool = False, algorithm_policy: Optional[CMSAlgorithmUsagePolicy] = None, ) -> PdfSignatureStatus: """ .. versionadded:: 0.9.0 .. versionchanged: 0.11.0 Added ``ac_validation_context`` param. Validate a PDF signature. :param embedded_sig: Embedded signature to evaluate. :param signer_validation_context: Validation context to use to validate the signature's chain of trust. :param ts_validation_context: Validation context to use to validate the timestamp's chain of trust (defaults to ``signer_validation_context``). :param ac_validation_context: Validation context to use to validate attribute certificates. If not supplied, no AC validation will be performed. .. note:: :rfc:`5755` requires attribute authority trust roots to be specified explicitly; hence why there's no default. :param diff_policy: Policy to evaluate potential incremental updates that were appended to the signed revision of the document. Defaults to :const:`~pyhanko.sign.diff_analysis.DEFAULT_DIFF_POLICY`. :param key_usage_settings: A :class:`.KeyUsageConstraints` object specifying which key usages must or must not be present in the signer's certificate. :param skip_diff: If ``True``, skip the difference analysis step entirely. :param algorithm_policy: The algorithm usage policy for the signature validation. .. warning:: This is distinct from the algorithm usage policy used for certificate validation, but the latter will be used as a fallback if this parameter is not specified. It is nonetheless recommended to align both policies unless there is a clear reason to do otherwise. :return: The status of the PDF signature in question. """ sig_object = embedded_sig.sig_object if embedded_sig.sig_object_type != "/Sig": raise SignatureValidationError("Signature object type must be /Sig") subfilter_str = sig_object.get("/SubFilter", None) _validate_subfilter( subfilter_str, (SigSeedSubFilter.ADOBE_PKCS7_DETACHED, SigSeedSubFilter.PADES), "%s is not a recognized SubFilter type in signatures.", ) if ts_validation_context is None: ts_validation_context = signer_validation_context embedded_sig.compute_integrity_info(diff_policy=diff_policy, skip_diff=skip_diff) status_kwargs = embedded_sig.summarise_integrity_info() ts_status_kwargs = await collect_timing_info( embedded_sig.signer_info, ts_validation_context, raw_digest=embedded_sig.compute_digest(), ) status_kwargs.update(ts_status_kwargs) if "signer_reported_dt" not in status_kwargs: signer_reported_dt = embedded_sig.self_reported_timestamp if signer_reported_dt is not None: status_kwargs["signer_reported_dt"] = signer_reported_dt key_usage_settings = PdfSignatureStatus.default_usage_constraints( key_usage_settings ) status_kwargs = await cms_basic_validation( embedded_sig.signed_data, raw_digest=embedded_sig.external_digest, validation_context=signer_validation_context, status_kwargs=status_kwargs, key_usage_settings=key_usage_settings, algorithm_policy=algorithm_policy, ) tst_validity = status_kwargs.get("timestamp_validity", None) timestamp_found = ( tst_validity is not None and tst_validity.valid and tst_validity.trusted ) sv_update = report_seed_value_validation( embedded_sig, status_kwargs["validation_path"], timestamp_found ) status_kwargs.update(sv_update) if ac_validation_context is not None: ac_validation_context.certificate_registry.register_multiple( embedded_sig.other_embedded_certs ) status_kwargs.update( await collect_signer_attr_status( sd_attr_certificates=embedded_sig.embedded_attr_certs, signer_cert=embedded_sig.signer_cert, validation_context=ac_validation_context, sd_signed_attrs=embedded_sig.signer_info["signed_attrs"], ) ) return PdfSignatureStatus(**status_kwargs) async def async_validate_pdf_timestamp( embedded_sig: EmbeddedPdfSignature, validation_context: Optional[ValidationContext] = None, diff_policy: Optional[DiffPolicy] = None, skip_diff: bool = False, ) -> DocumentTimestampStatus: """ .. versionadded:: 0.9.0 Validate a PDF document timestamp. :param embedded_sig: Embedded signature to evaluate. :param validation_context: Validation context to use to validate the timestamp's chain of trust. :param diff_policy: Policy to evaluate potential incremental updates that were appended to the signed revision of the document. Defaults to :const:`~pyhanko.sign.diff_analysis.DEFAULT_DIFF_POLICY`. :param skip_diff: If ``True``, skip the difference analysis step entirely. :return: The status of the PDF timestamp in question. """ if embedded_sig.sig_object_type != "/DocTimeStamp": raise SignatureValidationError("Signature object type must be /DocTimeStamp") subfilter_str = embedded_sig.sig_object.get("/SubFilter", None) _validate_subfilter( subfilter_str, (SigSeedSubFilter.ETSI_RFC3161,), "%s is not a recognized SubFilter type for timestamps.", ) embedded_sig.compute_integrity_info(diff_policy=diff_policy, skip_diff=skip_diff) status_kwargs = await validate_tst_signed_data( embedded_sig.signed_data, validation_context, embedded_sig.compute_digest(), ) status_kwargs["coverage"] = embedded_sig.coverage status_kwargs["diff_result"] = embedded_sig.diff_result return DocumentTimestampStatus(**status_kwargs)
data/pyHanko-0.21.0/pyhanko/sign/validation/pdf_embedded.py
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9,026
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LOAD_CONST '\nWindows Service module.\n\n.. versionchanged:: 2016.11.0\n\n Rewritten to use PyWin32\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME fnmatch STORE_NAME fnmatch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.path STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.platform STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.win_service STORE_NAME salt LOAD_CONST 0 LOAD_CONST ('CommandExecutionError',) IMPORT_NAME salt.exceptions IMPORT_FROM CommandExecutionError STORE_NAME CommandExecutionError POP_TOP SETUP_EXCEPT to 106 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pywintypes STORE_NAME pywintypes LOAD_CONST 0 LOAD_CONST None IMPORT_NAME win32service STORE_NAME win32service LOAD_CONST 0 LOAD_CONST None IMPORT_NAME win32serviceutil STORE_NAME win32serviceutil LOAD_CONST True STORE_NAME HAS_WIN32_MODS POP_BLOCK JUMP_FORWARD to 130 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_WIN32_MODS POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST 'service' STORE_NAME __virtualname__ LOAD_NAME salt LOAD_ATTR utils LOAD_ATTR win_service LOAD_ATTR SERVICE_TYPE STORE_NAME SERVICE_TYPE LOAD_NAME salt LOAD_ATTR utils LOAD_ATTR win_service LOAD_ATTR SERVICE_START_TYPE STORE_NAME SERVICE_START_TYPE LOAD_NAME salt LOAD_ATTR utils LOAD_ATTR win_service LOAD_ATTR SERVICE_ERROR_CONTROL STORE_NAME SERVICE_ERROR_CONTROL LOAD_CONST <code object __virtual__ at 0x7fab823c2ed0, file "f.py", line 37> LOAD_CONST '__virtual__' MAKE_FUNCTION STORE_NAME __virtual__ LOAD_CONST <code object _status_wait at 0x7fab823c2930, file "f.py", line 50> LOAD_CONST '_status_wait' MAKE_FUNCTION STORE_NAME _status_wait LOAD_CONST <code object _cmd_quote at 0x7fab823c2660, file "f.py", line 88> LOAD_CONST '_cmd_quote' MAKE_FUNCTION STORE_NAME _cmd_quote LOAD_CONST <code object get_enabled at 0x7fab823c2300, file "f.py", line 109> LOAD_CONST 'get_enabled' MAKE_FUNCTION STORE_NAME get_enabled LOAD_CONST <code object get_disabled at 0x7fab823c2390, file "f.py", line 132> LOAD_CONST 'get_disabled' MAKE_FUNCTION STORE_NAME get_disabled LOAD_CONST <code object available at 0x7fab823c2780, file "f.py", line 155> LOAD_CONST 'available' MAKE_FUNCTION STORE_NAME available LOAD_CONST <code object missing at 0x7fab823c2b70, file "f.py", line 178> LOAD_CONST 'missing' MAKE_FUNCTION STORE_NAME missing LOAD_CONST <code object _get_services at 0x7fab823c2c90, file "f.py", line 197> LOAD_CONST '_get_services' MAKE_FUNCTION STORE_NAME _get_services LOAD_CONST <code object get_all at 0x7fab823c21e0, file "f.py", line 215> LOAD_CONST 'get_all' MAKE_FUNCTION STORE_NAME get_all LOAD_CONST <code object get_service_name at 0x7fab823c2ae0, file "f.py", line 237> LOAD_CONST 'get_service_name' MAKE_FUNCTION STORE_NAME get_service_name LOAD_CONST <code object info at 0x7fab823c2f60, file "f.py", line 277> LOAD_CONST 'info' MAKE_FUNCTION STORE_NAME info LOAD_CONST (90,) LOAD_CONST <code object start at 0x7fab823c2d20, file "f.py", line 297> LOAD_CONST 'start' MAKE_FUNCTION STORE_NAME start LOAD_CONST (90,) LOAD_CONST <code object stop at 0x7fab70368030, file "f.py", line 345> LOAD_CONST 'stop' MAKE_FUNCTION STORE_NAME stop LOAD_CONST (90,) LOAD_CONST <code object restart at 0x7fab703680c0, file "f.py", line 386> LOAD_CONST 'restart' MAKE_FUNCTION STORE_NAME restart LOAD_CONST <code object create_win_salt_restart_task at 0x7fab70368150, file "f.py", line 424> LOAD_CONST 'create_win_salt_restart_task' MAKE_FUNCTION STORE_NAME create_win_salt_restart_task LOAD_CONST <code object execute_salt_restart_task at 0x7fab703681e0, file "f.py", line 452> LOAD_CONST 'execute_salt_restart_task' MAKE_FUNCTION STORE_NAME execute_salt_restart_task LOAD_CONST <code object status at 0x7fab70368270, file "f.py", line 468> LOAD_CONST 'status' MAKE_FUNCTION STORE_NAME status LOAD_CONST <code object getsid at 0x7fab70368300, file "f.py", line 512> LOAD_CONST 'getsid' MAKE_FUNCTION STORE_NAME getsid LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None) LOAD_CONST <code object modify at 0x7fab70368390, file "f.py", line 531> LOAD_CONST 'modify' MAKE_FUNCTION STORE_NAME modify LOAD_CONST ('auto', False) LOAD_CONST <code object enable at 0x7fab70368420, file "f.py", line 764> LOAD_CONST 'enable' MAKE_FUNCTION STORE_NAME enable LOAD_CONST <code object disable at 0x7fab703684b0, file "f.py", line 806> LOAD_CONST 'disable' MAKE_FUNCTION STORE_NAME disable LOAD_CONST <code object enabled at 0x7fab70368540, file "f.py", line 826> LOAD_CONST 'enabled' MAKE_FUNCTION STORE_NAME enabled LOAD_CONST <code object disabled at 0x7fab703685d0, file "f.py", line 845> LOAD_CONST 'disabled' MAKE_FUNCTION STORE_NAME disabled LOAD_CONST (None, None, None, 'own', 'manual', False, 'normal', None, None, '.\\LocalSystem', None, False) LOAD_CONST <code object create at 0x7fab703686f0, file "f.py", line 864> LOAD_CONST 'create' MAKE_FUNCTION STORE_NAME create LOAD_CONST (90,) LOAD_CONST <code object delete at 0x7fab70368660, file "f.py", line 1062> LOAD_CONST 'delete' MAKE_FUNCTION STORE_NAME delete LOAD_CONST None RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR platform LOAD_METHOD is_windows CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST (False, 'Module win_service: module only works on Windows.') RETURN_VALUE LOAD_GLOBAL HAS_WIN32_MODS POP_JUMP_IF_TRUE LOAD_CONST (False, 'Module win_service: failed to load win32 modules') RETURN_VALUE LOAD_GLOBAL __virtualname__ RETURN_VALUE LOAD_GLOBAL info LOAD_FAST service_name CALL_FUNCTION STORE_FAST info_results SETUP_LOOP to 106 LOAD_FAST info_results LOAD_CONST 'Status' BINARY_SUBSCR LOAD_FAST service_states COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST end_time COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST info_results LOAD_CONST 'Status_WaitHint' BINARY_SUBSCR STORE_FAST wait_time LOAD_FAST wait_time POP_JUMP_IF_FALSE LOAD_FAST wait_time LOAD_CONST 1000 BINARY_TRUE_DIVIDE JUMP_FORWARD to 56 LOAD_CONST 0 STORE_FAST wait_time LOAD_FAST wait_time LOAD_CONST 1 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST wait_time JUMP_FORWARD to 84 LOAD_FAST wait_time LOAD_CONST 10 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST 10 STORE_FAST wait_time LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST wait_time CALL_METHOD POP_TOP LOAD_GLOBAL info LOAD_FAST service_name CALL_FUNCTION STORE_FAST info_results JUMP_ABSOLUTE POP_BLOCK LOAD_FAST info_results RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST '^(\\"|\').*|.*(\\"|\')$' CALL_METHOD STORE_FAST pattern SETUP_LOOP to 46 LOAD_FAST pattern LOAD_METHOD match LOAD_FAST cmd CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_METHOD strip LOAD_CONST "'" CALL_METHOD STORE_FAST cmd JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '"{}"' LOAD_METHOD format LOAD_FAST cmd CALL_METHOD STORE_FAST cmd LOAD_FAST cmd RETURN_VALUE LOAD_GLOBAL _get_services CALL_FUNCTION STORE_FAST raw_services LOAD_GLOBAL set CALL_FUNCTION STORE_FAST services SETUP_LOOP to 60 LOAD_FAST raw_services GET_ITER FOR_ITER to 58 STORE_FAST service LOAD_GLOBAL info LOAD_FAST service LOAD_CONST 'ServiceName' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_CONST ('Auto',) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST services LOAD_METHOD add LOAD_FAST service LOAD_CONST 'ServiceName' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sorted LOAD_FAST services CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _get_services CALL_FUNCTION STORE_FAST raw_services LOAD_GLOBAL set CALL_FUNCTION STORE_FAST services SETUP_LOOP to 60 LOAD_FAST raw_services GET_ITER FOR_ITER to 58 STORE_FAST service LOAD_GLOBAL info LOAD_FAST service LOAD_CONST 'ServiceName' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_CONST ('Manual', 'Disabled') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST services LOAD_METHOD add LOAD_FAST service LOAD_CONST 'ServiceName' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sorted LOAD_FAST services CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 36 LOAD_GLOBAL get_all CALL_FUNCTION GET_ITER FOR_ITER to 34 STORE_FAST service LOAD_FAST name LOAD_METHOD lower CALL_METHOD LOAD_FAST service LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_FAST name LOAD_GLOBAL get_all CALL_FUNCTION COMPARE_OP not in RETURN_VALUE LOAD_GLOBAL win32service LOAD_METHOD OpenSCManager LOAD_CONST None LOAD_CONST None LOAD_GLOBAL win32service LOAD_ATTR SC_MANAGER_ENUMERATE_SERVICE CALL_METHOD STORE_FAST handle_scm SETUP_FINALLY to 68 SETUP_EXCEPT to 34 LOAD_GLOBAL win32service LOAD_METHOD EnumServicesStatusEx LOAD_FAST handle_scm CALL_METHOD STORE_FAST services POP_BLOCK JUMP_FORWARD to 64 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL win32service LOAD_METHOD EnumServicesStatus LOAD_FAST handle_scm CALL_METHOD STORE_FAST services POP_EXCEPT JUMP_FORWARD to 64 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_scm CALL_METHOD POP_TOP END_FINALLY LOAD_FAST services RETURN_VALUE LOAD_GLOBAL _get_services CALL_FUNCTION STORE_FAST services LOAD_GLOBAL set CALL_FUNCTION STORE_FAST ret SETUP_LOOP to 40 LOAD_FAST services GET_ITER FOR_ITER to 38 STORE_FAST service LOAD_FAST ret LOAD_METHOD add LOAD_FAST service LOAD_CONST 'ServiceName' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sorted LOAD_FAST ret CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _get_services CALL_FUNCTION STORE_FAST raw_services LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST services SETUP_LOOP to 104 LOAD_FAST raw_services GET_ITER FOR_ITER to 102 STORE_FAST raw_service LOAD_FAST args POP_JUMP_IF_FALSE LOAD_FAST raw_service LOAD_CONST 'DisplayName' BINARY_SUBSCR LOAD_FAST args COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST raw_service LOAD_CONST 'ServiceName' BINARY_SUBSCR LOAD_FAST args COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST raw_service LOAD_CONST 'ServiceName' BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST raw_service LOAD_CONST 'ServiceName' BINARY_SUBSCR LOAD_FAST services LOAD_FAST raw_service LOAD_CONST 'DisplayName' BINARY_SUBSCR STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST raw_service LOAD_CONST 'ServiceName' BINARY_SUBSCR LOAD_FAST services LOAD_FAST raw_service LOAD_CONST 'DisplayName' BINARY_SUBSCR STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST services RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR win_service LOAD_ATTR info LOAD_FAST name LOAD_CONST ('name',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL disabled LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL modify LOAD_FAST name LOAD_CONST 'Manual' LOAD_CONST ('start_type',) CALL_FUNCTION POP_TOP SETUP_EXCEPT to 36 LOAD_GLOBAL win32serviceutil LOAD_METHOD StartService LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 112 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 98 LOAD_FAST exc LOAD_ATTR winerror LOAD_CONST 1056 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Failed To Start {}: {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST exc LOAD_ATTR strerror CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Service "%s" is running' LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 112 END_FINALLY LOAD_GLOBAL _status_wait LOAD_FAST name LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_GLOBAL int LOAD_FAST timeout CALL_FUNCTION BINARY_ADD LOAD_CONST 'Start Pending' LOAD_CONST 'Stopped' BUILD_LIST LOAD_CONST ('service_name', 'end_time', 'service_states') CALL_FUNCTION STORE_FAST srv_status LOAD_FAST srv_status LOAD_CONST 'Status' BINARY_SUBSCR LOAD_CONST 'Running' COMPARE_OP == RETURN_VALUE SETUP_EXCEPT to 16 LOAD_GLOBAL win32serviceutil LOAD_METHOD StopService LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 78 LOAD_FAST exc LOAD_ATTR winerror LOAD_CONST 1062 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Failed To Stop {}: {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST exc LOAD_ATTR strerror CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Service "%s" is not running' LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY LOAD_GLOBAL _status_wait LOAD_FAST name LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_GLOBAL int LOAD_FAST timeout CALL_FUNCTION BINARY_ADD LOAD_CONST 'Running' LOAD_CONST 'Stop Pending' BUILD_LIST LOAD_CONST ('service_name', 'end_time', 'service_states') CALL_FUNCTION STORE_FAST srv_status LOAD_FAST srv_status LOAD_CONST 'Status' BINARY_SUBSCR LOAD_CONST 'Stopped' COMPARE_OP == RETURN_VALUE LOAD_CONST 'salt-minion' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL create_win_salt_restart_task CALL_FUNCTION POP_TOP LOAD_GLOBAL execute_salt_restart_task CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL stop LOAD_FAST name LOAD_FAST timeout LOAD_CONST ('name', 'timeout') CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL start LOAD_FAST name LOAD_FAST timeout LOAD_CONST ('name', 'timeout') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR path LOAD_METHOD which LOAD_CONST 'cmd' CALL_METHOD STORE_FAST cmd LOAD_CONST '/c ping -n 3 127.0.0.1 && net stop salt-minion && net start salt-minion' STORE_FAST args LOAD_GLOBAL __salt__ LOAD_CONST 'task.create_task' BINARY_SUBSCR LOAD_CONST 'restart-salt-minion' LOAD_CONST 'System' LOAD_CONST True LOAD_CONST 'Execute' LOAD_FAST cmd LOAD_FAST args LOAD_CONST 'Once' LOAD_CONST '1975-01-01' LOAD_CONST '01:00' LOAD_CONST ('name', 'user_name', 'force', 'action_type', 'cmd', 'arguments', 'trigger_type', 'start_date', 'start_time') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'task.run' BINARY_SUBSCR LOAD_CONST 'restart-salt-minion' LOAD_CONST ('name',) CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST results LOAD_GLOBAL get_all CALL_FUNCTION STORE_FAST all_services LOAD_GLOBAL bool LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '\\*|\\?|\\[.+\\]' LOAD_FAST name CALL_METHOD CALL_FUNCTION STORE_FAST contains_globbing LOAD_FAST contains_globbing POP_JUMP_IF_FALSE LOAD_GLOBAL fnmatch LOAD_METHOD filter LOAD_FAST all_services LOAD_FAST name CALL_METHOD STORE_FAST services JUMP_FORWARD to 50 LOAD_FAST name BUILD_LIST STORE_FAST services SETUP_LOOP to 118 LOAD_FAST services GET_ITER FOR_ITER to 116 STORE_FAST service SETUP_EXCEPT to 86 LOAD_GLOBAL info LOAD_FAST service CALL_FUNCTION LOAD_CONST 'Status' BINARY_SUBSCR LOAD_CONST ('Running', 'Stop Pending') COMPARE_OP in LOAD_FAST results LOAD_FAST service STORE_SUBSCR POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL CommandExecutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Not Found' LOAD_FAST results LOAD_FAST service STORE_SUBSCR POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST contains_globbing POP_JUMP_IF_FALSE LOAD_FAST results RETURN_VALUE LOAD_FAST results LOAD_FAST name BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL info LOAD_FAST name CALL_FUNCTION LOAD_CONST 'sid' BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL win32service LOAD_METHOD OpenSCManager LOAD_CONST None LOAD_CONST None LOAD_GLOBAL win32service LOAD_ATTR SC_MANAGER_CONNECT CALL_METHOD STORE_FAST handle_scm SETUP_EXCEPT to 44 LOAD_GLOBAL win32service LOAD_METHOD OpenService LOAD_FAST handle_scm LOAD_FAST name LOAD_GLOBAL win32service LOAD_ATTR SERVICE_CHANGE_CONFIG LOAD_GLOBAL win32service LOAD_ATTR SERVICE_QUERY_CONFIG BINARY_OR CALL_METHOD STORE_FAST handle_svc POP_BLOCK JUMP_FORWARD to 98 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 84 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Failed To Open {}: {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST exc LOAD_ATTR strerror CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 98 END_FINALLY LOAD_GLOBAL win32service LOAD_METHOD QueryServiceConfig LOAD_FAST handle_svc CALL_METHOD STORE_FAST config_info LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST changes LOAD_FAST bin_path LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _cmd_quote LOAD_FAST bin_path CALL_FUNCTION STORE_FAST bin_path LOAD_FAST exe_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST '{} {}' LOAD_METHOD format LOAD_FAST bin_path LOAD_FAST exe_args CALL_METHOD STORE_FAST bin_path LOAD_FAST bin_path LOAD_FAST changes LOAD_CONST 'BinaryPath' STORE_SUBSCR LOAD_FAST service_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST service_type LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_TYPE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_TYPE LOAD_FAST service_type LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST service_type LOAD_FAST run_interactive POP_JUMP_IF_FALSE LOAD_FAST service_type LOAD_GLOBAL win32service LOAD_ATTR SERVICE_INTERACTIVE_PROCESS BINARY_OR STORE_FAST service_type JUMP_FORWARD to 220 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Service Type: {}' LOAD_METHOD format LOAD_FAST service_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 278 LOAD_FAST run_interactive LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST config_info LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL win32service LOAD_ATTR SERVICE_INTERACTIVE_PROCESS BINARY_OR STORE_FAST service_type JUMP_FORWARD to 278 LOAD_FAST run_interactive LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST config_info LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL win32service LOAD_ATTR SERVICE_INTERACTIVE_PROCESS BINARY_XOR STORE_FAST service_type JUMP_FORWARD to 278 LOAD_GLOBAL win32service LOAD_ATTR SERVICE_NO_CHANGE STORE_FAST service_type LOAD_FAST service_type LOAD_GLOBAL win32service LOAD_ATTR SERVICE_NO_CHANGE COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL list CALL_FUNCTION STORE_FAST flags SETUP_LOOP to 348 LOAD_GLOBAL SERVICE_TYPE GET_ITER FOR_ITER to 346 STORE_FAST bit LOAD_GLOBAL isinstance LOAD_FAST bit LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST service_type LOAD_FAST bit BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST flags LOAD_METHOD append LOAD_GLOBAL SERVICE_TYPE LOAD_FAST bit BINARY_SUBSCR CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST flags EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST flags JUMP_FORWARD to 360 LOAD_FAST service_type LOAD_FAST changes LOAD_CONST 'ServiceType' STORE_SUBSCR LOAD_FAST start_type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_START_TYPE COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_START_TYPE LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST start_type JUMP_FORWARD to 418 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Start Type: {}' LOAD_METHOD format LOAD_FAST start_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL SERVICE_START_TYPE LOAD_FAST start_type BINARY_SUBSCR LOAD_FAST changes LOAD_CONST 'StartType' STORE_SUBSCR JUMP_FORWARD to 438 LOAD_GLOBAL win32service LOAD_ATTR SERVICE_NO_CHANGE STORE_FAST start_type LOAD_FAST error_control LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST error_control LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_ERROR_CONTROL COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_ERROR_CONTROL LOAD_FAST error_control LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST error_control JUMP_FORWARD to 490 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Error Control: {}' LOAD_METHOD format LOAD_FAST error_control CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL SERVICE_ERROR_CONTROL LOAD_FAST error_control BINARY_SUBSCR LOAD_FAST changes LOAD_CONST 'ErrorControl' STORE_SUBSCR JUMP_FORWARD to 510 LOAD_GLOBAL win32service LOAD_ATTR SERVICE_NO_CHANGE STORE_FAST error_control LOAD_FAST account_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST account_name LOAD_FAST changes LOAD_CONST 'ServiceAccount' STORE_SUBSCR LOAD_FAST account_name LOAD_CONST ('LocalSystem', 'LocalService', 'NetworkService') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' STORE_FAST account_password LOAD_FAST account_password LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'XXX-REDACTED-XXX' LOAD_FAST changes LOAD_CONST 'ServiceAccountPassword' STORE_SUBSCR LOAD_FAST load_order_group LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST load_order_group LOAD_FAST changes LOAD_CONST 'LoadOrderGroup' STORE_SUBSCR LOAD_FAST dependencies LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dependencies LOAD_FAST changes LOAD_CONST 'Dependencies' STORE_SUBSCR LOAD_FAST display_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST display_name LOAD_FAST changes LOAD_CONST 'DisplayName' STORE_SUBSCR LOAD_GLOBAL win32service LOAD_METHOD ChangeServiceConfig LOAD_FAST handle_svc LOAD_FAST service_type LOAD_FAST start_type LOAD_FAST error_control LOAD_FAST bin_path LOAD_FAST load_order_group LOAD_CONST 0 LOAD_FAST dependencies LOAD_FAST account_name LOAD_FAST account_password LOAD_FAST display_name CALL_METHOD POP_TOP LOAD_FAST description LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL win32service LOAD_METHOD ChangeServiceConfig2 LOAD_FAST handle_svc LOAD_GLOBAL win32service LOAD_ATTR SERVICE_CONFIG_DESCRIPTION LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST description LOAD_FAST changes LOAD_CONST 'Description' STORE_SUBSCR LOAD_FAST start_delayed LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST start_type LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST config_info LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST start_type LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL win32service LOAD_METHOD ChangeServiceConfig2 LOAD_FAST handle_svc LOAD_GLOBAL win32service LOAD_ATTR SERVICE_CONFIG_DELAYED_AUTO_START_INFO LOAD_FAST start_delayed CALL_METHOD POP_TOP LOAD_FAST start_delayed LOAD_FAST changes LOAD_CONST 'StartTypeDelayed' STORE_SUBSCR JUMP_FORWARD to 756 LOAD_CONST 'start_delayed: Requires start_type "auto"' LOAD_FAST changes LOAD_CONST 'Warning' STORE_SUBSCR LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_scm CALL_METHOD POP_TOP LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_svc CALL_METHOD POP_TOP LOAD_FAST changes RETURN_VALUE LOAD_GLOBAL modify LOAD_FAST name LOAD_FAST start_type LOAD_FAST start_delayed LOAD_CONST ('start_type', 'start_delayed') CALL_FUNCTION POP_TOP LOAD_GLOBAL info LOAD_FAST name CALL_FUNCTION STORE_FAST svcstat LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD LOAD_CONST 'auto' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST svcstat LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST svcstat LOAD_CONST 'StartTypeDelayed' BINARY_SUBSCR LOAD_FAST start_delayed COMPARE_OP == RETURN_VALUE LOAD_FAST svcstat LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL modify LOAD_FAST name LOAD_CONST 'Disabled' LOAD_CONST ('start_type',) CALL_FUNCTION POP_TOP LOAD_GLOBAL info LOAD_FAST name CALL_FUNCTION LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_CONST 'Disabled' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL info LOAD_FAST name CALL_FUNCTION LOAD_CONST 'StartType' BINARY_SUBSCR LOAD_CONST 'Auto' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL enabled LOAD_FAST name CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_FAST display_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST name STORE_FAST display_name LOAD_FAST name LOAD_GLOBAL get_all CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Service Already Exists: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _cmd_quote LOAD_FAST bin_path CALL_FUNCTION STORE_FAST bin_path LOAD_FAST exe_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST '{} {}' LOAD_METHOD format LOAD_FAST bin_path LOAD_FAST exe_args CALL_METHOD STORE_FAST bin_path LOAD_FAST service_type LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_TYPE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_TYPE LOAD_FAST service_type LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST service_type LOAD_FAST run_interactive POP_JUMP_IF_FALSE LOAD_FAST service_type LOAD_GLOBAL win32service LOAD_ATTR SERVICE_INTERACTIVE_PROCESS BINARY_OR STORE_FAST service_type JUMP_FORWARD to 118 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Service Type: {}' LOAD_METHOD format LOAD_FAST service_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_START_TYPE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_START_TYPE LOAD_FAST start_type LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST start_type JUMP_FORWARD to 158 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Start Type: {}' LOAD_METHOD format LOAD_FAST start_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST error_control LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL SERVICE_ERROR_CONTROL COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL SERVICE_ERROR_CONTROL LOAD_FAST error_control LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST error_control JUMP_FORWARD to 198 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Error Control: {}' LOAD_METHOD format LOAD_FAST error_control CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST start_delayed POP_JUMP_IF_FALSE LOAD_FAST start_type LOAD_CONST 2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Invalid Parameter: start_delayed requires start_type "auto"' CALL_FUNCTION RAISE_VARARGS LOAD_FAST account_name LOAD_CONST ('LocalSystem', '.\\LocalSystem', 'LocalService', '.\\LocalService', 'NetworkService', '.\\NetworkService') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '' STORE_FAST account_password LOAD_GLOBAL win32service LOAD_METHOD OpenSCManager LOAD_CONST None LOAD_CONST None LOAD_GLOBAL win32service LOAD_ATTR SC_MANAGER_ALL_ACCESS CALL_METHOD STORE_FAST handle_scm LOAD_GLOBAL win32service LOAD_METHOD CreateService LOAD_FAST handle_scm LOAD_FAST name LOAD_FAST display_name LOAD_GLOBAL win32service LOAD_ATTR SERVICE_ALL_ACCESS LOAD_FAST service_type LOAD_FAST start_type LOAD_FAST error_control LOAD_FAST bin_path LOAD_FAST load_order_group LOAD_CONST 0 LOAD_FAST dependencies LOAD_FAST account_name LOAD_FAST account_password CALL_METHOD STORE_FAST handle_svc LOAD_FAST description LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL win32service LOAD_METHOD ChangeServiceConfig2 LOAD_FAST handle_svc LOAD_GLOBAL win32service LOAD_ATTR SERVICE_CONFIG_DESCRIPTION LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST start_delayed LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST start_type LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL win32service LOAD_METHOD ChangeServiceConfig2 LOAD_FAST handle_svc LOAD_GLOBAL win32service LOAD_ATTR SERVICE_CONFIG_DELAYED_AUTO_START_INFO LOAD_FAST start_delayed CALL_METHOD POP_TOP LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_scm CALL_METHOD POP_TOP LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_svc CALL_METHOD POP_TOP LOAD_GLOBAL info LOAD_FAST name CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL win32service LOAD_METHOD OpenSCManager LOAD_CONST None LOAD_CONST None LOAD_GLOBAL win32service LOAD_ATTR SC_MANAGER_CONNECT CALL_METHOD STORE_FAST handle_scm SETUP_EXCEPT to 38 LOAD_GLOBAL win32service LOAD_METHOD OpenService LOAD_FAST handle_scm LOAD_FAST name LOAD_GLOBAL win32service LOAD_ATTR SERVICE_ALL_ACCESS CALL_METHOD STORE_FAST handle_svc POP_BLOCK JUMP_FORWARD to 124 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 110 LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_scm CALL_METHOD POP_TOP LOAD_FAST exc LOAD_ATTR winerror LOAD_CONST 1060 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Failed to open {}. {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST exc LOAD_ATTR strerror CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Service "%s" is not present' LOAD_FAST name CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 124 END_FINALLY SETUP_FINALLY to 200 SETUP_EXCEPT to 142 LOAD_GLOBAL win32service LOAD_METHOD DeleteService LOAD_FAST handle_svc CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 196 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 182 LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Failed to delete {}. {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST exc LOAD_ATTR strerror CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 196 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Cleaning up' CALL_METHOD POP_TOP LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_scm CALL_METHOD POP_TOP LOAD_GLOBAL win32service LOAD_METHOD CloseServiceHandle LOAD_FAST handle_svc CALL_METHOD POP_TOP END_FINALLY LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_GLOBAL int LOAD_FAST timeout CALL_FUNCTION BINARY_ADD STORE_FAST end_time SETUP_LOOP to 290 LOAD_FAST name LOAD_GLOBAL get_all CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST end_time COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD sleep LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST name LOAD_GLOBAL get_all CALL_FUNCTION COMPARE_OP not in RETURN_VALUE
""" Windows Service module. .. versionchanged:: 2016.11.0 Rewritten to use PyWin32 """ import fnmatch import logging import re import time import salt.utils.path import salt.utils.platform import salt.utils.win_service from salt.exceptions import CommandExecutionError try: import pywintypes import win32service import win32serviceutil HAS_WIN32_MODS = True except ImportError: HAS_WIN32_MODS = False log = logging.getLogger(__name__) __virtualname__ = "service" SERVICE_TYPE = salt.utils.win_service.SERVICE_TYPE SERVICE_START_TYPE = salt.utils.win_service.SERVICE_START_TYPE SERVICE_ERROR_CONTROL = salt.utils.win_service.SERVICE_ERROR_CONTROL def __virtual__(): """ Only works on Windows systems with PyWin32 installed """ if not salt.utils.platform.is_windows(): return False, "Module win_service: module only works on Windows." if not HAS_WIN32_MODS: return False, "Module win_service: failed to load win32 modules" return __virtualname__ def _status_wait(service_name, end_time, service_states): """ Helper function that will wait for the status of the service to match the provided status before an end time expires. Used for service stop and start .. versionadded:: 2017.7.9,2018.3.4 Args: service_name (str): The name of the service end_time (float): A future time. e.g. time.time() + 10 service_states (list): Services statuses to wait for as returned by info() Returns: dict: A dictionary containing information about the service. :codeauthor: Damon Atkins <https://github.com/damon-atkins> """ info_results = info(service_name) while info_results["Status"] in service_states and time.time() < end_time: wait_time = info_results["Status_WaitHint"] wait_time = wait_time / 1000 if wait_time else 0 if wait_time < 1: wait_time = 1 elif wait_time > 10: wait_time = 10 time.sleep(wait_time) info_results = info(service_name) return info_results def _cmd_quote(cmd): r""" Helper function to properly format the path to the binary for the service Must be wrapped in double quotes to account for paths that have spaces. For example: ``"C:\Program Files\Path\to\bin.exe"`` Args: cmd (str): Full path to the binary Returns: str: Properly quoted path to the binary """ pattern = re.compile("^(\\\"|').*|.*(\\\"|')$") while pattern.match(cmd) is not None: cmd = cmd.strip('"').strip("'") cmd = '"{}"'.format(cmd) return cmd def get_enabled(): """ Return a list of enabled services. Enabled is defined as a service that is marked to Auto Start. Returns: list: A list of enabled services CLI Example: .. code-block:: bash salt '*' service.get_enabled """ raw_services = _get_services() services = set() for service in raw_services: if info(service["ServiceName"])["StartType"] in ["Auto"]: services.add(service["ServiceName"]) return sorted(services) def get_disabled(): """ Return a list of disabled services. Disabled is defined as a service that is marked 'Disabled' or 'Manual'. Returns: list: A list of disabled services. CLI Example: .. code-block:: bash salt '*' service.get_disabled """ raw_services = _get_services() services = set() for service in raw_services: if info(service["ServiceName"])["StartType"] in ["Manual", "Disabled"]: services.add(service["ServiceName"]) return sorted(services) def available(name): """ Check if a service is available on the system. Args: name (str): The name of the service to check Returns: bool: ``True`` if the service is available, ``False`` otherwise CLI Example: .. code-block:: bash salt '*' service.available <service name> """ for service in get_all(): if name.lower() == service.lower(): return True return False def missing(name): """ The inverse of service.available. Args: name (str): The name of the service to check Returns: bool: ``True`` if the service is missing, ``False`` otherwise CLI Example: .. code-block:: bash salt '*' service.missing <service name> """ return name not in get_all() def _get_services(): """ Returns a list of all services on the system. """ handle_scm = win32service.OpenSCManager( None, None, win32service.SC_MANAGER_ENUMERATE_SERVICE ) try: services = win32service.EnumServicesStatusEx(handle_scm) except AttributeError: services = win32service.EnumServicesStatus(handle_scm) finally: win32service.CloseServiceHandle(handle_scm) return services def get_all(): """ Return all installed services Returns: list: Returns a list of all services on the system. CLI Example: .. code-block:: bash salt '*' service.get_all """ services = _get_services() ret = set() for service in services: ret.add(service["ServiceName"]) return sorted(ret) def get_service_name(*args): """ The Display Name is what is displayed in Windows when services.msc is executed. Each Display Name has an associated Service Name which is the actual name of the service. This function allows you to discover the Service Name by returning a dictionary of Display Names and Service Names, or filter by adding arguments of Display Names. If no args are passed, return a dict of all services where the keys are the service Display Names and the values are the Service Names. If arguments are passed, create a dict of Display Names and Service Names Returns: dict: A dictionary of display names and service names CLI Examples: .. code-block:: bash salt '*' service.get_service_name salt '*' service.get_service_name 'Google Update Service (gupdate)' 'DHCP Client' """ raw_services = _get_services() services = dict() for raw_service in raw_services: if args: if ( raw_service["DisplayName"] in args or raw_service["ServiceName"] in args or raw_service["ServiceName"].lower() in args ): services[raw_service["DisplayName"]] = raw_service["ServiceName"] else: services[raw_service["DisplayName"]] = raw_service["ServiceName"] return services def info(name): """ Get information about a service on the system Args: name (str): The name of the service. This is not the display name. Use ``get_service_name`` to find the service name. Returns: dict: A dictionary containing information about the service. CLI Example: .. code-block:: bash salt '*' service.info spooler """ return salt.utils.win_service.info(name=name) def start(name, timeout=90): """ Start the specified service. .. warning:: You cannot start a disabled service in Windows. If the service is disabled, it will be changed to ``Manual`` start. Args: name (str): The name of the service to start timeout (int): The time in seconds to wait for the service to start before returning. Default is 90 seconds .. versionadded:: 2017.7.9,2018.3.4 Returns: bool: ``True`` if successful, otherwise ``False``. Also returns ``True`` if the service is already started CLI Example: .. code-block:: bash salt '*' service.start <service name> """ if disabled(name): modify(name, start_type="Manual") try: win32serviceutil.StartService(name) except pywintypes.error as exc: if exc.winerror != 1056: raise CommandExecutionError( "Failed To Start {}: {}".format(name, exc.strerror) ) log.debug('Service "%s" is running', name) srv_status = _status_wait( service_name=name, end_time=time.time() + int(timeout), service_states=["Start Pending", "Stopped"], ) return srv_status["Status"] == "Running" def stop(name, timeout=90): """ Stop the specified service Args: name (str): The name of the service to stop timeout (int): The time in seconds to wait for the service to stop before returning. Default is 90 seconds .. versionadded:: 2017.7.9,2018.3.4 Returns: bool: ``True`` if successful, otherwise ``False``. Also returns ``True`` if the service is already stopped CLI Example: .. code-block:: bash salt '*' service.stop <service name> """ try: win32serviceutil.StopService(name) except pywintypes.error as exc: if exc.winerror != 1062: raise CommandExecutionError( "Failed To Stop {}: {}".format(name, exc.strerror) ) log.debug('Service "%s" is not running', name) srv_status = _status_wait( service_name=name, end_time=time.time() + int(timeout), service_states=["Running", "Stop Pending"], ) return srv_status["Status"] == "Stopped" def restart(name, timeout=90): """ Restart the named service. This issues a stop command followed by a start. Args: name: The name of the service to restart. .. note:: If the name passed is ``salt-minion`` a scheduled task is created and executed to restart the salt-minion service. timeout (int): The time in seconds to wait for the service to stop and start before returning. Default is 90 seconds .. note:: The timeout is cumulative meaning it is applied to the stop and then to the start command. A timeout of 90 could take up to 180 seconds if the service is long in stopping and starting .. versionadded:: 2017.7.9,2018.3.4 Returns: bool: ``True`` if successful, otherwise ``False`` CLI Example: .. code-block:: bash salt '*' service.restart <service name> """ if "salt-minion" in name: create_win_salt_restart_task() return execute_salt_restart_task() return stop(name=name, timeout=timeout) and start(name=name, timeout=timeout) def create_win_salt_restart_task(): """ Create a task in Windows task scheduler to enable restarting the salt-minion Returns: bool: ``True`` if successful, otherwise ``False`` CLI Example: .. code-block:: bash salt '*' service.create_win_salt_restart_task() """ cmd = salt.utils.path.which("cmd") args = "/c ping -n 3 127.0.0.1 && net stop salt-minion && net start salt-minion" return __salt__["task.create_task"]( name="restart-salt-minion", user_name="System", force=True, action_type="Execute", cmd=cmd, arguments=args, trigger_type="Once", start_date="1975-01-01", start_time="01:00", ) def execute_salt_restart_task(): """ Run the Windows Salt restart task Returns: bool: ``True`` if successful, otherwise ``False`` CLI Example: .. code-block:: bash salt '*' service.execute_salt_restart_task() """ return __salt__["task.run"](name="restart-salt-minion") def status(name, *args, **kwargs): """ Return the status for a service. If the name contains globbing, a dict mapping service name to True/False values is returned. .. versionchanged:: 2018.3.0 The service name can now be a glob (e.g. ``salt*``) .. versionchanged:: 3006.0 Returns "Not Found" if the service is not found on the system Args: name (str): The name of the service to check Returns: bool: True if running, False otherwise dict: Maps service name to True if running, False otherwise str: Not Found if the service is not found on the system CLI Example: .. code-block:: bash salt '*' service.status <service name> """ results = {} all_services = get_all() contains_globbing = bool(re.search(r"\*|\?|\[.+\]", name)) if contains_globbing: services = fnmatch.filter(all_services, name) else: services = [name] for service in services: try: results[service] = info(service)["Status"] in ["Running", "Stop Pending"] except CommandExecutionError: results[service] = "Not Found" if contains_globbing: return results return results[name] def getsid(name): """ Return the SID for this windows service Args: name (str): The name of the service for which to return the SID Returns: str: A string representing the SID for the service CLI Example: .. code-block:: bash salt '*' service.getsid <service name> """ return info(name)["sid"] def modify( name, bin_path=None, exe_args=None, display_name=None, description=None, service_type=None, start_type=None, start_delayed=None, error_control=None, load_order_group=None, dependencies=None, account_name=None, account_password=None, run_interactive=None, ): """ Modify a service's parameters. Changes will not be made for parameters that are not passed. .. versionadded:: 2016.11.0 Args: name (str): The name of the service. Can be found using the ``service.get_service_name`` function bin_path (str): The path to the service executable. Backslashes must be escaped, eg: ``C:\\path\\to\\binary.exe`` exe_args (str): Any arguments required by the service executable display_name (str): The name to display in the service manager description (str): The description to display for the service service_type (str): Specifies the service type. Default is ``own``. Valid options are as follows: - kernel: Driver service - filesystem: File system driver service - adapter: Adapter driver service (reserved) - recognizer: Recognizer driver service (reserved) - own (default): Service runs in its own process - share: Service shares a process with one or more other services start_type (str): Specifies the service start type. Valid options are as follows: - boot: Device driver that is loaded by the boot loader - system: Device driver that is started during kernel initialization - auto: Service that automatically starts - manual: Service must be started manually - disabled: Service cannot be started start_delayed (bool): Set the service to Auto(Delayed Start). Only valid if the start_type is set to ``Auto``. If service_type is not passed, but the service is already set to ``Auto``, then the flag will be set. error_control (str): The severity of the error, and action taken, if this service fails to start. Valid options are as follows: - normal: Error is logged and a message box is displayed - severe: Error is logged and computer attempts a restart with the last known good configuration - critical: Error is logged, computer attempts to restart with the last known good configuration, system halts on failure - ignore: Error is logged and startup continues, no notification is given to the user load_order_group (str): The name of the load order group to which this service belongs dependencies (list): A list of services or load ordering groups that must start before this service account_name (str): The name of the account under which the service should run. For ``own`` type services this should be in the ``domain\\username`` format. The following are examples of valid built-in service accounts: - NT Authority\\LocalService - NT Authority\\NetworkService - NT Authority\\LocalSystem - .\\LocalSystem account_password (str): The password for the account name specified in ``account_name``. For the above built-in accounts, this can be None. Otherwise a password must be specified. run_interactive (bool): If this setting is True, the service will be allowed to interact with the user. Not recommended for services that run with elevated privileges. Returns: dict: a dictionary of changes made CLI Example: .. code-block:: bash salt '*' service.modify spooler start_type=disabled """ handle_scm = win32service.OpenSCManager(None, None, win32service.SC_MANAGER_CONNECT) try: handle_svc = win32service.OpenService( handle_scm, name, win32service.SERVICE_CHANGE_CONFIG | win32service.SERVICE_QUERY_CONFIG, ) except pywintypes.error as exc: raise CommandExecutionError("Failed To Open {}: {}".format(name, exc.strerror)) config_info = win32service.QueryServiceConfig(handle_svc) changes = dict() if bin_path is not None: bin_path = _cmd_quote(bin_path) if exe_args is not None: bin_path = "{} {}".format(bin_path, exe_args) changes["BinaryPath"] = bin_path if service_type is not None: if service_type.lower() in SERVICE_TYPE: service_type = SERVICE_TYPE[service_type.lower()] if run_interactive: service_type = service_type | win32service.SERVICE_INTERACTIVE_PROCESS else: raise CommandExecutionError("Invalid Service Type: {}".format(service_type)) else: if run_interactive is True: service_type = config_info[0] | win32service.SERVICE_INTERACTIVE_PROCESS elif run_interactive is False: service_type = config_info[0] ^ win32service.SERVICE_INTERACTIVE_PROCESS else: service_type = win32service.SERVICE_NO_CHANGE if service_type is not win32service.SERVICE_NO_CHANGE: flags = list() for bit in SERVICE_TYPE: if isinstance(bit, int) and service_type & bit: flags.append(SERVICE_TYPE[bit]) changes["ServiceType"] = flags if flags else service_type if start_type is not None: if start_type.lower() in SERVICE_START_TYPE: start_type = SERVICE_START_TYPE[start_type.lower()] else: raise CommandExecutionError("Invalid Start Type: {}".format(start_type)) changes["StartType"] = SERVICE_START_TYPE[start_type] else: start_type = win32service.SERVICE_NO_CHANGE if error_control is not None: if error_control.lower() in SERVICE_ERROR_CONTROL: error_control = SERVICE_ERROR_CONTROL[error_control.lower()] else: raise CommandExecutionError( "Invalid Error Control: {}".format(error_control) ) changes["ErrorControl"] = SERVICE_ERROR_CONTROL[error_control] else: error_control = win32service.SERVICE_NO_CHANGE if account_name is not None: changes["ServiceAccount"] = account_name if account_name in ["LocalSystem", "LocalService", "NetworkService"]: account_password = "" if account_password is not None: changes["ServiceAccountPassword"] = "XXX-REDACTED-XXX" if load_order_group is not None: changes["LoadOrderGroup"] = load_order_group if dependencies is not None: changes["Dependencies"] = dependencies if display_name is not None: changes["DisplayName"] = display_name win32service.ChangeServiceConfig( handle_svc, service_type, start_type, error_control, bin_path, load_order_group, 0, dependencies, account_name, account_password, display_name, ) if description is not None: win32service.ChangeServiceConfig2( handle_svc, win32service.SERVICE_CONFIG_DESCRIPTION, description ) changes["Description"] = description if start_delayed is not None: if (start_type == -1 and config_info[1] == 2) or start_type == 2: win32service.ChangeServiceConfig2( handle_svc, win32service.SERVICE_CONFIG_DELAYED_AUTO_START_INFO, start_delayed, ) changes["StartTypeDelayed"] = start_delayed else: changes["Warning"] = 'start_delayed: Requires start_type "auto"' win32service.CloseServiceHandle(handle_scm) win32service.CloseServiceHandle(handle_svc) return changes def enable(name, start_type="auto", start_delayed=False, **kwargs): """ Enable the named service to start at boot Args: name (str): The name of the service to enable. start_type (str): Specifies the service start type. Valid options are as follows: - boot: Device driver that is loaded by the boot loader - system: Device driver that is started during kernel initialization - auto: Service that automatically starts - manual: Service must be started manually - disabled: Service cannot be started start_delayed (bool): Set the service to Auto(Delayed Start). Only valid if the start_type is set to ``Auto``. If service_type is not passed, but the service is already set to ``Auto``, then the flag will be set. Returns: bool: ``True`` if successful, ``False`` otherwise CLI Example: .. code-block:: bash salt '*' service.enable <service name> """ modify(name, start_type=start_type, start_delayed=start_delayed) svcstat = info(name) if start_type.lower() == "auto": return ( svcstat["StartType"].lower() == start_type.lower() and svcstat["StartTypeDelayed"] == start_delayed ) else: return svcstat["StartType"].lower() == start_type.lower() def disable(name, **kwargs): """ Disable the named service to start at boot Args: name (str): The name of the service to disable Returns: bool: ``True`` if disabled, ``False`` otherwise CLI Example: .. code-block:: bash salt '*' service.disable <service name> """ modify(name, start_type="Disabled") return info(name)["StartType"] == "Disabled" def enabled(name, **kwargs): """ Check to see if the named service is enabled to start on boot Args: name (str): The name of the service to check Returns: bool: True if the service is set to start CLI Example: .. code-block:: bash salt '*' service.enabled <service name> """ return info(name)["StartType"] == "Auto" def disabled(name): """ Check to see if the named service is disabled to start on boot Args: name (str): The name of the service to check Returns: bool: True if the service is disabled CLI Example: .. code-block:: bash salt '*' service.disabled <service name> """ return not enabled(name) def create( name, bin_path, exe_args=None, display_name=None, description=None, service_type="own", start_type="manual", start_delayed=False, error_control="normal", load_order_group=None, dependencies=None, account_name=".\\LocalSystem", account_password=None, run_interactive=False, **kwargs ): """ Create the named service. .. versionadded:: 2015.8.0 Args: name (str): Specifies the service name. This is not the display_name bin_path (str): Specifies the path to the service binary file. Backslashes must be escaped, eg: ``C:\\path\\to\\binary.exe`` exe_args (str): Any additional arguments required by the service binary. display_name (str): The name to be displayed in the service manager. If not passed, the ``name`` will be used description (str): A description of the service service_type (str): Specifies the service type. Default is ``own``. Valid options are as follows: - kernel: Driver service - filesystem: File system driver service - adapter: Adapter driver service (reserved) - recognizer: Recognizer driver service (reserved) - own (default): Service runs in its own process - share: Service shares a process with one or more other services start_type (str): Specifies the service start type. Valid options are as follows: - boot: Device driver that is loaded by the boot loader - system: Device driver that is started during kernel initialization - auto: Service that automatically starts - manual (default): Service must be started manually - disabled: Service cannot be started start_delayed (bool): Set the service to Auto(Delayed Start). Only valid if the start_type is set to ``Auto``. If service_type is not passed, but the service is already set to ``Auto``, then the flag will be set. Default is ``False`` error_control (str): The severity of the error, and action taken, if this service fails to start. Valid options are as follows: - normal (normal): Error is logged and a message box is displayed - severe: Error is logged and computer attempts a restart with the last known good configuration - critical: Error is logged, computer attempts to restart with the last known good configuration, system halts on failure - ignore: Error is logged and startup continues, no notification is given to the user load_order_group (str): The name of the load order group to which this service belongs dependencies (list): A list of services or load ordering groups that must start before this service account_name (str): The name of the account under which the service should run. For ``own`` type services this should be in the ``domain\\username`` format. The following are examples of valid built-in service accounts: - NT Authority\\LocalService - NT Authority\\NetworkService - NT Authority\\LocalSystem - .\\LocalSystem account_password (str): The password for the account name specified in ``account_name``. For the above built-in accounts, this can be None. Otherwise a password must be specified. run_interactive (bool): If this setting is True, the service will be allowed to interact with the user. Not recommended for services that run with elevated privileges. Returns: dict: A dictionary containing information about the new service CLI Example: .. code-block:: bash salt '*' service.create <service name> <path to exe> display_name='<display name>' """ if display_name is None: display_name = name if name in get_all(): raise CommandExecutionError("Service Already Exists: {}".format(name)) bin_path = _cmd_quote(bin_path) if exe_args is not None: bin_path = "{} {}".format(bin_path, exe_args) if service_type.lower() in SERVICE_TYPE: service_type = SERVICE_TYPE[service_type.lower()] if run_interactive: service_type = service_type | win32service.SERVICE_INTERACTIVE_PROCESS else: raise CommandExecutionError("Invalid Service Type: {}".format(service_type)) if start_type.lower() in SERVICE_START_TYPE: start_type = SERVICE_START_TYPE[start_type.lower()] else: raise CommandExecutionError("Invalid Start Type: {}".format(start_type)) if error_control.lower() in SERVICE_ERROR_CONTROL: error_control = SERVICE_ERROR_CONTROL[error_control.lower()] else: raise CommandExecutionError("Invalid Error Control: {}".format(error_control)) if start_delayed: if start_type != 2: raise CommandExecutionError( 'Invalid Parameter: start_delayed requires start_type "auto"' ) if account_name in [ "LocalSystem", ".\\LocalSystem", "LocalService", ".\\LocalService", "NetworkService", ".\\NetworkService", ]: account_password = "" handle_scm = win32service.OpenSCManager( None, None, win32service.SC_MANAGER_ALL_ACCESS ) handle_svc = win32service.CreateService( handle_scm, name, display_name, win32service.SERVICE_ALL_ACCESS, service_type, start_type, error_control, bin_path, load_order_group, 0, dependencies, account_name, account_password, ) if description is not None: win32service.ChangeServiceConfig2( handle_svc, win32service.SERVICE_CONFIG_DESCRIPTION, description ) if start_delayed is not None: if start_type == 2: win32service.ChangeServiceConfig2( handle_svc, win32service.SERVICE_CONFIG_DELAYED_AUTO_START_INFO, start_delayed, ) win32service.CloseServiceHandle(handle_scm) win32service.CloseServiceHandle(handle_svc) return info(name) def delete(name, timeout=90): """ Delete the named service Args: name (str): The name of the service to delete timeout (int): The time in seconds to wait for the service to be deleted before returning. This is necessary because a service must be stopped before it can be deleted. Default is 90 seconds .. versionadded:: 2017.7.9,2018.3.4 Returns: bool: ``True`` if successful, otherwise ``False``. Also returns ``True`` if the service is not present CLI Example: .. code-block:: bash salt '*' service.delete <service name> """ handle_scm = win32service.OpenSCManager(None, None, win32service.SC_MANAGER_CONNECT) try: handle_svc = win32service.OpenService( handle_scm, name, win32service.SERVICE_ALL_ACCESS ) except pywintypes.error as exc: win32service.CloseServiceHandle(handle_scm) if exc.winerror != 1060: raise CommandExecutionError( "Failed to open {}. {}".format(name, exc.strerror) ) log.debug('Service "%s" is not present', name) return True try: win32service.DeleteService(handle_svc) except pywintypes.error as exc: raise CommandExecutionError( "Failed to delete {}. {}".format(name, exc.strerror) ) finally: log.debug("Cleaning up") win32service.CloseServiceHandle(handle_scm) win32service.CloseServiceHandle(handle_svc) end_time = time.time() + int(timeout) while name in get_all() and time.time() < end_time: time.sleep(1) return name not in get_all()
data/salt-3006.6/salt/modules/win_service.py
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LOAD_CONST 0 LOAD_CONST ('http_client',) IMPORT_NAME six.moves IMPORT_FROM http_client STORE_NAME http_client POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_NAME unittest LOAD_CONST 0 LOAD_CONST ('MagicMock',) IMPORT_NAME mock IMPORT_FROM MagicMock STORE_NAME MagicMock POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST ('errors',) IMPORT_NAME pywebhdfs IMPORT_FROM errors STORE_NAME errors POP_TOP LOAD_CONST 0 LOAD_CONST ('PyWebHdfsClient', '_raise_pywebhdfs_exception') IMPORT_NAME pywebhdfs.webhdfs IMPORT_FROM PyWebHdfsClient STORE_NAME PyWebHdfsClient IMPORT_FROM _raise_pywebhdfs_exception STORE_NAME _raise_pywebhdfs_exception POP_TOP LOAD_CONST 0 LOAD_CONST ('operations',) IMPORT_NAME pywebhdfs IMPORT_FROM operations STORE_NAME operations POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingPyWebHdfsConstructor at 0x7fab703ae030, file "f.py", line 12> LOAD_CONST 'WhenTestingPyWebHdfsConstructor' MAKE_FUNCTION LOAD_CONST 'WhenTestingPyWebHdfsConstructor' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingPyWebHdfsConstructor LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingCreateOperation at 0x7fab703ae0c0, file "f.py", line 35> LOAD_CONST 'WhenTestingCreateOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingCreateOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingCreateOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingAppendOperation at 0x7fab82309810, file "f.py", line 82> LOAD_CONST 'WhenTestingAppendOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingAppendOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingAppendOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingOpenOperation at 0x7fab82309030, file "f.py", line 124> LOAD_CONST 'WhenTestingOpenOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingOpenOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingOpenOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingMkdirOperation at 0x7fab8212b930, file "f.py", line 154> LOAD_CONST 'WhenTestingMkdirOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingMkdirOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingMkdirOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingRenameOperation at 0x7fab8212b9c0, file "f.py", line 182> LOAD_CONST 'WhenTestingRenameOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingRenameOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingRenameOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingDeleteOperation at 0x7fab8212b780, file "f.py", line 213> LOAD_CONST 'WhenTestingDeleteOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingDeleteOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingDeleteOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingGetFileStatusOperation at 0x7fab800c71e0, file "f.py", line 241> LOAD_CONST 'WhenTestingGetFileStatusOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingGetFileStatusOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingGetFileStatusOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingGetContentSummaryOperation at 0x7fab702cd300, file "f.py", line 286> LOAD_CONST 'WhenTestingGetContentSummaryOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingGetContentSummaryOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingGetContentSummaryOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingGetFileChecksumOperation at 0x7fab8214e150, file "f.py", line 327> LOAD_CONST 'WhenTestingGetFileChecksumOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingGetFileChecksumOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingGetFileChecksumOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingListDirOperation at 0x7fab8214e660, file "f.py", line 368> LOAD_CONST 'WhenTestingListDirOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingListDirOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingListDirOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingFileExistsOperation at 0x7fab8214e9c0, file "f.py", line 429> LOAD_CONST 'WhenTestingFileExistsOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingFileExistsOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingFileExistsOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingGetXattrOperation at 0x7fab8214ed20, file "f.py", line 477> LOAD_CONST 'WhenTestingGetXattrOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingGetXattrOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingGetXattrOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingSetXattrOperation at 0x7fab800bc150, file "f.py", line 510> LOAD_CONST 'WhenTestingSetXattrOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingSetXattrOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingSetXattrOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingListXattrsOperation at 0x7fab800bc540, file "f.py", line 551> LOAD_CONST 'WhenTestingListXattrsOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingListXattrsOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingListXattrsOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingDeleteXattrOperation at 0x7fab800bc810, file "f.py", line 583> LOAD_CONST 'WhenTestingDeleteXattrOperation' MAKE_FUNCTION LOAD_CONST 'WhenTestingDeleteXattrOperation' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingDeleteXattrOperation LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingCreateUri at 0x7fab800bcb70, file "f.py", line 613> LOAD_CONST 'WhenTestingCreateUri' MAKE_FUNCTION LOAD_CONST 'WhenTestingCreateUri' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingCreateUri LOAD_BUILD_CLASS LOAD_CONST <code object WhenTestingRaiseExceptions at 0x7fab800bced0, file "f.py", line 681> LOAD_CONST 'WhenTestingRaiseExceptions' MAKE_FUNCTION LOAD_CONST 'WhenTestingRaiseExceptions' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME WhenTestingRaiseExceptions LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingPyWebHdfsConstructor' STORE_NAME __qualname__ LOAD_CONST <code object test_init_default_args at 0x7fab800365d0, file "f.py", line 13> LOAD_CONST 'WhenTestingPyWebHdfsConstructor.test_init_default_args' MAKE_FUNCTION STORE_NAME test_init_default_args LOAD_CONST <code object test_init_args_provided at 0x7fab800366f0, file "f.py", line 19> LOAD_CONST 'WhenTestingPyWebHdfsConstructor.test_init_args_provided' MAKE_FUNCTION STORE_NAME test_init_args_provided LOAD_CONST <code object test_init_path_to_hosts_provided at 0x7fab703aec00, file "f.py", line 29> LOAD_CONST 'WhenTestingPyWebHdfsConstructor.test_init_path_to_hosts_provided' MAKE_FUNCTION STORE_NAME test_init_path_to_hosts_provided LOAD_CONST None RETURN_VALUE LOAD_GLOBAL PyWebHdfsClient CALL_FUNCTION STORE_FAST webhdfs LOAD_FAST self LOAD_METHOD assertEqual LOAD_CONST 'localhost' LOAD_FAST webhdfs LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_CONST '50070' LOAD_FAST webhdfs LOAD_ATTR port CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST webhdfs LOAD_ATTR user_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '127.0.0.1' STORE_FAST host LOAD_CONST '50075' STORE_FAST port LOAD_CONST 'myUser' STORE_FAST user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST host LOAD_FAST port LOAD_FAST user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION STORE_FAST webhdfs LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST host LOAD_FAST webhdfs LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST port LOAD_FAST webhdfs LOAD_ATTR port CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST user_name LOAD_FAST webhdfs LOAD_ATTR user_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '.*' LOAD_CONST 'localhost' BUILD_LIST BUILD_TUPLE BUILD_LIST STORE_FAST path_to_hosts LOAD_GLOBAL PyWebHdfsClient LOAD_FAST path_to_hosts LOAD_CONST ('path_to_hosts',) CALL_FUNCTION STORE_FAST webhdfs LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST webhdfs LOAD_ATTR path_to_hosts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingCreateOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab703aec90, file "f.py", line 36> LOAD_CONST 'WhenTestingCreateOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_create_throws_exception_for_no_redirect at 0x7fab703ae8a0, file "f.py", line 53> LOAD_CONST 'WhenTestingCreateOperation.test_create_throws_exception_for_no_redirect' MAKE_FUNCTION STORE_NAME test_create_throws_exception_for_no_redirect LOAD_CONST <code object test_create_throws_exception_for_not_created at 0x7fab703ae390, file "f.py", line 61> LOAD_CONST 'WhenTestingCreateOperation.test_create_throws_exception_for_not_created' MAKE_FUNCTION STORE_NAME test_create_throws_exception_for_not_created LOAD_CONST <code object test_create_returns_file_location at 0x7fab703aef60, file "f.py", line 69> LOAD_CONST 'WhenTestingCreateOperation.test_create_returns_file_location' MAKE_FUNCTION STORE_NAME test_create_returns_file_location LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'redirect_uri' LOAD_FAST self STORE_ATTR location LOAD_CONST 'user/hdfs' LOAD_FAST self STORE_ATTR path LOAD_CONST '010101' LOAD_FAST self STORE_ATTR file_data LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR init_response LOAD_CONST 'location' LOAD_FAST self LOAD_ATTR location BUILD_MAP LOAD_FAST self LOAD_ATTR init_response STORE_ATTR headers LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'content-type' LOAD_CONST 'application/octet-stream' BUILD_MAP LOAD_FAST self STORE_ATTR expected_headers LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR CREATED LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR side_effect LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 98 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD create_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR TEMPORARY_REDIRECT LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR side_effect LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 98 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD create_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR TEMPORARY_REDIRECT LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR CREATED LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST self STORE_ATTR put_method LOAD_FAST self LOAD_ATTR put_method LOAD_FAST self LOAD_ATTR requests STORE_ATTR put LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 86 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD create_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR put_method LOAD_ATTR assert_called_with LOAD_FAST self LOAD_ATTR location LOAD_FAST self LOAD_ATTR expected_headers LOAD_FAST self LOAD_ATTR file_data LOAD_CONST ('headers', 'data') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingAppendOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab703ae930, file "f.py", line 83> LOAD_CONST 'WhenTestingAppendOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_append_throws_exception_for_no_redirect at 0x7fab703ae810, file "f.py", line 99> LOAD_CONST 'WhenTestingAppendOperation.test_append_throws_exception_for_no_redirect' MAKE_FUNCTION STORE_NAME test_append_throws_exception_for_no_redirect LOAD_CONST <code object test_append_throws_exception_for_not_ok at 0x7fab703ae300, file "f.py", line 107> LOAD_CONST 'WhenTestingAppendOperation.test_append_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_append_throws_exception_for_not_ok LOAD_CONST <code object test_append_returns_true at 0x7fab703aeb70, file "f.py", line 115> LOAD_CONST 'WhenTestingAppendOperation.test_append_returns_true' MAKE_FUNCTION STORE_NAME test_append_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'redirect_uri' LOAD_FAST self STORE_ATTR location LOAD_CONST 'user/hdfs' LOAD_FAST self STORE_ATTR path LOAD_CONST '010101' LOAD_FAST self STORE_ATTR file_data LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR init_response LOAD_CONST 'location' LOAD_FAST self LOAD_ATTR location BUILD_MAP LOAD_FAST self LOAD_ATTR init_response STORE_ATTR header LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_FAST self LOAD_ATTR requests LOAD_ATTR post STORE_ATTR side_effect LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 98 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD append_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR TEMPORARY_REDIRECT LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_FAST self LOAD_ATTR requests LOAD_ATTR post STORE_ATTR side_effect LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 98 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD append_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR TEMPORARY_REDIRECT LOAD_FAST self LOAD_ATTR init_response STORE_ATTR status_code LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR init_response LOAD_FAST self LOAD_ATTR response BUILD_LIST LOAD_FAST self LOAD_ATTR requests LOAD_ATTR post STORE_ATTR side_effect LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 74 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD append_file LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR file_data CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingOpenOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab82309b70, file "f.py", line 125> LOAD_CONST 'WhenTestingOpenOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_read_throws_exception_for_not_ok at 0x7fab82309780, file "f.py", line 139> LOAD_CONST 'WhenTestingOpenOperation.test_read_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_read_throws_exception_for_not_ok LOAD_CONST <code object test_read_returns_file at 0x7fab82309c90, file "f.py", line 146> LOAD_CONST 'WhenTestingOpenOperation.test_read_returns_file' MAKE_FUNCTION STORE_NAME test_read_returns_file LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs' LOAD_FAST self STORE_ATTR path LOAD_CONST '010101' LOAD_FAST self STORE_ATTR file_data LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_FAST self LOAD_ATTR file_data LOAD_FAST self LOAD_ATTR response STORE_ATTR content LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD read_file LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD read_file LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST self LOAD_ATTR file_data CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingMkdirOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8212bd20, file "f.py", line 155> LOAD_CONST 'WhenTestingMkdirOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_mkdir_throws_exception_for_not_ok at 0x7fab8212b8a0, file "f.py", line 167> LOAD_CONST 'WhenTestingMkdirOperation.test_mkdir_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_mkdir_throws_exception_for_not_ok LOAD_CONST <code object test_mkdir_returns_true at 0x7fab8212b390, file "f.py", line 174> LOAD_CONST 'WhenTestingMkdirOperation.test_mkdir_returns_true' MAKE_FUNCTION STORE_NAME test_mkdir_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD make_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD make_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingRenameOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8212be40, file "f.py", line 183> LOAD_CONST 'WhenTestingRenameOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_rename_throws_exception_for_not_ok at 0x7fab8212b030, file "f.py", line 198> LOAD_CONST 'WhenTestingRenameOperation.test_rename_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_rename_throws_exception_for_not_ok LOAD_CONST <code object test_rename_returns_true at 0x7fab8212bc00, file "f.py", line 205> LOAD_CONST 'WhenTestingRenameOperation.test_rename_returns_true' MAKE_FUNCTION STORE_NAME test_rename_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_CONST '/user/hdfs/new_dir' LOAD_FAST self STORE_ATTR new_path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'boolean' LOAD_CONST True BUILD_MAP LOAD_FAST self STORE_ATTR rename LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR rename LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 82 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 72 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD rename_file_dir LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR new_path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 58 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD rename_file_dir LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR new_path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_CONST 'boolean' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingDeleteOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8212b1e0, file "f.py", line 214> LOAD_CONST 'WhenTestingDeleteOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_rename_throws_exception_for_not_ok at 0x7fab8212b300, file "f.py", line 226> LOAD_CONST 'WhenTestingDeleteOperation.test_rename_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_rename_throws_exception_for_not_ok LOAD_CONST <code object test_rename_returns_true at 0x7fab8212b270, file "f.py", line 233> LOAD_CONST 'WhenTestingDeleteOperation.test_rename_returns_true' MAKE_FUNCTION STORE_NAME test_rename_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR delete STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD delete_file_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR delete STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD delete_file_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingGetFileStatusOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab800c7030, file "f.py", line 242> LOAD_CONST 'WhenTestingGetFileStatusOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_get_status_throws_exception_for_not_ok at 0x7fab800c7660, file "f.py", line 269> LOAD_CONST 'WhenTestingGetFileStatusOperation.test_get_status_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_get_status_throws_exception_for_not_ok LOAD_CONST <code object test_get_status_returns_true at 0x7fab800c79c0, file "f.py", line 276> LOAD_CONST 'WhenTestingGetFileStatusOperation.test_get_status_returns_true' MAKE_FUNCTION STORE_NAME test_get_status_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'FileStatus' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 'supergroup' LOAD_CONST 0 LOAD_CONST 1320173277227 LOAD_CONST 'webuser' LOAD_CONST '' LOAD_CONST '777' LOAD_CONST 0 LOAD_CONST 'DIRECTORY' LOAD_CONST ('accessTime', 'blockSize', 'group', 'length', 'modificationTime', 'owner', 'pathSuffix', 'permission', 'replication', 'type') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_file_dir_status LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_file_dir_status LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 96 LOAD_FAST result GET_ITER FOR_ITER to 94 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_status LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingGetContentSummaryOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab702cdd20, file "f.py", line 287> LOAD_CONST 'WhenTestingGetContentSummaryOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_get_status_throws_exception_for_not_ok at 0x7fab702cd1e0, file "f.py", line 310> LOAD_CONST 'WhenTestingGetContentSummaryOperation.test_get_status_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_get_status_throws_exception_for_not_ok LOAD_CONST <code object test_get_status_returns_true at 0x7fab702cdc90, file "f.py", line 317> LOAD_CONST 'WhenTestingGetContentSummaryOperation.test_get_status_returns_true' MAKE_FUNCTION STORE_NAME test_get_status_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'ContentSummary' LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 24930 LOAD_CONST -1 LOAD_CONST 24930 LOAD_CONST -1 LOAD_CONST ('directoryCount', 'fileCount', 'length', 'quota', 'spaceConsumed', 'spaceQuota') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_content_summary LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_content_summary LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 96 LOAD_FAST result GET_ITER FOR_ITER to 94 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_status LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingGetFileChecksumOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab702cde40, file "f.py", line 328> LOAD_CONST 'WhenTestingGetFileChecksumOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_get_status_throws_exception_for_not_ok at 0x7fab702cded0, file "f.py", line 351> LOAD_CONST 'WhenTestingGetFileChecksumOperation.test_get_status_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_get_status_throws_exception_for_not_ok LOAD_CONST <code object test_get_status_returns_true at 0x7fab8214e0c0, file "f.py", line 358> LOAD_CONST 'WhenTestingGetFileChecksumOperation.test_get_status_returns_true' MAKE_FUNCTION STORE_NAME test_get_status_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'FileChecksum' LOAD_CONST 'MD5-of-1MD5-of-512CRC32' LOAD_CONST '000002000000000000000000729a144ad5e9399f70c9bedd7572e6bf00000000' LOAD_CONST 28 LOAD_CONST ('algorithm', 'bytes', 'length') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST self STORE_ATTR file_checksum LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_checksum LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_file_checksum LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_file_checksum LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 96 LOAD_FAST result GET_ITER FOR_ITER to 94 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_checksum LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingListDirOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8214e420, file "f.py", line 369> LOAD_CONST 'WhenTestingListDirOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_get_status_throws_exception_for_not_ok at 0x7fab8214e4b0, file "f.py", line 412> LOAD_CONST 'WhenTestingListDirOperation.test_get_status_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_get_status_throws_exception_for_not_ok LOAD_CONST <code object test_get_status_returns_true at 0x7fab8214e5d0, file "f.py", line 419> LOAD_CONST 'WhenTestingListDirOperation.test_get_status_returns_true' MAKE_FUNCTION STORE_NAME test_get_status_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'FileStatuses' LOAD_CONST 'FileStatus' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 'supergroup' LOAD_CONST 24930 LOAD_CONST 1320173277227 LOAD_CONST 'webuser' LOAD_CONST 'a.patch' LOAD_CONST '777' LOAD_CONST 0 LOAD_CONST 'FILE' LOAD_CONST ('accessTime', 'blockSize', 'group', 'length', 'modificationTime', 'owner', 'pathSuffix', 'permission', 'replication', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 'supergroup' LOAD_CONST 0 LOAD_CONST 1320173277227 LOAD_CONST 'webuser' LOAD_CONST '' LOAD_CONST '777' LOAD_CONST 0 LOAD_CONST 'DIRECTORY' LOAD_CONST ('accessTime', 'blockSize', 'group', 'length', 'modificationTime', 'owner', 'pathSuffix', 'permission', 'replication', 'type') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD list_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD list_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 96 LOAD_FAST result GET_ITER FOR_ITER to 94 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_status LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingFileExistsOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8214e780, file "f.py", line 430> LOAD_CONST 'WhenTestingFileExistsOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_exists_throws_exception_for_error at 0x7fab8214e810, file "f.py", line 457> LOAD_CONST 'WhenTestingFileExistsOperation.test_exists_throws_exception_for_error' MAKE_FUNCTION STORE_NAME test_exists_throws_exception_for_error LOAD_CONST <code object test_exists_returns_true at 0x7fab8214e8a0, file "f.py", line 464> LOAD_CONST 'WhenTestingFileExistsOperation.test_exists_returns_true' MAKE_FUNCTION STORE_NAME test_exists_returns_true LOAD_CONST <code object test_exists_returns_false at 0x7fab8214e930, file "f.py", line 470> LOAD_CONST 'WhenTestingFileExistsOperation.test_exists_returns_false' MAKE_FUNCTION STORE_NAME test_exists_returns_false LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'FileStatus' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 'supergroup' LOAD_CONST 0 LOAD_CONST 1320173277227 LOAD_CONST 'webuser' LOAD_CONST '' LOAD_CONST '777' LOAD_CONST 0 LOAD_CONST 'DIRECTORY' LOAD_CONST ('accessTime', 'blockSize', 'group', 'length', 'modificationTime', 'owner', 'pathSuffix', 'permission', 'replication', 'type') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD exists_file_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 60 POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD exists_file_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR NOT_FOUND LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 60 POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD exists_file_dir LOAD_FAST self LOAD_ATTR path CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingGetXattrOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8214eae0, file "f.py", line 478> LOAD_CONST 'WhenTestingGetXattrOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_get_xattr_throws_exception_for_not_ok at 0x7fab8214eb70, file "f.py", line 493> LOAD_CONST 'WhenTestingGetXattrOperation.test_get_xattr_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_get_xattr_throws_exception_for_not_ok LOAD_CONST <code object test_get_xattr_returns_true at 0x7fab8214ec90, file "f.py", line 500> LOAD_CONST 'WhenTestingGetXattrOperation.test_get_xattr_returns_true' MAKE_FUNCTION STORE_NAME test_get_xattr_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_CONST 'user.test' LOAD_FAST self STORE_ATTR xattr LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'XAttrs' LOAD_FAST self LOAD_ATTR xattr LOAD_CONST '1' LOAD_CONST ('name', 'value') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 82 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 72 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 58 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD get_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 100 LOAD_FAST result GET_ITER FOR_ITER to 98 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_status LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingSetXattrOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab8214ee40, file "f.py", line 511> LOAD_CONST 'WhenTestingSetXattrOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_set_xattr_throws_exception_for_not_ok at 0x7fab800bc030, file "f.py", line 525> LOAD_CONST 'WhenTestingSetXattrOperation.test_set_xattr_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_set_xattr_throws_exception_for_not_ok LOAD_CONST <code object test_set_xattr_returns_true at 0x7fab8214eed0, file "f.py", line 532> LOAD_CONST 'WhenTestingSetXattrOperation.test_set_xattr_returns_true' MAKE_FUNCTION STORE_NAME test_set_xattr_returns_true LOAD_CONST <code object test_set_xattr_replace_returns_true at 0x7fab800bc0c0, file "f.py", line 540> LOAD_CONST 'WhenTestingSetXattrOperation.test_set_xattr_replace_returns_true' MAKE_FUNCTION STORE_NAME test_set_xattr_replace_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_CONST 'user.test' LOAD_FAST self STORE_ATTR xattr LOAD_CONST '1' LOAD_FAST self STORE_ATTR value LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 86 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 76 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD set_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr LOAD_FAST self LOAD_ATTR value CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 62 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD set_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 66 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_ATTR set_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr LOAD_FAST self LOAD_ATTR value LOAD_CONST True LOAD_CONST ('replace',) CALL_FUNCTION STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingListXattrsOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab800bc300, file "f.py", line 552> LOAD_CONST 'WhenTestingListXattrsOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_list_xattrs_throws_exception_for_not_ok at 0x7fab800bc390, file "f.py", line 566> LOAD_CONST 'WhenTestingListXattrsOperation.test_list_xattrs_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_list_xattrs_throws_exception_for_not_ok LOAD_CONST <code object test_list_xattrs_returns_true at 0x7fab800bc4b0, file "f.py", line 573> LOAD_CONST 'WhenTestingListXattrsOperation.test_list_xattrs_returns_true' MAKE_FUNCTION STORE_NAME test_list_xattrs_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST 'XAttrNames' LOAD_CONST '["XATTRNAME1","XATTRNAME2","XATTRNAME3"]' BUILD_LIST BUILD_MAP LOAD_FAST self STORE_ATTR file_status LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR file_status LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR response STORE_ATTR json LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD list_xattrs LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR get STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 54 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD list_xattrs LOAD_FAST self LOAD_ATTR path CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 96 LOAD_FAST result GET_ITER FOR_ITER to 94 STORE_FAST key LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_FAST key BINARY_SUBSCR LOAD_FAST self LOAD_ATTR file_status LOAD_FAST key BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingDeleteXattrOperation' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab800bc660, file "f.py", line 584> LOAD_CONST 'WhenTestingDeleteXattrOperation.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_delete_xattr_throws_exception_for_not_ok at 0x7fab800bc6f0, file "f.py", line 597> LOAD_CONST 'WhenTestingDeleteXattrOperation.test_delete_xattr_throws_exception_for_not_ok' MAKE_FUNCTION STORE_NAME test_delete_xattr_throws_exception_for_not_ok LOAD_CONST <code object test_delete_xattr_returns_true at 0x7fab800bc780, file "f.py", line 604> LOAD_CONST 'WhenTestingDeleteXattrOperation.test_delete_xattr_returns_true' MAKE_FUNCTION STORE_NAME test_delete_xattr_returns_true LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_GLOBAL MagicMock LOAD_FAST self LOAD_ATTR response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self STORE_ATTR requests LOAD_CONST 'user/hdfs/old_dir' LOAD_FAST self STORE_ATTR path LOAD_CONST 'user.test' LOAD_FAST self STORE_ATTR xattr LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR response LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 82 POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 72 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD delete_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL http_client LOAD_ATTR OK LOAD_FAST self LOAD_ATTR response STORE_ATTR status_code LOAD_FAST self LOAD_ATTR response LOAD_FAST self LOAD_ATTR requests LOAD_ATTR put STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'pywebhdfs.webhdfs.requests' LOAD_FAST self LOAD_ATTR requests CALL_FUNCTION SETUP_WITH to 58 POP_TOP LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD delete_xattr LOAD_FAST self LOAD_ATTR path LOAD_FAST self LOAD_ATTR xattr CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingCreateUri' STORE_NAME __qualname__ LOAD_CONST <code object setUp at 0x7fab800bc8a0, file "f.py", line 614> LOAD_CONST 'WhenTestingCreateUri.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object test_create_uri_no_kwargs at 0x7fab800bc930, file "f.py", line 623> LOAD_CONST 'WhenTestingCreateUri.test_create_uri_no_kwargs' MAKE_FUNCTION STORE_NAME test_create_uri_no_kwargs LOAD_CONST <code object test_create_uri_with_kwargs at 0x7fab800bc9c0, file "f.py", line 634> LOAD_CONST 'WhenTestingCreateUri.test_create_uri_with_kwargs' MAKE_FUNCTION STORE_NAME test_create_uri_with_kwargs LOAD_CONST <code object test_create_uri_with_leading_slash at 0x7fab800bca50, file "f.py", line 653> LOAD_CONST 'WhenTestingCreateUri.test_create_uri_with_leading_slash' MAKE_FUNCTION STORE_NAME test_create_uri_with_leading_slash LOAD_CONST <code object test_create_uri_with_unicode_path at 0x7fab800bcae0, file "f.py", line 659> LOAD_CONST 'WhenTestingCreateUri.test_create_uri_with_unicode_path' MAKE_FUNCTION STORE_NAME test_create_uri_with_unicode_path LOAD_CONST None RETURN_VALUE LOAD_CONST 'hostname' LOAD_FAST self STORE_ATTR host LOAD_CONST '00000' LOAD_FAST self STORE_ATTR port LOAD_CONST 'username' LOAD_FAST self STORE_ATTR user_name LOAD_CONST 'user/hdfs' LOAD_FAST self STORE_ATTR path LOAD_GLOBAL PyWebHdfsClient LOAD_FAST self LOAD_ATTR host LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('host', 'port', 'user_name') CALL_FUNCTION LOAD_FAST self STORE_ATTR webhdfs LOAD_CONST None RETURN_VALUE LOAD_GLOBAL operations LOAD_ATTR CREATE STORE_FAST op LOAD_CONST 'http://{{host}}:{port}/webhdfs/v1/{path}?op={op}&user.name={user}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR path LOAD_FAST op LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('port', 'path', 'op', 'user') CALL_FUNCTION STORE_FAST uri LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD _create_uri LOAD_FAST self LOAD_ATTR path LOAD_FAST op CALL_METHOD STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST uri LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL operations LOAD_ATTR CREATE STORE_FAST op LOAD_CONST 'mykey' STORE_FAST mykey LOAD_CONST 'myval' STORE_FAST myval LOAD_CONST 'http://{{host}}:{port}/webhdfs/v1/{path}?op={op}&{key}={val}&user.name={user}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR port LOAD_FAST self LOAD_ATTR path LOAD_FAST op LOAD_FAST mykey LOAD_FAST myval LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('port', 'path', 'op', 'key', 'val', 'user') CALL_FUNCTION STORE_FAST uri LOAD_FAST self LOAD_ATTR webhdfs LOAD_ATTR _create_uri LOAD_FAST self LOAD_ATTR path LOAD_FAST op LOAD_FAST myval LOAD_CONST ('mykey',) CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST uri LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL operations LOAD_ATTR CREATE STORE_FAST op LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD _create_uri LOAD_FAST self LOAD_ATTR path LOAD_FAST op CALL_METHOD STORE_FAST uri_path_no_slash LOAD_FAST self LOAD_ATTR webhdfs LOAD_METHOD _create_uri LOAD_CONST '/' LOAD_FAST self LOAD_ATTR path BINARY_ADD LOAD_FAST op CALL_METHOD STORE_FAST uri_path_with_slash LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST uri_path_no_slash LOAD_FAST uri_path_with_slash CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL operations LOAD_ATTR CREATE STORE_FAST op LOAD_CONST 'mykey' STORE_FAST mykey LOAD_CONST 'myval' STORE_FAST myval LOAD_CONST 'die/Straße' STORE_FAST path LOAD_CONST 'die/Stra%C3%9Fe' STORE_FAST quoted_path LOAD_CONST 'http://{{host}}:{port}/webhdfs/v1/{path}?op={op}&{key}={val}&user.name={user}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR port LOAD_FAST quoted_path LOAD_FAST op LOAD_FAST mykey LOAD_FAST myval LOAD_FAST self LOAD_ATTR user_name LOAD_CONST ('port', 'path', 'op', 'key', 'val', 'user') CALL_FUNCTION STORE_FAST uri LOAD_FAST self LOAD_ATTR webhdfs LOAD_ATTR _create_uri LOAD_FAST path LOAD_FAST op LOAD_FAST myval LOAD_CONST ('mykey',) CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST uri LOAD_FAST result CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhenTestingRaiseExceptions' STORE_NAME __qualname__ LOAD_CONST <code object test_400_raises_bad_request at 0x7fab800bcc00, file "f.py", line 682> LOAD_CONST 'WhenTestingRaiseExceptions.test_400_raises_bad_request' MAKE_FUNCTION STORE_NAME test_400_raises_bad_request LOAD_CONST <code object test_401_raises_unuathorized at 0x7fab800bcc90, file "f.py", line 686> LOAD_CONST 'WhenTestingRaiseExceptions.test_401_raises_unuathorized' MAKE_FUNCTION STORE_NAME test_401_raises_unuathorized LOAD_CONST <code object test_404_raises_not_found at 0x7fab800bcd20, file "f.py", line 690> LOAD_CONST 'WhenTestingRaiseExceptions.test_404_raises_not_found' MAKE_FUNCTION STORE_NAME test_404_raises_not_found LOAD_CONST <code object test_all_other_raises_pywebhdfs_exception at 0x7fab800bcdb0, file "f.py", line 694> LOAD_CONST 'WhenTestingRaiseExceptions.test_all_other_raises_pywebhdfs_exception' MAKE_FUNCTION STORE_NAME test_all_other_raises_pywebhdfs_exception LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR BadRequest CALL_METHOD SETUP_WITH to 28 POP_TOP LOAD_GLOBAL _raise_pywebhdfs_exception LOAD_GLOBAL http_client LOAD_ATTR BAD_REQUEST CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR Unauthorized CALL_METHOD SETUP_WITH to 28 POP_TOP LOAD_GLOBAL _raise_pywebhdfs_exception LOAD_GLOBAL http_client LOAD_ATTR UNAUTHORIZED CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR FileNotFound CALL_METHOD SETUP_WITH to 28 POP_TOP LOAD_GLOBAL _raise_pywebhdfs_exception LOAD_GLOBAL http_client LOAD_ATTR NOT_FOUND CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL errors LOAD_ATTR PyWebHdfsException CALL_METHOD SETUP_WITH to 28 POP_TOP LOAD_GLOBAL _raise_pywebhdfs_exception LOAD_GLOBAL http_client LOAD_ATTR GATEWAY_TIMEOUT CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
from six.moves import http_client import unittest from mock import MagicMock from mock import patch from pywebhdfs import errors from pywebhdfs.webhdfs import PyWebHdfsClient, _raise_pywebhdfs_exception from pywebhdfs import operations class WhenTestingPyWebHdfsConstructor(unittest.TestCase): def test_init_default_args(self): webhdfs = PyWebHdfsClient() self.assertEqual("localhost", webhdfs.host) self.assertEqual("50070", webhdfs.port) self.assertIsNone(webhdfs.user_name) def test_init_args_provided(self): host = "127.0.0.1" port = "50075" user_name = "myUser" webhdfs = PyWebHdfsClient(host=host, port=port, user_name=user_name) self.assertEqual(host, webhdfs.host) self.assertEqual(port, webhdfs.port) self.assertEqual(user_name, webhdfs.user_name) def test_init_path_to_hosts_provided(self): path_to_hosts = [(".*", ["localhost"])] webhdfs = PyWebHdfsClient(path_to_hosts=path_to_hosts) self.assertIsNotNone(webhdfs.path_to_hosts) class WhenTestingCreateOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.location = "redirect_uri" self.path = "user/hdfs" self.file_data = "010101" self.init_response = MagicMock() self.init_response.headers = {"location": self.location} self.response = MagicMock() self.expected_headers = {"content-type": "application/octet-stream"} def test_create_throws_exception_for_no_redirect(self): self.init_response.status_code = http_client.BAD_REQUEST self.response.status_code = http_client.CREATED self.requests.put.side_effect = [self.init_response, self.response] with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.create_file(self.path, self.file_data) def test_create_throws_exception_for_not_created(self): self.init_response.status_code = http_client.TEMPORARY_REDIRECT self.response.status_code = http_client.BAD_REQUEST self.requests.put.side_effect = [self.init_response, self.response] with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.create_file(self.path, self.file_data) def test_create_returns_file_location(self): self.init_response.status_code = http_client.TEMPORARY_REDIRECT self.response.status_code = http_client.CREATED self.put_method = MagicMock(side_effect=[self.init_response, self.response]) self.requests.put = self.put_method with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.create_file(self.path, self.file_data) self.assertTrue(result) self.put_method.assert_called_with( self.location, headers=self.expected_headers, data=self.file_data ) class WhenTestingAppendOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.location = "redirect_uri" self.path = "user/hdfs" self.file_data = "010101" self.init_response = MagicMock() self.init_response.header = {"location": self.location} self.response = MagicMock() def test_append_throws_exception_for_no_redirect(self): self.init_response.status_code = http_client.BAD_REQUEST self.response.status_code = http_client.OK self.requests.post.side_effect = [self.init_response, self.response] with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.append_file(self.path, self.file_data) def test_append_throws_exception_for_not_ok(self): self.init_response.status_code = http_client.TEMPORARY_REDIRECT self.response.status_code = http_client.BAD_REQUEST self.requests.post.side_effect = [self.init_response, self.response] with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.append_file(self.path, self.file_data) def test_append_returns_true(self): self.init_response.status_code = http_client.TEMPORARY_REDIRECT self.response.status_code = http_client.OK self.requests.post.side_effect = [self.init_response, self.response] with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.append_file(self.path, self.file_data) self.assertTrue(result) class WhenTestingOpenOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs" self.file_data = "010101" self.response = MagicMock() self.response.content = self.file_data def test_read_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.read_file(self.path) def test_read_returns_file(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.read_file(self.path) self.assertEqual(result, self.file_data) class WhenTestingMkdirOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs" self.response = MagicMock() def test_mkdir_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.make_dir(self.path) def test_mkdir_returns_true(self): self.response.status_code = http_client.OK self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.make_dir(self.path) self.assertTrue(result) class WhenTestingRenameOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.new_path = "/user/hdfs/new_dir" self.response = MagicMock() self.rename = {"boolean": True} self.response.json = MagicMock(return_value=self.rename) def test_rename_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.rename_file_dir(self.path, self.new_path) def test_rename_returns_true(self): self.response.status_code = http_client.OK self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.rename_file_dir(self.path, self.new_path) self.assertEqual(result, {"boolean": True}) class WhenTestingDeleteOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() def test_rename_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.delete.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.delete_file_dir(self.path) def test_rename_returns_true(self): self.response.status_code = http_client.OK self.requests.delete.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.delete_file_dir(self.path) self.assertTrue(result) class WhenTestingGetFileStatusOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_status = { "FileStatus": { "accessTime": 0, "blockSize": 0, "group": "supergroup", "length": 0, "modificationTime": 1320173277227, "owner": "webuser", "pathSuffix": "", "permission": "777", "replication": 0, "type": "DIRECTORY", } } self.response.json = MagicMock(return_value=self.file_status) def test_get_status_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.get_file_dir_status(self.path) def test_get_status_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.get_file_dir_status(self.path) for key in result: self.assertEqual(result[key], self.file_status[key]) class WhenTestingGetContentSummaryOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_status = { "ContentSummary": { "directoryCount": 2, "fileCount": 1, "length": 24930, "quota": -1, "spaceConsumed": 24930, "spaceQuota": -1, } } self.response.json = MagicMock(return_value=self.file_status) def test_get_status_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.get_content_summary(self.path) def test_get_status_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.get_content_summary(self.path) for key in result: self.assertEqual(result[key], self.file_status[key]) class WhenTestingGetFileChecksumOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_checksum = { "FileChecksum": { "algorithm": "MD5-of-1MD5-of-512CRC32", "bytes": ( "000002000000000000000000729a144ad5e9399f70c9bedd757" "2e6bf00000000" ), "length": 28, } } self.response.json = MagicMock(return_value=self.file_checksum) def test_get_status_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.get_file_checksum(self.path) def test_get_status_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.get_file_checksum(self.path) for key in result: self.assertEqual(result[key], self.file_checksum[key]) class WhenTestingListDirOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_status = { "FileStatuses": { "FileStatus": [ { "accessTime": 0, "blockSize": 0, "group": "supergroup", "length": 24930, "modificationTime": 1320173277227, "owner": "webuser", "pathSuffix": "a.patch", "permission": "777", "replication": 0, "type": "FILE", }, { "accessTime": 0, "blockSize": 0, "group": "supergroup", "length": 0, "modificationTime": 1320173277227, "owner": "webuser", "pathSuffix": "", "permission": "777", "replication": 0, "type": "DIRECTORY", }, ] } } self.response.json = MagicMock(return_value=self.file_status) def test_get_status_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.list_dir(self.path) def test_get_status_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.list_dir(self.path) for key in result: self.assertEqual(result[key], self.file_status[key]) class WhenTestingFileExistsOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_status = { "FileStatus": { "accessTime": 0, "blockSize": 0, "group": "supergroup", "length": 0, "modificationTime": 1320173277227, "owner": "webuser", "pathSuffix": "", "permission": "777", "replication": 0, "type": "DIRECTORY", } } self.response.json = MagicMock(return_value=self.file_status) def test_exists_throws_exception_for_error(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.exists_file_dir(self.path) def test_exists_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): self.assertTrue(self.webhdfs.exists_file_dir(self.path)) def test_exists_returns_false(self): self.response.status_code = http_client.NOT_FOUND self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): self.assertFalse(self.webhdfs.exists_file_dir(self.path)) class WhenTestingGetXattrOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.xattr = "user.test" self.response = MagicMock() self.file_status = {"XAttrs": [{"name": self.xattr, "value": "1"}]} self.response.json = MagicMock(return_value=self.file_status) def test_get_xattr_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.get_xattr(self.path, self.xattr) def test_get_xattr_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.get_xattr(self.path, self.xattr) for key in result: self.assertEqual(result[key], self.file_status[key]) class WhenTestingSetXattrOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.xattr = "user.test" self.value = "1" self.response = MagicMock() def test_set_xattr_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.set_xattr(self.path, self.xattr, self.value) def test_set_xattr_returns_true(self): self.response.status_code = http_client.OK self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.set_xattr(self.path, self.xattr, self.value) self.assertTrue(result) def test_set_xattr_replace_returns_true(self): self.response.status_code = http_client.OK self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.set_xattr( self.path, self.xattr, self.value, replace=True ) self.assertTrue(result) class WhenTestingListXattrsOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.response = MagicMock() self.file_status = {"XAttrNames": ['["XATTRNAME1","XATTRNAME2","XATTRNAME3"]']} self.response.json = MagicMock(return_value=self.file_status) def test_list_xattrs_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.list_xattrs(self.path) def test_list_xattrs_returns_true(self): self.response.status_code = http_client.OK self.requests.get.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.list_xattrs(self.path) for key in result: self.assertEqual(result[key], self.file_status[key]) class WhenTestingDeleteXattrOperation(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) self.response = MagicMock() self.requests = MagicMock(return_value=self.response) self.path = "user/hdfs/old_dir" self.xattr = "user.test" self.response = MagicMock() def test_delete_xattr_throws_exception_for_not_ok(self): self.response.status_code = http_client.BAD_REQUEST self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): with self.assertRaises(errors.PyWebHdfsException): self.webhdfs.delete_xattr(self.path, self.xattr) def test_delete_xattr_returns_true(self): self.response.status_code = http_client.OK self.requests.put.return_value = self.response with patch("pywebhdfs.webhdfs.requests", self.requests): result = self.webhdfs.delete_xattr(self.path, self.xattr) self.assertTrue(result) class WhenTestingCreateUri(unittest.TestCase): def setUp(self): self.host = "hostname" self.port = "00000" self.user_name = "username" self.path = "user/hdfs" self.webhdfs = PyWebHdfsClient( host=self.host, port=self.port, user_name=self.user_name ) def test_create_uri_no_kwargs(self): op = operations.CREATE uri = ( "http://{{host}}:{port}/webhdfs/v1/" "{path}?op={op}&user.name={user}".format( port=self.port, path=self.path, op=op, user=self.user_name ) ) result = self.webhdfs._create_uri(self.path, op) self.assertEqual(uri, result) def test_create_uri_with_kwargs(self): op = operations.CREATE mykey = "mykey" myval = "myval" uri = ( "http://{{host}}:{port}/webhdfs/v1/" "{path}?op={op}&{key}={val}" "&user.name={user}".format( port=self.port, path=self.path, op=op, key=mykey, val=myval, user=self.user_name, ) ) result = self.webhdfs._create_uri(self.path, op, mykey=myval) self.assertEqual(uri, result) def test_create_uri_with_leading_slash(self): op = operations.CREATE uri_path_no_slash = self.webhdfs._create_uri(self.path, op) uri_path_with_slash = self.webhdfs._create_uri("/" + self.path, op) self.assertEqual(uri_path_no_slash, uri_path_with_slash) def test_create_uri_with_unicode_path(self): op = operations.CREATE mykey = "mykey" myval = "myval" path = "die/Stra\xdfe" quoted_path = "die/Stra%C3%9Fe" uri = ( "http://{{host}}:{port}/webhdfs/v1/" "{path}?op={op}&{key}={val}" "&user.name={user}".format( port=self.port, path=quoted_path, op=op, key=mykey, val=myval, user=self.user_name, ) ) result = self.webhdfs._create_uri(path, op, mykey=myval) self.assertEqual(uri, result) class WhenTestingRaiseExceptions(unittest.TestCase): def test_400_raises_bad_request(self): with self.assertRaises(errors.BadRequest): _raise_pywebhdfs_exception(http_client.BAD_REQUEST) def test_401_raises_unuathorized(self): with self.assertRaises(errors.Unauthorized): _raise_pywebhdfs_exception(http_client.UNAUTHORIZED) def test_404_raises_not_found(self): with self.assertRaises(errors.FileNotFound): _raise_pywebhdfs_exception(http_client.NOT_FOUND) def test_all_other_raises_pywebhdfs_exception(self): with self.assertRaises(errors.PyWebHdfsException): _raise_pywebhdfs_exception(http_client.GATEWAY_TIMEOUT)
data/pywebhdfs-0.4.1/tests/test_webhdfs.py
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SETUP_ANNOTATIONS LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('md5',) IMPORT_NAME hashlib IMPORT_FROM md5 STORE_NAME md5 POP_TOP LOAD_CONST 0 LOAD_CONST ('escape',) IMPORT_NAME html IMPORT_FROM escape STORE_NAME html_escape POP_TOP LOAD_CONST 0 LOAD_CONST ('BytesIO', 'StringIO') IMPORT_NAME io IMPORT_FROM BytesIO STORE_NAME BytesIO IMPORT_FROM StringIO STORE_NAME StringIO POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'ClassVar', 'Iterator') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM ClassVar STORE_NAME ClassVar IMPORT_FROM Iterator STORE_NAME Iterator POP_TOP LOAD_CONST 0 LOAD_CONST ('uuid4',) IMPORT_NAME uuid IMPORT_FROM uuid4 STORE_NAME uuid4 POP_TOP LOAD_CONST 0 LOAD_CONST ('Image',) IMPORT_NAME PIL IMPORT_FROM Image STORE_NAME PILImage POP_TOP LOAD_CONST 0 LOAD_CONST ('UnidentifiedImageError',) IMPORT_NAME PIL IMPORT_FROM UnidentifiedImageError STORE_NAME UnidentifiedImageError POP_TOP LOAD_CONST 0 LOAD_CONST ('Image',) IMPORT_NAME PIL.Image IMPORT_FROM Image STORE_NAME Image POP_TOP LOAD_CONST 0 LOAD_CONST ('TA_RIGHT',) IMPORT_NAME reportlab.lib.enums IMPORT_FROM TA_RIGHT STORE_NAME TA_RIGHT POP_TOP LOAD_CONST 0 LOAD_CONST ('ParagraphStyle',) IMPORT_NAME reportlab.lib.styles IMPORT_FROM ParagraphStyle STORE_NAME ParagraphStyle POP_TOP LOAD_CONST 0 LOAD_CONST ('LazyImageReader', 'flatten', 'haveImages', 'open_for_read') IMPORT_NAME reportlab.lib.utils IMPORT_FROM LazyImageReader STORE_NAME LazyImageReader IMPORT_FROM flatten STORE_NAME flatten IMPORT_FROM haveImages STORE_NAME haveImages IMPORT_FROM open_for_read STORE_NAME open_for_read POP_TOP LOAD_CONST 0 LOAD_CONST ('pdfform',) IMPORT_NAME reportlab.pdfbase IMPORT_FROM pdfform STORE_NAME pdfform POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseDocTemplate', 'IndexingFlowable', 'PageTemplate') IMPORT_NAME reportlab.platypus.doctemplate IMPORT_FROM BaseDocTemplate STORE_NAME BaseDocTemplate IMPORT_FROM IndexingFlowable STORE_NAME IndexingFlowable IMPORT_FROM PageTemplate STORE_NAME PageTemplate POP_TOP LOAD_CONST 0 LOAD_CONST ('CondPageBreak', 'Flowable', 'KeepInFrame', 'ParagraphAndImage') IMPORT_NAME reportlab.platypus.flowables IMPORT_FROM CondPageBreak STORE_NAME CondPageBreak IMPORT_FROM Flowable STORE_NAME Flowable IMPORT_FROM KeepInFrame STORE_NAME KeepInFrame IMPORT_FROM ParagraphAndImage STORE_NAME ParagraphAndImage POP_TOP LOAD_CONST 0 LOAD_CONST ('TableOfContents',) IMPORT_NAME reportlab.platypus.tableofcontents IMPORT_FROM TableOfContents STORE_NAME TableOfContents POP_TOP LOAD_CONST 0 LOAD_CONST ('Table', 'TableStyle') IMPORT_NAME reportlab.platypus.tables IMPORT_FROM Table STORE_NAME Table IMPORT_FROM TableStyle STORE_NAME TableStyle POP_TOP LOAD_CONST 0 LOAD_CONST ('register_reset',) IMPORT_NAME reportlab.rl_config IMPORT_FROM register_reset STORE_NAME register_reset POP_TOP LOAD_CONST 0 LOAD_CONST ('WaterMarks',) IMPORT_NAME xhtml2pdf.builders.watermarks IMPORT_FROM WaterMarks STORE_NAME WaterMarks POP_TOP LOAD_CONST 0 LOAD_CONST ('pisaFileObject', 'pisaTempFile') IMPORT_NAME xhtml2pdf.files IMPORT_FROM pisaFileObject STORE_NAME pisaFileObject IMPORT_FROM pisaTempFile STORE_NAME pisaTempFile POP_TOP LOAD_CONST 0 LOAD_CONST ('Paragraph',) IMPORT_NAME xhtml2pdf.reportlab_paragraph IMPORT_FROM Paragraph STORE_NAME Paragraph POP_TOP LOAD_CONST 0 LOAD_CONST ('ImageWarning', 'getBorderStyle') IMPORT_NAME xhtml2pdf.util IMPORT_FROM ImageWarning STORE_NAME ImageWarning IMPORT_FROM getBorderStyle STORE_NAME getBorderStyle POP_TOP LOAD_NAME TYPE_CHECKING EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Drawing',) IMPORT_NAME reportlab.graphics.shapes IMPORT_FROM Drawing STORE_NAME Drawing POP_TOP LOAD_CONST 0 LOAD_CONST ('Canvas',) IMPORT_NAME reportlab.pdfgen.canvas IMPORT_FROM Canvas STORE_NAME Canvas POP_TOP SETUP_EXCEPT to 414 LOAD_CONST 0 LOAD_CONST ('renderPM',) IMPORT_NAME reportlab.graphics IMPORT_FROM renderPM STORE_NAME renderPM POP_TOP LOAD_CONST 0 LOAD_CONST ('svg2rlg',) IMPORT_NAME svglib.svglib IMPORT_FROM svg2rlg STORE_NAME svg2rlg POP_TOP POP_BLOCK JUMP_FORWARD to 444 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_NAME svg2rlg LOAD_CONST None STORE_NAME renderPM POP_EXCEPT JUMP_FORWARD to 444 END_FINALLY LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST 0.95 STORE_NAME MAX_IMAGE_RATIO LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'MAX_IMAGE_RATIO' STORE_SUBSCR LOAD_CONST 'xhtml2pdf <https://github.com/xhtml2pdf/xhtml2pdf/>' STORE_NAME PRODUCER LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'PRODUCER' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object PTCycle at 0x7fab8233d9c0, file "f.py", line 58> LOAD_CONST 'PTCycle' MAKE_FUNCTION LOAD_CONST 'PTCycle' LOAD_NAME list CALL_FUNCTION STORE_NAME PTCycle LOAD_BUILD_CLASS LOAD_CONST <code object PmlMaxHeightMixIn at 0x7fab8233d780, file "f.py", line 72> LOAD_CONST 'PmlMaxHeightMixIn' MAKE_FUNCTION LOAD_CONST 'PmlMaxHeightMixIn' CALL_FUNCTION STORE_NAME PmlMaxHeightMixIn LOAD_BUILD_CLASS LOAD_CONST <code object PmlBaseDoc at 0x7fab543e7300, file "f.py", line 87> LOAD_CONST 'PmlBaseDoc' MAKE_FUNCTION LOAD_CONST 'PmlBaseDoc' LOAD_NAME BaseDocTemplate CALL_FUNCTION STORE_NAME PmlBaseDoc LOAD_BUILD_CLASS LOAD_CONST <code object PmlPageTemplate at 0x7fab543e71e0, file "f.py", line 168> LOAD_CONST 'PmlPageTemplate' MAKE_FUNCTION LOAD_CONST 'PmlPageTemplate' LOAD_NAME PageTemplate CALL_FUNCTION STORE_NAME PmlPageTemplate LOAD_CONST 1 STORE_NAME _ctr LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST '_ctr' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object PmlImageReader at 0x7fab8234aa50, file "f.py", line 265> LOAD_CONST 'PmlImageReader' MAKE_FUNCTION LOAD_CONST 'PmlImageReader' CALL_FUNCTION STORE_NAME PmlImageReader LOAD_BUILD_CLASS LOAD_CONST <code object PmlImage at 0x7fab7023e540, file "f.py", line 427> LOAD_CONST 'PmlImage' MAKE_FUNCTION LOAD_CONST 'PmlImage' LOAD_NAME Flowable LOAD_NAME PmlMaxHeightMixIn CALL_FUNCTION STORE_NAME PmlImage LOAD_BUILD_CLASS LOAD_CONST <code object PmlParagraphAndImage at 0x7fab7023e5d0, file "f.py", line 540> LOAD_CONST 'PmlParagraphAndImage' MAKE_FUNCTION LOAD_CONST 'PmlParagraphAndImage' LOAD_NAME ParagraphAndImage LOAD_NAME PmlMaxHeightMixIn CALL_FUNCTION STORE_NAME PmlParagraphAndImage LOAD_BUILD_CLASS LOAD_CONST <code object PmlParagraph at 0x7fab7023eed0, file "f.py", line 555> LOAD_CONST 'PmlParagraph' MAKE_FUNCTION LOAD_CONST 'PmlParagraph' LOAD_NAME Paragraph LOAD_NAME PmlMaxHeightMixIn CALL_FUNCTION STORE_NAME PmlParagraph LOAD_BUILD_CLASS LOAD_CONST <code object PmlKeepInFrame at 0x7fab7023ef60, file "f.py", line 714> LOAD_CONST 'PmlKeepInFrame' MAKE_FUNCTION LOAD_CONST 'PmlKeepInFrame' LOAD_NAME KeepInFrame LOAD_NAME PmlMaxHeightMixIn CALL_FUNCTION STORE_NAME PmlKeepInFrame LOAD_BUILD_CLASS LOAD_CONST <code object PmlTable at 0x7fab5434b540, file "f.py", line 723> LOAD_CONST 'PmlTable' MAKE_FUNCTION LOAD_CONST 'PmlTable' LOAD_NAME Table LOAD_NAME PmlMaxHeightMixIn CALL_FUNCTION STORE_NAME PmlTable LOAD_BUILD_CLASS LOAD_CONST <code object PmlPageCount at 0x7fab5434bc90, file "f.py", line 778> LOAD_CONST 'PmlPageCount' MAKE_FUNCTION LOAD_CONST 'PmlPageCount' LOAD_NAME IndexingFlowable CALL_FUNCTION STORE_NAME PmlPageCount LOAD_BUILD_CLASS LOAD_CONST <code object PmlTableOfContents at 0x7fab5434b150, file "f.py", line 792> LOAD_CONST 'PmlTableOfContents' MAKE_FUNCTION LOAD_CONST 'PmlTableOfContents' LOAD_NAME TableOfContents CALL_FUNCTION STORE_NAME PmlTableOfContents LOAD_BUILD_CLASS LOAD_CONST <code object PmlRightPageBreak at 0x7fab5434b810, file "f.py", line 840> LOAD_CONST 'PmlRightPageBreak' MAKE_FUNCTION LOAD_CONST 'PmlRightPageBreak' LOAD_NAME CondPageBreak CALL_FUNCTION STORE_NAME PmlRightPageBreak LOAD_BUILD_CLASS LOAD_CONST <code object PmlLeftPageBreak at 0x7fab5434b9c0, file "f.py", line 853> LOAD_CONST 'PmlLeftPageBreak' MAKE_FUNCTION LOAD_CONST 'PmlLeftPageBreak' LOAD_NAME CondPageBreak CALL_FUNCTION STORE_NAME PmlLeftPageBreak LOAD_BUILD_CLASS LOAD_CONST <code object PmlInput at 0x7fab800fb030, file "f.py", line 866> LOAD_CONST 'PmlInput' MAKE_FUNCTION LOAD_CONST 'PmlInput' LOAD_NAME Flowable CALL_FUNCTION STORE_NAME PmlInput LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PTCycle' STORE_NAME __qualname__ LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab4107c5d0, file "f.py", line 59> LOAD_CONST 'PTCycle.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Iterator' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cyclicIterator at 0x7fab4107cc90, file "f.py", line 64> LOAD_CONST 'PTCycle.cyclicIterator' MAKE_FUNCTION STORE_NAME cyclicIterator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST 0 LOAD_FAST self STORE_ATTR _restart LOAD_CONST 0 LOAD_FAST self STORE_ATTR _idx LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_LOOP to 54 LOAD_FAST self LOAD_FAST self LOAD_ATTR _idx BINARY_SUBSCR YIELD_VALUE POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR _idx LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _idx LOAD_FAST self LOAD_ATTR _idx LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _restart LOAD_FAST self STORE_ATTR _idx JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlMaxHeightMixIn' STORE_NAME __qualname__ LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('availHeight', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object setMaxHeight at 0x7fab8233ded0, file "f.py", line 73> LOAD_CONST 'PmlMaxHeightMixIn.setMaxHeight' MAKE_FUNCTION STORE_NAME setMaxHeight LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object getMaxHeight at 0x7fab8233d5d0, file "f.py", line 83> LOAD_CONST 'PmlMaxHeightMixIn.getMaxHeight' MAKE_FUNCTION STORE_NAME getMaxHeight LOAD_CONST None RETURN_VALUE LOAD_FAST availHeight LOAD_FAST self STORE_ATTR availHeightValue LOAD_FAST availHeight LOAD_CONST 70000 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'canv' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_ATTR canv LOAD_CONST 'maxAvailHeightValue' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 LOAD_FAST self LOAD_ATTR canv STORE_ATTR maxAvailHeightValue LOAD_GLOBAL max LOAD_FAST availHeight LOAD_FAST self LOAD_ATTR canv LOAD_ATTR maxAvailHeightValue CALL_FUNCTION DUP_TOP LOAD_FAST self STORE_ATTR availHeightValue LOAD_FAST self LOAD_ATTR canv STORE_ATTR maxAvailHeightValue LOAD_FAST self LOAD_ATTR availHeightValue RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'availHeightValue' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR availHeightValue RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlBaseDoc' STORE_NAME __qualname__ LOAD_CONST 'We use our own document template to get access to the canvas and set some information once.' STORE_NAME __doc__ LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object beforePage at 0x7fab8233d300, file "f.py", line 90> LOAD_CONST 'PmlBaseDoc.beforePage' MAKE_FUNCTION STORE_NAME beforePage LOAD_CONST 'Flowable' LOAD_CONST 'None' LOAD_CONST ('flowable', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object afterFlowable at 0x7fab8233d0c0, file "f.py", line 108> LOAD_CONST 'PmlBaseDoc.afterFlowable' MAKE_FUNCTION STORE_NAME afterFlowable LOAD_CONST 'str | int | list | tuple' LOAD_CONST 'None' LOAD_CONST ('pt', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object handle_nextPageTemplate at 0x7fab8233d030, file "f.py", line 119> LOAD_CONST 'PmlBaseDoc.handle_nextPageTemplate' MAKE_FUNCTION STORE_NAME handle_nextPageTemplate LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _has_template_for_name at 0x7fab8233df60, file "f.py", line 164> LOAD_CONST 'PmlBaseDoc._has_template_for_name' MAKE_FUNCTION STORE_NAME _has_template_for_name LOAD_CONST None RETURN_VALUE LOAD_GLOBAL PRODUCER LOAD_FAST self LOAD_ATTR canv LOAD_ATTR _doc LOAD_ATTR info STORE_ATTR producer LOAD_CONST None RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST flowable LOAD_CONST 'outline' LOAD_CONST False CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD notify LOAD_CONST 'TOCEntry' LOAD_FAST flowable LOAD_ATTR outlineLevel LOAD_GLOBAL html_escape LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST flowable LOAD_ATTR text CALL_METHOD LOAD_CONST True LOAD_CONST ('quote',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR page BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _has_template_for_name LOAD_FAST pt FORMAT_VALUE LOAD_CONST '_left' BUILD_STRING CALL_METHOD STORE_FAST has_left_template LOAD_FAST self LOAD_METHOD _has_template_for_name LOAD_FAST pt FORMAT_VALUE LOAD_CONST '_right' BUILD_STRING CALL_METHOD STORE_FAST has_right_template LOAD_FAST has_left_template POP_JUMP_IF_FALSE LOAD_FAST has_right_template POP_JUMP_IF_FALSE LOAD_FAST pt FORMAT_VALUE LOAD_CONST '_left' BUILD_STRING LOAD_FAST pt FORMAT_VALUE LOAD_CONST '_right' BUILD_STRING BUILD_LIST STORE_FAST pt LOAD_GLOBAL isinstance LOAD_FAST pt LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST '_nextPageTemplateCycle' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self DELETE_ATTR _nextPageTemplateCycle SETUP_LOOP to 128 LOAD_FAST self LOAD_ATTR pageTemplates GET_ITER FOR_ITER to 126 STORE_FAST t LOAD_FAST t LOAD_ATTR id LOAD_FAST pt COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pageTemplates LOAD_METHOD index LOAD_FAST t CALL_METHOD LOAD_FAST self STORE_ATTR _nextPageTemplateIndex LOAD_CONST None RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST "can't find template('" LOAD_FAST pt FORMAT_VALUE LOAD_CONST "')" BUILD_STRING STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST pt LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST '_nextPageTemplateCycle' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self DELETE_ATTR _nextPageTemplateCycle LOAD_FAST pt LOAD_FAST self STORE_ATTR _nextPageTemplateIndex JUMP_FORWARD to 356 LOAD_GLOBAL isinstance LOAD_FAST pt LOAD_GLOBAL list LOAD_GLOBAL tuple BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL PTCycle CALL_FUNCTION STORE_FAST c SETUP_LOOP to 286 LOAD_FAST pt GET_ITER FOR_ITER to 284 STORE_FAST ptn LOAD_FAST ptn LOAD_CONST '*' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST c CALL_FUNCTION LOAD_FAST c STORE_ATTR _restart JUMP_ABSOLUTE SETUP_LOOP to 282 LOAD_FAST self LOAD_ATTR pageTemplates GET_ITER FOR_ITER to 280 STORE_FAST t LOAD_GLOBAL sys LOAD_METHOD exit CALL_METHOD POP_TOP LOAD_FAST t LOAD_ATTR id LOAD_FAST ptn LOAD_METHOD strip CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST c LOAD_METHOD append LOAD_FAST t CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST c EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'No valid page templates in cycle' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST c LOAD_ATTR _restart LOAD_GLOBAL len LOAD_FAST c CALL_FUNCTION COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Invalid cycle restart position' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST c LOAD_METHOD cyclicIterator CALL_METHOD LOAD_FAST self STORE_ATTR _nextPageTemplateCycle JUMP_FORWARD to 356 LOAD_CONST 'Argument pt should be string or integer or list' STORE_FAST msg LOAD_GLOBAL TypeError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL any LOAD_CLOSURE name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab8233dae0, file "f.py", line 165> LOAD_CONST 'PmlBaseDoc._has_template_for_name.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pageTemplates GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST template LOAD_FAST template LOAD_ATTR id LOAD_DEREF name LOAD_METHOD strip CALL_METHOD COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlPageTemplate' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'portrait' STORE_NAME PORTRAIT LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'PORTRAIT' STORE_SUBSCR LOAD_CONST 'landscape' STORE_NAME LANDSCAPE LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'LANDSCAPE' STORE_SUBSCR LOAD_NAME PORTRAIT STORE_NAME pageorientation LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'pageorientation' STORE_SUBSCR LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab543e7b70, file "f.py", line 173> LOAD_CONST 'PmlPageTemplate.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Canvas' LOAD_CONST 'bool' LOAD_CONST ('canvas', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object isFirstFlow at 0x7fab543e79c0, file "f.py", line 188> LOAD_CONST 'PmlPageTemplate.isFirstFlow' MAKE_FUNCTION STORE_NAME isFirstFlow LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object isPortrait at 0x7fab543e70c0, file "f.py", line 197> LOAD_CONST 'PmlPageTemplate.isPortrait' MAKE_FUNCTION STORE_NAME isPortrait LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object isLandscape at 0x7fab543e76f0, file "f.py", line 200> LOAD_CONST 'PmlPageTemplate.isLandscape' MAKE_FUNCTION STORE_NAME isLandscape LOAD_CONST 'Canvas' LOAD_CONST ('canvas',) BUILD_CONST_KEY_MAP LOAD_CONST <code object beforeDrawPage at 0x7fab543e7150, file "f.py", line 203> LOAD_CONST 'PmlPageTemplate.beforeDrawPage' MAKE_FUNCTION STORE_NAME beforeDrawPage LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE BUILD_LIST LOAD_FAST self STORE_ATTR pisaStaticList BUILD_LIST LOAD_FAST self STORE_ATTR pisaBackgroundList LOAD_CONST None LOAD_FAST self STORE_ATTR pisaBackground LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kw CALL_FUNCTION POP_TOP LOAD_CONST 0 LOAD_FAST self STORE_ATTR _page_count LOAD_CONST True LOAD_FAST self STORE_ATTR _first_flow LOAD_CONST None LOAD_FAST self STORE_ATTR img LOAD_CONST 0 LOAD_FAST self STORE_ATTR ph LOAD_CONST 0 LOAD_FAST self STORE_ATTR h LOAD_CONST 0 LOAD_FAST self STORE_ATTR w BUILD_LIST LOAD_FAST self STORE_ATTR backgroundids LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _first_flow POP_JUMP_IF_FALSE LOAD_FAST canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_FAST self LOAD_ATTR _page_count COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST self STORE_ATTR _first_flow JUMP_FORWARD to 50 LOAD_FAST canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_FAST self STORE_ATTR _page_count LOAD_FAST canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_FAST canvas LOAD_ATTR _doctemplate STORE_ATTR _page_count LOAD_FAST self LOAD_ATTR _first_flow RETURN_VALUE LOAD_FAST self LOAD_ATTR pageorientation LOAD_FAST self LOAD_ATTR PORTRAIT COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR pageorientation LOAD_FAST self LOAD_ATTR LANDSCAPE COMPARE_OP == RETURN_VALUE LOAD_DEREF canvas LOAD_METHOD saveState CALL_METHOD POP_TOP EXTENDED_ARG SETUP_FINALLY to 306 LOAD_FAST doc LOAD_ATTR pageTemplate LOAD_ATTR id LOAD_FAST self LOAD_ATTR backgroundids COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST pisaBackground LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'pisaBackground' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pisaBackground POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pisaBackground LOAD_METHOD notFound CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR pisaBackground LOAD_METHOD getMimeType CALL_METHOD LOAD_METHOD startswith LOAD_CONST 'image/' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL WaterMarks LOAD_ATTR generate_pdf_background LOAD_FAST self LOAD_ATTR pisaBackground LOAD_FAST self LOAD_ATTR pagesize LOAD_FAST self LOAD_METHOD isPortrait CALL_METHOD LOAD_FAST self LOAD_ATTR backgroundContext LOAD_CONST ('is_portrait', 'context') CALL_FUNCTION STORE_FAST pisaBackground JUMP_FORWARD to 108 LOAD_FAST self LOAD_ATTR pisaBackground STORE_FAST pisaBackground LOAD_FAST self LOAD_ATTR backgroundids LOAD_METHOD append LOAD_FAST doc LOAD_ATTR pageTemplate LOAD_ATTR id CALL_METHOD POP_TOP LOAD_FAST pisaBackground POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pisaBackgroundList LOAD_METHOD append LOAD_DEREF canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_FAST pisaBackground LOAD_FAST self LOAD_ATTR backgroundContext BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CLOSURE canvas LOAD_CLOSURE pageNumbering LOAD_CLOSURE pagenumber BUILD_TUPLE LOAD_CONST <code object pageNumbering at 0x7fab543e7780, file "f.py", line 228> LOAD_CONST 'PmlPageTemplate.beforeDrawPage.<locals>.pageNumbering' MAKE_FUNCTION STORE_DEREF pageNumbering SETUP_EXCEPT to 266 LOAD_DEREF canvas LOAD_METHOD getPageNumber CALL_METHOD STORE_DEREF pagenumber LOAD_DEREF pagenumber LOAD_FAST self LOAD_ATTR _page_count COMPARE_OP > POP_JUMP_IF_FALSE LOAD_DEREF canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_FAST self STORE_ATTR _page_count LOAD_DEREF canvas LOAD_METHOD getPageNumber CALL_METHOD LOAD_DEREF canvas LOAD_ATTR _doctemplate STORE_ATTR _page_count SETUP_LOOP to 262 LOAD_FAST self LOAD_ATTR pisaStaticList GET_ITER FOR_ITER to 260 STORE_FAST frame LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST frame CALL_METHOD STORE_FAST frame_copy LOAD_FAST frame_copy LOAD_ATTR pisaStaticStory STORE_FAST story LOAD_DEREF pageNumbering LOAD_FAST story CALL_FUNCTION POP_TOP LOAD_FAST frame_copy LOAD_METHOD addFromList LOAD_FAST story LOAD_DEREF canvas CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 302 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_ATTR debug LOAD_CONST 'PmlPageTemplate' LOAD_CONST True LOAD_CONST ('exc_info',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 302 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_DEREF canvas LOAD_METHOD restoreState CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_LOOP to 118 LOAD_GLOBAL flatten LOAD_FAST objList CALL_FUNCTION GET_ITER FOR_ITER to 116 STORE_FAST obj LOAD_GLOBAL isinstance LOAD_FAST obj LOAD_GLOBAL PmlParagraph CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 114 LOAD_FAST obj LOAD_ATTR frags GET_ITER FOR_ITER to 76 STORE_FAST frag LOAD_FAST frag LOAD_ATTR pageNumber POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_DEREF pagenumber CALL_FUNCTION LOAD_FAST frag STORE_ATTR text JUMP_ABSOLUTE LOAD_FAST frag LOAD_ATTR pageCount POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_DEREF canvas LOAD_ATTR _doctemplate LOAD_ATTR _page_count CALL_FUNCTION LOAD_FAST frag STORE_ATTR text JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST obj LOAD_GLOBAL PmlTable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab543e7db0, file "f.py", line 239> LOAD_CONST 'PmlPageTemplate.beforeDrawPage.<locals>.pageNumbering.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST obj LOAD_ATTR _cellvalues GET_ITER CALL_FUNCTION STORE_FAST flat_cells LOAD_DEREF pageNumbering LOAD_FAST flat_cells CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST sublist LOAD_FAST sublist GET_ITER FOR_ITER to 22 STORE_FAST item LOAD_FAST item LIST_APPEND JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlImageReader' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Wraps up either PIL or Java to get data from bitmaps.' STORE_NAME __doc__ BUILD_MAP STORE_NAME _cache LOAD_CONST 'ClassVar[dict]' LOAD_NAME __annotations__ LOAD_CONST '_cache' STORE_SUBSCR LOAD_CONST False STORE_NAME use_cache LOAD_CONST 'bool' LOAD_NAME __annotations__ LOAD_CONST 'use_cache' STORE_SUBSCR LOAD_CONST False STORE_NAME use_lazy_loader LOAD_CONST 'bool' LOAD_NAME __annotations__ LOAD_CONST 'use_lazy_loader' STORE_SUBSCR LOAD_CONST False STORE_NAME process_internal_files LOAD_CONST 'bool' LOAD_NAME __annotations__ LOAD_CONST 'process_internal_files' STORE_SUBSCR LOAD_CONST 'PmlImage | Image | str' LOAD_CONST 'None' LOAD_CONST ('fileName', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab543e7a50, file "f.py", line 273> LOAD_CONST 'PmlImageReader.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME staticmethod LOAD_CONST 'Image' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _read_image at 0x7fab543e7ed0, file "f.py", line 328> LOAD_CONST 'PmlImageReader._read_image' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _read_image LOAD_CONST 'BytesIO | StringIO | None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _jpeg_fh at 0x7fab543e7390, file "f.py", line 338> LOAD_CONST 'PmlImageReader._jpeg_fh' MAKE_FUNCTION STORE_NAME _jpeg_fh LOAD_CONST 'BytesIO | StringIO | None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object jpeg_fh at 0x7fab8234ae40, file "f.py", line 344> LOAD_CONST 'PmlImageReader.jpeg_fh' MAKE_FUNCTION STORE_NAME jpeg_fh LOAD_CONST 'tuple[int, int]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object getSize at 0x7fab8234aed0, file "f.py", line 348> LOAD_CONST 'PmlImageReader.getSize' MAKE_FUNCTION STORE_NAME getSize LOAD_CONST 'bytes | str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object getRGBData at 0x7fab8234ac90, file "f.py", line 359> LOAD_CONST 'PmlImageReader.getRGBData' MAKE_FUNCTION STORE_NAME getRGBData LOAD_CONST <code object getImageData at 0x7fab8234a9c0, file "f.py", line 395> LOAD_CONST 'PmlImageReader.getImageData' MAKE_FUNCTION STORE_NAME getImageData LOAD_CONST <code object getTransparent at 0x7fab8234af60, file "f.py", line 399> LOAD_CONST 'PmlImageReader.getTransparent' MAKE_FUNCTION STORE_NAME getTransparent LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7fab8234ac00, file "f.py", line 420> LOAD_CONST 'PmlImageReader.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST fileName LOAD_GLOBAL PmlImage CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST fileName LOAD_ATTR __dict__ LOAD_FAST self STORE_ATTR __dict__ LOAD_CONST None RETURN_VALUE LOAD_FAST fileName JUMP_IF_TRUE_OR_POP LOAD_CONST 'PILIMAGE_' LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION FORMAT_VALUE BUILD_STRING LOAD_FAST self STORE_ATTR fileName LOAD_CONST None LOAD_FAST self STORE_ATTR _image LOAD_CONST None LOAD_FAST self STORE_ATTR _width LOAD_CONST None LOAD_FAST self STORE_ATTR _height LOAD_CONST None LOAD_FAST self STORE_ATTR _transparent LOAD_CONST None LOAD_FAST self STORE_ATTR _data LOAD_CONST None LOAD_FAST self STORE_ATTR _dataA LOAD_CONST None LOAD_FAST self STORE_ATTR fp LOAD_GLOBAL Image POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST fileName LOAD_GLOBAL Image CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST fileName LOAD_FAST self STORE_ATTR _image LOAD_GLOBAL getattr LOAD_FAST fileName LOAD_CONST 'fp' LOAD_CONST None CALL_FUNCTION LOAD_FAST self STORE_ATTR fp EXTENDED_ARG JUMP_FORWARD to 544 EXTENDED_ARG SETUP_EXCEPT to 494 LOAD_GLOBAL open_for_read LOAD_FAST fileName LOAD_CONST 'b' CALL_FUNCTION LOAD_FAST self STORE_ATTR fp LOAD_FAST self LOAD_ATTR process_internal_files EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR fp LOAD_GLOBAL StringIO CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fp LOAD_METHOD read CALL_METHOD STORE_FAST data LOAD_GLOBAL contextlib LOAD_METHOD suppress LOAD_GLOBAL Exception CALL_METHOD SETUP_WITH to 196 POP_TOP LOAD_FAST self LOAD_ATTR fp LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR use_cache EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _cache POP_JUMP_IF_TRUE LOAD_GLOBAL register_reset LOAD_FAST self LOAD_ATTR _cache LOAD_ATTR clear CALL_FUNCTION POP_TOP LOAD_GLOBAL md5 LOAD_FAST data LOAD_METHOD encode LOAD_CONST 'utf8' CALL_METHOD CALL_FUNCTION LOAD_METHOD digest CALL_METHOD STORE_FAST cache_key LOAD_FAST self LOAD_ATTR _cache LOAD_METHOD setdefault LOAD_FAST cache_key LOAD_FAST data CALL_METHOD STORE_FAST data LOAD_GLOBAL StringIO LOAD_FAST data CALL_FUNCTION LOAD_FAST self STORE_ATTR fp JUMP_FORWARD to 312 LOAD_FAST self LOAD_ATTR use_lazy_loader EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST fileName LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fp LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self DELETE_ATTR fp LOAD_GLOBAL LazyImageReader LOAD_FAST self STORE_ATTR __class__ LOAD_GLOBAL haveImages EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _image EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _read_image LOAD_FAST self LOAD_ATTR fp CALL_METHOD LOAD_FAST self STORE_ATTR _image LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _image LOAD_CONST 'format' LOAD_CONST None CALL_FUNCTION LOAD_CONST 'JPEG' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _jpeg_fh LOAD_FAST self STORE_ATTR jpeg_fh JUMP_FORWARD to 490 LOAD_CONST 0 LOAD_CONST ('readJPEGInfo',) IMPORT_NAME reportlab.pdfbase.pdfutils IMPORT_FROM readJPEGInfo STORE_FAST readJPEGInfo POP_TOP SETUP_EXCEPT to 408 LOAD_FAST readJPEGInfo LOAD_FAST self LOAD_ATTR fp CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _width LOAD_FAST self STORE_ATTR _height STORE_FAST c POP_BLOCK JUMP_FORWARD to 458 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 444 LOAD_CONST 'Imaging Library not available, unable to import bitmaps only jpegs' STORE_FAST msg LOAD_GLOBAL ImageWarning LOAD_FAST msg CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 458 END_FINALLY LOAD_FAST self LOAD_ATTR _jpeg_fh LOAD_FAST self STORE_ATTR jpeg_fh LOAD_FAST self LOAD_ATTR fp LOAD_METHOD read CALL_METHOD LOAD_FAST self STORE_ATTR _data LOAD_FAST self LOAD_ATTR fp LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 544 DUP_TOP LOAD_GLOBAL UnidentifiedImageError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 530 LOAD_CONST 'Cannot identify image file' STORE_FAST msg LOAD_GLOBAL ImageWarning LOAD_FAST msg CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 544 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST None LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'java' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('ByteArrayInputStream',) IMPORT_NAME java.io IMPORT_FROM ByteArrayInputStream STORE_FAST ByteArrayInputStream POP_TOP LOAD_CONST 0 LOAD_CONST ('ImageIO',) IMPORT_NAME javax.imageio IMPORT_FROM ImageIO STORE_FAST ImageIO POP_TOP LOAD_FAST ByteArrayInputStream LOAD_FAST fp LOAD_METHOD read CALL_METHOD CALL_FUNCTION STORE_FAST input_stream LOAD_FAST ImageIO LOAD_METHOD read LOAD_FAST input_stream CALL_METHOD RETURN_VALUE LOAD_GLOBAL PILImage LOAD_METHOD open LOAD_FAST fp CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR fp STORE_FAST fp LOAD_GLOBAL isinstance LOAD_FAST fp LOAD_GLOBAL BytesIO LOAD_GLOBAL StringIO BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST fp LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST fp RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _width LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _height LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST None LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'java' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _image LOAD_METHOD getWidth CALL_METHOD LOAD_FAST self STORE_ATTR _width LOAD_FAST self LOAD_ATTR _image LOAD_METHOD getHeight CALL_METHOD LOAD_FAST self STORE_ATTR _height JUMP_FORWARD to 80 LOAD_FAST self LOAD_ATTR _image LOAD_ATTR size UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _width LOAD_FAST self STORE_ATTR _height LOAD_GLOBAL TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _width LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _height LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _width LOAD_FAST self LOAD_ATTR _height BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR _data LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST self STORE_ATTR _dataA LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST None LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'java' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME jarray STORE_FAST jarray LOAD_CONST 0 LOAD_CONST ('PixelGrabber',) IMPORT_NAME java.awt.image IMPORT_FROM PixelGrabber STORE_FAST PixelGrabber POP_TOP LOAD_FAST self LOAD_METHOD getSize CALL_METHOD UNPACK_SEQUENCE STORE_FAST width STORE_FAST height LOAD_FAST jarray LOAD_METHOD zeros LOAD_FAST width LOAD_FAST height BINARY_MULTIPLY LOAD_CONST 'i' CALL_METHOD STORE_FAST buffer LOAD_FAST PixelGrabber LOAD_FAST self LOAD_ATTR _image LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST width LOAD_FAST height LOAD_FAST buffer LOAD_CONST 0 LOAD_FAST width CALL_FUNCTION STORE_FAST pg LOAD_FAST pg LOAD_METHOD grabPixels CALL_METHOD POP_TOP BUILD_LIST STORE_FAST pixels LOAD_FAST pixels LOAD_ATTR append STORE_FAST a SETUP_LOOP to 196 LOAD_FAST buffer GET_ITER FOR_ITER to 194 STORE_FAST rgb LOAD_FAST a LOAD_GLOBAL chr LOAD_FAST rgb LOAD_CONST 16 BINARY_RSHIFT LOAD_CONST 255 BINARY_AND CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST a LOAD_GLOBAL chr LOAD_FAST rgb LOAD_CONST 8 BINARY_RSHIFT LOAD_CONST 255 BINARY_AND CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST a LOAD_GLOBAL chr LOAD_FAST rgb LOAD_CONST 255 BINARY_AND CALL_FUNCTION CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '' LOAD_METHOD join LOAD_FAST pixels CALL_METHOD LOAD_FAST self STORE_ATTR _data LOAD_CONST 'RGB' LOAD_FAST self STORE_ATTR mode JUMP_FORWARD to 344 LOAD_FAST self LOAD_ATTR _image STORE_FAST im LOAD_FAST im LOAD_ATTR mode DUP_TOP STORE_FAST mode LOAD_FAST self STORE_ATTR mode LOAD_FAST mode LOAD_CONST 'RGBA' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP LOAD_GLOBAL PmlImageReader LOAD_FAST im LOAD_METHOD split CALL_METHOD LOAD_CONST 3 BINARY_SUBSCR CALL_FUNCTION LOAD_FAST self STORE_ATTR _dataA LOAD_FAST im LOAD_METHOD convert LOAD_CONST 'RGB' CALL_METHOD STORE_FAST im LOAD_CONST 'RGB' LOAD_FAST self STORE_ATTR mode JUMP_FORWARD to 314 LOAD_FAST mode LOAD_CONST ('L', 'RGB', 'CMYK') COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST im LOAD_METHOD convert LOAD_CONST 'RGB' CALL_METHOD STORE_FAST im LOAD_CONST 'RGB' LOAD_FAST self STORE_ATTR mode LOAD_GLOBAL hasattr LOAD_FAST im LOAD_CONST 'tobytes' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST im LOAD_METHOD tobytes CALL_METHOD JUMP_FORWARD to 340 LOAD_FAST im LOAD_METHOD tostring CALL_METHOD LOAD_FAST self STORE_ATTR _data LOAD_FAST self LOAD_ATTR _data RETURN_VALUE LOAD_FAST self LOAD_METHOD getSize CALL_METHOD UNPACK_SEQUENCE STORE_FAST width STORE_FAST height LOAD_FAST width LOAD_FAST height LOAD_FAST self LOAD_METHOD getRGBData CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST None LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'java' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST 'transparency' LOAD_FAST self LOAD_ATTR _image LOAD_ATTR info COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _image LOAD_ATTR info LOAD_CONST 'transparency' BINARY_SUBSCR LOAD_CONST 3 BINARY_MULTIPLY STORE_FAST transparency LOAD_FAST self LOAD_ATTR _image LOAD_ATTR palette STORE_FAST palette LOAD_GLOBAL hasattr LOAD_FAST palette LOAD_CONST 'palette' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST palette LOAD_ATTR palette STORE_FAST palette JUMP_FORWARD to 98 LOAD_GLOBAL hasattr LOAD_FAST palette LOAD_CONST 'data' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST palette LOAD_ATTR data STORE_FAST palette JUMP_FORWARD to 98 LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 120 LOAD_GLOBAL list LOAD_FAST palette LOAD_FAST transparency LOAD_FAST transparency LOAD_CONST 3 BINARY_ADD BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 158 LOAD_GLOBAL log LOAD_ATTR debug LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION LOAD_FAST e LOAD_CONST ('exc_info',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 178 LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR fileName LOAD_GLOBAL PmlImage LOAD_GLOBAL Image LOAD_GLOBAL BytesIO BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fileName LOAD_METHOD read CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION STORE_FAST fn LOAD_CONST 'PmlImageObject_' LOAD_GLOBAL hash LOAD_FAST fn CALL_FUNCTION FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR fileName JUMP_IF_TRUE_OR_POP LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlImage' STORE_NAME __qualname__ LOAD_CONST (None, None, None, 'auto', None) LOAD_CONST 'pisaFileObject | pisaTempFile | bytes' LOAD_CONST 'str | None' LOAD_CONST 'int | None' LOAD_CONST 'int | None' LOAD_CONST 'str' LOAD_CONST 'str | None' LOAD_CONST 'dict' LOAD_CONST 'None' LOAD_CONST ('data', 'src', 'width', 'height', 'mask', 'mimetype', 'kw', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab7023ee40, file "f.py", line 428> LOAD_CONST 'PmlImage.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object wrap at 0x7fab7023e420, file "f.py", line 469> LOAD_CONST 'PmlImage.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST (None, None) LOAD_CONST 'float | None' LOAD_CONST 'float | None' LOAD_CONST 'Drawing | None' LOAD_CONST ('width', 'height', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object getDrawing at 0x7fab7023e270, file "f.py", line 485> LOAD_CONST 'PmlImage.getDrawing' MAKE_FUNCTION STORE_NAME getDrawing LOAD_CONST 'BytesIO | None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object getDrawingRaster at 0x7fab7023eb70, file "f.py", line 516> LOAD_CONST 'PmlImage.getDrawingRaster' MAKE_FUNCTION STORE_NAME getDrawingRaster LOAD_CONST 'PmlImageReader' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object getImage at 0x7fab7023e4b0, file "f.py", line 526> LOAD_CONST 'PmlImage.getImage' MAKE_FUNCTION STORE_NAME getImage LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object draw at 0x7fab7023eae0, file "f.py", line 532> LOAD_CONST 'PmlImage.draw' MAKE_FUNCTION STORE_NAME draw LOAD_CONST (None,) LOAD_CONST <code object identity at 0x7fab7023e150, file "f.py", line 536> LOAD_CONST 'PmlImage.identity' MAKE_FUNCTION STORE_NAME identity LOAD_CONST None RETURN_VALUE LOAD_FAST kw LOAD_FAST self STORE_ATTR kw LOAD_CONST 'CENTER' LOAD_FAST self STORE_ATTR hAlign LOAD_FAST mask LOAD_FAST self STORE_ATTR _mask LOAD_CONST b'' LOAD_FAST self STORE_ATTR _imgdata LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data LOAD_FAST self STORE_ATTR _imgdata JUMP_FORWARD to 88 LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL pisaTempFile CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD getvalue CALL_METHOD LOAD_FAST self STORE_ATTR _imgdata JUMP_FORWARD to 88 LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL pisaFileObject CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD getData CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_CONST b'' LOAD_FAST self STORE_ATTR _imgdata LOAD_FAST src LOAD_FAST self STORE_ATTR src LOAD_FAST mimetype LOAD_FAST self STORE_ATTR mimetype LOAD_FAST self LOAD_METHOD getDrawing CALL_METHOD STORE_FAST drawing LOAD_CONST 0.0 LOAD_FAST self STORE_ATTR imageWidth LOAD_CONST 0.0 LOAD_FAST self STORE_ATTR imageHeight LOAD_FAST drawing POP_JUMP_IF_FALSE LOAD_FAST drawing LOAD_METHOD getBounds CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_CONST (0, 0, 0, 0) UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _ LOAD_FAST self STORE_ATTR imageWidth LOAD_FAST self STORE_ATTR imageHeight JUMP_FORWARD to 178 LOAD_FAST self LOAD_METHOD getImage CALL_METHOD STORE_FAST img LOAD_FAST img POP_JUMP_IF_FALSE LOAD_FAST img LOAD_METHOD getSize CALL_METHOD UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR imageWidth LOAD_FAST self STORE_ATTR imageHeight LOAD_FAST width JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR imageWidth LOAD_FAST self STORE_ATTR drawWidth LOAD_FAST height JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR imageHeight LOAD_FAST self STORE_ATTR drawHeight LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD setMaxHeight LOAD_FAST availHeight CALL_METHOD STORE_FAST availHeight LOAD_GLOBAL min LOAD_FAST self LOAD_ATTR drawWidth LOAD_FAST availWidth CALL_FUNCTION STORE_FAST width LOAD_GLOBAL float LOAD_FAST width CALL_FUNCTION LOAD_FAST self LOAD_ATTR drawWidth BINARY_TRUE_DIVIDE STORE_FAST wfactor LOAD_GLOBAL min LOAD_FAST self LOAD_ATTR drawHeight LOAD_FAST availHeight LOAD_GLOBAL MAX_IMAGE_RATIO BINARY_MULTIPLY CALL_FUNCTION STORE_FAST height LOAD_GLOBAL float LOAD_FAST height CALL_FUNCTION LOAD_FAST self LOAD_ATTR drawHeight BINARY_TRUE_DIVIDE STORE_FAST hfactor LOAD_GLOBAL min LOAD_FAST wfactor LOAD_FAST hfactor CALL_FUNCTION STORE_FAST factor LOAD_FAST self LOAD_ATTR drawWidth LOAD_FAST factor BINARY_MULTIPLY LOAD_FAST self STORE_ATTR dWidth LOAD_FAST self LOAD_ATTR drawHeight LOAD_FAST factor BINARY_MULTIPLY LOAD_FAST self STORE_ATTR dHeight LOAD_FAST self LOAD_ATTR dWidth LOAD_FAST self LOAD_ATTR dHeight BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL svg2rlg POP_JUMP_IF_FALSE SETUP_EXCEPT to 24 LOAD_GLOBAL svg2rlg LOAD_GLOBAL BytesIO LOAD_FAST self LOAD_ATTR _imgdata CALL_FUNCTION CALL_FUNCTION STORE_FAST drawing POP_BLOCK JUMP_FORWARD to 44 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_FAST drawing POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST scale_x LOAD_CONST 1 STORE_FAST scale_y SETUP_EXCEPT to 170 LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST 'drawWidth' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST width LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR drawWidth STORE_FAST width LOAD_FAST width LOAD_FAST drawing LOAD_ATTR width BINARY_TRUE_DIVIDE STORE_FAST scale_x LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST 'drawHeight' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST height LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR drawHeight STORE_FAST height LOAD_FAST height LOAD_FAST drawing LOAD_ATTR height BINARY_TRUE_DIVIDE STORE_FAST scale_y LOAD_FAST scale_x LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST scale_y LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST drawing LOAD_METHOD scale LOAD_FAST scale_x LOAD_FAST scale_y CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 218 DUP_TOP LOAD_GLOBAL ZeroDivisionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'SVG drawing could not be resized: %r' LOAD_FAST self LOAD_ATTR src JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR _imgdata LOAD_CONST None LOAD_CONST 50 BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 218 END_FINALLY LOAD_FAST drawing RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL svg2rlg POP_JUMP_IF_FALSE LOAD_GLOBAL renderPM POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD getDrawing CALL_METHOD STORE_FAST svg LOAD_FAST svg POP_JUMP_IF_FALSE LOAD_GLOBAL BytesIO CALL_FUNCTION STORE_FAST imgdata LOAD_GLOBAL renderPM LOAD_ATTR drawToFile LOAD_FAST svg LOAD_FAST imgdata LOAD_CONST 'PNG' LOAD_CONST ('fmt',) CALL_FUNCTION POP_TOP LOAD_FAST imgdata RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD getDrawingRaster CALL_METHOD STORE_FAST vectorRaster LOAD_FAST vectorRaster JUMP_IF_TRUE_OR_POP LOAD_GLOBAL BytesIO LOAD_FAST self LOAD_ATTR _imgdata CALL_FUNCTION STORE_FAST imgdata LOAD_GLOBAL PmlImageReader LOAD_FAST imgdata CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD getImage CALL_METHOD STORE_FAST img LOAD_FAST self LOAD_ATTR canv LOAD_ATTR drawImage LOAD_FAST img LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR dWidth LOAD_FAST self LOAD_ATTR dHeight LOAD_FAST self LOAD_ATTR _mask LOAD_CONST ('mask',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Flowable LOAD_METHOD identity LOAD_FAST self LOAD_FAST maxLen CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlParagraphAndImage' STORE_NAME __qualname__ LOAD_CONST <code object wrap at 0x7fab7023e780, file "f.py", line 541> LOAD_CONST 'PmlParagraphAndImage.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST <code object split at 0x7fab7023e0c0, file "f.py", line 547> LOAD_CONST 'PmlParagraphAndImage.split' MAKE_FUNCTION STORE_NAME split LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR canv LOAD_FAST self LOAD_ATTR I STORE_ATTR canv LOAD_GLOBAL ParagraphAndImage LOAD_METHOD wrap LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD STORE_FAST result LOAD_FAST self LOAD_ATTR I DELETE_ATTR canv LOAD_FAST result RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'wI' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR I LOAD_METHOD wrap LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR wI LOAD_FAST self STORE_ATTR hI LOAD_GLOBAL ParagraphAndImage LOAD_METHOD split LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlParagraph' STORE_NAME __qualname__ LOAD_CONST <code object _calcImageMaxSizes at 0x7fab7023e300, file "f.py", line 556> LOAD_CONST 'PmlParagraph._calcImageMaxSizes' MAKE_FUNCTION STORE_NAME _calcImageMaxSizes LOAD_CONST <code object wrap at 0x7fab7023e810, file "f.py", line 573> LOAD_CONST 'PmlParagraph.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST <code object split at 0x7fab7023ea50, file "f.py", line 603> LOAD_CONST 'PmlParagraph.split' MAKE_FUNCTION STORE_NAME split LOAD_CONST <code object draw at 0x7fab7023ec00, file "f.py", line 615> LOAD_CONST 'PmlParagraph.draw' MAKE_FUNCTION STORE_NAME draw LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_FAST self STORE_ATTR hasImages SETUP_LOOP to 170 LOAD_FAST self LOAD_ATTR frags GET_ITER FOR_ITER to 168 STORE_FAST frag LOAD_GLOBAL hasattr LOAD_FAST frag LOAD_CONST 'cbDefn' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST frag LOAD_ATTR cbDefn LOAD_ATTR kind LOAD_CONST 'img' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST frag LOAD_ATTR cbDefn STORE_FAST img LOAD_FAST img LOAD_ATTR width LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST img LOAD_ATTR height LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR hasImages LOAD_GLOBAL min LOAD_FAST img LOAD_ATTR width LOAD_FAST availWidth CALL_FUNCTION STORE_FAST width LOAD_GLOBAL float LOAD_FAST width CALL_FUNCTION LOAD_FAST img LOAD_ATTR width BINARY_TRUE_DIVIDE STORE_FAST wfactor LOAD_GLOBAL min LOAD_FAST img LOAD_ATTR height LOAD_FAST availHeight LOAD_GLOBAL MAX_IMAGE_RATIO BINARY_MULTIPLY CALL_FUNCTION STORE_FAST height LOAD_GLOBAL float LOAD_FAST height CALL_FUNCTION LOAD_FAST img LOAD_ATTR height BINARY_TRUE_DIVIDE STORE_FAST hfactor LOAD_GLOBAL min LOAD_FAST wfactor LOAD_FAST hfactor CALL_FUNCTION STORE_FAST factor LOAD_FAST img DUP_TOP LOAD_ATTR height LOAD_FAST factor INPLACE_MULTIPLY ROT_TWO STORE_ATTR height LOAD_FAST img DUP_TOP LOAD_ATTR width LOAD_FAST factor INPLACE_MULTIPLY ROT_TWO STORE_ATTR width JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD setMaxHeight LOAD_FAST availHeight CALL_METHOD STORE_FAST availHeight LOAD_FAST self LOAD_ATTR style STORE_FAST style LOAD_FAST style LOAD_ATTR paddingLeft LOAD_FAST style LOAD_ATTR paddingRight BINARY_ADD LOAD_FAST style LOAD_ATTR borderLeftWidth BINARY_ADD LOAD_FAST style LOAD_ATTR borderRightWidth BINARY_ADD LOAD_FAST self STORE_ATTR deltaWidth LOAD_FAST style LOAD_ATTR paddingTop LOAD_FAST style LOAD_ATTR paddingBottom BINARY_ADD LOAD_FAST style LOAD_ATTR borderTopWidth BINARY_ADD LOAD_FAST style LOAD_ATTR borderBottomWidth BINARY_ADD LOAD_FAST self STORE_ATTR deltaHeight LOAD_FAST availWidth LOAD_FAST self LOAD_ATTR deltaWidth INPLACE_SUBTRACT STORE_FAST availWidth LOAD_FAST availHeight LOAD_FAST self LOAD_ATTR deltaHeight INPLACE_SUBTRACT STORE_FAST availHeight LOAD_FAST self LOAD_METHOD _calcImageMaxSizes LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD POP_TOP LOAD_GLOBAL Paragraph LOAD_METHOD wrap LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR deltaWidth BINARY_ADD LOAD_FAST self STORE_ATTR width LOAD_FAST self LOAD_ATTR height LOAD_FAST self LOAD_ATTR deltaHeight BINARY_ADD LOAD_FAST self STORE_ATTR height LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR frags CALL_FUNCTION LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE BUILD_LIST RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'deltaWidth' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD wrap LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD POP_TOP LOAD_FAST availWidth LOAD_FAST self LOAD_ATTR deltaWidth INPLACE_SUBTRACT STORE_FAST availWidth LOAD_FAST availHeight LOAD_FAST self LOAD_ATTR deltaHeight INPLACE_SUBTRACT STORE_FAST availHeight LOAD_GLOBAL Paragraph LOAD_METHOD split LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST 'outline' LOAD_CONST False CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR canv LOAD_CONST 'outlineLast' LOAD_CONST -1 CALL_FUNCTION LOAD_CONST 1 BINARY_ADD STORE_FAST last SETUP_LOOP to 98 LOAD_FAST last LOAD_FAST self LOAD_ATTR outlineLevel COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL uuid4 CALL_FUNCTION LOAD_ATTR hex STORE_FAST key LOAD_FAST self LOAD_ATTR canv LOAD_METHOD bookmarkPage LOAD_FAST key CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR canv LOAD_METHOD addOutlineEntry LOAD_FAST self LOAD_ATTR text LOAD_FAST key LOAD_FAST last LOAD_FAST self LOAD_ATTR outlineOpen UNARY_NOT CALL_METHOD POP_TOP LOAD_FAST last LOAD_CONST 1 INPLACE_ADD STORE_FAST last JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR outlineLevel LOAD_FAST self LOAD_ATTR canv STORE_ATTR outlineLast LOAD_GLOBAL uuid4 CALL_FUNCTION LOAD_ATTR hex STORE_FAST key LOAD_FAST self LOAD_ATTR canv LOAD_METHOD bookmarkPage LOAD_FAST key CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR canv LOAD_METHOD addOutlineEntry LOAD_FAST self LOAD_ATTR text LOAD_FAST key LOAD_FAST self LOAD_ATTR outlineLevel LOAD_FAST self LOAD_ATTR outlineOpen UNARY_NOT CALL_METHOD POP_TOP LOAD_FAST last LOAD_CONST 1 INPLACE_ADD STORE_FAST last LOAD_FAST self LOAD_ATTR canv STORE_DEREF canvas LOAD_FAST self LOAD_ATTR style STORE_DEREF style LOAD_DEREF style LOAD_ATTR backColor STORE_FAST bg LOAD_DEREF style LOAD_ATTR leftIndent STORE_FAST leftIndent LOAD_CONST 0 STORE_FAST bp LOAD_FAST leftIndent LOAD_FAST bp BINARY_SUBTRACT STORE_FAST x LOAD_FAST bp UNARY_NEGATIVE STORE_FAST y LOAD_FAST self LOAD_ATTR width LOAD_FAST leftIndent LOAD_DEREF style LOAD_ATTR rightIndent BINARY_ADD BINARY_SUBTRACT LOAD_CONST 2 LOAD_FAST bp BINARY_MULTIPLY BINARY_ADD STORE_FAST w LOAD_FAST self LOAD_ATTR height LOAD_CONST 2 LOAD_FAST bp BINARY_MULTIPLY BINARY_ADD STORE_FAST h LOAD_FAST bg EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF canvas LOAD_METHOD saveState CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_METHOD setFillColor LOAD_FAST bg CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_ATTR rect LOAD_FAST x LOAD_FAST y LOAD_FAST w LOAD_FAST h LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST ('fill', 'stroke') CALL_FUNCTION POP_TOP LOAD_DEREF canvas LOAD_METHOD restoreState CALL_METHOD POP_TOP LOAD_CONST None LOAD_DEREF style STORE_ATTR backColor LOAD_DEREF canvas LOAD_METHOD saveState CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_METHOD translate LOAD_DEREF style LOAD_ATTR paddingLeft LOAD_DEREF style LOAD_ATTR borderLeftWidth BINARY_ADD LOAD_CONST -1 LOAD_DEREF style LOAD_ATTR paddingTop LOAD_DEREF style LOAD_ATTR borderTopWidth BINARY_ADD BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_GLOBAL Paragraph LOAD_METHOD draw LOAD_FAST self CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_METHOD restoreState CALL_METHOD POP_TOP LOAD_FAST bg LOAD_DEREF style STORE_ATTR backColor LOAD_DEREF canvas LOAD_METHOD saveState CALL_METHOD POP_TOP LOAD_CLOSURE canvas LOAD_CLOSURE style BUILD_TUPLE LOAD_CONST <code object _drawBorderLine at 0x7fab7023e930, file "f.py", line 665> LOAD_CONST 'PmlParagraph.draw.<locals>._drawBorderLine' MAKE_FUNCTION STORE_FAST _drawBorderLine LOAD_FAST _drawBorderLine LOAD_DEREF style LOAD_ATTR borderLeftStyle LOAD_DEREF style LOAD_ATTR borderLeftWidth LOAD_DEREF style LOAD_ATTR borderLeftColor LOAD_FAST x LOAD_FAST y LOAD_FAST x LOAD_FAST y LOAD_FAST h BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST _drawBorderLine LOAD_DEREF style LOAD_ATTR borderRightStyle LOAD_DEREF style LOAD_ATTR borderRightWidth LOAD_DEREF style LOAD_ATTR borderRightColor LOAD_FAST x LOAD_FAST w BINARY_ADD LOAD_FAST y LOAD_FAST x LOAD_FAST w BINARY_ADD LOAD_FAST y LOAD_FAST h BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST _drawBorderLine LOAD_DEREF style LOAD_ATTR borderTopStyle LOAD_DEREF style LOAD_ATTR borderTopWidth LOAD_DEREF style LOAD_ATTR borderTopColor LOAD_FAST x LOAD_FAST y LOAD_FAST h BINARY_ADD LOAD_FAST x LOAD_FAST w BINARY_ADD LOAD_FAST y LOAD_FAST h BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST _drawBorderLine LOAD_DEREF style LOAD_ATTR borderBottomStyle LOAD_DEREF style LOAD_ATTR borderBottomWidth LOAD_DEREF style LOAD_ATTR borderBottomColor LOAD_FAST x LOAD_FAST y LOAD_FAST x LOAD_FAST w BINARY_ADD LOAD_FAST y CALL_FUNCTION POP_TOP LOAD_DEREF canvas LOAD_METHOD restoreState CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST width POP_JUMP_IF_FALSE LOAD_GLOBAL getBorderStyle LOAD_FAST bstyle CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST color LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF style LOAD_ATTR textColor STORE_FAST color LOAD_FAST color LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF canvas LOAD_METHOD setStrokeColor LOAD_FAST color CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_METHOD setLineWidth LOAD_FAST width CALL_METHOD POP_TOP LOAD_DEREF canvas LOAD_METHOD line LOAD_FAST x1 LOAD_FAST y1 LOAD_FAST x2 LOAD_FAST y2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlKeepInFrame' STORE_NAME __qualname__ LOAD_CONST <code object wrap at 0x7fab7023edb0, file "f.py", line 715> LOAD_CONST 'PmlKeepInFrame.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST None RETURN_VALUE LOAD_GLOBAL max LOAD_FAST availWidth LOAD_CONST 1.0 CALL_FUNCTION STORE_FAST availWidth LOAD_GLOBAL max LOAD_FAST availHeight LOAD_CONST 1.0 CALL_FUNCTION STORE_FAST availHeight LOAD_FAST availWidth LOAD_FAST self STORE_ATTR maxWidth LOAD_FAST self LOAD_METHOD setMaxHeight LOAD_FAST availHeight CALL_METHOD LOAD_FAST self STORE_ATTR maxHeight LOAD_GLOBAL KeepInFrame LOAD_METHOD wrap LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlTable' STORE_NAME __qualname__ LOAD_NAME staticmethod LOAD_CONST <code object _normWidth at 0x7fab5434bdb0, file "f.py", line 724> LOAD_CONST 'PmlTable._normWidth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _normWidth LOAD_CONST (None, None, 72000) LOAD_CONST <code object _listCellGeom at 0x7fab5434b1e0, file "f.py", line 733> LOAD_CONST 'PmlTable._listCellGeom' MAKE_FUNCTION STORE_NAME _listCellGeom LOAD_CONST <code object wrap at 0x7fab5434b0c0, file "f.py", line 738> LOAD_CONST 'PmlTable.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST w LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST maxw LOAD_CONST 100.0 BINARY_TRUE_DIVIDE LOAD_GLOBAL float LOAD_FAST w LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION BINARY_MULTIPLY STORE_FAST w JUMP_FORWARD to 56 LOAD_FAST w LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST w LOAD_CONST '*' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST maxw STORE_FAST w LOAD_GLOBAL min LOAD_FAST w LOAD_FAST maxw CALL_FUNCTION RETURN_VALUE LOAD_FAST aH LOAD_CONST 72000 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD getMaxHeight CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST aH STORE_FAST aH LOAD_GLOBAL Table LOAD_ATTR _listCellGeom LOAD_FAST self LOAD_FAST V LOAD_FAST w LOAD_FAST s LOAD_FAST W LOAD_FAST H LOAD_FAST aH LOAD_CONST ('W', 'H', 'aH') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD setMaxHeight LOAD_FAST availHeight CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'totalWidth' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST availWidth LOAD_FAST self STORE_ATTR totalWidth LOAD_FAST self LOAD_METHOD _normWidth LOAD_FAST self LOAD_ATTR totalWidth LOAD_FAST availWidth CALL_METHOD STORE_FAST totalWidth LOAD_FAST totalWidth STORE_FAST remainingWidth LOAD_CONST 0 STORE_FAST remainingCols LOAD_FAST self LOAD_ATTR _colWidths STORE_FAST newColWidths SETUP_LOOP to 126 LOAD_GLOBAL enumerate LOAD_FAST newColWidths CALL_FUNCTION GET_ITER FOR_ITER to 124 UNPACK_SEQUENCE STORE_FAST i STORE_FAST colWidth LOAD_FAST colWidth LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _normWidth LOAD_FAST colWidth LOAD_FAST totalWidth CALL_METHOD STORE_FAST newColWidth LOAD_FAST remainingWidth LOAD_FAST newColWidth INPLACE_SUBTRACT STORE_FAST remainingWidth JUMP_FORWARD to 114 LOAD_FAST remainingCols LOAD_CONST 1 INPLACE_ADD STORE_FAST remainingCols LOAD_CONST None STORE_FAST newColWidth LOAD_FAST newColWidth LOAD_FAST newColWidths LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST totalWidth LOAD_CONST 0.01 BINARY_MULTIPLY STORE_FAST minCellWidth LOAD_FAST remainingCols LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE SETUP_LOOP to 190 LOAD_GLOBAL enumerate LOAD_FAST newColWidths CALL_FUNCTION GET_ITER FOR_ITER to 188 UNPACK_SEQUENCE STORE_FAST i STORE_FAST colWidth LOAD_FAST colWidth LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL max LOAD_FAST minCellWidth LOAD_FAST remainingWidth LOAD_FAST remainingCols BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST newColWidths LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sum LOAD_FAST newColWidths CALL_FUNCTION LOAD_FAST totalWidth COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST totalWidth LOAD_GLOBAL sum LOAD_FAST newColWidths CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST quotient SETUP_LOOP to 252 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST newColWidths CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 250 STORE_FAST i LOAD_FAST newColWidths LOAD_FAST i BINARY_SUBSCR LOAD_FAST quotient BINARY_MULTIPLY LOAD_FAST newColWidths LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sum LOAD_FAST newColWidths CALL_FUNCTION LOAD_FAST totalWidth BINARY_SUBTRACT STORE_FAST diff LOAD_FAST diff LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST newColWidths LOAD_CONST 0 DUP_TOP BINARY_SUBSCR LOAD_FAST diff INPLACE_SUBTRACT ROT_THREE STORE_SUBSCR LOAD_GLOBAL Table LOAD_METHOD wrap LOAD_FAST self LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlPageCount' STORE_NAME __qualname__ LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab5434b420, file "f.py", line 779> LOAD_CONST 'PmlPageCount.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object isSatisfied at 0x7fab5434b270, file "f.py", line 783> LOAD_CONST 'PmlPageCount.isSatisfied' MAKE_FUNCTION STORE_NAME isSatisfied LOAD_CONST (0,) LOAD_CONST <code object drawOn at 0x7fab5434b8a0, file "f.py", line 788> LOAD_CONST 'PmlPageCount.drawOn' MAKE_FUNCTION STORE_NAME drawOn LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR second_round LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR second_round STORE_FAST s LOAD_CONST True LOAD_FAST self STORE_ATTR second_round LOAD_FAST s RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlTableOfContents' STORE_NAME __qualname__ LOAD_CONST <code object wrap at 0x7fab5434b930, file "f.py", line 793> LOAD_CONST 'PmlTableOfContents.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST None RETURN_VALUE LOAD_FAST availWidth LOAD_FAST self LOAD_ATTR rightColumnWidth BINARY_SUBTRACT LOAD_FAST self LOAD_ATTR rightColumnWidth BUILD_TUPLE STORE_FAST widths LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _lastEntries CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (0, 'Placeholder for table of contents', 0) BUILD_LIST STORE_FAST _tempEntries JUMP_FORWARD to 44 LOAD_FAST self LOAD_ATTR _lastEntries STORE_FAST _tempEntries LOAD_CONST 0 STORE_FAST lastMargin BUILD_LIST STORE_FAST tableData LOAD_CONST ('VALIGN', (0, 0), (-1, -1), 'TOP') LOAD_CONST ('LEFTPADDING', (0, 0), (-1, -1), 0) LOAD_CONST ('RIGHTPADDING', (0, 0), (-1, -1), 0) LOAD_CONST ('TOPPADDING', (0, 0), (-1, -1), 0) LOAD_CONST ('BOTTOMPADDING', (0, 0), (-1, -1), 0) BUILD_LIST STORE_FAST tableStyle SETUP_LOOP to 218 LOAD_GLOBAL enumerate LOAD_FAST _tempEntries CALL_FUNCTION GET_ITER FOR_ITER to 216 UNPACK_SEQUENCE STORE_FAST i STORE_FAST entry LOAD_FAST entry LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST level STORE_FAST text STORE_FAST pageNum LOAD_FAST self LOAD_ATTR levelStyles LOAD_FAST level BINARY_SUBSCR STORE_FAST leftColStyle LOAD_FAST i POP_JUMP_IF_FALSE LOAD_FAST tableStyle LOAD_METHOD append LOAD_CONST 'TOPPADDING' LOAD_CONST 0 LOAD_FAST i BUILD_TUPLE LOAD_CONST -1 LOAD_FAST i BUILD_TUPLE LOAD_GLOBAL max LOAD_FAST lastMargin LOAD_FAST leftColStyle LOAD_ATTR spaceBefore CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST leftColStyle LOAD_ATTR spaceAfter STORE_FAST lastMargin LOAD_GLOBAL ParagraphStyle LOAD_CONST 'leftColLevel%d' LOAD_FAST level BINARY_MODULO LOAD_FAST leftColStyle LOAD_CONST 0 LOAD_GLOBAL TA_RIGHT LOAD_CONST ('name', 'parent', 'leftIndent', 'alignment') CALL_FUNCTION STORE_FAST rightColStyle LOAD_GLOBAL Paragraph LOAD_FAST text LOAD_FAST leftColStyle CALL_FUNCTION STORE_FAST leftPara LOAD_GLOBAL Paragraph LOAD_GLOBAL str LOAD_FAST pageNum CALL_FUNCTION LOAD_FAST rightColStyle CALL_FUNCTION STORE_FAST rightPara LOAD_FAST tableData LOAD_METHOD append LOAD_FAST leftPara LOAD_FAST rightPara BUILD_LIST CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Table LOAD_FAST tableData LOAD_FAST widths LOAD_GLOBAL TableStyle LOAD_FAST tableStyle CALL_FUNCTION LOAD_CONST ('colWidths', 'style') CALL_FUNCTION LOAD_FAST self STORE_ATTR _table LOAD_FAST self LOAD_ATTR _table LOAD_METHOD wrapOn LOAD_FAST self LOAD_ATTR canv LOAD_FAST availWidth LOAD_FAST availHeight CALL_METHOD UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR width LOAD_FAST self STORE_ATTR height LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlRightPageBreak' STORE_NAME __qualname__ LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab5434bf60, file "f.py", line 841> LOAD_CONST 'PmlRightPageBreak.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object wrap at 0x7fab5434b6f0, file "f.py", line 844> LOAD_CONST 'PmlRightPageBreak.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR canv LOAD_METHOD getPageNumber CALL_METHOD LOAD_CONST 2 BINARY_MODULO POP_JUMP_IF_TRUE LOAD_FAST availWidth LOAD_FAST self STORE_ATTR width LOAD_FAST availHeight LOAD_FAST self STORE_ATTR height LOAD_FAST availWidth LOAD_FAST availHeight BUILD_TUPLE RETURN_VALUE LOAD_CONST 0 DUP_TOP LOAD_FAST self STORE_ATTR width LOAD_FAST self STORE_ATTR height LOAD_CONST (0, 0) RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlLeftPageBreak' STORE_NAME __qualname__ LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab5434bed0, file "f.py", line 854> LOAD_CONST 'PmlLeftPageBreak.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object wrap at 0x7fab5434b4b0, file "f.py", line 857> LOAD_CONST 'PmlLeftPageBreak.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR canv LOAD_METHOD getPageNumber CALL_METHOD LOAD_CONST 2 BINARY_MODULO POP_JUMP_IF_FALSE LOAD_FAST availWidth LOAD_FAST self STORE_ATTR width LOAD_FAST availHeight LOAD_FAST self STORE_ATTR height LOAD_FAST availWidth LOAD_FAST availHeight BUILD_TUPLE RETURN_VALUE LOAD_CONST 0 DUP_TOP LOAD_FAST self STORE_ATTR width LOAD_FAST self STORE_ATTR height LOAD_CONST (0, 0) RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PmlInput' STORE_NAME __qualname__ LOAD_CONST ('text', 10, 10, '', None, 0) LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab5434b780, file "f.py", line 867> LOAD_CONST 'PmlInput.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object wrap at 0x7fab5434bd20, file "f.py", line 885> LOAD_CONST 'PmlInput.wrap' MAKE_FUNCTION STORE_NAME wrap LOAD_CONST <code object draw at 0x7fab5434b660, file "f.py", line 888> LOAD_CONST 'PmlInput.draw' MAKE_FUNCTION STORE_NAME draw LOAD_CONST None RETURN_VALUE LOAD_FAST width LOAD_FAST self STORE_ATTR width LOAD_FAST height LOAD_FAST self STORE_ATTR height LOAD_FAST input_type LOAD_FAST self STORE_ATTR type LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST default LOAD_FAST self STORE_ATTR default LOAD_FAST options LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST options JUMP_FORWARD to 44 BUILD_LIST LOAD_FAST self STORE_ATTR options LOAD_FAST multiline LOAD_FAST self STORE_ATTR multiline LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR canv STORE_FAST c LOAD_FAST c LOAD_METHOD saveState CALL_METHOD POP_TOP LOAD_FAST c LOAD_METHOD setFont LOAD_CONST 'Helvetica' LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR type LOAD_CONST 'text' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pdfform LOAD_ATTR textFieldRelative LOAD_FAST c LOAD_FAST self LOAD_ATTR name LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height LOAD_FAST self LOAD_ATTR multiline LOAD_CONST ('multiline',) CALL_FUNCTION POP_TOP LOAD_FAST c LOAD_METHOD rect LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height CALL_METHOD POP_TOP JUMP_FORWARD to 268 LOAD_FAST self LOAD_ATTR type LOAD_CONST 'radio' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST c LOAD_METHOD rect LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height CALL_METHOD POP_TOP JUMP_FORWARD to 268 LOAD_FAST self LOAD_ATTR type LOAD_CONST 'checkbox' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR default POP_JUMP_IF_FALSE LOAD_GLOBAL pdfform LOAD_METHOD buttonFieldRelative LOAD_FAST c LOAD_FAST self LOAD_ATTR name LOAD_CONST 'Yes' LOAD_CONST 0 LOAD_CONST 0 CALL_METHOD POP_TOP JUMP_FORWARD to 180 LOAD_GLOBAL pdfform LOAD_METHOD buttonFieldRelative LOAD_FAST c LOAD_FAST self LOAD_ATTR name LOAD_CONST 'Off' LOAD_CONST 0 LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST c LOAD_METHOD rect LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height CALL_METHOD POP_TOP JUMP_FORWARD to 268 LOAD_FAST self LOAD_ATTR type LOAD_CONST 'select' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pdfform LOAD_METHOD selectFieldRelative LOAD_FAST c LOAD_FAST self LOAD_ATTR name LOAD_FAST self LOAD_ATTR default LOAD_FAST self LOAD_ATTR options LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height CALL_METHOD POP_TOP LOAD_FAST c LOAD_METHOD rect LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST self LOAD_ATTR width LOAD_FAST self LOAD_ATTR height CALL_METHOD POP_TOP LOAD_FAST c LOAD_METHOD restoreState CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import annotations import contextlib import copy import logging import sys from hashlib import md5 from html import escape as html_escape from io import BytesIO, StringIO from typing import TYPE_CHECKING, ClassVar, Iterator from uuid import uuid4 from PIL import Image as PILImage from PIL import UnidentifiedImageError from PIL.Image import Image from reportlab.lib.enums import TA_RIGHT from reportlab.lib.styles import ParagraphStyle from reportlab.lib.utils import LazyImageReader, flatten, haveImages, open_for_read from reportlab.pdfbase import pdfform from reportlab.platypus.doctemplate import ( BaseDocTemplate, IndexingFlowable, PageTemplate, ) from reportlab.platypus.flowables import ( CondPageBreak, Flowable, KeepInFrame, ParagraphAndImage, ) from reportlab.platypus.tableofcontents import TableOfContents from reportlab.platypus.tables import Table, TableStyle from reportlab.rl_config import register_reset from xhtml2pdf.builders.watermarks import WaterMarks from xhtml2pdf.files import pisaFileObject, pisaTempFile from xhtml2pdf.reportlab_paragraph import Paragraph from xhtml2pdf.util import ImageWarning, getBorderStyle if TYPE_CHECKING: from reportlab.graphics.shapes import Drawing from reportlab.pdfgen.canvas import Canvas try: from reportlab.graphics import renderPM from svglib.svglib import svg2rlg except ImportError: svg2rlg = None renderPM = None log = logging.getLogger(__name__) MAX_IMAGE_RATIO: float = 0.95 PRODUCER: str = "xhtml2pdf <https://github.com/xhtml2pdf/xhtml2pdf/>" class PTCycle(list): def __init__(self) -> None: self._restart: int = 0 self._idx: int = 0 super().__init__() def cyclicIterator(self) -> Iterator: while 1: yield self[self._idx] self._idx += 1 if self._idx >= len(self): self._idx = self._restart class PmlMaxHeightMixIn: def setMaxHeight(self, availHeight: int) -> int: self.availHeightValue: int = availHeight if availHeight < 70000 and hasattr(self, "canv"): if not hasattr(self.canv, "maxAvailHeightValue"): self.canv.maxAvailHeightValue = 0 self.availHeightValue = self.canv.maxAvailHeightValue = max( availHeight, self.canv.maxAvailHeightValue ) return self.availHeightValue def getMaxHeight(self) -> int: return self.availHeightValue if hasattr(self, "availHeightValue") else 0 class PmlBaseDoc(BaseDocTemplate): """We use our own document template to get access to the canvas and set some information once.""" def beforePage(self) -> None: self.canv._doc.info.producer = PRODUCER """ author = toString(self.pml_data.get("author", "")).encode("ascii","ignore") subject = toString(self.pml_data.get("subject", "")).encode("ascii","ignore") title = toString(self.pml_data.get("title", "")).encode("ascii","ignore") self.canv.setAuthor(author) self.canv.setSubject(subject) self.canv.setTitle(title) if self.pml_data.get("fullscreen", 0): self.canv.showFullScreen0() if self.pml_data.get("showoutline", 0): self.canv.showOutline() if self.pml_data.get("duration", None) is not None: self.canv.setPageDuration(self.pml_data["duration"]) """ def afterFlowable(self, flowable: Flowable) -> None: if getattr(flowable, "outline", False): self.notify( "TOCEntry", ( flowable.outlineLevel, html_escape(copy.deepcopy(flowable.text), quote=True), self.page, ), ) def handle_nextPageTemplate(self, pt: str | int | list | tuple) -> None: """If pt has also templates for even and odd page convert it to list.""" has_left_template: bool = self._has_template_for_name(f"{pt}_left") has_right_template: bool = self._has_template_for_name(f"{pt}_right") if has_left_template and has_right_template: pt = [f"{pt}_left", f"{pt}_right"] """On endPage change to the page template with name or index pt""" if isinstance(pt, str): if hasattr(self, "_nextPageTemplateCycle"): del self._nextPageTemplateCycle for t in self.pageTemplates: if t.id == pt: self._nextPageTemplateIndex: int = self.pageTemplates.index(t) return msg = f"can't find template('{pt}')" raise ValueError(msg) if isinstance(pt, int): if hasattr(self, "_nextPageTemplateCycle"): del self._nextPageTemplateCycle self._nextPageTemplateIndex = pt elif isinstance(pt, (list, tuple)): c: PTCycle = PTCycle() for ptn in pt: if ptn == "*": c._restart = len(c) continue for t in self.pageTemplates: sys.exit() if t.id == ptn.strip(): c.append(t) break if not c: msg = "No valid page templates in cycle" raise ValueError(msg) if c._restart > len(c): msg = "Invalid cycle restart position" raise ValueError(msg) self._nextPageTemplateCycle: PageTemplate = c.cyclicIterator() else: msg = "Argument pt should be string or integer or list" raise TypeError(msg) def _has_template_for_name(self, name: str) -> bool: return any(template.id == name.strip() for template in self.pageTemplates) class PmlPageTemplate(PageTemplate): PORTRAIT: str = "portrait" LANDSCAPE: str = "landscape" pageorientation: str = PORTRAIT def __init__(self, **kw) -> None: self.pisaStaticList: list = [] self.pisaBackgroundList: list[tuple] = [] self.pisaBackground = None super().__init__(**kw) self._page_count: int = 0 self._first_flow: bool = True self.img = None self.ph: int = 0 self.h: int = 0 self.w: int = 0 self.backgroundids: list[int] = [] def isFirstFlow(self, canvas: Canvas) -> bool: if self._first_flow: if canvas.getPageNumber() <= self._page_count: self._first_flow = False else: self._page_count = canvas.getPageNumber() canvas._doctemplate._page_count = canvas.getPageNumber() return self._first_flow def isPortrait(self) -> bool: return self.pageorientation == self.PORTRAIT def isLandscape(self) -> bool: return self.pageorientation == self.LANDSCAPE def beforeDrawPage(self, canvas: Canvas, doc): canvas.saveState() try: if doc.pageTemplate.id not in self.backgroundids: pisaBackground = None if ( hasattr(self, "pisaBackground") and self.pisaBackground and (not self.pisaBackground.notFound()) ): if self.pisaBackground.getMimeType().startswith("image/"): pisaBackground = WaterMarks.generate_pdf_background( self.pisaBackground, self.pagesize, is_portrait=self.isPortrait(), context=self.backgroundContext, ) else: pisaBackground = self.pisaBackground self.backgroundids.append(doc.pageTemplate.id) if pisaBackground: self.pisaBackgroundList.append( (canvas.getPageNumber(), pisaBackground, self.backgroundContext) ) def pageNumbering(objList): for obj in flatten(objList): if isinstance(obj, PmlParagraph): for frag in obj.frags: if frag.pageNumber: frag.text = str(pagenumber) elif frag.pageCount: frag.text = str(canvas._doctemplate._page_count) elif isinstance(obj, PmlTable): flat_cells = [ item for sublist in obj._cellvalues for item in sublist ] pageNumbering(flat_cells) try: pagenumber = canvas.getPageNumber() if pagenumber > self._page_count: self._page_count = canvas.getPageNumber() canvas._doctemplate._page_count = canvas.getPageNumber() for frame in self.pisaStaticList: frame_copy = copy.deepcopy(frame) story = frame_copy.pisaStaticStory pageNumbering(story) frame_copy.addFromList(story, canvas) except Exception: # TODO: Kill this! log.debug("PmlPageTemplate", exc_info=True) finally: canvas.restoreState() _ctr: int = 1 class PmlImageReader: # TODO We need a factory here, returning either a class for java or a class for PIL """Wraps up either PIL or Java to get data from bitmaps.""" _cache: ClassVar[dict] = {} use_cache: bool = False use_lazy_loader: bool = False process_internal_files: bool = False def __init__(self, fileName: PmlImage | Image | str) -> None: if isinstance(fileName, PmlImage): self.__dict__ = fileName.__dict__ # borgize return self.fileName: PmlImage | Image | str = fileName or f"PILIMAGE_{id(self)}" self._image: Image = None self._width: int | None = None self._height: int | None = None self._transparent = None self._data: bytes | str | None = None self._dataA: PmlImageReader | None = None self.fp: BytesIO | StringIO | None = None if Image and isinstance(fileName, Image): self._image = fileName self.fp = getattr(fileName, "fp", None) else: try: self.fp = open_for_read(fileName, "b") if self.process_internal_files and isinstance(self.fp, StringIO): data: str = self.fp.read() with contextlib.suppress(Exception): self.fp.close() if self.use_cache: if not self._cache: register_reset(self._cache.clear) cache_key = md5(data.encode("utf8")).digest() data = self._cache.setdefault(cache_key, data) self.fp = StringIO(data) elif self.use_lazy_loader and isinstance(fileName, str): self.fp.close() del self.fp # will become a property in the next statement self.__class__ = LazyImageReader if haveImages: if not self._image: self._image = self._read_image(self.fp) if getattr(self._image, "format", None) == "JPEG": self.jpeg_fh = self._jpeg_fh else: from reportlab.pdfbase.pdfutils import readJPEGInfo try: self._width, self._height, c = readJPEGInfo(self.fp) except Exception as e: msg = ( "Imaging Library not available, unable to import bitmaps" " only jpegs" ) raise ImageWarning(msg) from e self.jpeg_fh = self._jpeg_fh self._data = self.fp.read() self.fp.seek(0) except UnidentifiedImageError as e: msg = "Cannot identify image file" raise ImageWarning(msg) from e @staticmethod def _read_image(fp) -> Image: if sys.platform[:4] == "java": from java.io import ByteArrayInputStream from javax.imageio import ImageIO input_stream = ByteArrayInputStream(fp.read()) return ImageIO.read(input_stream) return PILImage.open(fp) def _jpeg_fh(self) -> BytesIO | StringIO | None: fp = self.fp if isinstance(fp, (BytesIO, StringIO)): fp.seek(0) return fp def jpeg_fh(self) -> BytesIO | StringIO | None: # noqa: PLR6301 """Might be replaced with _jpeg_fh in some cases""" return None def getSize(self) -> tuple[int, int]: if self._width is None or self._height is None: if sys.platform[:4] == "java": self._width = self._image.getWidth() self._height = self._image.getHeight() else: self._width, self._height = self._image.size if TYPE_CHECKING: assert self._width is not None and self._height is not None return self._width, self._height def getRGBData(self) -> bytes | str: """Return byte array of RGB data as string.""" if self._data is None: self._dataA = None if sys.platform[:4] == "java": import jarray # TODO: Move to top. from java.awt.image import PixelGrabber width, height = self.getSize() buffer = jarray.zeros(width * height, "i") pg: PixelGrabber = PixelGrabber( self._image, 0, 0, width, height, buffer, 0, width ) pg.grabPixels() pixels: list[str] = [] a = pixels.append for rgb in buffer: a(chr((rgb >> 16) & 0xFF)) a(chr((rgb >> 8) & 0xFF)) a(chr(rgb & 0xFF)) self._data = "".join(pixels) self.mode = "RGB" else: im = self._image mode = self.mode = im.mode if mode == "RGBA": im.load() self._dataA = PmlImageReader(im.split()[3]) im = im.convert("RGB") self.mode = "RGB" elif mode not in ("L", "RGB", "CMYK"): im = im.convert("RGB") self.mode = "RGB" self._data = im.tobytes() if hasattr(im, "tobytes") else im.tostring() return self._data def getImageData(self): width, height = self.getSize() return width, height, self.getRGBData() def getTransparent(self): if sys.platform[:4] == "java": return None if "transparency" in self._image.info: transparency = self._image.info["transparency"] * 3 palette = self._image.palette if hasattr(palette, "palette"): palette = palette.palette elif hasattr(palette, "data"): palette = palette.data else: return None try: return list(palette[transparency : transparency + 3]) except Exception as e: log.debug(str(e), exc_info=e) return None else: return None def __str__(self) -> str: if isinstance(self.fileName, (PmlImage, Image, BytesIO)): fn = self.fileName.read() or id(self) return f"PmlImageObject_{hash(fn)}" return str(self.fileName or id(self)) class PmlImage(Flowable, PmlMaxHeightMixIn): def __init__( self, data: pisaFileObject | pisaTempFile | bytes, src: str | None = None, width: int | None = None, height: int | None = None, mask: str = "auto", mimetype: str | None = None, **kw: dict, ) -> None: self.kw: dict = kw self.hAlign: str = "CENTER" self._mask: str = mask self._imgdata: bytes = b"" if isinstance(data, bytes): self._imgdata = data elif isinstance(data, pisaTempFile): self._imgdata = data.getvalue() elif isinstance(data, pisaFileObject): self._imgdata = data.getData() or b"" self.src: str | None = src self.mimetype: str | None = mimetype drawing = self.getDrawing() self.imageWidth: float = 0.0 self.imageHeight: float = 0.0 if drawing: _, _, self.imageWidth, self.imageHeight = drawing.getBounds() or ( 0, 0, 0, 0, ) else: img = self.getImage() if img: self.imageWidth, self.imageHeight = img.getSize() self.drawWidth: float = width or self.imageWidth self.drawHeight: float = height or self.imageHeight def wrap(self, availWidth, availHeight): """ Resize the image if necessary. This can be called more than once! Do not overwrite important data like drawWidth. """ availHeight = self.setMaxHeight(availHeight) width = min(self.drawWidth, availWidth) wfactor = float(width) / self.drawWidth height = min(self.drawHeight, availHeight * MAX_IMAGE_RATIO) hfactor = float(height) / self.drawHeight factor = min(wfactor, hfactor) self.dWidth = self.drawWidth * factor self.dHeight = self.drawHeight * factor return self.dWidth, self.dHeight def getDrawing( self, width: float | None = None, height: float | None = None ) -> Drawing | None: """If this image is a vector image and the library is available, returns a ReportLab Drawing.""" if svg2rlg: try: drawing = svg2rlg(BytesIO(self._imgdata)) except Exception: return None if drawing: scale_x = 1 scale_y = 1 try: if getattr(self, "drawWidth", None) is not None: if width is None: width = self.drawWidth scale_x = width / drawing.width if getattr(self, "drawHeight", None) is not None: if height is None: height = self.drawHeight scale_y = height / drawing.height if scale_x != 1 or scale_y != 1: drawing.scale(scale_x, scale_y) except ZeroDivisionError: log.warning( "SVG drawing could not be resized: %r", self.src or self._imgdata[:50], ) return drawing return None def getDrawingRaster(self) -> BytesIO | None: """If this image is a vector image and the libraries are available, returns a PNG raster.""" if svg2rlg and renderPM: svg: Drawing = self.getDrawing() if svg: imgdata = BytesIO() renderPM.drawToFile(svg, imgdata, fmt="PNG") return imgdata return None def getImage(self) -> PmlImageReader: """Return a raster image.""" vectorRaster = self.getDrawingRaster() imgdata = vectorRaster or BytesIO(self._imgdata) return PmlImageReader(imgdata) def draw(self) -> None: img = self.getImage() self.canv.drawImage(img, 0, 0, self.dWidth, self.dHeight, mask=self._mask) def identity(self, maxLen=None): return Flowable.identity(self, maxLen) class PmlParagraphAndImage(ParagraphAndImage, PmlMaxHeightMixIn): def wrap(self, availWidth, availHeight): self.I.canv = self.canv result = ParagraphAndImage.wrap(self, availWidth, availHeight) del self.I.canv return result def split(self, availWidth, availHeight): if not hasattr(self, "wI"): self.wI, self.hI = self.I.wrap( availWidth, availHeight ) # drawWidth, self.I.drawHeight return ParagraphAndImage.split(self, availWidth, availHeight) class PmlParagraph(Paragraph, PmlMaxHeightMixIn): def _calcImageMaxSizes(self, availWidth, availHeight): self.hasImages = False for frag in self.frags: if hasattr(frag, "cbDefn") and frag.cbDefn.kind == "img": img = frag.cbDefn if img.width > 0 and img.height > 0: self.hasImages = True width = min(img.width, availWidth) wfactor = float(width) / img.width height = min( img.height, availHeight * MAX_IMAGE_RATIO ) # XXX 99% because 100% do not work... hfactor = float(height) / img.height factor = min(wfactor, hfactor) img.height *= factor img.width *= factor def wrap(self, availWidth, availHeight): availHeight = self.setMaxHeight(availHeight) style = self.style self.deltaWidth = ( style.paddingLeft + style.paddingRight + style.borderLeftWidth + style.borderRightWidth ) self.deltaHeight = ( style.paddingTop + style.paddingBottom + style.borderTopWidth + style.borderBottomWidth ) availWidth -= self.deltaWidth availHeight -= self.deltaHeight self._calcImageMaxSizes(availWidth, availHeight) Paragraph.wrap(self, availWidth, availHeight) self.width = self.width + self.deltaWidth self.height = self.height + self.deltaHeight return self.width, self.height def split(self, availWidth, availHeight): if len(self.frags) <= 0: return [] if not hasattr(self, "deltaWidth"): self.wrap(availWidth, availHeight) availWidth -= self.deltaWidth availHeight -= self.deltaHeight return Paragraph.split(self, availWidth, availHeight) def draw(self): if getattr(self, "outline", False): last = getattr(self.canv, "outlineLast", -1) + 1 while last < self.outlineLevel: key = uuid4().hex self.canv.bookmarkPage(key) self.canv.addOutlineEntry(self.text, key, last, not self.outlineOpen) last += 1 self.canv.outlineLast = self.outlineLevel key = uuid4().hex self.canv.bookmarkPage(key) self.canv.addOutlineEntry( self.text, key, self.outlineLevel, not self.outlineOpen ) last += 1 canvas = self.canv style = self.style bg = style.backColor leftIndent = style.leftIndent bp = 0 # style.borderPadding x = leftIndent - bp y = -bp w = self.width - (leftIndent + style.rightIndent) + 2 * bp h = self.height + 2 * bp if bg: canvas.saveState() canvas.setFillColor(bg) canvas.rect(x, y, w, h, fill=1, stroke=0) canvas.restoreState() style.backColor = None canvas.saveState() canvas.translate( (style.paddingLeft + style.borderLeftWidth), -1 * (style.paddingTop + style.borderTopWidth), ) # + (style.leading / 4))) Paragraph.draw(self) canvas.restoreState() style.backColor = bg canvas.saveState() def _drawBorderLine(bstyle, width, color, x1, y1, x2, y2): if width and getBorderStyle(bstyle): if color is None: color = style.textColor if color is not None: canvas.setStrokeColor(color) canvas.setLineWidth(width) canvas.line(x1, y1, x2, y2) _drawBorderLine( style.borderLeftStyle, style.borderLeftWidth, style.borderLeftColor, x, y, x, y + h, ) _drawBorderLine( style.borderRightStyle, style.borderRightWidth, style.borderRightColor, x + w, y, x + w, y + h, ) _drawBorderLine( style.borderTopStyle, style.borderTopWidth, style.borderTopColor, x, y + h, x + w, y + h, ) _drawBorderLine( style.borderBottomStyle, style.borderBottomWidth, style.borderBottomColor, x, y, x + w, y, ) canvas.restoreState() class PmlKeepInFrame(KeepInFrame, PmlMaxHeightMixIn): def wrap(self, availWidth, availHeight): availWidth = max(availWidth, 1.0) availHeight = max(availHeight, 1.0) self.maxWidth = availWidth self.maxHeight = self.setMaxHeight(availHeight) return KeepInFrame.wrap(self, availWidth, availHeight) class PmlTable(Table, PmlMaxHeightMixIn): @staticmethod def _normWidth(w, maxw): """Normalize width when using percentages.""" if isinstance(w, str): w = (maxw / 100.0) * float(w[:-1]) elif (w is None) or (w == "*"): w = maxw return min(w, maxw) def _listCellGeom(self, V, w, s, W=None, H=None, aH=72000): if aH == 72000: aH = self.getMaxHeight() or aH return Table._listCellGeom(self, V, w, s, W=W, H=H, aH=aH) def wrap(self, availWidth, availHeight): self.setMaxHeight(availHeight) if not hasattr(self, "totalWidth"): self.totalWidth = availWidth totalWidth = self._normWidth(self.totalWidth, availWidth) remainingWidth = totalWidth remainingCols = 0 newColWidths = self._colWidths for i, colWidth in enumerate(newColWidths): if colWidth is not None: newColWidth = self._normWidth(colWidth, totalWidth) remainingWidth -= newColWidth else: remainingCols += 1 newColWidth = None newColWidths[i] = newColWidth minCellWidth = totalWidth * 0.01 if remainingCols > 0: for i, colWidth in enumerate(newColWidths): if colWidth is None: newColWidths[i] = max( minCellWidth, remainingWidth / remainingCols ) # - 0.1 if sum(newColWidths) > totalWidth: quotient = totalWidth / sum(newColWidths) for i in range(len(newColWidths)): newColWidths[i] = newColWidths[i] * quotient diff = sum(newColWidths) - totalWidth if diff > 0: newColWidths[0] -= diff return Table.wrap(self, availWidth, availHeight) class PmlPageCount(IndexingFlowable): def __init__(self) -> None: super().__init__() self.second_round = False def isSatisfied(self): s = self.second_round self.second_round = True return s def drawOn(self, canvas, x, y, _sW=0): pass class PmlTableOfContents(TableOfContents): def wrap(self, availWidth, availHeight): """All table properties should be known by now.""" widths = (availWidth - self.rightColumnWidth, self.rightColumnWidth) if len(self._lastEntries) == 0: _tempEntries = [(0, "Placeholder for table of contents", 0)] else: _tempEntries = self._lastEntries lastMargin = 0 tableData = [] tableStyle = [ ("VALIGN", (0, 0), (-1, -1), "TOP"), ("LEFTPADDING", (0, 0), (-1, -1), 0), ("RIGHTPADDING", (0, 0), (-1, -1), 0), ("TOPPADDING", (0, 0), (-1, -1), 0), ("BOTTOMPADDING", (0, 0), (-1, -1), 0), ] for i, entry in enumerate(_tempEntries): level, text, pageNum = entry[:3] leftColStyle = self.levelStyles[level] if i: # Not for first element tableStyle.append( ( "TOPPADDING", (0, i), (-1, i), max(lastMargin, leftColStyle.spaceBefore), ) ) lastMargin = leftColStyle.spaceAfter rightColStyle = ParagraphStyle( name="leftColLevel%d" % level, parent=leftColStyle, leftIndent=0, alignment=TA_RIGHT, ) leftPara = Paragraph(text, leftColStyle) rightPara = Paragraph(str(pageNum), rightColStyle) tableData.append([leftPara, rightPara]) self._table = Table(tableData, colWidths=widths, style=TableStyle(tableStyle)) self.width, self.height = self._table.wrapOn(self.canv, availWidth, availHeight) return self.width, self.height class PmlRightPageBreak(CondPageBreak): def __init__(self) -> None: pass def wrap(self, availWidth, availHeight): if not self.canv.getPageNumber() % 2: self.width = availWidth self.height = availHeight return availWidth, availHeight self.width = self.height = 0 return 0, 0 class PmlLeftPageBreak(CondPageBreak): def __init__(self) -> None: pass def wrap(self, availWidth, availHeight): if self.canv.getPageNumber() % 2: self.width = availWidth self.height = availHeight return availWidth, availHeight self.width = self.height = 0 return 0, 0 class PmlInput(Flowable): def __init__( self, name, input_type="text", width=10, height=10, default="", options=None, multiline=0, ) -> None: self.width = width self.height = height self.type = input_type self.name = name self.default = default self.options = options if options is not None else [] self.multiline = multiline def wrap(self, *args): return self.width, self.height def draw(self): c = self.canv c.saveState() c.setFont("Helvetica", 10) if self.type == "text": pdfform.textFieldRelative( c, self.name, 0, 0, self.width, self.height, multiline=self.multiline ) c.rect(0, 0, self.width, self.height) elif self.type == "radio": c.rect(0, 0, self.width, self.height) elif self.type == "checkbox": if self.default: pdfform.buttonFieldRelative(c, self.name, "Yes", 0, 0) else: pdfform.buttonFieldRelative(c, self.name, "Off", 0, 0) c.rect(0, 0, self.width, self.height) elif self.type == "select": pdfform.selectFieldRelative( c, self.name, self.default, self.options, 0, 0, self.width, self.height ) c.rect(0, 0, self.width, self.height) c.restoreState()
data/xhtml2pdf-0.2.15/xhtml2pdf/xhtml2pdf_reportlab.py
17,153
9,027
141,635
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME string STORE_NAME string LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.config STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.loader STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.modules.boto_cognitoidentity IMPORT_FROM modules ROT_TWO POP_TOP IMPORT_FROM boto_cognitoidentity STORE_NAME boto_cognitoidentity POP_TOP LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME salt.utils.versions IMPORT_FROM Version STORE_NAME Version POP_TOP LOAD_CONST 0 LOAD_CONST ('LoaderModuleMockMixin',) IMPORT_NAME tests.support.mixins IMPORT_FROM LoaderModuleMockMixin STORE_NAME LoaderModuleMockMixin POP_TOP LOAD_CONST 0 LOAD_CONST ('MagicMock', 'patch') IMPORT_NAME tests.support.mock IMPORT_FROM MagicMock STORE_NAME MagicMock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST ('TestCase',) IMPORT_NAME tests.support.unit IMPORT_FROM TestCase STORE_NAME TestCase POP_TOP SETUP_EXCEPT to 148 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME boto3 STORE_NAME boto3 LOAD_CONST 0 LOAD_CONST ('ClientError',) IMPORT_NAME botocore.exceptions IMPORT_FROM ClientError STORE_NAME ClientError POP_TOP LOAD_CONST True STORE_NAME HAS_BOTO POP_BLOCK JUMP_FORWARD to 172 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_BOTO POP_EXCEPT JUMP_FORWARD to 172 END_FINALLY LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_fips_enabled_platform BUILD_LIST STORE_NAME pytestmark LOAD_CONST '1.2.1' STORE_NAME required_boto3_version LOAD_CONST 'us-east-1' STORE_NAME region LOAD_CONST 'GKTADJGHEIQSXMKKRBJ08H' STORE_NAME access_key LOAD_CONST 'askdjghsdfjkghWupUjasdflkdfklgjsdfjajkghs' STORE_NAME secret_key LOAD_NAME region LOAD_NAME access_key LOAD_NAME secret_key BUILD_MAP LOAD_CONST ('region', 'key', 'keyid', 'profile') BUILD_CONST_KEY_MAP STORE_NAME conn_parameters LOAD_CONST 'An error occurred (101) when calling the {0} operation: Test-defined error' STORE_NAME error_message LOAD_CONST 'Error' LOAD_CONST 101 LOAD_CONST 'Test-defined error' LOAD_CONST ('Code', 'Message') BUILD_CONST_KEY_MAP BUILD_MAP STORE_NAME error_content LOAD_CONST 'first_pool_id' STORE_NAME first_pool_id LOAD_CONST 'first_pool' STORE_NAME first_pool_name LOAD_CONST 'second_pool_id' STORE_NAME second_pool_id LOAD_CONST 'second_pool' STORE_NAME second_pool_name LOAD_CONST 'second_pool_updated' STORE_NAME second_pool_name_updated LOAD_CONST 'third_pool_id' STORE_NAME third_pool_id LOAD_NAME first_pool_name STORE_NAME third_pool_name LOAD_NAME dict LOAD_NAME dict LOAD_NAME first_pool_id LOAD_NAME first_pool_name LOAD_CONST ('IdentityPoolId', 'IdentityPoolName') CALL_FUNCTION LOAD_NAME dict LOAD_NAME second_pool_id LOAD_NAME second_pool_name LOAD_CONST ('IdentityPoolId', 'IdentityPoolName') CALL_FUNCTION LOAD_NAME dict LOAD_NAME third_pool_id LOAD_NAME third_pool_name LOAD_CONST ('IdentityPoolId', 'IdentityPoolName') CALL_FUNCTION BUILD_LIST LOAD_CONST ('IdentityPools',) CALL_FUNCTION STORE_NAME identity_pools_ret LOAD_NAME dict LOAD_NAME first_pool_id LOAD_NAME first_pool_name LOAD_CONST False LOAD_CONST 'testing123' LOAD_CONST 'testing123' LOAD_CONST 'testing123' LOAD_CONST 'testing123' LOAD_CONST ('accounts.google.com', 'api.twitter.com', 'graph.facebook.com', 'www.amazon.com') BUILD_CONST_KEY_MAP LOAD_CONST 'test_provider' LOAD_CONST 'some_provider_arn' LOAD_CONST 'another_provider_arn' BUILD_LIST LOAD_CONST ('IdentityPoolId', 'IdentityPoolName', 'AllowUnauthenticatedIdentities', 'SupportedLoginProviders', 'DeveloperProviderName', 'OpenIdConnectProviderARNs') CALL_FUNCTION STORE_NAME first_pool_ret LOAD_NAME dict LOAD_NAME first_pool_id LOAD_NAME dict LOAD_CONST 'first_pool_auth_role' LOAD_CONST 'first_pool_unauth_role' LOAD_CONST ('authenticated', 'unauthenticated') CALL_FUNCTION LOAD_CONST ('IdentityPoolId', 'Roles') CALL_FUNCTION STORE_NAME first_pool_role_ret LOAD_NAME dict LOAD_NAME second_pool_id LOAD_NAME second_pool_name LOAD_CONST False LOAD_CONST ('IdentityPoolId', 'IdentityPoolName', 'AllowUnauthenticatedIdentities') CALL_FUNCTION STORE_NAME second_pool_ret LOAD_NAME dict LOAD_NAME third_pool_id LOAD_NAME third_pool_name LOAD_CONST False LOAD_CONST 'test_provider2' LOAD_CONST ('IdentityPoolId', 'IdentityPoolName', 'AllowUnauthenticatedIdentities', 'DeveloperProviderName') CALL_FUNCTION STORE_NAME third_pool_ret LOAD_NAME dict LOAD_NAME third_pool_id LOAD_CONST ('IdentityPoolId',) CALL_FUNCTION STORE_NAME third_pool_role_ret LOAD_NAME dict LOAD_CONST 'default_pool_id' LOAD_CONST 'default_pool_name' LOAD_CONST False LOAD_CONST 'test_provider_default' LOAD_CONST ('IdentityPoolId', 'IdentityPoolName', 'AllowUnauthenticatedIdentities', 'DeveloperProviderName') CALL_FUNCTION STORE_NAME default_pool_ret LOAD_NAME dict LOAD_CONST 'default_pool_id' LOAD_CONST ('IdentityPoolId',) CALL_FUNCTION STORE_NAME default_pool_role_ret LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST <code object _has_required_boto at 0x7fab70078660, file "f.py", line 108> LOAD_CONST '_has_required_boto' MAKE_FUNCTION STORE_NAME _has_required_boto LOAD_BUILD_CLASS LOAD_CONST <code object BotoCognitoIdentityTestCaseBase at 0x7fab00136a50, file "f.py", line 121> LOAD_CONST 'BotoCognitoIdentityTestCaseBase' MAKE_FUNCTION LOAD_CONST 'BotoCognitoIdentityTestCaseBase' LOAD_NAME TestCase LOAD_NAME LoaderModuleMockMixin CALL_FUNCTION STORE_NAME BotoCognitoIdentityTestCaseBase LOAD_BUILD_CLASS LOAD_CONST <code object BotoCognitoIdentityTestCaseMixin at 0x7fab4299cc90, file "f.py", line 151> LOAD_CONST 'BotoCognitoIdentityTestCaseMixin' MAKE_FUNCTION LOAD_CONST 'BotoCognitoIdentityTestCaseMixin' CALL_FUNCTION STORE_NAME BotoCognitoIdentityTestCaseMixin LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME HAS_BOTO LOAD_CONST False COMPARE_OP is LOAD_CONST 'The boto module must be installed.' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME _has_required_boto CALL_FUNCTION LOAD_CONST False COMPARE_OP is LOAD_CONST 'The boto3 module must be greater than or equal to version {}' LOAD_METHOD format LOAD_NAME required_boto3_version CALL_METHOD LOAD_CONST ('reason',) CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object BotoCognitoIdentityTestCase at 0x7fab41decd20, file "f.py", line 155> LOAD_CONST 'BotoCognitoIdentityTestCase' MAKE_FUNCTION LOAD_CONST 'BotoCognitoIdentityTestCase' LOAD_NAME BotoCognitoIdentityTestCaseBase LOAD_NAME BotoCognitoIdentityTestCaseMixin CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME BotoCognitoIdentityTestCase LOAD_CONST None RETURN_VALUE LOAD_GLOBAL HAS_BOTO POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL Version LOAD_GLOBAL boto3 LOAD_ATTR __version__ CALL_FUNCTION LOAD_GLOBAL Version LOAD_GLOBAL required_boto3_version CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BotoCognitoIdentityTestCaseBase' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME conn LOAD_CONST <code object setup_loader_modules at 0x7fab42ba9390, file "f.py", line 124> LOAD_CONST 'BotoCognitoIdentityTestCaseBase.setup_loader_modules' MAKE_FUNCTION STORE_NAME setup_loader_modules LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setUp at 0x7fab42ba99c0, file "f.py", line 131> LOAD_CONST 'BotoCognitoIdentityTestCaseBase.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR config LOAD_ATTR DEFAULT_MINION_OPTS LOAD_METHOD copy CALL_METHOD DUP_TOP LOAD_FAST self STORE_ATTR opts STORE_FAST opts LOAD_GLOBAL salt LOAD_ATTR loader LOAD_ATTR utils LOAD_FAST opts LOAD_CONST 'boto3' LOAD_CONST 'args' LOAD_CONST 'systemd' LOAD_CONST 'path' LOAD_CONST 'platform' BUILD_LIST BUILD_MAP LOAD_CONST ('whitelist', 'context') CALL_FUNCTION STORE_FAST utils LOAD_GLOBAL boto_cognitoidentity LOAD_CONST '__utils__' LOAD_FAST utils BUILD_MAP BUILD_MAP RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD setUp CALL_METHOD POP_TOP LOAD_GLOBAL boto_cognitoidentity LOAD_METHOD __init__ LOAD_FAST self LOAD_ATTR opts CALL_METHOD POP_TOP LOAD_FAST self DELETE_ATTR opts LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab42ba9d20, file "f.py", line 137> LOAD_CONST 'BotoCognitoIdentityTestCaseBase.setUp.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 50 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD LOAD_GLOBAL conn_parameters LOAD_CONST 'key' STORE_SUBSCR LOAD_GLOBAL patch LOAD_CONST 'boto3.session.Session' CALL_FUNCTION LOAD_FAST self STORE_ATTR patcher LOAD_FAST self LOAD_METHOD addCleanup LOAD_FAST self LOAD_ATTR patcher LOAD_ATTR stop CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD addCleanup LOAD_GLOBAL delattr LOAD_FAST self LOAD_CONST 'patcher' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR patcher LOAD_METHOD start CALL_METHOD STORE_FAST mock_session LOAD_FAST mock_session LOAD_ATTR return_value STORE_FAST session_instance LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST self STORE_ATTR conn LOAD_FAST self LOAD_METHOD addCleanup LOAD_GLOBAL delattr LOAD_FAST self LOAD_CONST 'conn' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_FAST session_instance LOAD_ATTR client STORE_ATTR return_value LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST _ LOAD_GLOBAL random LOAD_METHOD choice LOAD_GLOBAL string LOAD_ATTR ascii_lowercase LOAD_GLOBAL string LOAD_ATTR digits BINARY_ADD CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BotoCognitoIdentityTestCaseMixin' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BotoCognitoIdentityTestCase' STORE_NAME __qualname__ LOAD_CONST '\n TestCase for salt.modules.boto_cognitoidentity module\n ' STORE_NAME __doc__ LOAD_CONST <code object _describe_identity_pool_side_effect at 0x7fab4299c6f0, file "f.py", line 169> LOAD_CONST 'BotoCognitoIdentityTestCase._describe_identity_pool_side_effect' MAKE_FUNCTION STORE_NAME _describe_identity_pool_side_effect LOAD_CONST <code object test_that_when_describing_a_named_identity_pool_and_pool_exists_the_describe_identity_pool_method_returns_pools_properties at 0x7fab4299c810, file "f.py", line 177> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_describing_a_named_identity_pool_and_pool_exists_the_describe_identity_pool_method_returns_pools_properties' MAKE_FUNCTION STORE_NAME test_that_when_describing_a_named_identity_pool_and_pool_exists_the_describe_identity_pool_method_returns_pools_properties LOAD_CONST <code object test_that_when_describing_a_identity_pool_by_its_id_and_pool_exists_the_desribe_identity_pool_method_returns_pools_properties at 0x7fab4299c8a0, file "f.py", line 192> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_describing_a_identity_pool_by_its_id_and_pool_exists_the_desribe_identity_pool_method_returns_pools_properties' MAKE_FUNCTION STORE_NAME test_that_when_describing_a_identity_pool_by_its_id_and_pool_exists_the_desribe_identity_pool_method_returns_pools_properties LOAD_CONST <code object test_that_when_describing_a_named_identity_pool_and_pool_does_not_exist_the_describe_identity_pool_method_returns_none at 0x7fab4299c660, file "f.py", line 205> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_describing_a_named_identity_pool_and_pool_does_not_exist_the_describe_identity_pool_method_returns_none' MAKE_FUNCTION STORE_NAME test_that_when_describing_a_named_identity_pool_and_pool_does_not_exist_the_describe_identity_pool_method_returns_none LOAD_CONST <code object test_that_when_describing_a_named_identity_pool_and_error_thrown_the_describe_identity_pool_method_returns_error at 0x7fab4299ced0, file "f.py", line 218> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_describing_a_named_identity_pool_and_error_thrown_the_describe_identity_pool_method_returns_error' MAKE_FUNCTION STORE_NAME test_that_when_describing_a_named_identity_pool_and_error_thrown_the_describe_identity_pool_method_returns_error LOAD_CONST <code object test_that_when_create_identity_pool_the_create_identity_pool_method_returns_created_identity_pool at 0x7fab4299cd20, file "f.py", line 236> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_create_identity_pool_the_create_identity_pool_method_returns_created_identity_pool' MAKE_FUNCTION STORE_NAME test_that_when_create_identity_pool_the_create_identity_pool_method_returns_created_identity_pool LOAD_CONST <code object test_that_when_create_identity_pool_and_error_thrown_the_create_identity_pool_method_returns_error at 0x7fab4299cc00, file "f.py", line 254> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_create_identity_pool_and_error_thrown_the_create_identity_pool_method_returns_error' MAKE_FUNCTION STORE_NAME test_that_when_create_identity_pool_and_error_thrown_the_create_identity_pool_method_returns_error LOAD_CONST <code object test_that_when_delete_identity_pools_with_multiple_matching_pool_names_the_delete_identity_pools_methos_returns_true_and_deleted_count at 0x7fab4299cae0, file "f.py", line 272> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_delete_identity_pools_with_multiple_matching_pool_names_the_delete_identity_pools_methos_returns_true_and_deleted_count' MAKE_FUNCTION STORE_NAME test_that_when_delete_identity_pools_with_multiple_matching_pool_names_the_delete_identity_pools_methos_returns_true_and_deleted_count LOAD_CONST <code object test_that_when_delete_identity_pools_with_no_matching_pool_names_the_delete_identity_pools_method_returns_false at 0x7fab4299c4b0, file "f.py", line 293> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_delete_identity_pools_with_no_matching_pool_names_the_delete_identity_pools_method_returns_false' MAKE_FUNCTION STORE_NAME test_that_when_delete_identity_pools_with_no_matching_pool_names_the_delete_identity_pools_method_returns_false LOAD_CONST <code object test_that_when_delete_identity_pools_and_error_thrown_the_delete_identity_pools_method_returns_false_and_the_error at 0x7fab8013b810, file "f.py", line 309> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_delete_identity_pools_and_error_thrown_the_delete_identity_pools_method_returns_false_and_the_error' MAKE_FUNCTION STORE_NAME test_that_when_delete_identity_pools_and_error_thrown_the_delete_identity_pools_method_returns_false_and_the_error LOAD_CONST <code object _get_identity_pool_roles_side_effect at 0x7fab8013bb70, file "f.py", line 332> LOAD_CONST 'BotoCognitoIdentityTestCase._get_identity_pool_roles_side_effect' MAKE_FUNCTION STORE_NAME _get_identity_pool_roles_side_effect LOAD_CONST <code object test_that_when_get_identity_pool_roles_with_matching_pool_names_the_get_identity_pool_roles_method_returns_pools_role_properties at 0x7fab8013bdb0, file "f.py", line 340> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_get_identity_pool_roles_with_matching_pool_names_the_get_identity_pool_roles_method_returns_pools_role_properties' MAKE_FUNCTION STORE_NAME test_that_when_get_identity_pool_roles_with_matching_pool_names_the_get_identity_pool_roles_method_returns_pools_role_properties LOAD_CONST <code object test_that_when_get_identity_pool_roles_with_no_matching_pool_names_the_get_identity_pool_roles_method_returns_none at 0x7fab8013b420, file "f.py", line 363> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_get_identity_pool_roles_with_no_matching_pool_names_the_get_identity_pool_roles_method_returns_none' MAKE_FUNCTION STORE_NAME test_that_when_get_identity_pool_roles_with_no_matching_pool_names_the_get_identity_pool_roles_method_returns_none LOAD_CONST <code object test_that_when_get_identity_pool_roles_and_error_thrown_due_to_invalid_pool_id_the_get_identity_pool_roles_method_returns_error at 0x7fab8013bae0, file "f.py", line 381> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_get_identity_pool_roles_and_error_thrown_due_to_invalid_pool_id_the_get_identity_pool_roles_method_returns_error' MAKE_FUNCTION STORE_NAME test_that_when_get_identity_pool_roles_and_error_thrown_due_to_invalid_pool_id_the_get_identity_pool_roles_method_returns_error LOAD_CONST <code object test_that_when_set_identity_pool_roles_with_invalid_pool_id_the_set_identity_pool_roles_method_returns_set_false_and_error at 0x7fab8013b4b0, file "f.py", line 400> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_with_invalid_pool_id_the_set_identity_pool_roles_method_returns_set_false_and_error' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_with_invalid_pool_id_the_set_identity_pool_roles_method_returns_set_false_and_error LOAD_CONST <code object test_that_when_set_identity_pool_roles_with_no_roles_specified_the_set_identity_pool_roles_method_unset_the_roles at 0x7fab41dec9c0, file "f.py", line 420> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_with_no_roles_specified_the_set_identity_pool_roles_method_unset_the_roles' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_with_no_roles_specified_the_set_identity_pool_roles_method_unset_the_roles LOAD_CONST <code object test_that_when_set_identity_pool_roles_with_only_auth_role_specified_the_set_identity_pool_roles_method_only_set_the_auth_role at 0x7fab41dec0c0, file "f.py", line 435> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_with_only_auth_role_specified_the_set_identity_pool_roles_method_only_set_the_auth_role' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_with_only_auth_role_specified_the_set_identity_pool_roles_method_only_set_the_auth_role LOAD_CONST <code object test_that_when_set_identity_pool_roles_with_only_unauth_role_specified_the_set_identity_pool_roles_method_only_set_the_unauth_role at 0x7fab41dec270, file "f.py", line 462> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_with_only_unauth_role_specified_the_set_identity_pool_roles_method_only_set_the_unauth_role' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_with_only_unauth_role_specified_the_set_identity_pool_roles_method_only_set_the_unauth_role LOAD_CONST <code object test_that_when_set_identity_pool_roles_with_both_roles_specified_the_set_identity_pool_role_method_set_both_roles at 0x7fab41decf60, file "f.py", line 489> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_with_both_roles_specified_the_set_identity_pool_role_method_set_both_roles' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_with_both_roles_specified_the_set_identity_pool_role_method_set_both_roles LOAD_CONST <code object test_that_when_set_identity_pool_roles_given_invalid_auth_role_the_set_identity_pool_method_returns_set_false_and_error at 0x7fab41decdb0, file "f.py", line 519> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_given_invalid_auth_role_the_set_identity_pool_method_returns_set_false_and_error' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_given_invalid_auth_role_the_set_identity_pool_method_returns_set_false_and_error LOAD_CONST <code object test_that_when_set_identity_pool_roles_given_invalid_unauth_role_the_set_identity_pool_method_returns_set_false_and_error at 0x7fab41dec390, file "f.py", line 539> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_set_identity_pool_roles_given_invalid_unauth_role_the_set_identity_pool_method_returns_set_false_and_error' MAKE_FUNCTION STORE_NAME test_that_when_set_identity_pool_roles_given_invalid_unauth_role_the_set_identity_pool_method_returns_set_false_and_error LOAD_CONST <code object test_that_when_update_identity_pool_given_invalid_pool_id_the_update_identity_pool_method_returns_updated_false_and_error at 0x7fab41dec1e0, file "f.py", line 560> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_invalid_pool_id_the_update_identity_pool_method_returns_updated_false_and_error' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_invalid_pool_id_the_update_identity_pool_method_returns_updated_false_and_error LOAD_CONST <code object test_that_when_update_identity_pool_given_only_valid_pool_id_the_update_identity_pool_method_returns_udpated_identity at 0x7fab41dec300, file "f.py", line 578> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_only_valid_pool_id_the_update_identity_pool_method_returns_udpated_identity' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_only_valid_pool_id_the_update_identity_pool_method_returns_udpated_identity LOAD_CONST <code object test_that_when_update_identity_pool_given_valid_pool_id_and_pool_name_the_update_identity_pool_method_returns_updated_identity_pool at 0x7fab41dece40, file "f.py", line 596> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_valid_pool_id_and_pool_name_the_update_identity_pool_method_returns_updated_identity_pool' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_valid_pool_id_and_pool_name_the_update_identity_pool_method_returns_updated_identity_pool LOAD_CONST <code object test_that_when_update_identity_pool_given_empty_dictionary_for_supported_login_providers_the_update_identity_pool_method_is_called_with_proper_request_params at 0x7fab41dec780, file "f.py", line 616> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_empty_dictionary_for_supported_login_providers_the_update_identity_pool_method_is_called_with_proper_request_params' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_empty_dictionary_for_supported_login_providers_the_update_identity_pool_method_is_called_with_proper_request_params LOAD_CONST <code object test_that_when_update_identity_pool_given_empty_list_for_openid_connect_provider_arns_the_update_identity_pool_method_is_called_with_proper_request_params at 0x7fab41decc00, file "f.py", line 637> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_empty_list_for_openid_connect_provider_arns_the_update_identity_pool_method_is_called_with_proper_request_params' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_empty_list_for_openid_connect_provider_arns_the_update_identity_pool_method_is_called_with_proper_request_params LOAD_CONST <code object test_that_when_update_identity_pool_given_developer_provider_name_when_developer_provider_name_was_set_previously_the_udpate_identity_pool_method_is_called_without_developer_provider_name_param at 0x7fab41decb70, file "f.py", line 660> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_developer_provider_name_when_developer_provider_name_was_set_previously_the_udpate_identity_pool_method_is_called_without_developer_provider_name_param' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_developer_provider_name_when_developer_provider_name_was_set_previously_the_udpate_identity_pool_method_is_called_without_developer_provider_name_param LOAD_CONST <code object test_that_when_update_identity_pool_given_developer_provider_name_is_included_in_the_params_when_associated_for_the_first_time at 0x7fab41dec150, file "f.py", line 682> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_when_update_identity_pool_given_developer_provider_name_is_included_in_the_params_when_associated_for_the_first_time' MAKE_FUNCTION STORE_NAME test_that_when_update_identity_pool_given_developer_provider_name_is_included_in_the_params_when_associated_for_the_first_time LOAD_CONST <code object test_that_the_update_identity_pool_method_handles_exception_from_boto3 at 0x7fab41dec4b0, file "f.py", line 703> LOAD_CONST 'BotoCognitoIdentityTestCase.test_that_the_update_identity_pool_method_handles_exception_from_boto3' MAKE_FUNCTION STORE_NAME test_that_the_update_identity_pool_method_handles_exception_from_boto3 LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL first_pool_id COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL first_pool_ret RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL third_pool_id COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL third_pool_ret RETURN_VALUE LOAD_GLOBAL default_pool_ret RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_FAST self LOAD_ATTR _describe_identity_pool_side_effect LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR describe_identity_pools BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_GLOBAL first_pool_name BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pools' CALL_METHOD LOAD_GLOBAL first_pool_ret LOAD_GLOBAL third_pool_ret BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL third_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR describe_identity_pools BUILD_TUPLE LOAD_CONST '' LOAD_GLOBAL third_pool_id LOAD_CONST ('IdentityPoolName', 'IdentityPoolId') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pools' CALL_METHOD LOAD_GLOBAL third_pool_ret BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools LOAD_ATTR call_count LOAD_CONST 0 COMPARE_OP == CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR describe_identity_pools BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_CONST 'no_such_pool' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pools' LOAD_CONST 'no such key' CALL_METHOD LOAD_CONST None CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'error on describe identity pool' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR describe_identity_pools BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_GLOBAL first_pool_name BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'error on describe identity pool' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL default_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST return_val LOAD_FAST return_val LOAD_METHOD pop LOAD_CONST 'DeveloperProviderName' LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST return_val LOAD_FAST self LOAD_ATTR conn LOAD_ATTR create_identity_pool STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR create_identity_pool BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_CONST 'default_pool_name' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'created' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'create_identity_pool' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotIn LOAD_CONST 'DeveloperProviderName' LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'create_identity_pool' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR create_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR create_identity_pool BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_CONST 'default_pool_name' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'created' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'create_identity_pool' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_CONST None LOAD_FAST self LOAD_ATTR conn LOAD_ATTR delete_identity_pool STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR delete_identity_pools BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_GLOBAL first_pool_name BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'deleted' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'count' CALL_METHOD LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'delete_identity_pool' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'delete_identity_pool' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL first_pool_id CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL third_pool_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR delete_identity_pools BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_CONST 'no_such_pool_name' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'deleted' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'count' CALL_METHOD LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'delete_identity_pool' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR delete_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR delete_identity_pools BUILD_TUPLE LOAD_GLOBAL first_pool_name LOAD_CONST 'no_such_pool_id' LOAD_CONST ('IdentityPoolName', 'IdentityPoolId') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'deleted' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'count' CALL_METHOD LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'delete_identity_pool' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL first_pool_id COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL first_pool_role_ret RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'IdentityPoolId' CALL_METHOD LOAD_GLOBAL third_pool_id COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL third_pool_role_ret RETURN_VALUE LOAD_GLOBAL default_pool_role_ret RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_FAST self LOAD_ATTR _get_identity_pool_roles_side_effect LOAD_FAST self LOAD_ATTR conn LOAD_ATTR get_identity_pool_roles STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR get_identity_pool_roles BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_GLOBAL first_pool_name BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool_roles' CALL_METHOD STORE_FAST id_pool_roles LOAD_FAST self LOAD_METHOD assertIsNot LOAD_FAST id_pool_roles LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' LOAD_CONST 'key_should_not_be_there' CALL_METHOD LOAD_CONST 'key_should_not_be_there' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST id_pool_roles CALL_FUNCTION LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST id_pool_roles LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL first_pool_role_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST id_pool_roles LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL third_pool_role_ret CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL identity_pools_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR list_identity_pools STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR get_identity_pool_roles BUILD_TUPLE LOAD_CONST 'IdentityPoolName' LOAD_CONST 'no_such_pool_name' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool_roles' LOAD_CONST 'key_should_be_there' CALL_METHOD LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' LOAD_CONST 'key_should_not_be_there' CALL_METHOD LOAD_CONST 'key_should_not_be_there' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'get_identity_pool_roles' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR get_identity_pool_roles STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR get_identity_pool_roles BUILD_TUPLE LOAD_CONST '' LOAD_CONST 'no_such_pool_id' LOAD_CONST ('IdentityPoolName', 'IdentityPoolId') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'get_identity_pool_roles' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'set_identity_pool_roles' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR set_identity_pool_roles STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'IdentityPoolId' LOAD_CONST 'no_such_pool_id' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'set_identity_pool_roles' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self LOAD_ATTR conn LOAD_ATTR set_identity_pool_roles STORE_ATTR return_value LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'IdentityPoolId' LOAD_CONST 'some_id' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'Roles' CALL_METHOD BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self LOAD_ATTR conn LOAD_ATTR set_identity_pool_roles STORE_ATTR return_value LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR __salt__ LOAD_CONST 'boto_iam.describe_role' LOAD_GLOBAL MagicMock LOAD_CONST 'arn' LOAD_CONST 'my_auth_role_arn' BUILD_MAP LOAD_CONST ('return_value',) CALL_FUNCTION BUILD_MAP CALL_METHOD SETUP_WITH to 142 POP_TOP LOAD_GLOBAL dict LOAD_CONST 'my_auth_role_arn' LOAD_CONST ('authenticated',) CALL_FUNCTION STORE_FAST expected_roles LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'some_id' LOAD_CONST 'my_auth_role' LOAD_CONST ('IdentityPoolId', 'AuthenticatedRole') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'Roles' CALL_METHOD LOAD_FAST expected_roles CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self LOAD_ATTR conn LOAD_ATTR set_identity_pool_roles STORE_ATTR return_value LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR __salt__ LOAD_CONST 'boto_iam.describe_role' LOAD_GLOBAL MagicMock LOAD_CONST 'arn' LOAD_CONST 'my_unauth_role_arn' BUILD_MAP LOAD_CONST ('return_value',) CALL_FUNCTION BUILD_MAP CALL_METHOD SETUP_WITH to 142 POP_TOP LOAD_GLOBAL dict LOAD_CONST 'my_unauth_role_arn' LOAD_CONST ('unauthenticated',) CALL_FUNCTION STORE_FAST expected_roles LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'some_id' LOAD_CONST 'my_unauth_role' LOAD_CONST ('IdentityPoolId', 'UnauthenticatedRole') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'Roles' CALL_METHOD LOAD_FAST expected_roles CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self LOAD_ATTR conn LOAD_ATTR set_identity_pool_roles STORE_ATTR return_value LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR __salt__ LOAD_CONST 'boto_iam.describe_role' LOAD_GLOBAL MagicMock LOAD_CONST 'arn' LOAD_CONST 'my_unauth_role_arn' BUILD_MAP LOAD_CONST ('return_value',) CALL_FUNCTION BUILD_MAP CALL_METHOD SETUP_WITH to 146 POP_TOP LOAD_GLOBAL dict LOAD_CONST 'arn:aws:iam:my_auth_role' LOAD_CONST 'my_unauth_role_arn' LOAD_CONST ('authenticated', 'unauthenticated') CALL_FUNCTION STORE_FAST expected_roles LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'some_id' LOAD_CONST 'arn:aws:iam:my_auth_role' LOAD_CONST 'my_unauth_role' LOAD_CONST ('IdentityPoolId', 'AuthenticatedRole', 'UnauthenticatedRole') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'Roles' CALL_METHOD LOAD_FAST expected_roles CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR __salt__ LOAD_CONST 'boto_iam.describe_role' LOAD_GLOBAL MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION BUILD_MAP CALL_METHOD SETUP_WITH to 114 POP_TOP LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'some_id' LOAD_CONST 'no_such_auth_role' LOAD_CONST ('IdentityPoolId', 'AuthenticatedRole') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'no_such_auth_role' LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' LOAD_CONST '' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR __salt__ LOAD_CONST 'boto_iam.describe_role' LOAD_GLOBAL MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION BUILD_MAP CALL_METHOD SETUP_WITH to 116 POP_TOP LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR set_identity_pool_roles BUILD_TUPLE LOAD_CONST 'some_id' LOAD_CONST 'arn:aws:iam:my_auth_role' LOAD_CONST 'no_such_unauth_role' LOAD_CONST ('IdentityPoolId', 'AuthenticatedRole', 'UnauthenticatedRole') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR conn LOAD_ATTR mock_calls STORE_FAST mock_calls LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'set' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'no_such_unauth_role' LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' LOAD_CONST '' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mock_calls CALL_FUNCTION LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'error on describe identity pool with pool id' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_CONST 'IdentityPoolId' LOAD_CONST 'no_such_pool_id' BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'error on describe identity pool with pool id' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL second_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL second_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_GLOBAL second_pool_ret STORE_FAST expected_params LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_CONST 'IdentityPoolId' LOAD_GLOBAL second_pool_id BUILD_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_GLOBAL second_pool_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL second_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL second_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST second_pool_updated_ret LOAD_GLOBAL second_pool_name_updated LOAD_FAST second_pool_updated_ret LOAD_CONST 'IdentityPoolName' STORE_SUBSCR LOAD_FAST second_pool_updated_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_FAST second_pool_updated_ret STORE_FAST expected_params LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL second_pool_id LOAD_GLOBAL second_pool_name_updated LOAD_CONST ('IdentityPoolId', 'IdentityPoolName') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_FAST second_pool_updated_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL first_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST first_pool_updated_ret LOAD_FAST first_pool_updated_ret LOAD_METHOD pop LOAD_CONST 'SupportedLoginProviders' CALL_METHOD POP_TOP LOAD_FAST first_pool_updated_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST expected_params BUILD_MAP LOAD_FAST expected_params LOAD_CONST 'SupportedLoginProviders' STORE_SUBSCR LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'DeveloperProviderName' CALL_METHOD POP_TOP LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'OpenIdConnectProviderARNs' CALL_METHOD POP_TOP LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL first_pool_id BUILD_MAP LOAD_CONST ('IdentityPoolId', 'SupportedLoginProviders') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_FAST first_pool_updated_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL first_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST first_pool_updated_ret LOAD_FAST first_pool_updated_ret LOAD_METHOD pop LOAD_CONST 'OpenIdConnectProviderARNs' CALL_METHOD POP_TOP LOAD_FAST first_pool_updated_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST expected_params LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'SupportedLoginProviders' CALL_METHOD POP_TOP LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'DeveloperProviderName' CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST expected_params LOAD_CONST 'OpenIdConnectProviderARNs' STORE_SUBSCR LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL first_pool_id BUILD_LIST LOAD_CONST ('IdentityPoolId', 'OpenIdConnectProviderARNs') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_FAST first_pool_updated_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL first_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_GLOBAL first_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST expected_params LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'SupportedLoginProviders' CALL_METHOD POP_TOP LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'DeveloperProviderName' CALL_METHOD POP_TOP LOAD_FAST expected_params LOAD_METHOD pop LOAD_CONST 'OpenIdConnectProviderARNs' CALL_METHOD POP_TOP LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL first_pool_id LOAD_CONST 'this should not change' LOAD_CONST ('IdentityPoolId', 'DeveloperProviderName') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_GLOBAL first_pool_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL second_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL second_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST second_pool_updated_ret LOAD_CONST 'added_developer_provider' LOAD_FAST second_pool_updated_ret LOAD_CONST 'DeveloperProviderName' STORE_SUBSCR LOAD_FAST second_pool_updated_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR return_value LOAD_FAST second_pool_updated_ret LOAD_METHOD copy CALL_METHOD STORE_FAST expected_params LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL second_pool_id LOAD_CONST 'added_developer_provider' LOAD_CONST ('IdentityPoolId', 'DeveloperProviderName') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'identity_pool' CALL_METHOD LOAD_FAST second_pool_updated_ret CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_FAST expected_params CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL second_pool_ret LOAD_FAST self LOAD_ATTR conn LOAD_ATTR describe_identity_pool STORE_ATTR return_value LOAD_GLOBAL second_pool_ret LOAD_METHOD copy CALL_METHOD STORE_FAST second_pool_updated_ret LOAD_CONST 'added_developer_provider' LOAD_FAST second_pool_updated_ret LOAD_CONST 'DeveloperProviderName' STORE_SUBSCR LOAD_GLOBAL ClientError LOAD_GLOBAL error_content LOAD_CONST 'update_identity_pool' CALL_FUNCTION LOAD_FAST self LOAD_ATTR conn LOAD_ATTR update_identity_pool STORE_ATTR side_effect LOAD_GLOBAL boto_cognitoidentity LOAD_ATTR update_identity_pool BUILD_TUPLE LOAD_GLOBAL second_pool_id LOAD_CONST 'added_developer_provider' LOAD_CONST ('IdentityPoolId', 'DeveloperProviderName') BUILD_CONST_KEY_MAP LOAD_GLOBAL conn_parameters BUILD_MAP CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST result LOAD_METHOD get LOAD_CONST 'updated' CALL_METHOD LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST result LOAD_METHOD get LOAD_CONST 'error' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'message' CALL_METHOD LOAD_GLOBAL error_message LOAD_METHOD format LOAD_CONST 'update_identity_pool' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
import logging import random import string import pytest import salt.config import salt.loader import salt.modules.boto_cognitoidentity as boto_cognitoidentity from salt.utils.versions import Version from tests.support.mixins import LoaderModuleMockMixin from tests.support.mock import MagicMock, patch from tests.support.unit import TestCase try: import boto3 from botocore.exceptions import ClientError HAS_BOTO = True except ImportError: HAS_BOTO = False pytestmark = [ pytest.mark.skip_on_fips_enabled_platform, ] required_boto3_version = "1.2.1" region = "us-east-1" access_key = "GKTADJGHEIQSXMKKRBJ08H" secret_key = "askdjghsdfjkghWupUjasdflkdfklgjsdfjajkghs" conn_parameters = { "region": region, "key": access_key, "keyid": secret_key, "profile": {}, } error_message = ( "An error occurred (101) when calling the {0} operation: Test-defined error" ) error_content = {"Error": {"Code": 101, "Message": "Test-defined error"}} first_pool_id = "first_pool_id" first_pool_name = "first_pool" second_pool_id = "second_pool_id" second_pool_name = "second_pool" second_pool_name_updated = "second_pool_updated" third_pool_id = "third_pool_id" third_pool_name = first_pool_name identity_pools_ret = dict( IdentityPools=[ dict(IdentityPoolId=first_pool_id, IdentityPoolName=first_pool_name), dict(IdentityPoolId=second_pool_id, IdentityPoolName=second_pool_name), dict(IdentityPoolId=third_pool_id, IdentityPoolName=third_pool_name), ] ) first_pool_ret = dict( IdentityPoolId=first_pool_id, IdentityPoolName=first_pool_name, AllowUnauthenticatedIdentities=False, SupportedLoginProviders={ "accounts.google.com": "testing123", "api.twitter.com": "testing123", "graph.facebook.com": "testing123", "www.amazon.com": "testing123", }, DeveloperProviderName="test_provider", OpenIdConnectProviderARNs=["some_provider_arn", "another_provider_arn"], ) first_pool_role_ret = dict( IdentityPoolId=first_pool_id, Roles=dict( authenticated="first_pool_auth_role", unauthenticated="first_pool_unauth_role" ), ) second_pool_ret = dict( IdentityPoolId=second_pool_id, IdentityPoolName=second_pool_name, AllowUnauthenticatedIdentities=False, ) third_pool_ret = dict( IdentityPoolId=third_pool_id, IdentityPoolName=third_pool_name, AllowUnauthenticatedIdentities=False, DeveloperProviderName="test_provider2", ) third_pool_role_ret = dict(IdentityPoolId=third_pool_id) default_pool_ret = dict( IdentityPoolId="default_pool_id", IdentityPoolName="default_pool_name", AllowUnauthenticatedIdentities=False, DeveloperProviderName="test_provider_default", ) default_pool_role_ret = dict(IdentityPoolId="default_pool_id") log = logging.getLogger(__name__) def _has_required_boto(): """ Returns True/False boolean depending on if Boto is installed and correct version. """ if not HAS_BOTO: return False elif Version(boto3.__version__) < Version(required_boto3_version): return False else: return True class BotoCognitoIdentityTestCaseBase(TestCase, LoaderModuleMockMixin): conn = None def setup_loader_modules(self): self.opts = opts = salt.config.DEFAULT_MINION_OPTS.copy() utils = salt.loader.utils( opts, whitelist=["boto3", "args", "systemd", "path", "platform"], context={} ) return {boto_cognitoidentity: {"__utils__": utils}} def setUp(self): super().setUp() boto_cognitoidentity.__init__(self.opts) del self.opts conn_parameters["key"] = "".join( random.choice(string.ascii_lowercase + string.digits) for _ in range(50) ) self.patcher = patch("boto3.session.Session") self.addCleanup(self.patcher.stop) self.addCleanup(delattr, self, "patcher") mock_session = self.patcher.start() session_instance = mock_session.return_value self.conn = MagicMock() self.addCleanup(delattr, self, "conn") session_instance.client.return_value = self.conn class BotoCognitoIdentityTestCaseMixin: pass @pytest.mark.skipif(HAS_BOTO is False, reason="The boto module must be installed.") @pytest.mark.skipif( _has_required_boto() is False, reason="The boto3 module must be greater than or equal to version {}".format( required_boto3_version ), ) class BotoCognitoIdentityTestCase( BotoCognitoIdentityTestCaseBase, BotoCognitoIdentityTestCaseMixin ): """ TestCase for salt.modules.boto_cognitoidentity module """ def _describe_identity_pool_side_effect(self, *args, **kwargs): if kwargs.get("IdentityPoolId") == first_pool_id: return first_pool_ret elif kwargs.get("IdentityPoolId") == third_pool_id: return third_pool_ret else: return default_pool_ret def test_that_when_describing_a_named_identity_pool_and_pool_exists_the_describe_identity_pool_method_returns_pools_properties( self, ): """ Tests describing identity pool when the pool's name exists """ self.conn.list_identity_pools.return_value = identity_pools_ret self.conn.describe_identity_pool.side_effect = ( self._describe_identity_pool_side_effect ) result = boto_cognitoidentity.describe_identity_pools( IdentityPoolName=first_pool_name, **conn_parameters ) self.assertEqual(result.get("identity_pools"), [first_pool_ret, third_pool_ret]) def test_that_when_describing_a_identity_pool_by_its_id_and_pool_exists_the_desribe_identity_pool_method_returns_pools_properties( self, ): """ Tests describing identity pool when the given pool's id exists """ self.conn.describe_identity_pool.return_value = third_pool_ret result = boto_cognitoidentity.describe_identity_pools( IdentityPoolName="", IdentityPoolId=third_pool_id, **conn_parameters ) self.assertEqual(result.get("identity_pools"), [third_pool_ret]) self.assertTrue(self.conn.list_identity_pools.call_count == 0) def test_that_when_describing_a_named_identity_pool_and_pool_does_not_exist_the_describe_identity_pool_method_returns_none( self, ): """ Tests describing identity pool when the pool's name doesn't exist """ self.conn.list_identity_pools.return_value = identity_pools_ret self.conn.describe_identity_pool.return_value = first_pool_ret result = boto_cognitoidentity.describe_identity_pools( IdentityPoolName="no_such_pool", **conn_parameters ) self.assertEqual(result.get("identity_pools", "no such key"), None) def test_that_when_describing_a_named_identity_pool_and_error_thrown_the_describe_identity_pool_method_returns_error( self, ): """ Tests describing identity pool returns error when there is an exception to boto3 calls """ self.conn.list_identity_pools.return_value = identity_pools_ret self.conn.describe_identity_pool.side_effect = ClientError( error_content, "error on describe identity pool" ) result = boto_cognitoidentity.describe_identity_pools( IdentityPoolName=first_pool_name, **conn_parameters ) self.assertEqual( result.get("error", {}).get("message"), error_message.format("error on describe identity pool"), ) def test_that_when_create_identity_pool_the_create_identity_pool_method_returns_created_identity_pool( self, ): """ Tests the positive case where create identity pool succeeds """ return_val = default_pool_ret.copy() return_val.pop("DeveloperProviderName", None) self.conn.create_identity_pool.return_value = return_val result = boto_cognitoidentity.create_identity_pool( IdentityPoolName="default_pool_name", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("created")) self.assertEqual(len(mock_calls), 1) self.assertEqual(mock_calls[0][0], "create_identity_pool") self.assertNotIn("DeveloperProviderName", mock_calls[0][2]) def test_that_when_create_identity_pool_and_error_thrown_the_create_identity_pool_method_returns_error( self, ): """ Tests the negative case where create identity pool has a boto3 client error """ self.conn.create_identity_pool.side_effect = ClientError( error_content, "create_identity_pool" ) result = boto_cognitoidentity.create_identity_pool( IdentityPoolName="default_pool_name", **conn_parameters ) self.assertIs(result.get("created"), False) self.assertEqual( result.get("error", {}).get("message"), error_message.format("create_identity_pool"), ) def test_that_when_delete_identity_pools_with_multiple_matching_pool_names_the_delete_identity_pools_methos_returns_true_and_deleted_count( self, ): """ Tests that given 2 matching pool ids, the operation returns deleted status of true and count 2 """ self.conn.list_identity_pools.return_value = identity_pools_ret self.conn.delete_identity_pool.return_value = None result = boto_cognitoidentity.delete_identity_pools( IdentityPoolName=first_pool_name, **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("deleted")) self.assertEqual(result.get("count"), 2) self.assertEqual(len(mock_calls), 3) self.assertEqual(mock_calls[1][0], "delete_identity_pool") self.assertEqual(mock_calls[2][0], "delete_identity_pool") self.assertEqual(mock_calls[1][2].get("IdentityPoolId"), first_pool_id) self.assertEqual(mock_calls[2][2].get("IdentityPoolId"), third_pool_id) def test_that_when_delete_identity_pools_with_no_matching_pool_names_the_delete_identity_pools_method_returns_false( self, ): """ Tests that the given pool name does not exist, the operation returns deleted status of false and count 0 """ self.conn.list_identity_pools.return_value = identity_pools_ret result = boto_cognitoidentity.delete_identity_pools( IdentityPoolName="no_such_pool_name", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("deleted"), False) self.assertEqual(result.get("count"), 0) self.assertEqual(len(mock_calls), 1) def test_that_when_delete_identity_pools_and_error_thrown_the_delete_identity_pools_method_returns_false_and_the_error( self, ): """ Tests that the delete_identity_pool method throws an exception """ self.conn.delete_identity_pool.side_effect = ClientError( error_content, "delete_identity_pool" ) result = boto_cognitoidentity.delete_identity_pools( IdentityPoolName=first_pool_name, IdentityPoolId="no_such_pool_id", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("deleted"), False) self.assertIs(result.get("count"), None) self.assertEqual( result.get("error", {}).get("message"), error_message.format("delete_identity_pool"), ) self.assertEqual(len(mock_calls), 1) def _get_identity_pool_roles_side_effect(self, *args, **kwargs): if kwargs.get("IdentityPoolId") == first_pool_id: return first_pool_role_ret elif kwargs.get("IdentityPoolId") == third_pool_id: return third_pool_role_ret else: return default_pool_role_ret def test_that_when_get_identity_pool_roles_with_matching_pool_names_the_get_identity_pool_roles_method_returns_pools_role_properties( self, ): """ Tests that the given 2 pool id's matching the given pool name, the results are passed through as a list of identity_pool_roles """ self.conn.list_identity_pools.return_value = identity_pools_ret self.conn.get_identity_pool_roles.side_effect = ( self._get_identity_pool_roles_side_effect ) result = boto_cognitoidentity.get_identity_pool_roles( IdentityPoolName=first_pool_name, **conn_parameters ) id_pool_roles = result.get("identity_pool_roles") self.assertIsNot(id_pool_roles, None) self.assertEqual( result.get("error", "key_should_not_be_there"), "key_should_not_be_there" ) self.assertEqual(len(id_pool_roles), 2) self.assertEqual(id_pool_roles[0], first_pool_role_ret) self.assertEqual(id_pool_roles[1], third_pool_role_ret) def test_that_when_get_identity_pool_roles_with_no_matching_pool_names_the_get_identity_pool_roles_method_returns_none( self, ): """ Tests that the given no pool id's matching the given pool name, the results returned is None and get_identity_pool_roles should never be called """ self.conn.list_identity_pools.return_value = identity_pools_ret result = boto_cognitoidentity.get_identity_pool_roles( IdentityPoolName="no_such_pool_name", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("identity_pool_roles", "key_should_be_there"), None) self.assertEqual(len(mock_calls), 1) self.assertEqual( result.get("error", "key_should_not_be_there"), "key_should_not_be_there" ) def test_that_when_get_identity_pool_roles_and_error_thrown_due_to_invalid_pool_id_the_get_identity_pool_roles_method_returns_error( self, ): """ Tests that given an invalid pool id, we properly handle error generated from get_identity_pool_roles """ self.conn.get_identity_pool_roles.side_effect = ClientError( error_content, "get_identity_pool_roles" ) result = boto_cognitoidentity.get_identity_pool_roles( IdentityPoolName="", IdentityPoolId="no_such_pool_id", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertEqual( result.get("error", {}).get("message"), error_message.format("get_identity_pool_roles"), ) self.assertEqual(len(mock_calls), 1) def test_that_when_set_identity_pool_roles_with_invalid_pool_id_the_set_identity_pool_roles_method_returns_set_false_and_error( self, ): """ Tests that given an invalid pool id, we properly handle error generated from set_identity_pool_roles """ self.conn.set_identity_pool_roles.side_effect = ClientError( error_content, "set_identity_pool_roles" ) result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="no_such_pool_id", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("set"), False) self.assertEqual( result.get("error", {}).get("message"), error_message.format("set_identity_pool_roles"), ) self.assertEqual(len(mock_calls), 1) def test_that_when_set_identity_pool_roles_with_no_roles_specified_the_set_identity_pool_roles_method_unset_the_roles( self, ): """ Tests that given a valid pool id, and no other roles given, the role for the pool is cleared. """ self.conn.set_identity_pool_roles.return_value = None result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("set")) self.assertEqual(len(mock_calls), 1) self.assertEqual(mock_calls[0][2].get("Roles"), {}) def test_that_when_set_identity_pool_roles_with_only_auth_role_specified_the_set_identity_pool_roles_method_only_set_the_auth_role( self, ): """ Tests that given a valid pool id, and only other given role is the AuthenticatedRole, the auth role for the pool is set and unauth role is cleared. """ self.conn.set_identity_pool_roles.return_value = None with patch.dict( boto_cognitoidentity.__salt__, { "boto_iam.describe_role": MagicMock( return_value={"arn": "my_auth_role_arn"} ) }, ): expected_roles = dict(authenticated="my_auth_role_arn") result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", AuthenticatedRole="my_auth_role", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("set")) self.assertEqual(len(mock_calls), 1) self.assertEqual(mock_calls[0][2].get("Roles"), expected_roles) def test_that_when_set_identity_pool_roles_with_only_unauth_role_specified_the_set_identity_pool_roles_method_only_set_the_unauth_role( self, ): """ Tests that given a valid pool id, and only other given role is the UnauthenticatedRole, the unauth role for the pool is set and the auth role is cleared. """ self.conn.set_identity_pool_roles.return_value = None with patch.dict( boto_cognitoidentity.__salt__, { "boto_iam.describe_role": MagicMock( return_value={"arn": "my_unauth_role_arn"} ) }, ): expected_roles = dict(unauthenticated="my_unauth_role_arn") result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", UnauthenticatedRole="my_unauth_role", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("set")) self.assertEqual(len(mock_calls), 1) self.assertEqual(mock_calls[0][2].get("Roles"), expected_roles) def test_that_when_set_identity_pool_roles_with_both_roles_specified_the_set_identity_pool_role_method_set_both_roles( self, ): """ Tests setting of both roles to valid given roles """ self.conn.set_identity_pool_roles.return_value = None with patch.dict( boto_cognitoidentity.__salt__, { "boto_iam.describe_role": MagicMock( return_value={"arn": "my_unauth_role_arn"} ) }, ): expected_roles = dict( authenticated="arn:aws:iam:my_auth_role", unauthenticated="my_unauth_role_arn", ) result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", AuthenticatedRole="arn:aws:iam:my_auth_role", UnauthenticatedRole="my_unauth_role", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertTrue(result.get("set")) self.assertEqual(len(mock_calls), 1) self.assertEqual(mock_calls[0][2].get("Roles"), expected_roles) def test_that_when_set_identity_pool_roles_given_invalid_auth_role_the_set_identity_pool_method_returns_set_false_and_error( self, ): """ Tests error handling for invalid auth role """ with patch.dict( boto_cognitoidentity.__salt__, {"boto_iam.describe_role": MagicMock(return_value=False)}, ): result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", AuthenticatedRole="no_such_auth_role", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("set"), False) self.assertIn("no_such_auth_role", result.get("error", "")) self.assertEqual(len(mock_calls), 0) def test_that_when_set_identity_pool_roles_given_invalid_unauth_role_the_set_identity_pool_method_returns_set_false_and_error( self, ): """ Tests error handling for invalid unauth role """ with patch.dict( boto_cognitoidentity.__salt__, {"boto_iam.describe_role": MagicMock(return_value=False)}, ): result = boto_cognitoidentity.set_identity_pool_roles( IdentityPoolId="some_id", AuthenticatedRole="arn:aws:iam:my_auth_role", UnauthenticatedRole="no_such_unauth_role", **conn_parameters ) mock_calls = self.conn.mock_calls self.assertIs(result.get("set"), False) self.assertIn("no_such_unauth_role", result.get("error", "")) self.assertEqual(len(mock_calls), 0) def test_that_when_update_identity_pool_given_invalid_pool_id_the_update_identity_pool_method_returns_updated_false_and_error( self, ): """ Tests error handling for invalid pool id """ self.conn.describe_identity_pool.side_effect = ClientError( error_content, "error on describe identity pool with pool id" ) result = boto_cognitoidentity.update_identity_pool( IdentityPoolId="no_such_pool_id", **conn_parameters ) self.assertIs(result.get("updated"), False) self.assertEqual( result.get("error", {}).get("message"), error_message.format("error on describe identity pool with pool id"), ) def test_that_when_update_identity_pool_given_only_valid_pool_id_the_update_identity_pool_method_returns_udpated_identity( self, ): """ Tests the base case of calling update_identity_pool with only the pool id, verify that the passed parameters into boto3 update_identity_pool has at least all the expected required parameters in IdentityPoolId, IdentityPoolName and AllowUnauthenticatedIdentities """ self.conn.describe_identity_pool.return_value = second_pool_ret self.conn.update_identity_pool.return_value = second_pool_ret expected_params = second_pool_ret result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=second_pool_id, **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), second_pool_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_when_update_identity_pool_given_valid_pool_id_and_pool_name_the_update_identity_pool_method_returns_updated_identity_pool( self, ): """ Tests successful update of a pool's name """ self.conn.describe_identity_pool.return_value = second_pool_ret second_pool_updated_ret = second_pool_ret.copy() second_pool_updated_ret["IdentityPoolName"] = second_pool_name_updated self.conn.update_identity_pool.return_value = second_pool_updated_ret expected_params = second_pool_updated_ret result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=second_pool_id, IdentityPoolName=second_pool_name_updated, **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), second_pool_updated_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_when_update_identity_pool_given_empty_dictionary_for_supported_login_providers_the_update_identity_pool_method_is_called_with_proper_request_params( self, ): """ Tests the request parameters to boto3 update_identity_pool's AllowUnauthenticatedIdentities is {} """ self.conn.describe_identity_pool.return_value = first_pool_ret first_pool_updated_ret = first_pool_ret.copy() first_pool_updated_ret.pop("SupportedLoginProviders") self.conn.update_identity_pool.return_value = first_pool_updated_ret expected_params = first_pool_ret.copy() expected_params["SupportedLoginProviders"] = {} expected_params.pop("DeveloperProviderName") expected_params.pop("OpenIdConnectProviderARNs") result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=first_pool_id, SupportedLoginProviders={}, **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), first_pool_updated_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_when_update_identity_pool_given_empty_list_for_openid_connect_provider_arns_the_update_identity_pool_method_is_called_with_proper_request_params( self, ): """ Tests the request parameters to boto3 update_identity_pool's OpenIdConnectProviderARNs is [] """ self.conn.describe_identity_pool.return_value = first_pool_ret first_pool_updated_ret = first_pool_ret.copy() first_pool_updated_ret.pop("OpenIdConnectProviderARNs") self.conn.update_identity_pool.return_value = first_pool_updated_ret expected_params = first_pool_ret.copy() expected_params.pop("SupportedLoginProviders") expected_params.pop("DeveloperProviderName") expected_params["OpenIdConnectProviderARNs"] = [] result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=first_pool_id, OpenIdConnectProviderARNs=[], **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), first_pool_updated_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_when_update_identity_pool_given_developer_provider_name_when_developer_provider_name_was_set_previously_the_udpate_identity_pool_method_is_called_without_developer_provider_name_param( self, ): """ Tests the request parameters do not include 'DeveloperProviderName' if this was previously set for the given pool id """ self.conn.describe_identity_pool.return_value = first_pool_ret self.conn.update_identity_pool.return_value = first_pool_ret expected_params = first_pool_ret.copy() expected_params.pop("SupportedLoginProviders") expected_params.pop("DeveloperProviderName") expected_params.pop("OpenIdConnectProviderARNs") result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=first_pool_id, DeveloperProviderName="this should not change", **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), first_pool_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_when_update_identity_pool_given_developer_provider_name_is_included_in_the_params_when_associated_for_the_first_time( self, ): """ Tests the request parameters include 'DeveloperProviderName' when the pool did not have this property set previously. """ self.conn.describe_identity_pool.return_value = second_pool_ret second_pool_updated_ret = second_pool_ret.copy() second_pool_updated_ret["DeveloperProviderName"] = "added_developer_provider" self.conn.update_identity_pool.return_value = second_pool_updated_ret expected_params = second_pool_updated_ret.copy() result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=second_pool_id, DeveloperProviderName="added_developer_provider", **conn_parameters ) self.assertTrue(result.get("updated")) self.assertEqual(result.get("identity_pool"), second_pool_updated_ret) self.conn.update_identity_pool.assert_called_with(**expected_params) def test_that_the_update_identity_pool_method_handles_exception_from_boto3(self): """ Tests the error handling of exception generated by boto3 update_identity_pool """ self.conn.describe_identity_pool.return_value = second_pool_ret second_pool_updated_ret = second_pool_ret.copy() second_pool_updated_ret["DeveloperProviderName"] = "added_developer_provider" self.conn.update_identity_pool.side_effect = ClientError( error_content, "update_identity_pool" ) result = boto_cognitoidentity.update_identity_pool( IdentityPoolId=second_pool_id, DeveloperProviderName="added_developer_provider", **conn_parameters ) self.assertIs(result.get("updated"), False) self.assertEqual( result.get("error", {}).get("message"), error_message.format("update_identity_pool"), )
data/salt-3006.6/tests/unit/modules/test_boto_cognitoidentity.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('isclose',) IMPORT_NAME math IMPORT_FROM isclose STORE_NAME isclose POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('run',) IMPORT_NAME subprocess IMPORT_FROM run STORE_NAME run POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME unittest.mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pikepdf STORE_NAME pikepdf LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('Image',) IMPORT_NAME PIL IMPORT_FROM Image STORE_NAME Image POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ocrmypdf STORE_NAME ocrmypdf LOAD_CONST 0 LOAD_CONST ('tesseract',) IMPORT_NAME ocrmypdf._exec IMPORT_FROM tesseract STORE_NAME tesseract POP_TOP LOAD_CONST 0 LOAD_CONST ('ExitCode', 'MissingDependencyError') IMPORT_NAME ocrmypdf.exceptions IMPORT_FROM ExitCode STORE_NAME ExitCode IMPORT_FROM MissingDependencyError STORE_NAME MissingDependencyError POP_TOP LOAD_CONST 0 LOAD_CONST ('file_claims_pdfa',) IMPORT_NAME ocrmypdf.pdfa IMPORT_FROM file_claims_pdfa STORE_NAME file_claims_pdfa POP_TOP LOAD_CONST 0 LOAD_CONST ('Colorspace', 'Encoding', 'PdfInfo') IMPORT_NAME ocrmypdf.pdfinfo IMPORT_FROM Colorspace STORE_NAME Colorspace IMPORT_FROM Encoding STORE_NAME Encoding IMPORT_FROM PdfInfo STORE_NAME PdfInfo POP_TOP LOAD_CONST 0 LOAD_CONST ('get_version',) IMPORT_NAME ocrmypdf.subprocess IMPORT_FROM get_version STORE_NAME get_version POP_TOP LOAD_CONST 1 LOAD_CONST ('check_ocrmypdf', 'first_page_dimensions', 'have_unpaper', 'is_macos', 'run_ocrmypdf', 'run_ocrmypdf_api', 'running_in_docker') IMPORT_NAME conftest IMPORT_FROM check_ocrmypdf STORE_NAME check_ocrmypdf IMPORT_FROM first_page_dimensions STORE_NAME first_page_dimensions IMPORT_FROM have_unpaper STORE_NAME have_unpaper IMPORT_FROM is_macos STORE_NAME is_macos IMPORT_FROM run_ocrmypdf STORE_NAME run_ocrmypdf IMPORT_FROM run_ocrmypdf_api STORE_NAME run_ocrmypdf_api IMPORT_FROM running_in_docker STORE_NAME running_in_docker POP_TOP LOAD_CONST 'hocr' LOAD_CONST 'sandwich' BUILD_LIST STORE_NAME RENDERERS LOAD_CONST <code object test_quick at 0x7fa90e62b1e0, file "f.py", line 36> LOAD_CONST 'test_quick' MAKE_FUNCTION STORE_NAME test_quick LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_oversample at 0x7fa90ecf41e0, file "f.py", line 42> LOAD_CONST 'test_oversample' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_oversample LOAD_CONST <code object test_repeat_ocr at 0x7fa90ecf4ae0, file "f.py", line 62> LOAD_CONST 'test_repeat_ocr' MAKE_FUNCTION STORE_NAME test_repeat_ocr LOAD_CONST <code object test_force_ocr at 0x7fa90ecf4030, file "f.py", line 67> LOAD_CONST 'test_force_ocr' MAKE_FUNCTION STORE_NAME test_force_ocr LOAD_CONST <code object test_skip_ocr at 0x7faa3c39ddb0, file "f.py", line 79> LOAD_CONST 'test_skip_ocr' MAKE_FUNCTION STORE_NAME test_skip_ocr LOAD_CONST <code object test_redo_ocr at 0x7faa3c39d1e0, file "f.py", line 91> LOAD_CONST 'test_redo_ocr' MAKE_FUNCTION STORE_NAME test_redo_ocr LOAD_CONST <code object test_argsfile at 0x7faa3c39d300, file "f.py", line 103> LOAD_CONST 'test_argsfile' MAKE_FUNCTION STORE_NAME test_argsfile LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_ocr_timeout at 0x7faa3c39dd20, file "f.py", line 122> LOAD_CONST 'test_ocr_timeout' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_ocr_timeout LOAD_CONST <code object test_skip_big at 0x7faa3c39da50, file "f.py", line 136> LOAD_CONST 'test_skip_big' MAKE_FUNCTION STORE_NAME test_skip_big LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'output_type' LOAD_CONST 'pdf' LOAD_CONST 'pdfa' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_maximum_options at 0x7faa3c39d540, file "f.py", line 149> LOAD_CONST 'test_maximum_options' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_maximum_options LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME tesseract LOAD_METHOD version CALL_METHOD LOAD_NAME tesseract LOAD_METHOD TesseractVersion LOAD_CONST '5' CALL_METHOD COMPARE_OP >= LOAD_CONST 'tess 5 tries harder to find its files' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_tesseract_missing_tessdata at 0x7fadb5811c00, file "f.py", line 176> LOAD_CONST 'test_tesseract_missing_tessdata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_missing_tessdata LOAD_CONST <code object test_invalid_input_pdf at 0x7faa519c11e0, file "f.py", line 186> LOAD_CONST 'test_invalid_input_pdf' MAKE_FUNCTION STORE_NAME test_invalid_input_pdf LOAD_CONST <code object test_blank_input_pdf at 0x7faa519c1e40, file "f.py", line 191> LOAD_CONST 'test_blank_input_pdf' MAKE_FUNCTION STORE_NAME test_blank_input_pdf LOAD_CONST <code object test_force_ocr_on_pdf_with_no_images at 0x7faa519c1b70, file "f.py", line 196> LOAD_CONST 'test_force_ocr_on_pdf_with_no_images' MAKE_FUNCTION STORE_NAME test_force_ocr_on_pdf_with_no_images LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME is_macos CALL_FUNCTION LOAD_CONST 'takes too long to install language packs in macOS homebrew' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_german at 0x7faa519c1030, file "f.py", line 208> LOAD_CONST 'test_german' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_german LOAD_CONST <code object test_klingon at 0x7faa519c1930, file "f.py", line 231> LOAD_CONST 'test_klingon' MAKE_FUNCTION STORE_NAME test_klingon LOAD_CONST <code object test_missing_docinfo at 0x7faa519c10c0, file "f.py", line 236> LOAD_CONST 'test_missing_docinfo' MAKE_FUNCTION STORE_NAME test_missing_docinfo LOAD_CONST <code object test_uppercase_extension at 0x7faa519c1ed0, file "f.py", line 249> LOAD_CONST 'test_uppercase_extension' MAKE_FUNCTION STORE_NAME test_uppercase_extension LOAD_CONST <code object test_input_file_not_found at 0x7faa519c1390, file "f.py", line 260> LOAD_CONST 'test_input_file_not_found' MAKE_FUNCTION STORE_NAME test_input_file_not_found LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_NAME running_in_docker CALL_FUNCTION LOAD_CONST 'chmod' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_input_file_not_readable at 0x7faa519c1150, file "f.py", line 267> LOAD_CONST 'test_input_file_not_readable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_input_file_not_readable LOAD_CONST <code object test_input_file_not_a_pdf at 0x7faa519c15d0, file "f.py", line 277> LOAD_CONST 'test_input_file_not_a_pdf' MAKE_FUNCTION STORE_NAME test_input_file_not_a_pdf LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_pagesegmode at 0x7faa519c1f60, file "f.py", line 285> LOAD_CONST 'test_pagesegmode' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_pagesegmode LOAD_CONST <code object test_tesseract_oem at 0x7faa519c1810, file "f.py", line 301> LOAD_CONST 'test_tesseract_oem' MAKE_FUNCTION STORE_NAME test_tesseract_oem LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'value' LOAD_CONST 'auto' LOAD_CONST 'otsu' LOAD_CONST 'adaptive-otsu' LOAD_CONST 'sauvola' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_tesseract_thresholding at 0x7faa519c14b0, file "f.py", line 312> LOAD_CONST 'test_tesseract_thresholding' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_thresholding LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'value' LOAD_CONST 'abcxyz' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_tesseract_thresholding_invalid at 0x7faa519c1d20, file "f.py", line 324> LOAD_CONST 'test_tesseract_thresholding_invalid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_thresholding_invalid LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_tesseract_crash at 0x7faa519c1780, file "f.py", line 337> LOAD_CONST 'test_tesseract_crash' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_crash LOAD_CONST <code object test_tesseract_crash_autorotate at 0x7faa519c1c00, file "f.py", line 354> LOAD_CONST 'test_tesseract_crash_autorotate' MAKE_FUNCTION STORE_NAME test_tesseract_crash_autorotate LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_tesseract_image_too_big at 0x7faa53d20540, file "f.py", line 367> LOAD_CONST 'test_tesseract_image_too_big' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_image_too_big LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'encryption_level' LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST CALL_METHOD LOAD_CONST <code object test_encrypted at 0x7faa53d206f0, file "f.py", line 383> LOAD_CONST 'test_encrypted' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_encrypted LOAD_CONST <code object test_jbig2_passthrough at 0x7faa53d200c0, file "f.py", line 408> LOAD_CONST 'test_jbig2_passthrough' MAKE_FUNCTION STORE_NAME test_jbig2_passthrough LOAD_CONST <code object test_masks at 0x7faa53d20150, file "f.py", line 423> LOAD_CONST 'test_masks' MAKE_FUNCTION STORE_NAME test_masks LOAD_CONST <code object test_linearized_pdf_and_indirect_object at 0x7faa53d20300, file "f.py", line 432> LOAD_CONST 'test_linearized_pdf_and_indirect_object' MAKE_FUNCTION STORE_NAME test_linearized_pdf_and_indirect_object LOAD_CONST <code object test_very_high_dpi at 0x7faa53d208a0, file "f.py", line 438> LOAD_CONST 'test_very_high_dpi' MAKE_FUNCTION STORE_NAME test_very_high_dpi LOAD_CONST <code object test_overlay at 0x7faa53d20030, file "f.py", line 453> LOAD_CONST 'test_overlay' MAKE_FUNCTION STORE_NAME test_overlay LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object protected_file at 0x7faa53d20db0, file "f.py", line 463> LOAD_CONST 'protected_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME protected_file LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_NAME os LOAD_METHOD geteuid CALL_METHOD LOAD_CONST 0 COMPARE_OP == LOAD_CONST 'root can write to anything' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_destination_not_writable at 0x7faa53d20810, file "f.py", line 471> LOAD_CONST 'test_destination_not_writable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_destination_not_writable LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object valid_tess_config at 0x7faa53d20ae0, file "f.py", line 484> LOAD_CONST 'valid_tess_config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME valid_tess_config LOAD_CONST <code object test_tesseract_config_valid at 0x7faa53d20660, file "f.py", line 498> LOAD_CONST 'test_tesseract_config_valid' MAKE_FUNCTION STORE_NAME test_tesseract_config_valid LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object invalid_tess_config at 0x7faa53d20e40, file "f.py", line 509> LOAD_CONST 'invalid_tess_config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME invalid_tess_config LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_tesseract_config_invalid at 0x7faa53d20d20, file "f.py", line 521> LOAD_CONST 'test_tesseract_config_invalid' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_tesseract_config_invalid LOAD_CONST <code object test_user_words_ocr at 0x7faa53d20c00, file "f.py", line 539> LOAD_CONST 'test_user_words_ocr' MAKE_FUNCTION STORE_NAME test_user_words_ocr LOAD_CONST <code object test_form_xobject at 0x7faa53d20420, file "f.py", line 558> LOAD_CONST 'test_form_xobject' MAKE_FUNCTION STORE_NAME test_form_xobject LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'renderer' LOAD_NAME RENDERERS CALL_METHOD LOAD_CONST <code object test_pagesize_consistency at 0x7faa53d20a50, file "f.py", line 568> LOAD_CONST 'test_pagesize_consistency' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_pagesize_consistency LOAD_CONST <code object test_skip_big_with_no_images at 0x7faa53d20f60, file "f.py", line 593> LOAD_CONST 'test_skip_big_with_no_images' MAKE_FUNCTION STORE_NAME test_skip_big_with_no_images LOAD_CONST <code object test_no_contents at 0x7faa53d20780, file "f.py", line 605> LOAD_CONST 'test_no_contents' MAKE_FUNCTION STORE_NAME test_no_contents LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'image' LOAD_CONST 'baiona.png' LOAD_CONST 'baiona_gray.png' LOAD_CONST 'baiona_alpha.png' LOAD_CONST 'baiona_color.jpg' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_compression_preserved at 0x7faa53d20390, file "f.py", line 615> LOAD_CONST 'test_compression_preserved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_compression_preserved LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'image,compression' LOAD_CONST ('baiona.png', 'jpeg') LOAD_CONST ('baiona_gray.png', 'lossless') LOAD_CONST ('baiona_color.jpg', 'lossless') BUILD_LIST CALL_METHOD LOAD_CONST <code object test_compression_changed at 0x7faa5091d540, file "f.py", line 665> LOAD_CONST 'test_compression_changed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_compression_changed LOAD_CONST <code object test_sidecar_pagecount at 0x7faa5091d1e0, file "f.py", line 722> LOAD_CONST 'test_sidecar_pagecount' MAKE_FUNCTION STORE_NAME test_sidecar_pagecount LOAD_CONST <code object test_sidecar_nonempty at 0x7faa5091d810, file "f.py", line 745> LOAD_CONST 'test_sidecar_nonempty' MAKE_FUNCTION STORE_NAME test_sidecar_nonempty LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pdfa_level' LOAD_CONST '1' LOAD_CONST '2' LOAD_CONST '3' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_pdfa_n at 0x7faa5091dd20, file "f.py", line 761> LOAD_CONST 'test_pdfa_n' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_pdfa_n LOAD_CONST <code object test_decompression_bomb_error at 0x7faa5091ddb0, file "f.py", line 776> LOAD_CONST 'test_decompression_bomb_error' MAKE_FUNCTION STORE_NAME test_decompression_bomb_error LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_decompression_bomb_succeeds at 0x7faa5091d4b0, file "f.py", line 782> LOAD_CONST 'test_decompression_bomb_succeeds' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_decompression_bomb_succeeds LOAD_CONST <code object test_text_curves at 0x7faa5091ded0, file "f.py", line 790> LOAD_CONST 'test_text_curves' MAKE_FUNCTION STORE_NAME test_text_curves LOAD_CONST <code object test_text_curves_force at 0x7faa5091d150, file "f.py", line 803> LOAD_CONST 'test_text_curves_force' MAKE_FUNCTION STORE_NAME test_text_curves_force LOAD_CONST <code object test_output_is_dir at 0x7faa5091dc90, file "f.py", line 817> LOAD_CONST 'test_output_is_dir' MAKE_FUNCTION STORE_NAME test_output_is_dir LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == LOAD_CONST 'symlink needs admin permissions' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_output_is_symlink at 0x7faa5091d5d0, file "f.py", line 829> LOAD_CONST 'test_output_is_symlink' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_output_is_symlink LOAD_CONST <code object test_livecycle at 0x7faa5091d420, file "f.py", line 844> LOAD_CONST 'test_livecycle' MAKE_FUNCTION STORE_NAME test_livecycle LOAD_CONST <code object test_version_check at 0x7faa5091d300, file "f.py", line 850> LOAD_CONST 'test_version_check' MAKE_FUNCTION STORE_NAME test_version_check LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'threshold, optimize, output_type, expected' LOAD_CONST 1.0 LOAD_CONST 0 LOAD_CONST 'pdfa' LOAD_CONST False BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 0 LOAD_CONST 'pdf' LOAD_CONST False BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 0 LOAD_CONST 'pdfa' LOAD_CONST True BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 0 LOAD_CONST 'pdf' LOAD_CONST True BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 1 LOAD_CONST 'pdfa' LOAD_CONST False BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 1 LOAD_CONST 'pdf' LOAD_CONST False BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 1 LOAD_CONST 'pdfa' LOAD_CONST True BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 1 LOAD_CONST 'pdf' LOAD_CONST True BUILD_LIST BUILD_LIST CALL_METHOD LOAD_CONST <code object test_fast_web_view at 0x7faa5091d0c0, file "f.py", line 861> LOAD_CONST 'test_fast_web_view' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_fast_web_view LOAD_CONST <code object test_image_dpi_not_image at 0x7faa5091d660, file "f.py", line 891> LOAD_CONST 'test_image_dpi_not_image' MAKE_FUNCTION STORE_NAME test_image_dpi_not_image LOAD_CONST <code object test_outputtype_none_bad_setup at 0x7faa5091df60, file "f.py", line 903> LOAD_CONST 'test_outputtype_none_bad_setup' MAKE_FUNCTION STORE_NAME test_outputtype_none_bad_setup LOAD_CONST <code object test_outputtype_none at 0x7faa5091d270, file "f.py", line 915> LOAD_CONST 'test_outputtype_none' MAKE_FUNCTION STORE_NAME test_outputtype_none LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object graph_bad_icc at 0x7faa5091d6f0, file "f.py", line 929> LOAD_CONST 'graph_bad_icc' MAKE_FUNCTION CALL_FUNCTION STORE_NAME graph_bad_icc LOAD_CONST <code object test_corrupt_icc at 0x7faa503bbae0, file "f.py", line 943> LOAD_CONST 'test_corrupt_icc' MAKE_FUNCTION STORE_NAME test_corrupt_icc LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'skew.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--oversample' LOAD_CONST '350' LOAD_CONST '-f' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION STORE_FAST oversampled_pdf LOAD_GLOBAL PdfInfo LOAD_FAST oversampled_pdf CALL_FUNCTION STORE_FAST pdfinfo LOAD_GLOBAL print LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR dpi LOAD_ATTR x CALL_FUNCTION POP_TOP LOAD_GLOBAL abs LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR dpi LOAD_ATTR x LOAD_CONST 350 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'graph_ocred.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR already_done_ocr COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'graph_ocred.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '-f' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'graph_ocred.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '-s' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST resources LOAD_CONST 'graph_ocred.pdf' BINARY_TRUE_DIVIDE STORE_FAST in_ LOAD_GLOBAL PdfInfo LOAD_FAST in_ LOAD_CONST True LOAD_CONST ('detailed_analysis',) CALL_FUNCTION STORE_FAST before LOAD_FAST outpdf STORE_FAST out LOAD_GLOBAL check_ocrmypdf LOAD_FAST in_ LOAD_FAST out LOAD_CONST '--redo-ocr' CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out LOAD_CONST True LOAD_CONST ('detailed_analysis',) CALL_FUNCTION STORE_FAST after LOAD_FAST before LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_FALSE LOAD_FAST after LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST before LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD get_textareas CALL_METHOD LOAD_FAST after LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD get_textareas CALL_METHOD COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Expected text to be different after re-OCR' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'test_argsfile.txt' BINARY_TRUE_DIVIDE STORE_FAST path_argsfile LOAD_GLOBAL open LOAD_GLOBAL str LOAD_FAST path_argsfile CALL_FUNCTION LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 54 STORE_FAST argsfile LOAD_GLOBAL print LOAD_CONST '--title' LOAD_CONST 'ArgsFile Test' LOAD_CONST '--author' LOAD_CONST 'Test Cases' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' LOAD_CONST '\n' LOAD_CONST '\n' LOAD_FAST argsfile LOAD_CONST ('sep', 'end', 'file') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'graph.pdf' BINARY_TRUE_DIVIDE LOAD_FAST path_argsfile LOAD_CONST '@' LOAD_GLOBAL str LOAD_FAST outdir LOAD_CONST 'test_argsfile.txt' BINARY_TRUE_DIVIDE CALL_FUNCTION BINARY_ADD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'skew.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--tesseract-timeout' LOAD_CONST '0' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'jbig2.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--skip-big' LOAD_CONST '1' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR has_text POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST multipage LOAD_FAST outpdf LOAD_CONST '-d' LOAD_GLOBAL have_unpaper CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '-ci' JUMP_FORWARD to 20 LOAD_CONST None LOAD_CONST '-f' LOAD_CONST '-k' LOAD_CONST '--oversample' LOAD_CONST '300' LOAD_CONST '--skip-big' LOAD_CONST '10' LOAD_CONST '--title' LOAD_CONST 'Too Many Weird Files' LOAD_CONST '--author' LOAD_CONST 'py.test' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--output-type' LOAD_FAST output_type LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST monkeypatch LOAD_METHOD setenv LOAD_CONST 'TESSDATA_PREFIX' LOAD_GLOBAL os LOAD_METHOD fspath LOAD_FAST tmpdir CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL MissingDependencyError CALL_METHOD SETUP_WITH to 54 POP_TOP LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'graph.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf LOAD_CONST '-v' LOAD_CONST '1' LOAD_CONST '--skip-text' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'invalid.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR input_file COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'blank.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'blank.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_crash.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR child_process_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST no_outpdf LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'francais.txt' BINARY_TRUE_DIVIDE STORE_FAST sidecar SETUP_EXCEPT to 44 LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'francais.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outdir LOAD_CONST 'francais.pdf' BINARY_TRUE_DIVIDE LOAD_CONST '-l' LOAD_CONST 'deu' LOAD_CONST '--sidecar' LOAD_FAST sidecar LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 90 DUP_TOP LOAD_GLOBAL MissingDependencyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'deu' LOAD_GLOBAL tesseract LOAD_METHOD get_languages CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_ATTR xfail LOAD_CONST 'tesseract-deu language pack not installed' LOAD_CONST ('reason',) CALL_FUNCTION POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 90 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL MissingDependencyError CALL_METHOD SETUP_WITH to 34 POP_TOP LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'francais.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '-l' LOAD_CONST 'klz' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'missing_docinfo.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '-l' LOAD_CONST 'eng' LOAD_CONST '--skip-text' LOAD_CONST '--plugin' LOAD_GLOBAL Path LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL shutil LOAD_METHOD copy LOAD_GLOBAL str LOAD_FAST resources LOAD_CONST 'skew.pdf' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST outdir LOAD_CONST 'UPPERCASE.PDF' BINARY_TRUE_DIVIDE CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL check_ocrmypdf LOAD_FAST outdir LOAD_CONST 'UPPERCASE.PDF' BINARY_TRUE_DIVIDE LOAD_FAST outdir LOAD_CONST 'UPPERCASE_OUT.PDF' BINARY_TRUE_DIVIDE LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'does not exist.pdf' STORE_FAST input_file LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST input_file LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR input_file COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST input_file LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE STORE_FAST input_file LOAD_GLOBAL shutil LOAD_METHOD copy LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST input_file CALL_METHOD POP_TOP LOAD_FAST input_file LOAD_METHOD chmod LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST input_file LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR input_file COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST input_file CALL_FUNCTION LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL __file__ STORE_FAST input_file LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST input_file LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR input_file COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST input_file LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'skew.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--tesseract-pagesegmode' LOAD_CONST '7' LOAD_CONST '-v' LOAD_CONST '1' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--tesseract-oem' LOAD_CONST '1' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--tesseract-thresholding' LOAD_FAST value LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL SystemExit LOAD_CONST '2' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 42 POP_TOP LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf LOAD_CONST '--tesseract-thresholding' LOAD_FAST value LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf LOAD_CONST '-v' LOAD_CONST '1' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_crash.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR child_process_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST no_outpdf LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'SubprocessOutputError' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf LOAD_CONST '-r' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_crash.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR child_process_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST no_outpdf LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'uncaught exception' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'hugemono.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '-r' LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--max-image-mpixels' LOAD_CONST '0' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_big_image_error.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'darwin' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 12) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST encryption_level LOAD_CONST 4 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'GitHub Python 3.12 on macOS does not have openssl legacy support' CALL_METHOD POP_TOP LOAD_GLOBAL pikepdf LOAD_ATTR models LOAD_ATTR encryption LOAD_ATTR Encryption LOAD_CONST 'ocrmypdf' LOAD_CONST 'ocrmypdf' LOAD_FAST encryption_level LOAD_FAST encryption_level LOAD_CONST 4 COMPARE_OP >= LOAD_FAST encryption_level LOAD_CONST 6 COMPARE_OP == LOAD_CONST ('owner', 'user', 'R', 'aes', 'metadata') CALL_FUNCTION STORE_FAST encryption LOAD_GLOBAL pikepdf LOAD_METHOD open LOAD_FAST resources LOAD_CONST 'jbig2.pdf' BINARY_TRUE_DIVIDE CALL_METHOD SETUP_WITH to 104 STORE_FAST pdf LOAD_FAST pdf LOAD_ATTR save LOAD_FAST outpdf LOAD_FAST encryption LOAD_CONST ('encryption',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST outpdf LOAD_FAST outpdf LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR encrypted_pdf COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'encryption must be removed' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'jbig2.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--output-type' LOAD_CONST 'pdf' LOAD_CONST '--pdf-renderer' LOAD_CONST 'hocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION STORE_FAST out LOAD_GLOBAL PdfInfo LOAD_FAST out CALL_FUNCTION STORE_FAST out_pageinfo LOAD_FAST out_pageinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jbig2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ocrmypdf LOAD_ATTR ocr LOAD_FAST resources LOAD_CONST 'masks.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST 'tests/plugins/tesseract_noop.py' BUILD_LIST LOAD_CONST ('plugins',) CALL_FUNCTION LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'epson.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST '2400dpi.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL PdfInfo LOAD_FAST outpdf CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images LOAD_CONST 0 BINARY_SUBSCR STORE_FAST image LOAD_GLOBAL isclose LOAD_FAST image LOAD_ATTR dpi LOAD_ATTR x LOAD_FAST image LOAD_ATTR dpi LOAD_ATTR y CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isclose LOAD_FAST image LOAD_ATTR dpi LOAD_ATTR x LOAD_CONST 2400 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'overlay.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--skip-text' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'protected.pdf' BINARY_TRUE_DIVIDE STORE_FAST protected_file LOAD_FAST protected_file LOAD_METHOD touch CALL_METHOD POP_TOP LOAD_FAST protected_file LOAD_METHOD chmod LOAD_CONST 256 CALL_METHOD POP_TOP LOAD_FAST protected_file YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'jbig2.pdf' BINARY_TRUE_DIVIDE LOAD_FAST protected_file LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR file_access_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'test.cfg' BINARY_TRUE_DIVIDE STORE_FAST cfg_file LOAD_FAST cfg_file LOAD_METHOD open LOAD_CONST 'w' CALL_METHOD SETUP_WITH to 34 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_CONST 'load_system_dawg 0\nlanguage_model_penalty_non_dict_word 0\nlanguage_model_penalty_non_freq_dict_word 0\n' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cfg_file YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST '3small.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--tesseract-config' LOAD_FAST valid_tess_config LOAD_CONST '--pages' LOAD_CONST '1' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'test.cfg' BINARY_TRUE_DIVIDE STORE_FAST cfg_file LOAD_FAST cfg_file LOAD_METHOD open LOAD_CONST 'w' CALL_METHOD SETUP_WITH to 34 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_CONST 'THIS FILE IS INVALID\n' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cfg_file YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_CONST '--tesseract-config' LOAD_FAST invalid_tess_config CALL_FUNCTION STORE_FAST p LOAD_CONST 'parameter not found' LOAD_FAST p LOAD_ATTR stderr LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'error occurred while parsing' LOAD_FAST p LOAD_ATTR stderr LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'No error message' CALL_FUNCTION RAISE_VARARGS LOAD_FAST p LOAD_ATTR returncode LOAD_GLOBAL ExitCode LOAD_ATTR invalid_config COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'wordlist.txt' BINARY_TRUE_DIVIDE STORE_FAST word_list LOAD_FAST outdir LOAD_CONST 'sidecar.txt' BINARY_TRUE_DIVIDE STORE_FAST sidecar_after LOAD_FAST word_list LOAD_METHOD open LOAD_CONST 'w' CALL_METHOD SETUP_WITH to 42 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_CONST 'cromulent\n' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'crom.png' BINARY_TRUE_DIVIDE LOAD_FAST outdir LOAD_CONST 'out.pdf' BINARY_TRUE_DIVIDE LOAD_CONST '--image-dpi' LOAD_CONST 150 LOAD_CONST '--sidecar' LOAD_FAST sidecar_after LOAD_CONST '--user-words' LOAD_FAST word_list CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'formxobject.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST resources LOAD_CONST '3small.pdf' BINARY_TRUE_DIVIDE STORE_FAST infile LOAD_GLOBAL first_page_dimensions LOAD_FAST infile CALL_FUNCTION STORE_FAST before_dims LOAD_GLOBAL check_ocrmypdf LOAD_FAST infile LOAD_FAST outpdf LOAD_CONST '--pdf-renderer' LOAD_FAST renderer LOAD_GLOBAL have_unpaper CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '--clean' JUMP_FORWARD to 38 LOAD_CONST None LOAD_CONST '--deskew' LOAD_GLOBAL have_unpaper CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '--clean-final' JUMP_FORWARD to 52 LOAD_CONST None LOAD_CONST '-k' LOAD_CONST '--pages' LOAD_CONST '1' CALL_FUNCTION POP_TOP LOAD_GLOBAL first_page_dimensions LOAD_FAST outpdf CALL_FUNCTION STORE_FAST after_dims LOAD_GLOBAL isclose LOAD_FAST before_dims LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST after_dims LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0.0001 LOAD_CONST ('rel_tol',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isclose LOAD_FAST before_dims LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST after_dims LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0.0001 LOAD_CONST ('rel_tol',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'blank.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--skip-big' LOAD_CONST '5' LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'no_contents.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST resources LOAD_FAST image BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST input_file LOAD_GLOBAL str LOAD_FAST outpdf CALL_FUNCTION STORE_FAST output_file LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST input_file CALL_METHOD STORE_FAST im LOAD_GLOBAL open LOAD_FAST input_file LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 154 STORE_FAST input_stream LOAD_FAST ocrmypdf_exec LOAD_CONST '--optimize' LOAD_CONST '0' LOAD_CONST '--image-dpi' LOAD_CONST '150' LOAD_CONST '--output-type' LOAD_CONST 'pdf' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' LOAD_CONST '-' LOAD_FAST output_file BUILD_LIST BINARY_ADD STORE_FAST p_args LOAD_GLOBAL run LOAD_FAST p_args LOAD_CONST True LOAD_FAST input_stream LOAD_CONST True LOAD_CONST False LOAD_CONST ('capture_output', 'stdin', 'text', 'check') CALL_FUNCTION STORE_FAST p LOAD_FAST im LOAD_ATTR mode LOAD_CONST ('RGBA', 'LA') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST p LOAD_ATTR returncode LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 'alpha' LOAD_FAST p LOAD_ATTR stderr COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST p LOAD_ATTR returncode LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_FAST p LOAD_ATTR stderr CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PdfInfo LOAD_FAST output_file CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images LOAD_CONST 0 BINARY_SUBSCR STORE_FAST pdfimage LOAD_FAST input_file LOAD_METHOD endswith LOAD_CONST '.png' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jpeg COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Lossless compression changed to lossy!' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 244 LOAD_FAST input_file LOAD_METHOD endswith LOAD_CONST '.jpg' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jpeg COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Lossy compression changed to lossless!' CALL_FUNCTION RAISE_VARARGS LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'RGB' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'BGR' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR color LOAD_GLOBAL Colorspace LOAD_ATTR rgb COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Colorspace changed' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 332 LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'L' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR color LOAD_GLOBAL Colorspace LOAD_ATTR gray COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Colorspace changed' CALL_FUNCTION RAISE_VARARGS LOAD_FAST im LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST resources LOAD_FAST image BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST input_file LOAD_GLOBAL str LOAD_FAST outpdf CALL_FUNCTION STORE_FAST output_file LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST input_file CALL_METHOD STORE_FAST im LOAD_GLOBAL open LOAD_FAST input_file LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 118 STORE_FAST input_stream LOAD_FAST ocrmypdf_exec LOAD_CONST '--image-dpi' LOAD_CONST '150' LOAD_CONST '--output-type' LOAD_CONST 'pdfa' LOAD_CONST '--optimize' LOAD_CONST '0' LOAD_CONST '--pdfa-image-compression' LOAD_FAST compression LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' LOAD_CONST '-' LOAD_FAST output_file BUILD_LIST BINARY_ADD STORE_FAST p_args LOAD_GLOBAL run LOAD_FAST p_args LOAD_CONST True LOAD_FAST input_stream LOAD_CONST True LOAD_CONST False LOAD_CONST ('capture_output', 'stdin', 'text', 'check') CALL_FUNCTION STORE_FAST p LOAD_FAST p LOAD_ATTR returncode LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_FAST p LOAD_ATTR stderr CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PdfInfo LOAD_FAST output_file CALL_FUNCTION STORE_FAST pdfinfo LOAD_FAST pdfinfo LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images LOAD_CONST 0 BINARY_SUBSCR STORE_FAST pdfimage LOAD_FAST compression LOAD_CONST 'jpeg' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jpeg COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 222 LOAD_FAST image LOAD_METHOD endswith LOAD_CONST 'jpg' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jpeg COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 222 LOAD_FAST pdfimage LOAD_ATTR enc LOAD_GLOBAL Encoding LOAD_ATTR jpeg LOAD_GLOBAL Encoding LOAD_ATTR jpeg2000 BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'RGB' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'BGR' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR color LOAD_GLOBAL Colorspace LOAD_ATTR rgb COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Colorspace changed' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 308 LOAD_FAST im LOAD_ATTR mode LOAD_METHOD startswith LOAD_CONST 'L' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pdfimage LOAD_ATTR color LOAD_GLOBAL Colorspace LOAD_ATTR gray COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Colorspace changed' CALL_FUNCTION RAISE_VARARGS LOAD_FAST im LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST outpdf LOAD_METHOD with_suffix LOAD_CONST '.txt' CALL_METHOD STORE_FAST sidecar LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST '3small.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--skip-text' LOAD_CONST '--sidecar' LOAD_FAST sidecar LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL PdfInfo LOAD_FAST resources LOAD_CONST '3small.pdf' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST pdfinfo LOAD_GLOBAL len LOAD_FAST pdfinfo CALL_FUNCTION STORE_FAST num_pages LOAD_GLOBAL open LOAD_FAST sidecar LOAD_CONST 'utf-8' LOAD_CONST ('encoding',) CALL_FUNCTION SETUP_WITH to 80 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD STORE_FAST ocr_text POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ocr_text LOAD_METHOD count LOAD_CONST '\x0c' CALL_METHOD LOAD_FAST num_pages LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Sidecar page count does not match PDF page count' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outpdf LOAD_METHOD with_suffix LOAD_CONST '.txt' CALL_METHOD STORE_FAST sidecar LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--sidecar' LOAD_FAST sidecar LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL open LOAD_FAST sidecar LOAD_CONST 'utf-8' LOAD_CONST ('encoding',) CALL_FUNCTION SETUP_WITH to 58 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD STORE_FAST ocr_text POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'the' LOAD_FAST ocr_text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'ccitt.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--output-type' LOAD_CONST 'pdfa-' LOAD_FAST pdfa_level BINARY_ADD LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_cache.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL file_claims_pdfa LOAD_FAST outpdf CALL_FUNCTION STORE_FAST pdfa_info LOAD_FAST pdfa_info LOAD_CONST 'conformance' BINARY_SUBSCR LOAD_CONST 'PDF/A-' LOAD_FAST pdfa_level FORMAT_VALUE LOAD_CONST 'B' BUILD_STRING COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'hugemono.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf CALL_FUNCTION POP_TOP LOAD_CONST 'decompression bomb' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'max-image-mpixels' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'hugemono.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--max-image-mpixels' LOAD_CONST '2000' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_CONST 'ocrmypdf._pipeline.VECTOR_PAGE_DPI' LOAD_CONST 100 CALL_FUNCTION SETUP_WITH to 70 POP_TOP LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'vector.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL PdfInfo LOAD_FAST outpdf CALL_FUNCTION STORE_FAST info LOAD_GLOBAL len LOAD_FAST info LOAD_ATTR pages LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'added images to the vector PDF' CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_CONST 'ocrmypdf._pipeline.VECTOR_PAGE_DPI' LOAD_CONST 100 CALL_FUNCTION SETUP_WITH to 72 POP_TOP LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'vector.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL PdfInfo LOAD_FAST outpdf CALL_FUNCTION STORE_FAST info LOAD_GLOBAL len LOAD_FAST info LOAD_ATTR pages LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR images CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'force did not rasterize' CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outdir LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR file_access_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'is not a writable file' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Path LOAD_FAST outdir LOAD_CONST 'this_is_a_symlink' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST sym LOAD_FAST sym LOAD_METHOD symlink_to LOAD_FAST outdir LOAD_CONST 'out.pdf' BINARY_TRUE_DIVIDE CALL_METHOD POP_TOP LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST sym LOAD_CONST '--force-ocr' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST outdir LOAD_CONST 'out.pdf' BINARY_TRUE_DIVIDE LOAD_METHOD stat CALL_METHOD LOAD_ATTR st_size LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'target file not created' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'livecycle.pdf' BINARY_TRUE_DIVIDE LOAD_FAST no_outpdf CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR input_file COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_FAST caplog LOAD_ATTR text CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL MissingDependencyError CALL_METHOD SETUP_WITH to 24 POP_TOP LOAD_GLOBAL get_version LOAD_CONST 'NOT_FOUND_UNLIKELY_ON_PATH' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL MissingDependencyError CALL_METHOD SETUP_WITH to 58 POP_TOP LOAD_GLOBAL get_version LOAD_CONST 'sh' LOAD_CONST '-c' LOAD_CONST ('version_arg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL MissingDependencyError CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_GLOBAL get_version LOAD_CONST 'echo' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--fast-web-view' LOAD_FAST threshold LOAD_CONST '--optimize' LOAD_FAST optimize LOAD_CONST '--output-type' LOAD_FAST output_type LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_GLOBAL pikepdf LOAD_METHOD open LOAD_FAST outpdf CALL_METHOD SETUP_WITH to 60 STORE_FAST pdf LOAD_FAST pdf LOAD_ATTR is_linearized LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_ocrmypdf LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--image-dpi' LOAD_CONST '100' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION POP_TOP LOAD_CONST '--image-dpi is being ignored' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_FAST outpdf LOAD_CONST '--output-type=none' LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST p LOAD_FAST p LOAD_ATTR returncode LOAD_GLOBAL ExitCode LOAD_ATTR bad_args COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Set the output file to' LOAD_FAST p LOAD_ATTR stderr COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST resources LOAD_CONST 'trivial.pdf' BINARY_TRUE_DIVIDE LOAD_CONST '-' LOAD_CONST '--output-type=none' LOAD_CONST '--sidecar' LOAD_FAST outtxt LOAD_CONST '--plugin' LOAD_CONST 'tests/plugins/tesseract_noop.py' CALL_FUNCTION STORE_FAST exitcode LOAD_FAST exitcode LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST outtxt LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST outdir LOAD_CONST 'graph-bad-icc.pdf' BINARY_TRUE_DIVIDE STORE_FAST synth_input_file LOAD_GLOBAL pikepdf LOAD_METHOD open LOAD_FAST resources LOAD_CONST 'graph.pdf' BINARY_TRUE_DIVIDE CALL_METHOD SETUP_WITH to 98 STORE_FAST pdf LOAD_FAST pdf LOAD_ATTR make_stream LOAD_CONST b'invalid icc profile' LOAD_CONST 3 LOAD_GLOBAL pikepdf LOAD_ATTR Name LOAD_ATTR DeviceRGB LOAD_CONST ('N', 'Alternate') CALL_FUNCTION STORE_FAST icc LOAD_GLOBAL pikepdf LOAD_METHOD Array LOAD_GLOBAL pikepdf LOAD_ATTR Name LOAD_ATTR ICCBased LOAD_FAST icc BUILD_LIST CALL_METHOD LOAD_FAST pdf LOAD_ATTR pages LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR Resources LOAD_ATTR XObject LOAD_CONST '/Im0' BINARY_SUBSCR STORE_ATTR ColorSpace LOAD_FAST pdf LOAD_METHOD save LOAD_FAST synth_input_file CALL_METHOD POP_TOP LOAD_FAST synth_input_file YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL run_ocrmypdf_api LOAD_FAST graph_bad_icc LOAD_FAST outpdf CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_GLOBAL ExitCode LOAD_ATTR ok COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7faa5091da50, file "f.py", line 947> LOAD_CONST 'test_corrupt_icc.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST caplog LOAD_ATTR records GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST rec LOAD_CONST 'corrupt or unreadable ICC profile' LOAD_FAST rec LOAD_ATTR message COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE
from __future__ import annotations import os import shutil import sys from math import isclose from pathlib import Path from subprocess import run from unittest.mock import patch import pikepdf import pytest from PIL import Image import ocrmypdf from ocrmypdf._exec import tesseract from ocrmypdf.exceptions import ExitCode, MissingDependencyError from ocrmypdf.pdfa import file_claims_pdfa from ocrmypdf.pdfinfo import Colorspace, Encoding, PdfInfo from ocrmypdf.subprocess import get_version from .conftest import ( check_ocrmypdf, first_page_dimensions, have_unpaper, is_macos, run_ocrmypdf, run_ocrmypdf_api, running_in_docker, ) RENDERERS = ["hocr", "sandwich"] def test_quick(resources, outpdf): check_ocrmypdf( resources / "ccitt.pdf", outpdf, "--plugin", "tests/plugins/tesseract_cache.py" ) @pytest.mark.parametrize("renderer", RENDERERS) def test_oversample(renderer, resources, outpdf): oversampled_pdf = check_ocrmypdf( resources / "skew.pdf", outpdf, "--oversample", "350", "-f", "--pdf-renderer", renderer, "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(oversampled_pdf) print(pdfinfo[0].dpi.x) assert abs(pdfinfo[0].dpi.x - 350) < 1 def test_repeat_ocr(resources, no_outpdf): result = run_ocrmypdf_api(resources / "graph_ocred.pdf", no_outpdf) assert result == ExitCode.already_done_ocr def test_force_ocr(resources, outpdf): out = check_ocrmypdf( resources / "graph_ocred.pdf", outpdf, "-f", "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(out) assert pdfinfo[0].has_text def test_skip_ocr(resources, outpdf): out = check_ocrmypdf( resources / "graph_ocred.pdf", outpdf, "-s", "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(out) assert pdfinfo[0].has_text def test_redo_ocr(resources, outpdf): in_ = resources / "graph_ocred.pdf" before = PdfInfo(in_, detailed_analysis=True) out = outpdf out = check_ocrmypdf(in_, out, "--redo-ocr") after = PdfInfo(out, detailed_analysis=True) assert before[0].has_text and after[0].has_text assert ( before[0].get_textareas() != after[0].get_textareas() ), "Expected text to be different after re-OCR" def test_argsfile(resources, outdir): path_argsfile = outdir / "test_argsfile.txt" with open(str(path_argsfile), "w") as argsfile: print( "--title", "ArgsFile Test", "--author", "Test Cases", "--plugin", "tests/plugins/tesseract_noop.py", sep="\n", end="\n", file=argsfile, ) check_ocrmypdf( resources / "graph.pdf", path_argsfile, "@" + str(outdir / "test_argsfile.txt") ) @pytest.mark.parametrize("renderer", RENDERERS) def test_ocr_timeout(renderer, resources, outpdf): out = check_ocrmypdf( resources / "skew.pdf", outpdf, "--tesseract-timeout", "0", "--pdf-renderer", renderer, ) pdfinfo = PdfInfo(out) assert not pdfinfo[0].has_text def test_skip_big(resources, outpdf): out = check_ocrmypdf( resources / "jbig2.pdf", outpdf, "--skip-big", "1", "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(out) assert not pdfinfo[0].has_text @pytest.mark.parametrize("renderer", RENDERERS) @pytest.mark.parametrize("output_type", ["pdf", "pdfa"]) def test_maximum_options(renderer, output_type, multipage, outpdf): check_ocrmypdf( multipage, outpdf, "-d", "-ci" if have_unpaper() else None, "-f", "-k", "--oversample", "300", "--skip-big", "10", "--title", "Too Many Weird Files", "--author", "py.test", "--pdf-renderer", renderer, "--output-type", output_type, "--plugin", "tests/plugins/tesseract_cache.py", ) @pytest.mark.skipif( tesseract.version() >= tesseract.TesseractVersion("5"), reason="tess 5 tries harder to find its files", ) def test_tesseract_missing_tessdata(monkeypatch, resources, no_outpdf, tmpdir): monkeypatch.setenv("TESSDATA_PREFIX", os.fspath(tmpdir)) with pytest.raises(MissingDependencyError): run_ocrmypdf_api(resources / "graph.pdf", no_outpdf, "-v", "1", "--skip-text") def test_invalid_input_pdf(resources, no_outpdf): result = run_ocrmypdf_api(resources / "invalid.pdf", no_outpdf) assert result == ExitCode.input_file def test_blank_input_pdf(resources, outpdf): result = run_ocrmypdf_api(resources / "blank.pdf", outpdf) assert result == ExitCode.ok def test_force_ocr_on_pdf_with_no_images(resources, no_outpdf): exitcode = run_ocrmypdf_api( resources / "blank.pdf", no_outpdf, "--force-ocr", "--plugin", "tests/plugins/tesseract_crash.py", ) assert exitcode == ExitCode.child_process_error assert not no_outpdf.exists() @pytest.mark.skipif( is_macos(), reason="takes too long to install language packs in macOS homebrew", ) def test_german(resources, outdir): sidecar = outdir / "francais.txt" try: check_ocrmypdf( resources / "francais.pdf", outdir / "francais.pdf", "-l", "deu", # more commonly installed "--sidecar", sidecar, "--plugin", "tests/plugins/tesseract_cache.py", ) except MissingDependencyError: if "deu" not in tesseract.get_languages(): pytest.xfail(reason="tesseract-deu language pack not installed") raise def test_klingon(resources, outpdf): with pytest.raises(MissingDependencyError): run_ocrmypdf_api(resources / "francais.pdf", outpdf, "-l", "klz") def test_missing_docinfo(resources, outpdf): result = run_ocrmypdf_api( resources / "missing_docinfo.pdf", outpdf, "-l", "eng", "--skip-text", "--plugin", Path("tests/plugins/tesseract_noop.py"), ) assert result == ExitCode.ok def test_uppercase_extension(resources, outdir): shutil.copy(str(resources / "skew.pdf"), str(outdir / "UPPERCASE.PDF")) check_ocrmypdf( outdir / "UPPERCASE.PDF", outdir / "UPPERCASE_OUT.PDF", "--plugin", "tests/plugins/tesseract_noop.py", ) def test_input_file_not_found(caplog, no_outpdf): input_file = "does not exist.pdf" result = run_ocrmypdf_api(input_file, no_outpdf) assert result == ExitCode.input_file assert input_file in caplog.text @pytest.mark.skipif(os.name == "nt" or running_in_docker(), reason="chmod") def test_input_file_not_readable(caplog, resources, outdir, no_outpdf): input_file = outdir / "trivial.pdf" shutil.copy(resources / "trivial.pdf", input_file) input_file.chmod(0o000) result = run_ocrmypdf_api(input_file, no_outpdf) assert result == ExitCode.input_file assert str(input_file) in caplog.text def test_input_file_not_a_pdf(caplog, no_outpdf): input_file = __file__ # Try to OCR this file result = run_ocrmypdf_api(input_file, no_outpdf) assert result == ExitCode.input_file if os.name != "nt": # name will be mangled with \\'s on nt assert input_file in caplog.text @pytest.mark.parametrize("renderer", RENDERERS) def test_pagesegmode(renderer, resources, outpdf): check_ocrmypdf( resources / "skew.pdf", outpdf, "--tesseract-pagesegmode", "7", "-v", "1", "--pdf-renderer", renderer, "--plugin", "tests/plugins/tesseract_cache.py", ) def test_tesseract_oem(resources, outpdf): check_ocrmypdf( resources / "trivial.pdf", outpdf, "--tesseract-oem", "1", "--plugin", "tests/plugins/tesseract_cache.py", ) @pytest.mark.parametrize("value", ["auto", "otsu", "adaptive-otsu", "sauvola"]) def test_tesseract_thresholding(value, resources, outpdf): check_ocrmypdf( resources / "trivial.pdf", outpdf, "--tesseract-thresholding", value, "--plugin", "tests/plugins/tesseract_cache.py", ) @pytest.mark.parametrize("value", ["abcxyz"]) def test_tesseract_thresholding_invalid(value, resources, no_outpdf): with pytest.raises(SystemExit, match="2"): run_ocrmypdf_api( resources / "trivial.pdf", no_outpdf, "--tesseract-thresholding", value, "--plugin", "tests/plugins/tesseract_cache.py", ) @pytest.mark.parametrize("renderer", RENDERERS) def test_tesseract_crash(renderer, resources, no_outpdf, caplog): exitcode = run_ocrmypdf_api( resources / "ccitt.pdf", no_outpdf, "-v", "1", "--pdf-renderer", renderer, "--plugin", "tests/plugins/tesseract_crash.py", ) assert exitcode == ExitCode.child_process_error assert not no_outpdf.exists() assert "SubprocessOutputError" in caplog.text def test_tesseract_crash_autorotate(resources, no_outpdf, caplog): exitcode = run_ocrmypdf_api( resources / "ccitt.pdf", no_outpdf, "-r", "--plugin", "tests/plugins/tesseract_crash.py", ) assert exitcode == ExitCode.child_process_error assert not no_outpdf.exists() assert "uncaught exception" in caplog.text @pytest.mark.parametrize("renderer", RENDERERS) @pytest.mark.slow def test_tesseract_image_too_big(renderer, resources, outpdf): check_ocrmypdf( resources / "hugemono.pdf", outpdf, "-r", "--pdf-renderer", renderer, "--max-image-mpixels", "0", "--plugin", "tests/plugins/tesseract_big_image_error.py", ) @pytest.mark.parametrize("encryption_level", [2, 3, 4, 6]) def test_encrypted(resources, outpdf, encryption_level, caplog): if os.name == "darwin" and sys.version_info >= (3, 12) and encryption_level <= 4: pytest.skip("GitHub Python 3.12 on macOS does not have openssl legacy support") encryption = pikepdf.models.encryption.Encryption( owner="ocrmypdf", user="ocrmypdf", R=encryption_level, aes=(encryption_level >= 4), metadata=(encryption_level == 6), ) with pikepdf.open(resources / "jbig2.pdf") as pdf: pdf.save(outpdf, encryption=encryption) exitcode = run_ocrmypdf_api( outpdf, outpdf, "--plugin", "tests/plugins/tesseract_noop.py", ) assert exitcode == ExitCode.encrypted_pdf assert "encryption must be removed" in caplog.text def test_jbig2_passthrough(resources, outpdf): out = check_ocrmypdf( resources / "jbig2.pdf", outpdf, "--output-type", "pdf", "--pdf-renderer", "hocr", "--plugin", "tests/plugins/tesseract_cache.py", ) out_pageinfo = PdfInfo(out) assert out_pageinfo[0].images[0].enc == Encoding.jbig2 def test_masks(resources, outpdf): assert ( ocrmypdf.ocr( resources / "masks.pdf", outpdf, plugins=["tests/plugins/tesseract_noop.py"] ) == ExitCode.ok ) def test_linearized_pdf_and_indirect_object(resources, outpdf): check_ocrmypdf( resources / "epson.pdf", outpdf, "--plugin", "tests/plugins/tesseract_noop.py" ) def test_very_high_dpi(resources, outpdf): """Checks for a Decimal quantize error with high DPI, etc.""" check_ocrmypdf( resources / "2400dpi.pdf", outpdf, "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(outpdf) image = pdfinfo[0].images[0] assert isclose(image.dpi.x, image.dpi.y) assert isclose(image.dpi.x, 2400) def test_overlay(resources, outpdf): check_ocrmypdf( resources / "overlay.pdf", outpdf, "--skip-text", "--plugin", "tests/plugins/tesseract_noop.py", ) @pytest.fixture def protected_file(outdir): protected_file = outdir / "protected.pdf" protected_file.touch() protected_file.chmod(0o400) # Read-only yield protected_file @pytest.mark.skipif( os.name == "nt" or os.geteuid() == 0, reason="root can write to anything" ) def test_destination_not_writable(resources, protected_file): exitcode = run_ocrmypdf_api( resources / "jbig2.pdf", protected_file, "--plugin", "tests/plugins/tesseract_noop.py", ) assert exitcode == ExitCode.file_access_error @pytest.fixture def valid_tess_config(outdir): cfg_file = outdir / "test.cfg" with cfg_file.open("w") as f: f.write( """\ load_system_dawg 0 language_model_penalty_non_dict_word 0 language_model_penalty_non_freq_dict_word 0 """ ) yield cfg_file def test_tesseract_config_valid(resources, valid_tess_config, outpdf): check_ocrmypdf( resources / "3small.pdf", outpdf, "--tesseract-config", valid_tess_config, "--pages", "1", ) @pytest.fixture def invalid_tess_config(outdir): cfg_file = outdir / "test.cfg" with cfg_file.open("w") as f: f.write( """\ THIS FILE IS INVALID """ ) yield cfg_file @pytest.mark.slow # This test sometimes times out in CI @pytest.mark.parametrize("renderer", RENDERERS) def test_tesseract_config_invalid(renderer, resources, invalid_tess_config, outpdf): p = run_ocrmypdf( resources / "ccitt.pdf", outpdf, "--pdf-renderer", renderer, "--tesseract-config", invalid_tess_config, ) assert ( "parameter not found" in p.stderr.lower() or "error occurred while parsing" in p.stderr.lower() ), "No error message" assert p.returncode == ExitCode.invalid_config def test_user_words_ocr(resources, outdir): word_list = outdir / "wordlist.txt" sidecar_after = outdir / "sidecar.txt" with word_list.open("w") as f: f.write("cromulent\n") # a perfectly cromulent word check_ocrmypdf( resources / "crom.png", outdir / "out.pdf", "--image-dpi", 150, "--sidecar", sidecar_after, "--user-words", word_list, ) def test_form_xobject(resources, outpdf): check_ocrmypdf( resources / "formxobject.pdf", outpdf, "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) @pytest.mark.parametrize("renderer", RENDERERS) def test_pagesize_consistency(renderer, resources, outpdf): infile = resources / "3small.pdf" before_dims = first_page_dimensions(infile) check_ocrmypdf( infile, outpdf, "--pdf-renderer", renderer, "--clean" if have_unpaper() else None, "--deskew", "--clean-final" if have_unpaper() else None, "-k", "--pages", "1", ) after_dims = first_page_dimensions(outpdf) assert isclose(before_dims[0], after_dims[0], rel_tol=1e-4) assert isclose(before_dims[1], after_dims[1], rel_tol=1e-4) def test_skip_big_with_no_images(resources, outpdf): check_ocrmypdf( resources / "blank.pdf", outpdf, "--skip-big", "5", "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) def test_no_contents(resources, outpdf): check_ocrmypdf( resources / "no_contents.pdf", outpdf, "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) @pytest.mark.parametrize( "image", ["baiona.png", "baiona_gray.png", "baiona_alpha.png", "baiona_color.jpg"] ) def test_compression_preserved(ocrmypdf_exec, resources, image, outpdf): input_file = str(resources / image) output_file = str(outpdf) im = Image.open(input_file) with open(input_file, "rb") as input_stream: p_args = ocrmypdf_exec + [ "--optimize", "0", "--image-dpi", "150", "--output-type", "pdf", "--plugin", "tests/plugins/tesseract_noop.py", "-", output_file, ] p = run( p_args, capture_output=True, stdin=input_stream, text=True, check=False, ) if im.mode in ("RGBA", "LA"): assert p.returncode != ExitCode.ok and "alpha" in p.stderr return assert p.returncode == ExitCode.ok, p.stderr pdfinfo = PdfInfo(output_file) pdfimage = pdfinfo[0].images[0] if input_file.endswith(".png"): assert pdfimage.enc != Encoding.jpeg, "Lossless compression changed to lossy!" elif input_file.endswith(".jpg"): assert pdfimage.enc == Encoding.jpeg, "Lossy compression changed to lossless!" if im.mode.startswith("RGB") or im.mode.startswith("BGR"): assert pdfimage.color == Colorspace.rgb, "Colorspace changed" elif im.mode.startswith("L"): assert pdfimage.color == Colorspace.gray, "Colorspace changed" im.close() @pytest.mark.parametrize( "image,compression", [ ("baiona.png", "jpeg"), ("baiona_gray.png", "lossless"), ("baiona_color.jpg", "lossless"), ], ) def test_compression_changed(ocrmypdf_exec, resources, image, compression, outpdf): input_file = str(resources / image) output_file = str(outpdf) im = Image.open(input_file) with open(input_file, "rb") as input_stream: p_args = ocrmypdf_exec + [ "--image-dpi", "150", "--output-type", "pdfa", "--optimize", "0", "--pdfa-image-compression", compression, "--plugin", "tests/plugins/tesseract_noop.py", "-", output_file, ] p = run( p_args, capture_output=True, stdin=input_stream, text=True, check=False, ) assert p.returncode == ExitCode.ok, p.stderr pdfinfo = PdfInfo(output_file) pdfimage = pdfinfo[0].images[0] if compression == "jpeg": assert pdfimage.enc == Encoding.jpeg else: if image.endswith("jpg"): assert pdfimage.enc == Encoding.jpeg else: assert pdfimage.enc not in (Encoding.jpeg, Encoding.jpeg2000) if im.mode.startswith("RGB") or im.mode.startswith("BGR"): assert pdfimage.color == Colorspace.rgb, "Colorspace changed" elif im.mode.startswith("L"): assert pdfimage.color == Colorspace.gray, "Colorspace changed" im.close() def test_sidecar_pagecount(resources, outpdf): sidecar = outpdf.with_suffix(".txt") check_ocrmypdf( resources / "3small.pdf", outpdf, "--skip-text", "--sidecar", sidecar, "--plugin", "tests/plugins/tesseract_cache.py", ) pdfinfo = PdfInfo(resources / "3small.pdf") num_pages = len(pdfinfo) with open(sidecar, encoding="utf-8") as f: ocr_text = f.read() assert ( ocr_text.count("\f") == num_pages - 1 ), "Sidecar page count does not match PDF page count" def test_sidecar_nonempty(resources, outpdf): sidecar = outpdf.with_suffix(".txt") check_ocrmypdf( resources / "ccitt.pdf", outpdf, "--sidecar", sidecar, "--plugin", "tests/plugins/tesseract_cache.py", ) with open(sidecar, encoding="utf-8") as f: ocr_text = f.read() assert "the" in ocr_text @pytest.mark.parametrize("pdfa_level", ["1", "2", "3"]) def test_pdfa_n(pdfa_level, resources, outpdf): check_ocrmypdf( resources / "ccitt.pdf", outpdf, "--output-type", "pdfa-" + pdfa_level, "--plugin", "tests/plugins/tesseract_cache.py", ) pdfa_info = file_claims_pdfa(outpdf) assert pdfa_info["conformance"] == f"PDF/A-{pdfa_level}B" def test_decompression_bomb_error(resources, outpdf, caplog): run_ocrmypdf_api(resources / "hugemono.pdf", outpdf) assert "decompression bomb" in caplog.text assert "max-image-mpixels" in caplog.text @pytest.mark.slow def test_decompression_bomb_succeeds(resources, outpdf): exitcode = run_ocrmypdf_api( resources / "hugemono.pdf", outpdf, "--max-image-mpixels", "2000" ) assert exitcode == 0 def test_text_curves(resources, outpdf): with patch("ocrmypdf._pipeline.VECTOR_PAGE_DPI", 100): check_ocrmypdf( resources / "vector.pdf", outpdf, "--plugin", "tests/plugins/tesseract_noop.py", ) info = PdfInfo(outpdf) assert len(info.pages[0].images) == 0, "added images to the vector PDF" def test_text_curves_force(resources, outpdf): with patch("ocrmypdf._pipeline.VECTOR_PAGE_DPI", 100): check_ocrmypdf( resources / "vector.pdf", outpdf, "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) info = PdfInfo(outpdf) assert len(info.pages[0].images) != 0, "force did not rasterize" def test_output_is_dir(resources, outdir, caplog): exitcode = run_ocrmypdf_api( resources / "trivial.pdf", outdir, "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) assert exitcode == ExitCode.file_access_error assert "is not a writable file" in caplog.text @pytest.mark.skipif(os.name == "nt", reason="symlink needs admin permissions") def test_output_is_symlink(resources, outdir): sym = Path(outdir / "this_is_a_symlink") sym.symlink_to(outdir / "out.pdf") exitcode = run_ocrmypdf_api( resources / "trivial.pdf", sym, "--force-ocr", "--plugin", "tests/plugins/tesseract_noop.py", ) assert exitcode == ExitCode.ok assert (outdir / "out.pdf").stat().st_size > 0, "target file not created" def test_livecycle(resources, no_outpdf, caplog): exitcode = run_ocrmypdf_api(resources / "livecycle.pdf", no_outpdf) assert exitcode == ExitCode.input_file, caplog.text def test_version_check(): with pytest.raises(MissingDependencyError): get_version("NOT_FOUND_UNLIKELY_ON_PATH") with pytest.raises(MissingDependencyError): get_version("sh", version_arg="-c") with pytest.raises(MissingDependencyError): get_version("echo") @pytest.mark.parametrize( "threshold, optimize, output_type, expected", [ [1.0, 0, "pdfa", False], [1.0, 0, "pdf", False], [0.0, 0, "pdfa", True], [0.0, 0, "pdf", True], [1.0, 1, "pdfa", False], [1.0, 1, "pdf", False], [0.0, 1, "pdfa", True], [0.0, 1, "pdf", True], ], ) def test_fast_web_view(resources, outpdf, threshold, optimize, output_type, expected): check_ocrmypdf( resources / "trivial.pdf", outpdf, "--fast-web-view", threshold, "--optimize", optimize, "--output-type", output_type, "--plugin", "tests/plugins/tesseract_noop.py", ) with pikepdf.open(outpdf) as pdf: assert pdf.is_linearized == expected def test_image_dpi_not_image(caplog, resources, outpdf): check_ocrmypdf( resources / "trivial.pdf", outpdf, "--image-dpi", "100", "--plugin", "tests/plugins/tesseract_noop.py", ) assert "--image-dpi is being ignored" in caplog.text def test_outputtype_none_bad_setup(resources, outpdf): p = run_ocrmypdf( resources / "trivial.pdf", outpdf, "--output-type=none", "--plugin", "tests/plugins/tesseract_noop.py", ) assert p.returncode == ExitCode.bad_args assert "Set the output file to" in p.stderr def test_outputtype_none(resources, outtxt): exitcode = run_ocrmypdf_api( resources / "trivial.pdf", "-", "--output-type=none", "--sidecar", outtxt, "--plugin", "tests/plugins/tesseract_noop.py", ) assert exitcode == ExitCode.ok assert outtxt.exists() @pytest.fixture def graph_bad_icc(resources, outdir): synth_input_file = outdir / "graph-bad-icc.pdf" with pikepdf.open(resources / "graph.pdf") as pdf: icc = pdf.make_stream( b"invalid icc profile", N=3, Alternate=pikepdf.Name.DeviceRGB ) pdf.pages[0].Resources.XObject["/Im0"].ColorSpace = pikepdf.Array( [pikepdf.Name.ICCBased, icc] ) pdf.save(synth_input_file) yield synth_input_file def test_corrupt_icc(graph_bad_icc, outpdf, caplog): result = run_ocrmypdf_api(graph_bad_icc, outpdf) assert result == ExitCode.ok assert any( "corrupt or unreadable ICC profile" in rec.message for rec in caplog.records )
data/ocrmypdf-16.1.1/tests/test_main.py
15,727
9,028
136,187
SETUP_ANNOTATIONS LOAD_CONST 'Utilities for defining Python tests. The module is private and subject to frequent\nchange without notice.\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME gc STORE_NAME gc LOAD_CONST 0 LOAD_CONST None IMPORT_NAME importlib.util STORE_NAME importlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME multiprocessing STORE_NAME multiprocessing LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME platform STORE_NAME platform LOAD_CONST 0 LOAD_CONST None IMPORT_NAME socket STORE_NAME socket LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('ThreadPoolExecutor',) IMPORT_NAME concurrent.futures IMPORT_FROM ThreadPoolExecutor STORE_NAME ThreadPoolExecutor POP_TOP LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('StringIO',) IMPORT_NAME io IMPORT_FROM StringIO STORE_NAME StringIO POP_TOP LOAD_CONST 0 LOAD_CONST ('system',) IMPORT_NAME platform IMPORT_FROM system STORE_NAME system POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'Generator', 'List', 'Optional', 'Sequence', 'Set', 'Tuple', 'TypedDict', 'TypeVar', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Set STORE_NAME Set IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM TypedDict STORE_NAME TypedDict IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('sparse',) IMPORT_NAME scipy IMPORT_FROM sparse STORE_NAME sparse POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME xgboost STORE_NAME xgb LOAD_CONST 0 LOAD_CONST ('ArrayLike',) IMPORT_NAME xgboost.core IMPORT_FROM ArrayLike STORE_NAME ArrayLike POP_TOP LOAD_CONST 0 LOAD_CONST ('SklObjective',) IMPORT_NAME xgboost.sklearn IMPORT_FROM SklObjective STORE_NAME SklObjective POP_TOP LOAD_CONST 0 LOAD_CONST ('get_california_housing', 'get_cancer', 'get_digits', 'get_sparse', 'memory') IMPORT_NAME xgboost.testing.data IMPORT_FROM get_california_housing STORE_NAME get_california_housing IMPORT_FROM get_cancer STORE_NAME get_cancer IMPORT_FROM get_digits STORE_NAME get_digits IMPORT_FROM get_sparse STORE_NAME get_sparse IMPORT_FROM memory STORE_NAME memory POP_TOP LOAD_NAME pytest LOAD_METHOD importorskip LOAD_CONST 'hypothesis' CALL_METHOD STORE_NAME hypothesis LOAD_CONST 0 LOAD_CONST ('strategies',) IMPORT_NAME hypothesis IMPORT_FROM strategies STORE_NAME strategies POP_TOP LOAD_CONST 0 LOAD_CONST ('arrays',) IMPORT_NAME hypothesis.extra.numpy IMPORT_FROM arrays STORE_NAME arrays POP_TOP LOAD_NAME pytest LOAD_METHOD importorskip LOAD_CONST 'sklearn.datasets' CALL_METHOD STORE_NAME datasets LOAD_NAME TypedDict LOAD_CONST 'PytestSkip' LOAD_NAME bool LOAD_NAME str LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PytestSkip LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object has_ipv6 at 0x7fab41b2bdb0, file "f.py", line 57> LOAD_CONST 'has_ipv6' MAKE_FUNCTION STORE_NAME has_ipv6 LOAD_NAME str LOAD_NAME PytestSkip LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object no_mod at 0x7fab41b2b1e0, file "f.py", line 83> LOAD_CONST 'no_mod' MAKE_FUNCTION STORE_NAME no_mod LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_ipv6 at 0x7fab41b2b540, file "f.py", line 88> LOAD_CONST 'no_ipv6' MAKE_FUNCTION STORE_NAME no_ipv6 LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_ubjson at 0x7fab41b2bae0, file "f.py", line 93> LOAD_CONST 'no_ubjson' MAKE_FUNCTION STORE_NAME no_ubjson LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_sklearn at 0x7fab41b2b4b0, file "f.py", line 97> LOAD_CONST 'no_sklearn' MAKE_FUNCTION STORE_NAME no_sklearn LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_dask at 0x7fab41b2b9c0, file "f.py", line 101> LOAD_CONST 'no_dask' MAKE_FUNCTION STORE_NAME no_dask LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_dask_ml at 0x7fab41b2bc90, file "f.py", line 107> LOAD_CONST 'no_dask_ml' MAKE_FUNCTION STORE_NAME no_dask_ml LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_spark at 0x7fab41b2ba50, file "f.py", line 113> LOAD_CONST 'no_spark' MAKE_FUNCTION STORE_NAME no_spark LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_pandas at 0x7fab41b2b660, file "f.py", line 119> LOAD_CONST 'no_pandas' MAKE_FUNCTION STORE_NAME no_pandas LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_arrow at 0x7fab41b2b030, file "f.py", line 123> LOAD_CONST 'no_arrow' MAKE_FUNCTION STORE_NAME no_arrow LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_modin at 0x7fab820715d0, file "f.py", line 127> LOAD_CONST 'no_modin' MAKE_FUNCTION STORE_NAME no_modin LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_dt at 0x7fab82071a50, file "f.py", line 131> LOAD_CONST 'no_dt' MAKE_FUNCTION STORE_NAME no_dt LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_matplotlib at 0x7fab820719c0, file "f.py", line 135> LOAD_CONST 'no_matplotlib' MAKE_FUNCTION STORE_NAME no_matplotlib LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_dask_cuda at 0x7fab82071f60, file "f.py", line 145> LOAD_CONST 'no_dask_cuda' MAKE_FUNCTION STORE_NAME no_dask_cuda LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_cudf at 0x7fab82071e40, file "f.py", line 149> LOAD_CONST 'no_cudf' MAKE_FUNCTION STORE_NAME no_cudf LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_cupy at 0x7fab82071810, file "f.py", line 153> LOAD_CONST 'no_cupy' MAKE_FUNCTION STORE_NAME no_cupy LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_dask_cudf at 0x7fab82071db0, file "f.py", line 157> LOAD_CONST 'no_dask_cudf' MAKE_FUNCTION STORE_NAME no_dask_cudf LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_json_schema at 0x7fab82071420, file "f.py", line 161> LOAD_CONST 'no_json_schema' MAKE_FUNCTION STORE_NAME no_json_schema LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_graphviz at 0x7fab820710c0, file "f.py", line 165> LOAD_CONST 'no_graphviz' MAKE_FUNCTION STORE_NAME no_graphviz LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object no_rmm at 0x7fab820714b0, file "f.py", line 169> LOAD_CONST 'no_rmm' MAKE_FUNCTION STORE_NAME no_rmm LOAD_NAME Any LOAD_NAME PytestSkip LOAD_CONST ('args', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object no_multiple at 0x7fab82071d20, file "f.py", line 173> LOAD_CONST 'no_multiple' MAKE_FUNCTION STORE_NAME no_multiple LOAD_NAME PytestSkip LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object skip_s390x at 0x7fab82071930, file "f.py", line 184> LOAD_CONST 'skip_s390x' MAKE_FUNCTION STORE_NAME skip_s390x LOAD_BUILD_CLASS LOAD_CONST <code object IteratorForTest at 0x7fab82071c90, file "f.py", line 190> LOAD_CONST 'IteratorForTest' MAKE_FUNCTION LOAD_CONST 'IteratorForTest' LOAD_NAME xgb LOAD_ATTR core LOAD_ATTR DataIter CALL_FUNCTION STORE_NAME IteratorForTest LOAD_CONST (False,) LOAD_CONST False LOAD_CONST ('vary_size',) BUILD_CONST_KEY_MAP LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples_per_batch', 'n_features', 'n_batches', 'use_cupy', 'vary_size', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_batches at 0x7fab82071150, file "f.py", line 241> LOAD_CONST 'make_batches' MAKE_FUNCTION STORE_NAME make_batches LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME ArrayLike LOAD_NAME ArrayLike LOAD_NAME ArrayLike BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples', 'n_features', 'use_cupy', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_regression at 0x7fab820718a0, file "f.py", line 269> LOAD_CONST 'make_regression' MAKE_FUNCTION STORE_NAME make_regression LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME float LOAD_NAME Tuple LOAD_NAME List LOAD_NAME sparse LOAD_ATTR csr_matrix BINARY_SUBSCR LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples_per_batch', 'n_features', 'n_batches', 'sparsity', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_batches_sparse at 0x7fab82071ae0, file "f.py", line 277> LOAD_CONST 'make_batches_sparse' MAKE_FUNCTION STORE_NAME make_batches_sparse LOAD_BUILD_CLASS LOAD_CONST <code object TestDataset at 0x7faaac3cddb0, file "f.py", line 301> LOAD_CONST 'TestDataset' MAKE_FUNCTION LOAD_CONST 'TestDataset' CALL_FUNCTION STORE_NAME TestDataset LOAD_NAME memory LOAD_ATTR cache LOAD_CONST (0.0, 1.0, False) LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_NAME float LOAD_NAME float LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME ArrayLike LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples', 'n_features', 'n_categories', 'onehot', 'sparsity', 'cat_ratio', 'shuffle', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_categorical at 0x7faaac3cdf60, file "f.py", line 369> LOAD_CONST 'make_categorical' MAKE_FUNCTION CALL_FUNCTION STORE_NAME make_categorical LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME Tuple LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples', 'n_features', 'n_query_groups', 'max_rel', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_ltr at 0x7faaac3cd8a0, file "f.py", line 441> LOAD_CONST 'make_ltr' MAKE_FUNCTION STORE_NAME make_ltr LOAD_NAME strategies LOAD_ATTR SearchStrategy LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _cat_sampled_from at 0x7faaac3cdae0, file "f.py", line 459> LOAD_CONST '_cat_sampled_from' MAKE_FUNCTION STORE_NAME _cat_sampled_from LOAD_NAME _cat_sampled_from CALL_FUNCTION STORE_NAME categorical_dataset_strategy LOAD_NAME strategies LOAD_ATTR SearchStrategy LOAD_NAME __annotations__ LOAD_CONST 'categorical_dataset_strategy' STORE_SUBSCR LOAD_NAME memory LOAD_ATTR cache LOAD_NAME int LOAD_NAME int LOAD_NAME float LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME Union LOAD_NAME sparse LOAD_ATTR csr_matrix BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n_samples', 'n_features', 'sparsity', 'as_dense', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_sparse_regression at 0x7faaac3cd1e0, file "f.py", line 494> LOAD_CONST 'make_sparse_regression' MAKE_FUNCTION CALL_FUNCTION STORE_NAME make_sparse_regression LOAD_NAME strategies LOAD_METHOD sampled_from LOAD_NAME TestDataset LOAD_CONST '1e5x8-0.95-csr' LOAD_CONST <code object <lambda> at 0x7faaac3cded0, file "f.py", line 582> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST '1e5x8-0.5-csr' LOAD_CONST <code object <lambda> at 0x7faaac3cd780, file "f.py", line 588> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST '1e5x8-0.5-dense' LOAD_CONST <code object <lambda> at 0x7faaac3cd5d0, file "f.py", line 594> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST '1e5x8-0.05-csr' LOAD_CONST <code object <lambda> at 0x7faaac3cd390, file "f.py", line 600> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST '1e5x8-0.05-dense' LOAD_CONST <code object <lambda> at 0x7faaac3cd810, file "f.py", line 606> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_NAME sparse_datasets_strategy LOAD_NAME strategies LOAD_ATTR SearchStrategy LOAD_NAME Callable LOAD_CONST ('unweighted_strategy', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_datasets_with_margin at 0x7fab40da1ed0, file "f.py", line 614> LOAD_CONST 'make_datasets_with_margin' MAKE_FUNCTION STORE_NAME make_datasets_with_margin LOAD_NAME memory LOAD_ATTR cache LOAD_NAME Callable LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object make_dataset_strategy at 0x7fab81f22030, file "f.py", line 652> LOAD_CONST 'make_dataset_strategy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME make_dataset_strategy LOAD_NAME strategies LOAD_METHOD sampled_from LOAD_NAME TestDataset LOAD_CONST 'digits' LOAD_NAME get_digits LOAD_CONST 'multi:softmax' LOAD_CONST 'mlogloss' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST 'mtreg' LOAD_CONST <code object <lambda> at 0x7fab40da19c0, file "f.py", line 681> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_NAME TestDataset LOAD_CONST 'mtreg-l1' LOAD_CONST <code object <lambda> at 0x7fab81f220c0, file "f.py", line 687> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:absoluteerror' LOAD_CONST 'mae' CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_NAME _unweighted_multi_datasets_strategy LOAD_NAME make_datasets_with_margin LOAD_NAME _unweighted_multi_datasets_strategy CALL_FUNCTION CALL_FUNCTION STORE_NAME multi_dataset_strategy LOAD_CONST (0.0001,) LOAD_NAME Sequence LOAD_NAME float BINARY_SUBSCR LOAD_NAME float LOAD_NAME bool LOAD_CONST ('L', 'tolerance', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object non_increasing at 0x7fab81f221e0, file "f.py", line 699> LOAD_CONST 'non_increasing' MAKE_FUNCTION STORE_NAME non_increasing LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_NAME bool LOAD_CONST ('lhs', 'rhs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object predictor_equal at 0x7fab81f22270, file "f.py", line 703> LOAD_CONST 'predictor_equal' MAKE_FUNCTION STORE_NAME predictor_equal LOAD_NAME TypeVar LOAD_CONST 'M' LOAD_NAME xgb LOAD_ATTR Booster LOAD_NAME xgb LOAD_ATTR XGBModel CALL_FUNCTION STORE_NAME M LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_NAME Tuple LOAD_NAME str LOAD_NAME np LOAD_ATTR float64 BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('predt', 'dtrain', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object eval_error_metric at 0x7fab81f22390, file "f.py", line 719> LOAD_CONST 'eval_error_metric' MAKE_FUNCTION STORE_NAME eval_error_metric LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR float64 LOAD_CONST ('y_true', 'y_score', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object eval_error_metric_skl at 0x7fab81f22420, file "f.py", line 732> LOAD_CONST 'eval_error_metric_skl' MAKE_FUNCTION STORE_NAME eval_error_metric_skl LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_CONST ('y_true', 'y_score', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object root_mean_square at 0x7fab81f224b0, file "f.py", line 742> LOAD_CONST 'root_mean_square' MAKE_FUNCTION STORE_NAME root_mean_square LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('x', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object softmax at 0x7fab81f22540, file "f.py", line 748> LOAD_CONST 'softmax' MAKE_FUNCTION STORE_NAME softmax LOAD_NAME int LOAD_NAME SklObjective LOAD_CONST ('classes', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object softprob_obj at 0x7fab81f226f0, file "f.py", line 753> LOAD_CONST 'softprob_obj' MAKE_FUNCTION STORE_NAME softprob_obj LOAD_BUILD_CLASS LOAD_CONST <code object DirectoryExcursion at 0x7fab81f22b70, file "f.py", line 778> LOAD_CONST 'DirectoryExcursion' MAKE_FUNCTION LOAD_CONST 'DirectoryExcursion' CALL_FUNCTION STORE_NAME DirectoryExcursion LOAD_NAME contextmanager LOAD_NAME Generator LOAD_NAME Tuple LOAD_NAME StringIO LOAD_NAME StringIO BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object captured_output at 0x7fab81f22c00, file "f.py", line 812> LOAD_CONST 'captured_output' MAKE_FUNCTION CALL_FUNCTION STORE_NAME captured_output LOAD_CONST True LOAD_CONST ('enable',) BUILD_CONST_KEY_MAP LOAD_NAME int LOAD_NAME Any LOAD_NAME bool LOAD_NAME Any LOAD_NAME Any LOAD_CONST ('sec', 'args', 'enable', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object timeout at 0x7fab81f22c90, file "f.py", line 830> LOAD_CONST 'timeout' MAKE_FUNCTION STORE_NAME timeout LOAD_NAME Any LOAD_NAME pytest LOAD_ATTR Config LOAD_CONST None LOAD_CONST ('_', 'pytestconfig', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object setup_rmm_pool at 0x7fab81f22e40, file "f.py", line 850> LOAD_CONST 'setup_rmm_pool' MAKE_FUNCTION STORE_NAME setup_rmm_pool LOAD_NAME Any LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('client', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_client_workers at 0x7fab81f22d20, file "f.py", line 868> LOAD_CONST 'get_client_workers' MAKE_FUNCTION STORE_NAME get_client_workers LOAD_NAME str LOAD_NAME str LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object demo_dir at 0x7fab7032d150, file "f.py", line 874> LOAD_CONST 'demo_dir' MAKE_FUNCTION STORE_NAME demo_dir LOAD_NAME str LOAD_NAME str LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object normpath at 0x7fab7032d1e0, file "f.py", line 887> LOAD_CONST 'normpath' MAKE_FUNCTION STORE_NAME normpath LOAD_NAME str LOAD_NAME str LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object data_dir at 0x7fab7032d270, file "f.py", line 891> LOAD_CONST 'data_dir' MAKE_FUNCTION STORE_NAME data_dir LOAD_NAME str LOAD_NAME Tuple LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_NAME xgb LOAD_ATTR DMatrix BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object load_agaricus at 0x7fab7032d300, file "f.py", line 895> LOAD_CONST 'load_agaricus' MAKE_FUNCTION STORE_NAME load_agaricus LOAD_NAME str LOAD_NAME str LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object project_root at 0x7fab7032d390, file "f.py", line 902> LOAD_CONST 'project_root' MAKE_FUNCTION STORE_NAME project_root LOAD_CONST None RETURN_VALUE LOAD_GLOBAL system CALL_FUNCTION LOAD_CONST ('Linux', 'Windows') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL socket LOAD_ATTR has_ipv6 POP_JUMP_IF_FALSE SETUP_EXCEPT to 178 LOAD_GLOBAL socket LOAD_METHOD socket LOAD_GLOBAL socket LOAD_ATTR AF_INET6 LOAD_GLOBAL socket LOAD_ATTR SOCK_STREAM CALL_METHOD SETUP_WITH to 168 STORE_FAST server LOAD_GLOBAL socket LOAD_METHOD socket LOAD_GLOBAL socket LOAD_ATTR AF_INET6 LOAD_GLOBAL socket LOAD_ATTR SOCK_STREAM CALL_METHOD SETUP_WITH to 158 STORE_FAST client LOAD_FAST server LOAD_METHOD bind LOAD_CONST ('::1', 0) CALL_METHOD POP_TOP LOAD_FAST server LOAD_METHOD getsockname CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST port LOAD_FAST server LOAD_METHOD listen CALL_METHOD POP_TOP LOAD_FAST client LOAD_METHOD connect LOAD_CONST '::1' LOAD_FAST port BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST server LOAD_METHOD accept CALL_METHOD UNPACK_SEQUENCE STORE_FAST conn STORE_FAST _ LOAD_FAST client LOAD_METHOD sendall LOAD_CONST 'abc' LOAD_METHOD encode CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST conn LOAD_METHOD recv LOAD_CONST 3 CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST msg LOAD_FAST msg LOAD_CONST 'abc' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST True RETURN_VALUE DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 198 END_FINALLY LOAD_CONST False RETURN_VALUE LOAD_GLOBAL importlib LOAD_ATTR util LOAD_METHOD find_spec LOAD_FAST name CALL_METHOD STORE_FAST spec LOAD_FAST spec LOAD_CONST None COMPARE_OP is LOAD_FAST name FORMAT_VALUE LOAD_CONST ' is not installed.' BUILD_STRING LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL has_ipv6 CALL_FUNCTION UNARY_NOT LOAD_CONST 'IPv6 is required to be enabled.' LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'ubjson' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'sklearn' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'win' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 'Unsupported platform.' LOAD_CONST True LOAD_CONST ('reason', 'condition') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'dask' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'win' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 'Unsupported platform.' LOAD_CONST True LOAD_CONST ('reason', 'condition') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'dask_ml' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'win' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'darwin' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 'Unsupported platform.' LOAD_CONST True LOAD_CONST ('reason', 'condition') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'pyspark' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'pandas' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'pyarrow' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'modin' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'datatable' CALL_FUNCTION RETURN_VALUE LOAD_CONST 'Matplotlib is not installed.' STORE_FAST reason SETUP_EXCEPT to 28 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME matplotlib.pyplot IMPORT_FROM pyplot STORE_FAST _ POP_TOP LOAD_CONST False LOAD_FAST reason LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE DUP_TOP LOAD_GLOBAL ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST True LOAD_FAST reason LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'dask_cuda' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'cudf' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'cupy' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'dask_cudf' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'jsonschema' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'graphviz' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL no_mod LOAD_CONST 'rmm' CALL_FUNCTION RETURN_VALUE LOAD_CONST False STORE_FAST condition LOAD_CONST '' STORE_FAST reason SETUP_LOOP to 52 LOAD_FAST args GET_ITER FOR_ITER to 50 STORE_FAST arg LOAD_FAST condition JUMP_IF_TRUE_OR_POP LOAD_FAST arg LOAD_CONST 'condition' BINARY_SUBSCR STORE_FAST condition LOAD_FAST arg LOAD_CONST 'condition' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST arg LOAD_CONST 'reason' BINARY_SUBSCR STORE_FAST reason BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST condition LOAD_FAST reason LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL platform LOAD_METHOD machine CALL_METHOD LOAD_CONST 's390x' COMPARE_OP == STORE_FAST condition LOAD_CONST 'Known to fail on s390x' STORE_FAST reason LOAD_FAST condition LOAD_FAST reason LOAD_CONST ('condition', 'reason') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IteratorForTest' STORE_NAME __qualname__ LOAD_CONST 'Iterator for testing streaming DMatrix. (external memory, quantile)' STORE_NAME __doc__ LOAD_NAME Sequence LOAD_NAME Sequence LOAD_NAME Optional LOAD_NAME Sequence BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('X', 'y', 'w', 'cache', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82071390, file "f.py", line 193> LOAD_CONST 'IteratorForTest.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Callable LOAD_NAME int LOAD_CONST ('input_data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object next at 0x7fab82071c00, file "f.py", line 207> LOAD_CONST 'IteratorForTest.next' MAKE_FUNCTION STORE_NAME next LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reset at 0x7fab82071ed0, file "f.py", line 223> LOAD_CONST 'IteratorForTest.reset' MAKE_FUNCTION STORE_NAME reset LOAD_NAME Tuple LOAD_NAME Union LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME sparse LOAD_ATTR csr_matrix BUILD_TUPLE BINARY_SUBSCR LOAD_NAME ArrayLike LOAD_NAME Optional LOAD_NAME ArrayLike BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object as_arrays at 0x7fab82071660, file "f.py", line 226> LOAD_CONST 'IteratorForTest.as_arrays' MAKE_FUNCTION STORE_NAME as_arrays LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL len LOAD_FAST X CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST y CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST X LOAD_FAST self STORE_ATTR X LOAD_FAST y LOAD_FAST self STORE_ATTR y LOAD_FAST w LOAD_FAST self STORE_ATTR w LOAD_CONST 0 LOAD_FAST self STORE_ATTR it LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST cache LOAD_CONST ('cache_prefix',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR it LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR X CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL TypeError LOAD_CONST 'Keyword argument' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 68 POP_TOP LOAD_FAST input_data LOAD_FAST self LOAD_ATTR X LOAD_FAST self LOAD_ATTR it BINARY_SUBSCR LOAD_FAST self LOAD_ATTR y LOAD_FAST self LOAD_ATTR it BINARY_SUBSCR LOAD_CONST None CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST input_data LOAD_FAST self LOAD_ATTR X LOAD_FAST self LOAD_ATTR it BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD LOAD_FAST self LOAD_ATTR y LOAD_FAST self LOAD_ATTR it BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD LOAD_FAST self LOAD_ATTR w POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR w LOAD_FAST self LOAD_ATTR it BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD JUMP_FORWARD to 128 LOAD_CONST None LOAD_CONST ('data', 'label', 'weight') CALL_FUNCTION POP_TOP LOAD_GLOBAL gc LOAD_METHOD collect CALL_METHOD POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR it LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR it LOAD_CONST 1 RETURN_VALUE LOAD_CONST 0 LOAD_FAST self STORE_ATTR it LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR X LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL sparse LOAD_ATTR csr_matrix CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL sparse LOAD_ATTR vstack LOAD_FAST self LOAD_ATTR X LOAD_CONST 'csr' LOAD_CONST ('format',) CALL_FUNCTION STORE_FAST X JUMP_FORWARD to 52 LOAD_GLOBAL np LOAD_ATTR concatenate LOAD_FAST self LOAD_ATTR X LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST X LOAD_GLOBAL np LOAD_ATTR concatenate LOAD_FAST self LOAD_ATTR y LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST y LOAD_FAST self LOAD_ATTR w POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR concatenate LOAD_FAST self LOAD_ATTR w LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST w JUMP_FORWARD to 96 LOAD_CONST None STORE_FAST w LOAD_FAST X LOAD_FAST y LOAD_FAST w BUILD_TUPLE RETURN_VALUE BUILD_LIST STORE_FAST X BUILD_LIST STORE_FAST y BUILD_LIST STORE_FAST w LOAD_FAST use_cupy POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME cupy STORE_FAST cupy LOAD_FAST cupy LOAD_ATTR random LOAD_METHOD RandomState LOAD_CONST 1994 CALL_METHOD STORE_FAST rng JUMP_FORWARD to 50 LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD RandomState LOAD_CONST 1994 CALL_METHOD STORE_FAST rng SETUP_LOOP to 156 LOAD_GLOBAL range LOAD_FAST n_batches CALL_FUNCTION GET_ITER FOR_ITER to 154 STORE_FAST i LOAD_FAST vary_size POP_JUMP_IF_FALSE LOAD_FAST n_samples_per_batch LOAD_FAST i LOAD_CONST 10 BINARY_MULTIPLY BINARY_ADD JUMP_FORWARD to 82 LOAD_FAST n_samples_per_batch STORE_FAST n_samples LOAD_FAST rng LOAD_METHOD randn LOAD_FAST n_samples LOAD_FAST n_features CALL_METHOD STORE_FAST _X LOAD_FAST rng LOAD_METHOD randn LOAD_FAST n_samples CALL_METHOD STORE_FAST _y LOAD_FAST rng LOAD_ATTR uniform LOAD_CONST 0 LOAD_CONST 1 LOAD_FAST n_samples LOAD_CONST ('low', 'high', 'size') CALL_FUNCTION STORE_FAST _w LOAD_FAST X LOAD_METHOD append LOAD_FAST _X CALL_METHOD POP_TOP LOAD_FAST y LOAD_METHOD append LOAD_FAST _y CALL_METHOD POP_TOP LOAD_FAST w LOAD_METHOD append LOAD_FAST _w CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST X LOAD_FAST y LOAD_FAST w BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL make_batches LOAD_FAST n_samples LOAD_FAST n_features LOAD_CONST 1 LOAD_FAST use_cupy CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST X STORE_FAST y STORE_FAST w LOAD_FAST X LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST y LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST w LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE BUILD_LIST STORE_FAST X BUILD_LIST STORE_FAST y BUILD_LIST STORE_FAST w LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD RandomState LOAD_CONST 1994 CALL_METHOD STORE_FAST rng SETUP_LOOP to 126 LOAD_GLOBAL range LOAD_FAST n_batches CALL_FUNCTION GET_ITER FOR_ITER to 124 STORE_FAST _ LOAD_GLOBAL sparse LOAD_ATTR random LOAD_FAST n_samples_per_batch LOAD_FAST n_features LOAD_CONST 1.0 LOAD_FAST sparsity BINARY_SUBTRACT LOAD_CONST 'csr' LOAD_GLOBAL np LOAD_ATTR float32 LOAD_FAST rng LOAD_CONST ('format', 'dtype', 'random_state') CALL_FUNCTION STORE_FAST _X LOAD_FAST rng LOAD_METHOD randn LOAD_FAST n_samples_per_batch CALL_METHOD STORE_FAST _y LOAD_FAST rng LOAD_ATTR uniform LOAD_CONST 0 LOAD_CONST 1 LOAD_FAST n_samples_per_batch LOAD_CONST ('low', 'high', 'size') CALL_FUNCTION STORE_FAST _w LOAD_FAST X LOAD_METHOD append LOAD_FAST _X CALL_METHOD POP_TOP LOAD_FAST y LOAD_METHOD append LOAD_FAST _y CALL_METHOD POP_TOP LOAD_FAST w LOAD_METHOD append LOAD_FAST _w CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST X LOAD_FAST y LOAD_FAST w BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDataset' STORE_NAME __qualname__ LOAD_CONST 'Contains a dataset in numpy format as well as the relevant objective and metric.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME Callable LOAD_NAME str LOAD_NAME str LOAD_CONST None LOAD_CONST ('name', 'get_dataset', 'objective', 'metric', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab82071540, file "f.py", line 304> LOAD_CONST 'TestDataset.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('params_in', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_params at 0x7faaac3cdc00, file "f.py", line 314> LOAD_CONST 'TestDataset.set_params' MAKE_FUNCTION STORE_NAME set_params LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_dmat at 0x7faaac3cd150, file "f.py", line 321> LOAD_CONST 'TestDataset.get_dmat' MAKE_FUNCTION STORE_NAME get_dmat LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME xgb LOAD_ATTR QuantileDMatrix LOAD_CONST ('max_bin', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_device_dmat at 0x7faaac3cd9c0, file "f.py", line 330> LOAD_CONST 'TestDataset.get_device_dmat' MAKE_FUNCTION STORE_NAME get_device_dmat LOAD_NAME xgb LOAD_ATTR DMatrix LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_external_dmat at 0x7faaac3cde40, file "f.py", line 340> LOAD_CONST 'TestDataset.get_external_dmat' MAKE_FUNCTION STORE_NAME get_external_dmat LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7faaac3cd270, file "f.py", line 365> LOAD_CONST 'TestDataset.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST objective LOAD_FAST self STORE_ATTR objective LOAD_FAST metric LOAD_FAST self STORE_ATTR metric LOAD_FAST get_dataset CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR X LOAD_FAST self STORE_ATTR y LOAD_CONST None LOAD_FAST self STORE_ATTR w LOAD_CONST None LOAD_FAST self STORE_ATTR margin LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR objective LOAD_FAST params_in LOAD_CONST 'objective' STORE_SUBSCR LOAD_FAST self LOAD_ATTR metric LOAD_FAST params_in LOAD_CONST 'eval_metric' STORE_SUBSCR LOAD_FAST self LOAD_ATTR objective LOAD_CONST 'multi:softmax' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD max LOAD_FAST self LOAD_ATTR y CALL_METHOD LOAD_CONST 1 BINARY_ADD CALL_FUNCTION LOAD_FAST params_in LOAD_CONST 'num_class' STORE_SUBSCR LOAD_FAST params_in RETURN_VALUE LOAD_GLOBAL xgb LOAD_ATTR DMatrix LOAD_FAST self LOAD_ATTR X LOAD_FAST self LOAD_ATTR y LOAD_FAST self LOAD_ATTR w LOAD_FAST self LOAD_ATTR margin LOAD_CONST True LOAD_CONST ('weight', 'base_margin', 'enable_categorical') CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME cupy STORE_FAST cp LOAD_FAST self LOAD_ATTR w LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 32 LOAD_FAST cp LOAD_METHOD array LOAD_FAST self LOAD_ATTR w CALL_METHOD STORE_FAST w LOAD_FAST cp LOAD_ATTR array LOAD_FAST self LOAD_ATTR X LOAD_GLOBAL np LOAD_ATTR float32 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST X LOAD_FAST cp LOAD_ATTR array LOAD_FAST self LOAD_ATTR y LOAD_GLOBAL np LOAD_ATTR float32 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL xgb LOAD_ATTR QuantileDMatrix LOAD_FAST X LOAD_FAST y LOAD_FAST w LOAD_FAST self LOAD_ATTR margin LOAD_FAST max_bin LOAD_CONST ('weight', 'base_margin', 'max_bin') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR X LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_samples LOAD_CONST 10 STORE_FAST n_batches LOAD_FAST n_samples LOAD_FAST n_batches BINARY_FLOOR_DIVIDE LOAD_CONST 1 BINARY_ADD STORE_FAST per_batch BUILD_LIST STORE_FAST predictor BUILD_LIST STORE_FAST response BUILD_LIST STORE_FAST weight SETUP_LOOP to 194 LOAD_GLOBAL range LOAD_FAST n_batches CALL_FUNCTION GET_ITER FOR_ITER to 192 STORE_FAST i LOAD_FAST i LOAD_FAST per_batch BINARY_MULTIPLY STORE_FAST beg LOAD_GLOBAL min LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST per_batch BINARY_MULTIPLY LOAD_FAST n_samples CALL_FUNCTION STORE_FAST end LOAD_FAST end LOAD_FAST beg COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR X LOAD_FAST beg LOAD_FAST end BUILD_SLICE LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR STORE_FAST X LOAD_FAST self LOAD_ATTR y LOAD_FAST beg LOAD_FAST end BUILD_SLICE BINARY_SUBSCR STORE_FAST y LOAD_FAST self LOAD_ATTR w LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR w LOAD_FAST beg LOAD_FAST end BUILD_SLICE BINARY_SUBSCR JUMP_FORWARD to 150 LOAD_CONST None STORE_FAST w LOAD_FAST predictor LOAD_METHOD append LOAD_FAST X CALL_METHOD POP_TOP LOAD_FAST response LOAD_METHOD append LOAD_FAST y CALL_METHOD POP_TOP LOAD_FAST w LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST weight LOAD_METHOD append LOAD_FAST w CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL IteratorForTest LOAD_FAST predictor LOAD_FAST response LOAD_FAST weight POP_JUMP_IF_FALSE LOAD_FAST weight JUMP_FORWARD to 210 LOAD_CONST None LOAD_CONST 'cache' LOAD_CONST ('cache',) CALL_FUNCTION STORE_FAST it LOAD_GLOBAL xgb LOAD_METHOD DMatrix LOAD_FAST it CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR name RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd LOAD_CONST 0 LOAD_CONST ('is_categorical_dtype',) IMPORT_NAME pandas.api.types IMPORT_FROM is_categorical_dtype STORE_FAST is_categorical_dtype POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD RandomState LOAD_CONST 1994 CALL_METHOD STORE_FAST rng BUILD_MAP STORE_FAST pd_dict SETUP_LOOP to 98 LOAD_GLOBAL range LOAD_FAST n_features LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 96 STORE_FAST i LOAD_FAST rng LOAD_ATTR randint LOAD_CONST 0 LOAD_FAST n_categories LOAD_FAST n_samples LOAD_CONST ('low', 'high', 'size') CALL_FUNCTION STORE_FAST c LOAD_FAST pd LOAD_ATTR Series LOAD_FAST c LOAD_GLOBAL np LOAD_ATTR int64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST pd_dict LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pd LOAD_METHOD DataFrame LOAD_FAST pd_dict CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR iloc LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR STORE_FAST label LOAD_FAST df LOAD_ATTR iloc LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST df SETUP_LOOP to 190 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST n_features CALL_FUNCTION GET_ITER FOR_ITER to 188 STORE_FAST i LOAD_FAST label LOAD_FAST df LOAD_ATTR iloc LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST i BUILD_TUPLE BINARY_SUBSCR INPLACE_ADD STORE_FAST label JUMP_ABSOLUTE POP_BLOCK LOAD_FAST label LOAD_CONST 1 INPLACE_ADD STORE_FAST label LOAD_GLOBAL np LOAD_METHOD arange LOAD_CONST 0 LOAD_FAST n_categories CALL_METHOD STORE_FAST categories SETUP_LOOP to 288 LOAD_FAST df LOAD_ATTR columns GET_ITER FOR_ITER to 286 STORE_FAST col LOAD_FAST rng LOAD_ATTR binomial LOAD_CONST 1 LOAD_FAST cat_ratio LOAD_CONST 1 LOAD_CONST ('size',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST df LOAD_FAST col BINARY_SUBSCR LOAD_METHOD astype LOAD_CONST 'category' CALL_METHOD LOAD_FAST df LOAD_FAST col STORE_SUBSCR LOAD_FAST df LOAD_FAST col BINARY_SUBSCR LOAD_ATTR cat LOAD_METHOD set_categories LOAD_FAST categories CALL_METHOD LOAD_FAST df LOAD_FAST col STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST sparsity LOAD_CONST 0.0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 408 LOAD_GLOBAL range LOAD_FAST n_features CALL_FUNCTION GET_ITER FOR_ITER to 406 STORE_FAST i LOAD_FAST rng LOAD_ATTR randint LOAD_CONST 0 LOAD_FAST n_samples LOAD_CONST 1 BINARY_SUBTRACT LOAD_GLOBAL int LOAD_FAST n_samples LOAD_FAST sparsity BINARY_MULTIPLY CALL_FUNCTION LOAD_CONST ('low', 'high', 'size') CALL_FUNCTION STORE_FAST index LOAD_GLOBAL np LOAD_ATTR NaN LOAD_FAST df LOAD_ATTR iloc LOAD_FAST index LOAD_FAST i BUILD_TUPLE STORE_SUBSCR LOAD_FAST is_categorical_dtype LOAD_FAST df LOAD_ATTR dtypes LOAD_FAST i BINARY_SUBSCR CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_categories LOAD_GLOBAL np LOAD_METHOD unique LOAD_FAST df LOAD_ATTR dtypes LOAD_FAST i BINARY_SUBSCR LOAD_ATTR categories CALL_METHOD LOAD_ATTR size COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST onehot EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pd LOAD_METHOD get_dummies LOAD_FAST df CALL_METHOD STORE_FAST df LOAD_FAST shuffle EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST df LOAD_ATTR columns CALL_FUNCTION STORE_FAST columns LOAD_FAST rng LOAD_METHOD shuffle LOAD_FAST columns CALL_METHOD POP_TOP LOAD_FAST df LOAD_FAST columns BINARY_SUBSCR STORE_FAST df LOAD_FAST df LOAD_FAST label BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD default_rng LOAD_CONST 1994 CALL_METHOD STORE_FAST rng LOAD_FAST rng LOAD_ATTR normal LOAD_CONST 0 LOAD_CONST 1.0 LOAD_FAST n_samples LOAD_FAST n_features BINARY_MULTIPLY LOAD_CONST ('size',) CALL_FUNCTION LOAD_METHOD reshape LOAD_FAST n_samples LOAD_FAST n_features CALL_METHOD STORE_FAST X LOAD_GLOBAL np LOAD_ATTR sum LOAD_FAST X LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST y LOAD_FAST y LOAD_FAST y LOAD_METHOD min CALL_METHOD INPLACE_SUBTRACT STORE_FAST y LOAD_GLOBAL np LOAD_METHOD round LOAD_FAST y LOAD_FAST y LOAD_METHOD max CALL_METHOD BINARY_TRUE_DIVIDE LOAD_FAST max_rel BINARY_MULTIPLY CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR int32 CALL_METHOD STORE_FAST y LOAD_FAST rng LOAD_ATTR integers LOAD_CONST 0 LOAD_FAST n_query_groups LOAD_FAST n_samples LOAD_GLOBAL np LOAD_ATTR int32 LOAD_CONST ('size', 'dtype') CALL_FUNCTION STORE_FAST qid LOAD_FAST rng LOAD_ATTR normal LOAD_CONST 0 LOAD_CONST 1.0 LOAD_FAST n_query_groups LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST w LOAD_FAST w LOAD_GLOBAL np LOAD_METHOD min LOAD_FAST w CALL_METHOD INPLACE_SUBTRACT STORE_FAST w LOAD_FAST w LOAD_GLOBAL np LOAD_METHOD max LOAD_FAST w CALL_METHOD INPLACE_TRUE_DIVIDE STORE_FAST w LOAD_GLOBAL np LOAD_METHOD sort LOAD_FAST qid CALL_METHOD STORE_FAST qid LOAD_FAST X LOAD_FAST y LOAD_FAST qid LOAD_FAST w BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL strategies LOAD_ATTR composite LOAD_GLOBAL Callable LOAD_GLOBAL Tuple LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL float BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('draw', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _make_cat at 0x7faaac3cd6f0, file "f.py", line 460> LOAD_CONST '_cat_sampled_from.<locals>._make_cat' MAKE_FUNCTION CALL_FUNCTION STORE_FAST _make_cat LOAD_GLOBAL Tuple LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL float BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL TestDataset LOAD_CONST ('args', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _build at 0x7faaac3cd4b0, file "f.py", line 476> LOAD_CONST '_cat_sampled_from.<locals>._build' MAKE_FUNCTION STORE_FAST _build LOAD_FAST _make_cat CALL_FUNCTION LOAD_METHOD map LOAD_FAST _build CALL_METHOD RETURN_VALUE LOAD_FAST draw LOAD_GLOBAL strategies LOAD_METHOD integers LOAD_CONST 2 LOAD_CONST 512 CALL_METHOD CALL_FUNCTION STORE_FAST n_samples LOAD_FAST draw LOAD_GLOBAL strategies LOAD_METHOD integers LOAD_CONST 1 LOAD_CONST 4 CALL_METHOD CALL_FUNCTION STORE_FAST n_features LOAD_FAST draw LOAD_GLOBAL strategies LOAD_METHOD integers LOAD_CONST 1 LOAD_CONST 128 CALL_METHOD CALL_FUNCTION STORE_FAST n_cats LOAD_FAST draw LOAD_GLOBAL strategies LOAD_ATTR floats LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('min_value', 'max_value', 'allow_nan', 'allow_infinity', 'allow_subnormal') CALL_FUNCTION CALL_FUNCTION STORE_FAST sparsity LOAD_FAST n_samples LOAD_FAST n_features LOAD_FAST n_cats LOAD_FAST sparsity BUILD_TUPLE RETURN_VALUE LOAD_FAST args LOAD_CONST 0 BINARY_SUBSCR STORE_DEREF n_samples LOAD_FAST args LOAD_CONST 1 BINARY_SUBSCR STORE_DEREF n_features LOAD_FAST args LOAD_CONST 2 BINARY_SUBSCR STORE_DEREF n_cats LOAD_FAST args LOAD_CONST 3 BINARY_SUBSCR STORE_DEREF sparsity LOAD_GLOBAL TestDataset LOAD_DEREF n_samples FORMAT_VALUE LOAD_CONST 'x' LOAD_DEREF n_features FORMAT_VALUE LOAD_CONST '-' LOAD_DEREF n_cats FORMAT_VALUE LOAD_CONST '-' LOAD_DEREF sparsity FORMAT_VALUE BUILD_STRING LOAD_CLOSURE n_cats LOAD_CLOSURE n_features LOAD_CLOSURE n_samples LOAD_CLOSURE sparsity BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faaac3cd540, file "f.py", line 483> LOAD_CONST '_cat_sampled_from.<locals>._build.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_categorical LOAD_DEREF n_samples LOAD_DEREF n_features LOAD_DEREF n_cats LOAD_CONST False LOAD_DEREF sparsity CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL hasattr LOAD_GLOBAL np LOAD_ATTR random LOAD_CONST 'default_rng' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD RandomState LOAD_CONST 1994 CALL_METHOD STORE_FAST rng LOAD_GLOBAL sparse LOAD_ATTR random LOAD_DEREF n_samples LOAD_DEREF n_features LOAD_CONST 1.0 LOAD_DEREF sparsity BINARY_SUBTRACT LOAD_FAST rng LOAD_CONST 'csr' LOAD_CONST ('m', 'n', 'density', 'random_state', 'format') CALL_FUNCTION STORE_FAST X LOAD_FAST rng LOAD_ATTR normal LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_DEREF n_samples LOAD_CONST ('loc', 'scale', 'size') CALL_FUNCTION STORE_FAST y LOAD_FAST X LOAD_FAST y BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL min LOAD_GLOBAL multiprocessing LOAD_METHOD cpu_count CALL_METHOD LOAD_DEREF n_features CALL_FUNCTION STORE_DEREF n_threads LOAD_GLOBAL int LOAD_GLOBAL sparse LOAD_ATTR csc_matrix LOAD_CONST ('t_id', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE n_features LOAD_CLOSURE n_samples LOAD_CLOSURE n_threads LOAD_CLOSURE sparsity BUILD_TUPLE LOAD_CONST <code object random_csc at 0x7faaac3cd930, file "f.py", line 522> LOAD_CONST 'make_sparse_regression.<locals>.random_csc' MAKE_FUNCTION STORE_FAST random_csc BUILD_LIST STORE_FAST futures LOAD_GLOBAL ThreadPoolExecutor LOAD_DEREF n_threads LOAD_CONST ('max_workers',) CALL_FUNCTION SETUP_WITH to 170 STORE_FAST executor SETUP_LOOP to 166 LOAD_GLOBAL range LOAD_DEREF n_threads CALL_FUNCTION GET_ITER FOR_ITER to 164 STORE_FAST i LOAD_FAST futures LOAD_METHOD append LOAD_FAST executor LOAD_METHOD submit LOAD_FAST random_csc LOAD_FAST i CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST STORE_FAST X_results BUILD_LIST STORE_FAST y_results SETUP_LOOP to 230 LOAD_FAST futures GET_ITER FOR_ITER to 228 STORE_FAST f LOAD_FAST f LOAD_METHOD result CALL_METHOD UNPACK_SEQUENCE STORE_FAST X STORE_FAST y LOAD_FAST X_results LOAD_METHOD append LOAD_FAST X CALL_METHOD POP_TOP LOAD_FAST y_results LOAD_METHOD append LOAD_FAST y CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST y_results CALL_FUNCTION LOAD_DEREF n_threads COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL sparse LOAD_ATTR hstack LOAD_FAST X_results LOAD_CONST 'csr' LOAD_CONST ('format',) CALL_FUNCTION STORE_FAST csr LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST y_results CALL_METHOD STORE_FAST y LOAD_FAST y LOAD_METHOD reshape LOAD_FAST y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST y LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE CALL_METHOD LOAD_ATTR T STORE_FAST y LOAD_GLOBAL np LOAD_ATTR sum LOAD_FAST y LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST y LOAD_FAST csr LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF n_samples COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST csr LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_DEREF n_features COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF n_samples COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST as_dense EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST csr LOAD_METHOD toarray CALL_METHOD STORE_FAST arr LOAD_FAST arr LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF n_samples COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST arr LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_DEREF n_features COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST arr LOAD_FAST arr LOAD_CONST 0 COMPARE_OP == STORE_SUBSCR LOAD_FAST arr LOAD_FAST y BUILD_TUPLE RETURN_VALUE LOAD_FAST csr LOAD_FAST y BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD default_rng LOAD_CONST 1994 LOAD_FAST t_id BINARY_MULTIPLY CALL_METHOD STORE_FAST rng LOAD_DEREF n_features LOAD_DEREF n_threads BINARY_FLOOR_DIVIDE STORE_FAST thread_size LOAD_FAST t_id LOAD_DEREF n_threads LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF n_features LOAD_FAST t_id LOAD_FAST thread_size BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST n_features_tloc JUMP_FORWARD to 54 LOAD_FAST thread_size STORE_FAST n_features_tloc LOAD_GLOBAL sparse LOAD_ATTR random LOAD_DEREF n_samples LOAD_FAST n_features_tloc LOAD_CONST 1.0 LOAD_DEREF sparsity BINARY_SUBTRACT LOAD_FAST rng LOAD_CONST ('m', 'n', 'density', 'random_state') CALL_FUNCTION LOAD_METHOD tocsc CALL_METHOD STORE_FAST X LOAD_GLOBAL np LOAD_METHOD zeros LOAD_DEREF n_samples LOAD_CONST 1 BUILD_TUPLE CALL_METHOD STORE_FAST y SETUP_LOOP to 192 LOAD_GLOBAL range LOAD_FAST X LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 190 STORE_FAST i LOAD_FAST X LOAD_ATTR indptr LOAD_FAST i LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR LOAD_FAST X LOAD_ATTR indptr LOAD_FAST i BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST size LOAD_FAST size LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST y LOAD_FAST X LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST i BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD toarray CALL_METHOD LOAD_FAST rng LOAD_METHOD random LOAD_DEREF n_samples LOAD_CONST 1 BUILD_TUPLE CALL_METHOD BINARY_MULTIPLY LOAD_CONST 0.2 BINARY_MULTIPLY INPLACE_ADD STORE_FAST y JUMP_ABSOLUTE POP_BLOCK LOAD_FAST X LOAD_FAST y BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL make_sparse_regression LOAD_GLOBAL int LOAD_CONST 100000.0 CALL_FUNCTION LOAD_CONST 8 LOAD_CONST 0.95 LOAD_CONST False CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_sparse_regression LOAD_GLOBAL int LOAD_CONST 100000.0 CALL_FUNCTION LOAD_CONST 8 LOAD_CONST 0.5 LOAD_CONST False CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_sparse_regression LOAD_GLOBAL int LOAD_CONST 100000.0 CALL_FUNCTION LOAD_CONST 8 LOAD_CONST 0.5 LOAD_CONST True CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_sparse_regression LOAD_GLOBAL int LOAD_CONST 100000.0 CALL_FUNCTION LOAD_CONST 8 LOAD_CONST 0.05 LOAD_CONST False CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL make_sparse_regression LOAD_GLOBAL int LOAD_CONST 100000.0 CALL_FUNCTION LOAD_CONST 8 LOAD_CONST 0.05 LOAD_CONST True CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL strategies LOAD_ATTR composite LOAD_GLOBAL Callable LOAD_GLOBAL TestDataset LOAD_CONST ('draw', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE unweighted_strategy BUILD_TUPLE LOAD_CONST <code object weight_margin at 0x7faaac3cd420, file "f.py", line 622> LOAD_CONST 'make_datasets_with_margin.<locals>.weight_margin' MAKE_FUNCTION CALL_FUNCTION STORE_FAST weight_margin LOAD_FAST weight_margin RETURN_VALUE LOAD_FAST draw LOAD_DEREF unweighted_strategy CALL_FUNCTION STORE_FAST data LOAD_FAST draw LOAD_GLOBAL strategies LOAD_METHOD booleans CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST draw LOAD_GLOBAL arrays LOAD_GLOBAL np LOAD_ATTR float64 LOAD_GLOBAL len LOAD_FAST data LOAD_ATTR y CALL_FUNCTION LOAD_GLOBAL strategies LOAD_METHOD floats LOAD_CONST 0.1 LOAD_CONST 2.0 CALL_METHOD LOAD_CONST ('elements',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST data STORE_ATTR w LOAD_FAST draw LOAD_GLOBAL strategies LOAD_METHOD booleans CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST num_class LOAD_FAST data LOAD_ATTR objective LOAD_CONST 'multi:softmax' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD max LOAD_FAST data LOAD_ATTR y CALL_METHOD LOAD_CONST 1 BINARY_ADD CALL_FUNCTION STORE_FAST num_class JUMP_FORWARD to 128 LOAD_FAST data LOAD_ATTR name LOAD_METHOD startswith LOAD_CONST 'mtreg' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR y LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR STORE_FAST num_class LOAD_FAST draw LOAD_GLOBAL arrays LOAD_GLOBAL np LOAD_ATTR float64 LOAD_FAST data LOAD_ATTR y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST num_class BINARY_MULTIPLY LOAD_GLOBAL strategies LOAD_METHOD floats LOAD_CONST 0.5 LOAD_CONST 1.0 CALL_METHOD LOAD_CONST ('elements',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST data STORE_ATTR margin LOAD_FAST data LOAD_ATTR margin LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST num_class LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR margin LOAD_METHOD reshape LOAD_FAST data LOAD_ATTR y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST num_class CALL_METHOD LOAD_FAST data STORE_ATTR margin LOAD_FAST data RETURN_VALUE LOAD_GLOBAL strategies LOAD_METHOD sampled_from LOAD_GLOBAL TestDataset LOAD_CONST 'calif_housing' LOAD_GLOBAL get_california_housing LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_GLOBAL TestDataset LOAD_CONST 'calif_housing-l1' LOAD_GLOBAL get_california_housing LOAD_CONST 'reg:absoluteerror' LOAD_CONST 'mae' CALL_FUNCTION LOAD_GLOBAL TestDataset LOAD_CONST 'cancer' LOAD_GLOBAL get_cancer LOAD_CONST 'binary:logistic' LOAD_CONST 'logloss' CALL_FUNCTION LOAD_GLOBAL TestDataset LOAD_CONST 'sparse' LOAD_GLOBAL get_sparse LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION LOAD_GLOBAL TestDataset LOAD_CONST 'sparse-l1' LOAD_GLOBAL get_sparse LOAD_CONST 'reg:absoluteerror' LOAD_CONST 'mae' CALL_FUNCTION LOAD_GLOBAL TestDataset LOAD_CONST 'empty' LOAD_CONST <code object <lambda> at 0x7fab40da1270, file "f.py", line 667> LOAD_CONST 'make_dataset_strategy.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 'reg:squarederror' LOAD_CONST 'rmse' CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_FAST _unweighted_datasets_strategy LOAD_GLOBAL make_datasets_with_margin LOAD_FAST _unweighted_datasets_strategy CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD empty LOAD_CONST (0, 100) CALL_METHOD LOAD_GLOBAL np LOAD_METHOD empty LOAD_CONST 0 CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL datasets LOAD_ATTR make_regression LOAD_CONST 128 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST ('n_samples', 'n_features', 'n_targets') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL datasets LOAD_ATTR make_regression LOAD_CONST 128 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST ('n_samples', 'n_features', 'n_targets') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL all LOAD_CLOSURE tolerance BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab81f22150, file "f.py", line 700> LOAD_CONST 'non_increasing.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST L LOAD_FAST L LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_FAST y LOAD_FAST x BINARY_SUBTRACT LOAD_DEREF tolerance COMPARE_OP < YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST lhs LOAD_METHOD get_data CALL_METHOD STORE_FAST lcsr LOAD_FAST rhs LOAD_METHOD get_data CALL_METHOD STORE_FAST rcsr LOAD_GLOBAL all LOAD_GLOBAL np LOAD_METHOD array_equal LOAD_FAST lcsr LOAD_ATTR data LOAD_FAST rcsr LOAD_ATTR data CALL_METHOD LOAD_GLOBAL np LOAD_METHOD array_equal LOAD_FAST lcsr LOAD_ATTR indices LOAD_FAST rcsr LOAD_ATTR indices CALL_METHOD LOAD_GLOBAL np LOAD_METHOD array_equal LOAD_FAST lcsr LOAD_ATTR indptr LOAD_FAST rcsr LOAD_ATTR indptr CALL_METHOD BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_FAST dtrain LOAD_METHOD get_label CALL_METHOD STORE_FAST label LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST predt LOAD_ATTR shape CALL_METHOD STORE_FAST r LOAD_FAST predt LOAD_CONST 0.5 COMPARE_OP > STORE_FAST gt LOAD_FAST predt LOAD_ATTR size LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'CustomErr' LOAD_GLOBAL np LOAD_METHOD float64 LOAD_CONST 0.0 CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_CONST 1 LOAD_FAST label LOAD_FAST gt BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST r LOAD_FAST gt STORE_SUBSCR LOAD_FAST predt LOAD_CONST 0.5 COMPARE_OP <= STORE_FAST le LOAD_FAST label LOAD_FAST le BINARY_SUBSCR LOAD_FAST r LOAD_FAST le STORE_SUBSCR LOAD_CONST 'CustomErr' LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST r CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST y_score LOAD_ATTR shape CALL_METHOD STORE_FAST r LOAD_FAST y_score LOAD_CONST 0.5 COMPARE_OP > STORE_FAST gt LOAD_CONST 1 LOAD_FAST y_true LOAD_FAST gt BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST r LOAD_FAST gt STORE_SUBSCR LOAD_FAST y_score LOAD_CONST 0.5 COMPARE_OP <= STORE_FAST le LOAD_FAST y_true LOAD_FAST le BINARY_SUBSCR LOAD_FAST r LOAD_FAST le STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST r CALL_METHOD RETURN_VALUE LOAD_FAST y_score LOAD_FAST y_true BINARY_SUBTRACT STORE_FAST err LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST err LOAD_FAST err CALL_METHOD LOAD_FAST y_score LOAD_ATTR size BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST rmse LOAD_FAST rmse RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST x CALL_METHOD STORE_FAST e LOAD_FAST e LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST e CALL_METHOD BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR ndarray LOAD_GLOBAL np LOAD_ATTR ndarray LOAD_GLOBAL Tuple LOAD_GLOBAL np LOAD_ATTR ndarray LOAD_GLOBAL np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('labels', 'predt', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE classes BUILD_TUPLE LOAD_CONST <code object objective at 0x7fab81f22660, file "f.py", line 754> LOAD_CONST 'softprob_obj.<locals>.objective' MAKE_FUNCTION STORE_FAST objective LOAD_FAST objective RETURN_VALUE LOAD_FAST labels LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST rows LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST rows LOAD_DEREF classes BUILD_TUPLE LOAD_GLOBAL float LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST grad LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST rows LOAD_DEREF classes BUILD_TUPLE LOAD_GLOBAL float LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST hess LOAD_CONST 1e-06 STORE_FAST eps SETUP_LOOP to 232 LOAD_GLOBAL range LOAD_FAST predt LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 230 STORE_FAST r LOAD_FAST labels LOAD_FAST r BINARY_SUBSCR STORE_FAST target LOAD_GLOBAL softmax LOAD_FAST predt LOAD_FAST r LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION STORE_FAST p SETUP_LOOP to 228 LOAD_GLOBAL range LOAD_FAST predt LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 226 STORE_FAST c LOAD_FAST target LOAD_CONST 0 COMPARE_OP >= POP_JUMP_IF_TRUE LOAD_FAST target LOAD_DEREF classes COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST c LOAD_FAST target COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST p LOAD_FAST c BINARY_SUBSCR LOAD_CONST 1.0 BINARY_SUBTRACT JUMP_FORWARD to 164 LOAD_FAST p LOAD_FAST c BINARY_SUBSCR STORE_FAST g LOAD_GLOBAL max LOAD_CONST 2.0 LOAD_FAST p LOAD_FAST c BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 1.0 LOAD_FAST p LOAD_FAST c BINARY_SUBSCR BINARY_SUBTRACT BINARY_MULTIPLY LOAD_METHOD item CALL_METHOD LOAD_FAST eps CALL_FUNCTION STORE_FAST h LOAD_FAST g LOAD_FAST grad LOAD_FAST r LOAD_FAST c BUILD_TUPLE STORE_SUBSCR LOAD_FAST h LOAD_FAST hess LOAD_FAST r LOAD_FAST c BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST grad LOAD_METHOD reshape LOAD_FAST rows LOAD_DEREF classes BINARY_MULTIPLY LOAD_CONST 1 BUILD_TUPLE CALL_METHOD STORE_FAST grad LOAD_FAST hess LOAD_METHOD reshape LOAD_FAST rows LOAD_DEREF classes BINARY_MULTIPLY LOAD_CONST 1 BUILD_TUPLE CALL_METHOD STORE_FAST hess LOAD_FAST grad LOAD_FAST hess BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DirectoryExcursion' STORE_NAME __qualname__ LOAD_CONST 'Change directory. Change back and optionally cleaning up the directory when\n exit.\n\n ' STORE_NAME __doc__ LOAD_CONST (False,) LOAD_NAME os LOAD_ATTR PathLike LOAD_NAME bool LOAD_CONST ('path', 'cleanup') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab81f22780, file "f.py", line 784> LOAD_CONST 'DirectoryExcursion.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __enter__ at 0x7fab81f228a0, file "f.py", line 790> LOAD_CONST 'DirectoryExcursion.__enter__' MAKE_FUNCTION STORE_NAME __enter__ LOAD_NAME Any LOAD_CONST None LOAD_CONST ('args', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __exit__ at 0x7fab81f22a50, file "f.py", line 799> LOAD_CONST 'DirectoryExcursion.__exit__' MAKE_FUNCTION STORE_NAME __exit__ LOAD_CONST None RETURN_VALUE LOAD_FAST path LOAD_FAST self STORE_ATTR path LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD normpath LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_GLOBAL os LOAD_ATTR path LOAD_ATTR curdir CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR curdir LOAD_FAST cleanup LOAD_FAST self STORE_ATTR cleanup LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR files LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_METHOD chdir LOAD_FAST self LOAD_ATTR path CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR cleanup POP_JUMP_IF_FALSE LOAD_CONST <code object <setcomp> at 0x7fab81f22810, file "f.py", line 793> LOAD_CONST 'DirectoryExcursion.__enter__.<locals>.<setcomp>' MAKE_FUNCTION LOAD_GLOBAL os LOAD_METHOD walk LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD expanduser LOAD_FAST self LOAD_ATTR path CALL_METHOD CALL_METHOD GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR files LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST root STORE_FAST subdir STORE_FAST files LOAD_FAST files GET_ITER FOR_ITER to 38 STORE_FAST f LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST root LOAD_FAST f CALL_METHOD SET_ADD JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL os LOAD_METHOD chdir LOAD_FAST self LOAD_ATTR curdir CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR cleanup POP_JUMP_IF_FALSE LOAD_CONST <code object <setcomp> at 0x7fab81f22930, file "f.py", line 802> LOAD_CONST 'DirectoryExcursion.__exit__.<locals>.<setcomp>' MAKE_FUNCTION LOAD_GLOBAL os LOAD_METHOD walk LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD expanduser LOAD_FAST self LOAD_ATTR path CALL_METHOD CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST files LOAD_FAST files LOAD_METHOD difference LOAD_FAST self LOAD_ATTR files CALL_METHOD STORE_FAST diff SETUP_LOOP to 84 LOAD_FAST diff GET_ITER FOR_ITER to 82 STORE_FAST f LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST f CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST root STORE_FAST subdir STORE_FAST files LOAD_FAST files GET_ITER FOR_ITER to 38 STORE_FAST f LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST root LOAD_FAST f CALL_METHOD SET_ADD JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL StringIO CALL_FUNCTION LOAD_GLOBAL StringIO CALL_FUNCTION ROT_TWO STORE_FAST new_out STORE_FAST new_err LOAD_GLOBAL sys LOAD_ATTR stdout LOAD_GLOBAL sys LOAD_ATTR stderr ROT_TWO STORE_FAST old_out STORE_FAST old_err SETUP_FINALLY to 62 LOAD_FAST new_out LOAD_FAST new_err ROT_TWO LOAD_GLOBAL sys STORE_ATTR stdout LOAD_GLOBAL sys STORE_ATTR stderr LOAD_GLOBAL sys LOAD_ATTR stdout LOAD_GLOBAL sys LOAD_ATTR stderr BUILD_TUPLE YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST old_out LOAD_FAST old_err ROT_TWO LOAD_GLOBAL sys STORE_ATTR stdout LOAD_GLOBAL sys STORE_ATTR stderr END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST enable POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_ATTR mark LOAD_ATTR timeout LOAD_FAST sec BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pytest LOAD_ATTR mark LOAD_ATTR timeout LOAD_CONST (None,) LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST pytestconfig LOAD_METHOD getoption LOAD_CONST '--use-rmm-pool' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL no_rmm CALL_FUNCTION LOAD_CONST 'condition' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL ImportError LOAD_CONST 'The --use-rmm-pool option requires the RMM package' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL no_dask_cuda CALL_FUNCTION LOAD_CONST 'condition' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL ImportError LOAD_CONST 'The --use-rmm-pool option requires the dask_cuda package' CALL_FUNCTION RAISE_VARARGS LOAD_CONST 0 LOAD_CONST None IMPORT_NAME rmm STORE_FAST rmm LOAD_CONST 0 LOAD_CONST ('get_n_gpus',) IMPORT_NAME dask_cuda.utils IMPORT_FROM get_n_gpus STORE_FAST get_n_gpus POP_TOP LOAD_FAST rmm LOAD_ATTR reinitialize LOAD_CONST True LOAD_CONST 1073741824 LOAD_GLOBAL list LOAD_GLOBAL range LOAD_FAST get_n_gpus CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION LOAD_CONST ('pool_allocator', 'initial_pool_size', 'devices') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST client LOAD_METHOD scheduler_info CALL_METHOD LOAD_CONST 'workers' BINARY_SUBSCR STORE_FAST workers LOAD_GLOBAL list LOAD_FAST workers LOAD_METHOD keys CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL normpath LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST path CALL_METHOD CALL_FUNCTION STORE_FAST path SETUP_LOOP to 116 LOAD_CONST <code object <listcomp> at 0x7fab7032d030, file "f.py", line 878> LOAD_CONST 'demo_dir.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL os LOAD_METHOD scandir LOAD_FAST path CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST subdirs LOAD_CONST <code object <listcomp> at 0x7fab7032d0c0, file "f.py", line 879> LOAD_CONST 'demo_dir.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST subdirs GET_ITER CALL_FUNCTION STORE_FAST subdirs LOAD_CONST 'demo' LOAD_FAST subdirs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST path LOAD_CONST 'demo' CALL_METHOD RETURN_VALUE LOAD_GLOBAL normpath LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST path LOAD_GLOBAL os LOAD_ATTR path LOAD_ATTR pardir CALL_METHOD CALL_FUNCTION STORE_FAST new_path LOAD_FAST new_path LOAD_FAST path COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_path STORE_FAST path JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST f LOAD_FAST f LOAD_METHOD is_dir CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST f LOAD_ATTR path LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST d LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST d CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD normpath LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST path CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL demo_dir LOAD_FAST path CALL_FUNCTION LOAD_CONST 'data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL data_dir LOAD_FAST path CALL_FUNCTION STORE_FAST dpath LOAD_GLOBAL xgb LOAD_METHOD DMatrix LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dpath LOAD_CONST 'agaricus.txt.train?format=libsvm' CALL_METHOD CALL_METHOD STORE_FAST dtrain LOAD_GLOBAL xgb LOAD_METHOD DMatrix LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dpath LOAD_CONST 'agaricus.txt.test?format=libsvm' CALL_METHOD CALL_METHOD STORE_FAST dtest LOAD_FAST dtrain LOAD_FAST dtest BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL normpath LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL demo_dir LOAD_FAST path CALL_FUNCTION LOAD_GLOBAL os LOAD_ATTR path LOAD_ATTR pardir CALL_METHOD CALL_FUNCTION RETURN_VALUE
"""Utilities for defining Python tests. The module is private and subject to frequent change without notice. """ import gc import importlib.util import multiprocessing import os import platform import socket import sys from concurrent.futures import ThreadPoolExecutor from contextlib import contextmanager from io import StringIO from platform import system from typing import ( Any, Callable, Dict, Generator, List, Optional, Sequence, Set, Tuple, TypedDict, TypeVar, Union, ) import numpy as np import pytest from scipy import sparse import xgboost as xgb from xgboost.core import ArrayLike from xgboost.sklearn import SklObjective from xgboost.testing.data import ( get_california_housing, get_cancer, get_digits, get_sparse, memory, ) hypothesis = pytest.importorskip("hypothesis") from hypothesis import strategies from hypothesis.extra.numpy import arrays datasets = pytest.importorskip("sklearn.datasets") PytestSkip = TypedDict("PytestSkip", {"condition": bool, "reason": str}) def has_ipv6() -> bool: """Check whether IPv6 is enabled on this host.""" if system() not in ("Linux", "Windows"): return False if socket.has_ipv6: try: with socket.socket( socket.AF_INET6, socket.SOCK_STREAM ) as server, socket.socket(socket.AF_INET6, socket.SOCK_STREAM) as client: server.bind(("::1", 0)) port = server.getsockname()[1] server.listen() client.connect(("::1", port)) conn, _ = server.accept() client.sendall("abc".encode()) msg = conn.recv(3).decode() assert msg == "abc" return True except OSError: pass return False def no_mod(name: str) -> PytestSkip: spec = importlib.util.find_spec(name) return {"condition": spec is None, "reason": f"{name} is not installed."} def no_ipv6() -> PytestSkip: """PyTest skip mark for IPv6.""" return {"condition": not has_ipv6(), "reason": "IPv6 is required to be enabled."} def no_ubjson() -> PytestSkip: return no_mod("ubjson") def no_sklearn() -> PytestSkip: return no_mod("sklearn") def no_dask() -> PytestSkip: if sys.platform.startswith("win"): return {"reason": "Unsupported platform.", "condition": True} return no_mod("dask") def no_dask_ml() -> PytestSkip: if sys.platform.startswith("win"): return {"reason": "Unsupported platform.", "condition": True} return no_mod("dask_ml") def no_spark() -> PytestSkip: if sys.platform.startswith("win") or sys.platform.startswith("darwin"): return {"reason": "Unsupported platform.", "condition": True} return no_mod("pyspark") def no_pandas() -> PytestSkip: return no_mod("pandas") def no_arrow() -> PytestSkip: return no_mod("pyarrow") def no_modin() -> PytestSkip: return no_mod("modin") def no_dt() -> PytestSkip: return no_mod("datatable") def no_matplotlib() -> PytestSkip: reason = "Matplotlib is not installed." try: import matplotlib.pyplot as _ # noqa return {"condition": False, "reason": reason} except ImportError: return {"condition": True, "reason": reason} def no_dask_cuda() -> PytestSkip: return no_mod("dask_cuda") def no_cudf() -> PytestSkip: return no_mod("cudf") def no_cupy() -> PytestSkip: return no_mod("cupy") def no_dask_cudf() -> PytestSkip: return no_mod("dask_cudf") def no_json_schema() -> PytestSkip: return no_mod("jsonschema") def no_graphviz() -> PytestSkip: return no_mod("graphviz") def no_rmm() -> PytestSkip: return no_mod("rmm") def no_multiple(*args: Any) -> PytestSkip: condition = False reason = "" for arg in args: condition = condition or arg["condition"] if arg["condition"]: reason = arg["reason"] break return {"condition": condition, "reason": reason} def skip_s390x() -> PytestSkip: condition = platform.machine() == "s390x" reason = "Known to fail on s390x" return {"condition": condition, "reason": reason} class IteratorForTest(xgb.core.DataIter): """Iterator for testing streaming DMatrix. (external memory, quantile)""" def __init__( self, X: Sequence, y: Sequence, w: Optional[Sequence], cache: Optional[str], ) -> None: assert len(X) == len(y) self.X = X self.y = y self.w = w self.it = 0 super().__init__(cache_prefix=cache) def next(self, input_data: Callable) -> int: if self.it == len(self.X): return 0 with pytest.raises(TypeError, match="Keyword argument"): input_data(self.X[self.it], self.y[self.it], None) input_data( data=self.X[self.it].copy(), label=self.y[self.it].copy(), weight=self.w[self.it].copy() if self.w else None, ) gc.collect() # clear up the copy, see if XGBoost access freed memory. self.it += 1 return 1 def reset(self) -> None: self.it = 0 def as_arrays( self, ) -> Tuple[Union[np.ndarray, sparse.csr_matrix], ArrayLike, Optional[ArrayLike]]: if isinstance(self.X[0], sparse.csr_matrix): X = sparse.vstack(self.X, format="csr") else: X = np.concatenate(self.X, axis=0) y = np.concatenate(self.y, axis=0) if self.w: w = np.concatenate(self.w, axis=0) else: w = None return X, y, w def make_batches( n_samples_per_batch: int, n_features: int, n_batches: int, use_cupy: bool = False, *, vary_size: bool = False, ) -> Tuple[List[np.ndarray], List[np.ndarray], List[np.ndarray]]: X = [] y = [] w = [] if use_cupy: import cupy rng = cupy.random.RandomState(1994) else: rng = np.random.RandomState(1994) for i in range(n_batches): n_samples = n_samples_per_batch + i * 10 if vary_size else n_samples_per_batch _X = rng.randn(n_samples, n_features) _y = rng.randn(n_samples) _w = rng.uniform(low=0, high=1, size=n_samples) X.append(_X) y.append(_y) w.append(_w) return X, y, w def make_regression( n_samples: int, n_features: int, use_cupy: bool ) -> Tuple[ArrayLike, ArrayLike, ArrayLike]: """Make a simple regression dataset.""" X, y, w = make_batches(n_samples, n_features, 1, use_cupy) return X[0], y[0], w[0] def make_batches_sparse( n_samples_per_batch: int, n_features: int, n_batches: int, sparsity: float ) -> Tuple[List[sparse.csr_matrix], List[np.ndarray], List[np.ndarray]]: X = [] y = [] w = [] rng = np.random.RandomState(1994) for _ in range(n_batches): _X = sparse.random( n_samples_per_batch, n_features, 1.0 - sparsity, format="csr", dtype=np.float32, random_state=rng, ) _y = rng.randn(n_samples_per_batch) _w = rng.uniform(low=0, high=1, size=n_samples_per_batch) X.append(_X) y.append(_y) w.append(_w) return X, y, w class TestDataset: """Contains a dataset in numpy format as well as the relevant objective and metric.""" def __init__( self, name: str, get_dataset: Callable, objective: str, metric: str ) -> None: self.name = name self.objective = objective self.metric = metric self.X, self.y = get_dataset() self.w: Optional[np.ndarray] = None self.margin: Optional[np.ndarray] = None def set_params(self, params_in: Dict[str, Any]) -> Dict[str, Any]: params_in["objective"] = self.objective params_in["eval_metric"] = self.metric if self.objective == "multi:softmax": params_in["num_class"] = int(np.max(self.y) + 1) return params_in def get_dmat(self) -> xgb.DMatrix: return xgb.DMatrix( self.X, self.y, weight=self.w, base_margin=self.margin, enable_categorical=True, ) def get_device_dmat(self, max_bin: Optional[int]) -> xgb.QuantileDMatrix: import cupy as cp w = None if self.w is None else cp.array(self.w) X = cp.array(self.X, dtype=np.float32) y = cp.array(self.y, dtype=np.float32) return xgb.QuantileDMatrix( X, y, weight=w, base_margin=self.margin, max_bin=max_bin ) def get_external_dmat(self) -> xgb.DMatrix: n_samples = self.X.shape[0] n_batches = 10 per_batch = n_samples // n_batches + 1 predictor = [] response = [] weight = [] for i in range(n_batches): beg = i * per_batch end = min((i + 1) * per_batch, n_samples) assert end != beg X = self.X[beg:end, ...] y = self.y[beg:end] w = self.w[beg:end] if self.w is not None else None predictor.append(X) response.append(y) if w is not None: weight.append(w) it = IteratorForTest( predictor, response, weight if weight else None, cache="cache" ) return xgb.DMatrix(it) def __repr__(self) -> str: return self.name @memory.cache def make_categorical( n_samples: int, n_features: int, n_categories: int, onehot: bool, sparsity: float = 0.0, cat_ratio: float = 1.0, shuffle: bool = False, ) -> Tuple[ArrayLike, np.ndarray]: """Generate categorical features for test. Parameters ---------- n_categories: Number of categories for categorical features. onehot: Should we apply one-hot encoding to the data? sparsity: The ratio of the amount of missing values over the number of all entries. cat_ratio: The ratio of features that are categorical. shuffle: Whether we should shuffle the columns. Returns ------- X, y """ import pandas as pd from pandas.api.types import is_categorical_dtype rng = np.random.RandomState(1994) pd_dict = {} for i in range(n_features + 1): c = rng.randint(low=0, high=n_categories, size=n_samples) pd_dict[str(i)] = pd.Series(c, dtype=np.int64) df = pd.DataFrame(pd_dict) label = df.iloc[:, 0] df = df.iloc[:, 1:] for i in range(0, n_features): label += df.iloc[:, i] label += 1 categories = np.arange(0, n_categories) for col in df.columns: if rng.binomial(1, cat_ratio, size=1)[0] == 1: df[col] = df[col].astype("category") df[col] = df[col].cat.set_categories(categories) if sparsity > 0.0: for i in range(n_features): index = rng.randint( low=0, high=n_samples - 1, size=int(n_samples * sparsity) ) df.iloc[index, i] = np.NaN if is_categorical_dtype(df.dtypes[i]): assert n_categories == np.unique(df.dtypes[i].categories).size if onehot: df = pd.get_dummies(df) if shuffle: columns = list(df.columns) rng.shuffle(columns) df = df[columns] return df, label def make_ltr( n_samples: int, n_features: int, n_query_groups: int, max_rel: int ) -> Tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray]: """Make a dataset for testing LTR.""" rng = np.random.default_rng(1994) X = rng.normal(0, 1.0, size=n_samples * n_features).reshape(n_samples, n_features) y = np.sum(X, axis=1) y -= y.min() y = np.round(y / y.max() * max_rel).astype(np.int32) qid = rng.integers(0, n_query_groups, size=n_samples, dtype=np.int32) w = rng.normal(0, 1.0, size=n_query_groups) w -= np.min(w) w /= np.max(w) qid = np.sort(qid) return X, y, qid, w def _cat_sampled_from() -> strategies.SearchStrategy: @strategies.composite def _make_cat(draw: Callable) -> Tuple[int, int, int, float]: n_samples = draw(strategies.integers(2, 512)) n_features = draw(strategies.integers(1, 4)) n_cats = draw(strategies.integers(1, 128)) sparsity = draw( strategies.floats( min_value=0, max_value=1, allow_nan=False, allow_infinity=False, allow_subnormal=False, ) ) return n_samples, n_features, n_cats, sparsity def _build(args: Tuple[int, int, int, float]) -> TestDataset: n_samples = args[0] n_features = args[1] n_cats = args[2] sparsity = args[3] return TestDataset( f"{n_samples}x{n_features}-{n_cats}-{sparsity}", lambda: make_categorical(n_samples, n_features, n_cats, False, sparsity), "reg:squarederror", "rmse", ) return _make_cat().map(_build) # pylint: disable=no-member categorical_dataset_strategy: strategies.SearchStrategy = _cat_sampled_from() @memory.cache def make_sparse_regression( n_samples: int, n_features: int, sparsity: float, as_dense: bool ) -> Tuple[Union[sparse.csr_matrix], np.ndarray]: """Make sparse matrix. Parameters ---------- as_dense: Return the matrix as np.ndarray with missing values filled by NaN """ if not hasattr(np.random, "default_rng"): rng = np.random.RandomState(1994) X = sparse.random( m=n_samples, n=n_features, density=1.0 - sparsity, random_state=rng, format="csr", ) y = rng.normal(loc=0.0, scale=1.0, size=n_samples) return X, y n_threads = min(multiprocessing.cpu_count(), n_features) def random_csc(t_id: int) -> sparse.csc_matrix: rng = np.random.default_rng(1994 * t_id) thread_size = n_features // n_threads if t_id == n_threads - 1: n_features_tloc = n_features - t_id * thread_size else: n_features_tloc = thread_size X = sparse.random( m=n_samples, n=n_features_tloc, density=1.0 - sparsity, random_state=rng, ).tocsc() y = np.zeros((n_samples, 1)) for i in range(X.shape[1]): size = X.indptr[i + 1] - X.indptr[i] if size != 0: y += X[:, i].toarray() * rng.random((n_samples, 1)) * 0.2 return X, y futures = [] with ThreadPoolExecutor(max_workers=n_threads) as executor: for i in range(n_threads): futures.append(executor.submit(random_csc, i)) X_results = [] y_results = [] for f in futures: X, y = f.result() X_results.append(X) y_results.append(y) assert len(y_results) == n_threads csr: sparse.csr_matrix = sparse.hstack(X_results, format="csr") y = np.asarray(y_results) y = y.reshape((y.shape[0], y.shape[1])).T y = np.sum(y, axis=1) assert csr.shape[0] == n_samples assert csr.shape[1] == n_features assert y.shape[0] == n_samples if as_dense: arr = csr.toarray() assert arr.shape[0] == n_samples assert arr.shape[1] == n_features arr[arr == 0] = np.nan return arr, y return csr, y sparse_datasets_strategy = strategies.sampled_from( [ TestDataset( "1e5x8-0.95-csr", lambda: make_sparse_regression(int(1e5), 8, 0.95, False), "reg:squarederror", "rmse", ), TestDataset( "1e5x8-0.5-csr", lambda: make_sparse_regression(int(1e5), 8, 0.5, False), "reg:squarederror", "rmse", ), TestDataset( "1e5x8-0.5-dense", lambda: make_sparse_regression(int(1e5), 8, 0.5, True), "reg:squarederror", "rmse", ), TestDataset( "1e5x8-0.05-csr", lambda: make_sparse_regression(int(1e5), 8, 0.05, False), "reg:squarederror", "rmse", ), TestDataset( "1e5x8-0.05-dense", lambda: make_sparse_regression(int(1e5), 8, 0.05, True), "reg:squarederror", "rmse", ), ] ) def make_datasets_with_margin( unweighted_strategy: strategies.SearchStrategy, ) -> Callable: """Factory function for creating strategies that generates datasets with weight and base margin. """ @strategies.composite def weight_margin(draw: Callable) -> TestDataset: data: TestDataset = draw(unweighted_strategy) if draw(strategies.booleans()): data.w = draw( arrays(np.float64, (len(data.y)), elements=strategies.floats(0.1, 2.0)) ) if draw(strategies.booleans()): num_class = 1 if data.objective == "multi:softmax": num_class = int(np.max(data.y) + 1) elif data.name.startswith("mtreg"): num_class = data.y.shape[1] data.margin = draw( arrays( np.float64, (data.y.shape[0] * num_class), elements=strategies.floats(0.5, 1.0), ) ) assert data.margin is not None if num_class != 1: data.margin = data.margin.reshape(data.y.shape[0], num_class) return data return weight_margin @memory.cache def make_dataset_strategy() -> Callable: _unweighted_datasets_strategy = strategies.sampled_from( [ TestDataset( "calif_housing", get_california_housing, "reg:squarederror", "rmse" ), TestDataset( "calif_housing-l1", get_california_housing, "reg:absoluteerror", "mae" ), TestDataset("cancer", get_cancer, "binary:logistic", "logloss"), TestDataset("sparse", get_sparse, "reg:squarederror", "rmse"), TestDataset("sparse-l1", get_sparse, "reg:absoluteerror", "mae"), TestDataset( "empty", lambda: (np.empty((0, 100)), np.empty(0)), "reg:squarederror", "rmse", ), ] ) return make_datasets_with_margin(_unweighted_datasets_strategy)() _unweighted_multi_datasets_strategy = strategies.sampled_from( [ TestDataset("digits", get_digits, "multi:softmax", "mlogloss"), TestDataset( "mtreg", lambda: datasets.make_regression(n_samples=128, n_features=2, n_targets=3), "reg:squarederror", "rmse", ), TestDataset( "mtreg-l1", lambda: datasets.make_regression(n_samples=128, n_features=2, n_targets=3), "reg:absoluteerror", "mae", ), ] ) multi_dataset_strategy = make_datasets_with_margin( _unweighted_multi_datasets_strategy )() def non_increasing(L: Sequence[float], tolerance: float = 1e-4) -> bool: return all((y - x) < tolerance for x, y in zip(L, L[1:])) def predictor_equal(lhs: xgb.DMatrix, rhs: xgb.DMatrix) -> bool: """Assert whether two DMatrices contain the same predictors.""" lcsr = lhs.get_data() rcsr = rhs.get_data() return all( ( np.array_equal(lcsr.data, rcsr.data), np.array_equal(lcsr.indices, rcsr.indices), np.array_equal(lcsr.indptr, rcsr.indptr), ) ) M = TypeVar("M", xgb.Booster, xgb.XGBModel) def eval_error_metric(predt: np.ndarray, dtrain: xgb.DMatrix) -> Tuple[str, np.float64]: """Evaluation metric for xgb.train""" label = dtrain.get_label() r = np.zeros(predt.shape) gt = predt > 0.5 if predt.size == 0: return "CustomErr", np.float64(0.0) r[gt] = 1 - label[gt] le = predt <= 0.5 r[le] = label[le] return "CustomErr", np.sum(r) def eval_error_metric_skl(y_true: np.ndarray, y_score: np.ndarray) -> np.float64: """Evaluation metric that looks like metrics provided by sklearn.""" r = np.zeros(y_score.shape) gt = y_score > 0.5 r[gt] = 1 - y_true[gt] le = y_score <= 0.5 r[le] = y_true[le] return np.sum(r) def root_mean_square(y_true: np.ndarray, y_score: np.ndarray) -> float: err = y_score - y_true rmse = np.sqrt(np.dot(err, err) / y_score.size) return rmse def softmax(x: np.ndarray) -> np.ndarray: e = np.exp(x) return e / np.sum(e) def softprob_obj(classes: int) -> SklObjective: def objective( labels: np.ndarray, predt: np.ndarray ) -> Tuple[np.ndarray, np.ndarray]: rows = labels.shape[0] grad = np.zeros((rows, classes), dtype=float) hess = np.zeros((rows, classes), dtype=float) eps = 1e-6 for r in range(predt.shape[0]): target = labels[r] p = softmax(predt[r, :]) for c in range(predt.shape[1]): assert target >= 0 or target <= classes g = p[c] - 1.0 if c == target else p[c] h = max((2.0 * p[c] * (1.0 - p[c])).item(), eps) grad[r, c] = g hess[r, c] = h grad = grad.reshape((rows * classes, 1)) hess = hess.reshape((rows * classes, 1)) return grad, hess return objective class DirectoryExcursion: """Change directory. Change back and optionally cleaning up the directory when exit. """ def __init__(self, path: os.PathLike, cleanup: bool = False): self.path = path self.curdir = os.path.normpath(os.path.abspath(os.path.curdir)) self.cleanup = cleanup self.files: Set[str] = set() def __enter__(self) -> None: os.chdir(self.path) if self.cleanup: self.files = { os.path.join(root, f) for root, subdir, files in os.walk(os.path.expanduser(self.path)) for f in files } def __exit__(self, *args: Any) -> None: os.chdir(self.curdir) if self.cleanup: files = { os.path.join(root, f) for root, subdir, files in os.walk(os.path.expanduser(self.path)) for f in files } diff = files.difference(self.files) for f in diff: os.remove(f) @contextmanager def captured_output() -> Generator[Tuple[StringIO, StringIO], None, None]: """Reassign stdout temporarily in order to test printed statements Taken from: https://stackoverflow.com/questions/4219717/how-to-assert-output-with-nosetest-unittest-in-python Also works for pytest. """ new_out, new_err = StringIO(), StringIO() old_out, old_err = sys.stdout, sys.stderr try: sys.stdout, sys.stderr = new_out, new_err yield sys.stdout, sys.stderr finally: sys.stdout, sys.stderr = old_out, old_err def timeout(sec: int, *args: Any, enable: bool = True, **kwargs: Any) -> Any: """Make a pytest mark for the `pytest-timeout` package. Parameters ---------- sec : Timeout seconds. enable : Control whether timeout should be applied, used for debugging. Returns ------- pytest.mark.timeout """ if enable: return pytest.mark.timeout(sec, *args, **kwargs) return pytest.mark.timeout(None, *args, **kwargs) def setup_rmm_pool(_: Any, pytestconfig: pytest.Config) -> None: if pytestconfig.getoption("--use-rmm-pool"): if no_rmm()["condition"]: raise ImportError("The --use-rmm-pool option requires the RMM package") if no_dask_cuda()["condition"]: raise ImportError( "The --use-rmm-pool option requires the dask_cuda package" ) import rmm from dask_cuda.utils import get_n_gpus rmm.reinitialize( pool_allocator=True, initial_pool_size=1024 * 1024 * 1024, devices=list(range(get_n_gpus())), ) def get_client_workers(client: Any) -> List[str]: "Get workers from a dask client." workers = client.scheduler_info()["workers"] return list(workers.keys()) def demo_dir(path: str) -> str: """Look for the demo directory based on the test file name.""" path = normpath(os.path.dirname(path)) while True: subdirs = [f.path for f in os.scandir(path) if f.is_dir()] subdirs = [os.path.basename(d) for d in subdirs] if "demo" in subdirs: return os.path.join(path, "demo") new_path = normpath(os.path.join(path, os.path.pardir)) assert new_path != path path = new_path def normpath(path: str) -> str: return os.path.normpath(os.path.abspath(path)) def data_dir(path: str) -> str: return os.path.join(demo_dir(path), "data") def load_agaricus(path: str) -> Tuple[xgb.DMatrix, xgb.DMatrix]: dpath = data_dir(path) dtrain = xgb.DMatrix(os.path.join(dpath, "agaricus.txt.train?format=libsvm")) dtest = xgb.DMatrix(os.path.join(dpath, "agaricus.txt.test?format=libsvm")) return dtrain, dtest def project_root(path: str) -> str: return normpath(os.path.join(demo_dir(path), os.path.pardir))
data/xgboost-2.0.3/xgboost/testing/__init__.py
17,436
9,028
392,876
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 'preview' BUILD_LIST LOAD_CONST 'community' LOAD_CONST '1.1' LOAD_CONST ('status', 'supported_by', 'metadata_version') BUILD_CONST_KEY_MAP STORE_NAME ANSIBLE_METADATA LOAD_CONST '\n---\nmodule: fmgr_system_log_ratelimit\nshort_description: Logging rate limit.\ndescription:\n - This module is able to configure a FortiManager device.\n - Examples include all parameters and values which need to be adjusted to data sources before usage.\n\nversion_added: "2.1.0"\nauthor:\n - Xinwei Du (@dux-fortinet)\n - Xing Li (@lix-fortinet)\n - Jie Xue (@JieX19)\n - Link Zheng (@chillancezen)\n - Frank Shen (@fshen01)\n - Hongbin Lu (@fgtdev-hblu)\nnotes:\n - Running in workspace locking mode is supported in this FortiManager module, the top\n level parameters workspace_locking_adom and workspace_locking_timeout help do the work.\n - To create or update an object, use state present directive.\n - To delete an object, use state absent directive.\n - Normally, running one module can fail when a non-zero rc is returned. you can also override\n the conditions to fail or succeed with parameters rc_failed and rc_succeeded\n\noptions:\n access_token:\n description: The token to access FortiManager without using username and password.\n required: false\n type: str\n bypass_validation:\n description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters.\n required: false\n type: bool\n default: false\n enable_log:\n description: Enable/Disable logging for task.\n required: false\n type: bool\n default: false\n forticloud_access_token:\n description: Authenticate Ansible client with forticloud API access token.\n required: false\n type: str\n proposed_method:\n description: The overridden method for the underlying Json RPC request.\n required: false\n type: str\n choices:\n - update\n - set\n - add\n rc_succeeded:\n description: The rc codes list with which the conditions to succeed will be overriden.\n type: list\n required: false\n elements: int\n rc_failed:\n description: The rc codes list with which the conditions to fail will be overriden.\n type: list\n required: false\n elements: int\n workspace_locking_adom:\n description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root.\n required: false\n type: str\n workspace_locking_timeout:\n description: The maximum time in seconds to wait for other user to release the workspace lock.\n required: false\n type: int\n default: 300\n system_log_ratelimit:\n description: the top level parameters set\n required: false\n type: dict\n suboptions:\n device:\n type: list\n elements: dict\n description: Device.\n suboptions:\n device:\n type: str\n description: Device\n filter-type:\n type: str\n description:\n - Device filter type.\n - devid - Device ID.\n choices:\n - \'devid\'\n id:\n type: int\n description: Device filter ID.\n ratelimit:\n type: int\n description: Maximum device log rate limit.\n device-ratelimit-default:\n type: int\n description: Default maximum device log rate limit.\n mode:\n type: str\n description:\n - Logging rate limit mode.\n - disable - Logging rate limit function disabled.\n - manual - System rate limit and device rate limit both configurable, no limit if not configured.\n choices:\n - \'disable\'\n - \'manual\'\n system-ratelimit:\n type: int\n description: Maximum system log rate limit.\n ratelimits:\n type: list\n elements: dict\n description: no description\n suboptions:\n filter:\n type: str\n description: Device or ADOM filter according to filter-type setting, wildcard expression supported.\n filter-type:\n type: str\n description:\n - Device filter type.\n - devid - Device ID.\n - adom - ADOM name.\n choices:\n - \'devid\'\n - \'adom\'\n id:\n type: int\n description: Filter ID.\n ratelimit:\n type: int\n description: Maximum log rate limit.\n\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- hosts: fortimanager-inventory\n collections:\n - fortinet.fortimanager\n connection: httpapi\n vars:\n ansible_httpapi_use_ssl: True\n ansible_httpapi_validate_certs: False\n ansible_httpapi_port: 443\n tasks:\n - name: Logging rate limit.\n fmgr_system_log_ratelimit:\n bypass_validation: False\n workspace_locking_adom: <value in [global, custom adom including root]>\n workspace_locking_timeout: 300\n rc_succeeded: [0, -2, -3, ...]\n rc_failed: [-2, -3, ...]\n system_log_ratelimit:\n device:\n -\n device: <string>\n filter-type: <value in [devid]>\n id: <integer>\n ratelimit: <integer>\n device-ratelimit-default: <integer>\n mode: <value in [disable, manual]>\n system-ratelimit: <integer>\n ratelimits:\n -\n filter: <string>\n filter-type: <value in [devid, adom]>\n id: <integer>\n ratelimit: <integer>\n\n' STORE_NAME EXAMPLES LOAD_CONST '\nmeta:\n description: The result of the request.\n type: dict\n returned: always\n contains:\n request_url:\n description: The full url requested.\n returned: always\n type: str\n sample: /sys/login/user\n response_code:\n description: The status of api request.\n returned: always\n type: int\n sample: 0\n response_data:\n description: The api response.\n type: list\n returned: always\n response_message:\n description: The descriptive message of the api response.\n type: str\n returned: always\n sample: OK.\n system_information:\n description: The information of the target system.\n type: dict\n returned: always\nrc:\n description: The status the request.\n type: int\n returned: always\n sample: 0\nversion_check_warning:\n description: Warning if the parameters used in the playbook are not supported by the current FortiManager version.\n type: list\n returned: complex\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('Connection',) IMPORT_NAME ansible.module_utils.connection IMPORT_FROM Connection STORE_NAME Connection POP_TOP LOAD_CONST 0 LOAD_CONST ('NAPIManager',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM NAPIManager STORE_NAME NAPIManager POP_TOP LOAD_CONST 0 LOAD_CONST ('check_galaxy_version',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_galaxy_version STORE_NAME check_galaxy_version POP_TOP LOAD_CONST 0 LOAD_CONST ('check_parameter_bypass',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_parameter_bypass STORE_NAME check_parameter_bypass POP_TOP LOAD_CONST <code object main at 0x7f8e4475c660, file "f.py", line 237> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '/cli/global/system/log/ratelimit' BUILD_LIST STORE_FAST jrpc_urls LOAD_CONST '/cli/global/system/log/ratelimit/{ratelimit}' BUILD_LIST STORE_FAST perobject_jrpc_urls BUILD_LIST STORE_FAST url_params LOAD_CONST None STORE_FAST module_primary_key LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST 'set' LOAD_CONST 'update' LOAD_CONST 'add' BUILD_LIST LOAD_CONST ('type', 'required', 'choices') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST ('type', 'required') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST False LOAD_CONST 300 LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'devid' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('device', 'filter-type', 'id', 'ratelimit') BUILD_CONST_KEY_MAP LOAD_CONST 'dict' LOAD_CONST ('required', 'revision', 'type', 'options', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST 'manual' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'devid' LOAD_CONST 'adom' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.2.0', '6.2.2', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.1', '6.4.3', '6.4.4', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('filter', 'filter-type', 'id', 'ratelimit') BUILD_CONST_KEY_MAP LOAD_CONST 'dict' LOAD_CONST ('required', 'revision', 'type', 'options', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST ('device', 'device-ratelimit-default', 'mode', 'system-ratelimit', 'ratelimits') BUILD_CONST_KEY_MAP LOAD_CONST ('required', 'type', 'revision', 'options') BUILD_CONST_KEY_MAP LOAD_CONST ('access_token', 'bypass_validation', 'enable_log', 'forticloud_access_token', 'proposed_method', 'rc_succeeded', 'rc_failed', 'workspace_locking_adom', 'workspace_locking_timeout', 'system_log_ratelimit') BUILD_CONST_KEY_MAP STORE_FAST module_arg_spec BUILD_LIST STORE_FAST params_validation_blob LOAD_GLOBAL check_galaxy_version LOAD_FAST module_arg_spec CALL_FUNCTION POP_TOP LOAD_GLOBAL AnsibleModule LOAD_GLOBAL check_parameter_bypass LOAD_FAST module_arg_spec LOAD_CONST 'system_log_ratelimit' CALL_FUNCTION LOAD_CONST False LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_CONST None STORE_FAST fmgr LOAD_FAST module LOAD_ATTR _socket_path EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Connection LOAD_FAST module LOAD_ATTR _socket_path CALL_FUNCTION STORE_FAST connection LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'access_token' LOAD_CONST 'access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'access_token' BINARY_SUBSCR JUMP_FORWARD to 1428 LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'enable_log' LOAD_CONST 'enable_log' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enable_log' BINARY_SUBSCR JUMP_FORWARD to 1462 LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'forticloud_access_token' LOAD_CONST 'forticloud_access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'forticloud_access_token' BINARY_SUBSCR JUMP_FORWARD to 1496 LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL NAPIManager LOAD_FAST jrpc_urls LOAD_FAST perobject_jrpc_urls LOAD_FAST module_primary_key LOAD_FAST url_params LOAD_FAST module LOAD_FAST connection LOAD_CONST 'data' LOAD_CONST ('top_level_schema_name',) CALL_FUNCTION STORE_FAST fmgr LOAD_FAST fmgr LOAD_METHOD validate_parameters LOAD_FAST params_validation_blob CALL_METHOD POP_TOP LOAD_FAST fmgr LOAD_ATTR process_partial_curd LOAD_FAST module_arg_spec LOAD_CONST ('argument_specs',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 1558 LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'MUST RUN IN HTTPAPI MODE' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST module LOAD_ATTR params LOAD_CONST ('meta',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type ANSIBLE_METADATA = { "status": ["preview"], "supported_by": "community", "metadata_version": "1.1", } DOCUMENTATION = """ --- module: fmgr_system_log_ratelimit short_description: Logging rate limit. description: - This module is able to configure a FortiManager device. - Examples include all parameters and values which need to be adjusted to data sources before usage. version_added: "2.1.0" author: - Xinwei Du (@dux-fortinet) - Xing Li (@lix-fortinet) - Jie Xue (@JieX19) - Link Zheng (@chillancezen) - Frank Shen (@fshen01) - Hongbin Lu (@fgtdev-hblu) notes: - Running in workspace locking mode is supported in this FortiManager module, the top level parameters workspace_locking_adom and workspace_locking_timeout help do the work. - To create or update an object, use state present directive. - To delete an object, use state absent directive. - Normally, running one module can fail when a non-zero rc is returned. you can also override the conditions to fail or succeed with parameters rc_failed and rc_succeeded options: access_token: description: The token to access FortiManager without using username and password. required: false type: str bypass_validation: description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters. required: false type: bool default: false enable_log: description: Enable/Disable logging for task. required: false type: bool default: false forticloud_access_token: description: Authenticate Ansible client with forticloud API access token. required: false type: str proposed_method: description: The overridden method for the underlying Json RPC request. required: false type: str choices: - update - set - add rc_succeeded: description: The rc codes list with which the conditions to succeed will be overriden. type: list required: false elements: int rc_failed: description: The rc codes list with which the conditions to fail will be overriden. type: list required: false elements: int workspace_locking_adom: description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root. required: false type: str workspace_locking_timeout: description: The maximum time in seconds to wait for other user to release the workspace lock. required: false type: int default: 300 system_log_ratelimit: description: the top level parameters set required: false type: dict suboptions: device: type: list elements: dict description: Device. suboptions: device: type: str description: Device filter-type: type: str description: - Device filter type. - devid - Device ID. choices: - 'devid' id: type: int description: Device filter ID. ratelimit: type: int description: Maximum device log rate limit. device-ratelimit-default: type: int description: Default maximum device log rate limit. mode: type: str description: - Logging rate limit mode. - disable - Logging rate limit function disabled. - manual - System rate limit and device rate limit both configurable, no limit if not configured. choices: - 'disable' - 'manual' system-ratelimit: type: int description: Maximum system log rate limit. ratelimits: type: list elements: dict description: no description suboptions: filter: type: str description: Device or ADOM filter according to filter-type setting, wildcard expression supported. filter-type: type: str description: - Device filter type. - devid - Device ID. - adom - ADOM name. choices: - 'devid' - 'adom' id: type: int description: Filter ID. ratelimit: type: int description: Maximum log rate limit. """ EXAMPLES = """ - hosts: fortimanager-inventory collections: - fortinet.fortimanager connection: httpapi vars: ansible_httpapi_use_ssl: True ansible_httpapi_validate_certs: False ansible_httpapi_port: 443 tasks: - name: Logging rate limit. fmgr_system_log_ratelimit: bypass_validation: False workspace_locking_adom: <value in [global, custom adom including root]> workspace_locking_timeout: 300 rc_succeeded: [0, -2, -3, ...] rc_failed: [-2, -3, ...] system_log_ratelimit: device: - device: <string> filter-type: <value in [devid]> id: <integer> ratelimit: <integer> device-ratelimit-default: <integer> mode: <value in [disable, manual]> system-ratelimit: <integer> ratelimits: - filter: <string> filter-type: <value in [devid, adom]> id: <integer> ratelimit: <integer> """ RETURN = """ meta: description: The result of the request. type: dict returned: always contains: request_url: description: The full url requested. returned: always type: str sample: /sys/login/user response_code: description: The status of api request. returned: always type: int sample: 0 response_data: description: The api response. type: list returned: always response_message: description: The descriptive message of the api response. type: str returned: always sample: OK. system_information: description: The information of the target system. type: dict returned: always rc: description: The status the request. type: int returned: always sample: 0 version_check_warning: description: Warning if the parameters used in the playbook are not supported by the current FortiManager version. type: list returned: complex """ from ansible.module_utils.basic import AnsibleModule from ansible.module_utils.connection import Connection from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( NAPIManager, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_galaxy_version, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_parameter_bypass, ) def main(): jrpc_urls = ["/cli/global/system/log/ratelimit"] perobject_jrpc_urls = ["/cli/global/system/log/ratelimit/{ratelimit}"] url_params = [] module_primary_key = None module_arg_spec = { "access_token": {"type": "str", "required": False, "no_log": True}, "bypass_validation": {"type": "bool", "required": False, "default": False}, "enable_log": {"type": "bool", "required": False, "default": False}, "forticloud_access_token": {"type": "str", "required": False, "no_log": True}, "proposed_method": { "type": "str", "required": False, "choices": ["set", "update", "add"], }, "rc_succeeded": {"required": False, "type": "list", "elements": "int"}, "rc_failed": {"required": False, "type": "list", "elements": "int"}, "workspace_locking_adom": {"type": "str", "required": False}, "workspace_locking_timeout": {"type": "int", "required": False, "default": 300}, "system_log_ratelimit": { "required": False, "type": "dict", "revision": { "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "options": { "device": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": False, "7.0.4": False, "7.0.5": False, "7.0.6": False, "7.0.7": False, "7.0.8": False, "7.0.9": False, "7.0.10": False, "7.2.0": False, "7.2.1": False, "7.2.2": False, "7.2.3": False, "7.2.4": False, "7.4.0": False, "7.4.1": False, }, "type": "list", "options": { "device": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": False, "7.0.4": False, "7.0.5": False, "7.0.6": False, "7.0.7": False, "7.0.8": False, "7.0.9": False, "7.0.10": False, "7.2.0": False, "7.2.1": False, "7.2.2": False, "7.2.3": False, "7.2.4": False, "7.4.0": False, "7.4.1": False, }, "type": "str", }, "filter-type": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": False, "7.0.4": False, "7.0.5": False, "7.0.6": False, "7.0.7": False, "7.0.8": False, "7.0.9": False, "7.0.10": False, "7.2.0": False, "7.2.1": False, "7.2.2": False, "7.2.3": False, "7.2.4": False, "7.4.0": False, "7.4.1": False, }, "choices": ["devid"], "type": "str", }, "id": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": False, "7.0.4": False, "7.0.5": False, "7.0.6": False, "7.0.7": False, "7.0.8": False, "7.0.9": False, "7.0.10": False, "7.2.0": False, "7.2.1": False, "7.2.2": False, "7.2.3": False, "7.2.4": False, "7.4.0": False, "7.4.1": False, }, "type": "int", }, "ratelimit": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": False, "7.0.4": False, "7.0.5": False, "7.0.6": False, "7.0.7": False, "7.0.8": False, "7.0.9": False, "7.0.10": False, "7.2.0": False, "7.2.1": False, "7.2.2": False, "7.2.3": False, "7.2.4": False, "7.4.0": False, "7.4.1": False, }, "type": "int", }, }, "elements": "dict", }, "device-ratelimit-default": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "int", }, "mode": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["disable", "manual"], "type": "str", }, "system-ratelimit": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "int", }, "ratelimits": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": False, "6.4.9": False, "6.4.10": False, "6.4.11": False, "6.4.12": False, "6.4.13": False, "7.0.1": False, "7.0.2": False, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "list", "options": { "filter": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": False, "6.4.9": False, "6.4.10": False, "6.4.11": False, "6.4.12": False, "6.4.13": False, "7.0.1": False, "7.0.2": False, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "str", }, "filter-type": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": False, "6.4.9": False, "6.4.10": False, "6.4.11": False, "6.4.12": False, "6.4.13": False, "7.0.1": False, "7.0.2": False, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["devid", "adom"], "type": "str", }, "id": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": False, "6.4.9": False, "6.4.10": False, "6.4.11": False, "6.4.12": False, "6.4.13": False, "7.0.1": False, "7.0.2": False, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "int", }, "ratelimit": { "required": False, "revision": { "6.2.0": False, "6.2.2": False, "6.2.6": False, "6.2.7": False, "6.2.8": False, "6.2.9": False, "6.2.10": False, "6.2.11": False, "6.2.12": False, "6.4.1": False, "6.4.3": False, "6.4.4": False, "6.4.6": False, "6.4.7": False, "6.4.8": False, "6.4.9": False, "6.4.10": False, "6.4.11": False, "6.4.12": False, "6.4.13": False, "7.0.1": False, "7.0.2": False, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "int", }, }, "elements": "dict", }, }, }, } params_validation_blob = [] check_galaxy_version(module_arg_spec) module = AnsibleModule( argument_spec=check_parameter_bypass(module_arg_spec, "system_log_ratelimit"), supports_check_mode=False, ) fmgr = None if module._socket_path: connection = Connection(module._socket_path) connection.set_option( "access_token", module.params["access_token"] if "access_token" in module.params else None, ) connection.set_option( "enable_log", module.params["enable_log"] if "enable_log" in module.params else False, ) connection.set_option( "forticloud_access_token", ( module.params["forticloud_access_token"] if "forticloud_access_token" in module.params else None ), ) fmgr = NAPIManager( jrpc_urls, perobject_jrpc_urls, module_primary_key, url_params, module, connection, top_level_schema_name="data", ) fmgr.validate_parameters(params_validation_blob) fmgr.process_partial_curd(argument_specs=module_arg_spec) else: module.fail_json(msg="MUST RUN IN HTTPAPI MODE") module.exit_json(meta=module.params) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/fortinet/fortimanager/plugins/modules/fmgr_system_log_ratelimit.py
9,339
9,028
1,430
LOAD_CONST '\nTrueType Font parser.\n\nDocuments:\n - "The OpenType Specification"\n https://docs.microsoft.com/en-us/typography/opentype/spec/\n - "An Introduction to TrueType Fonts: A look inside the TTF format"\n written by "NRSI: Computers & Writing Systems"\n http://scripts.sil.org/cms/scripts/page.php?site_id=nrsi&item_id=IWS-Chapter08\n\nAuthor: Victor Stinner\nCreation date: 2007-02-08\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('Parser',) IMPORT_NAME hachoir.parser IMPORT_FROM Parser STORE_NAME Parser POP_TOP LOAD_CONST 0 LOAD_CONST ('FieldSet', 'ParserError', 'UInt8', 'UInt16', 'UInt24', 'UInt32', 'Int16', 'Bit', 'Bits', 'PaddingBits', 'NullBytes', 'String', 'RawBytes', 'Bytes', 'Enum', 'TimestampMac32', 'GenericVector', 'PascalString8') IMPORT_NAME hachoir.field IMPORT_FROM FieldSet STORE_NAME FieldSet IMPORT_FROM ParserError STORE_NAME ParserError IMPORT_FROM UInt8 STORE_NAME UInt8 IMPORT_FROM UInt16 STORE_NAME UInt16 IMPORT_FROM UInt24 STORE_NAME UInt24 IMPORT_FROM UInt32 STORE_NAME UInt32 IMPORT_FROM Int16 STORE_NAME Int16 IMPORT_FROM Bit STORE_NAME Bit IMPORT_FROM Bits STORE_NAME Bits IMPORT_FROM PaddingBits STORE_NAME PaddingBits IMPORT_FROM NullBytes STORE_NAME NullBytes IMPORT_FROM String STORE_NAME String IMPORT_FROM RawBytes STORE_NAME RawBytes IMPORT_FROM Bytes STORE_NAME Bytes IMPORT_FROM Enum STORE_NAME Enum IMPORT_FROM TimestampMac32 STORE_NAME TimestampMac32 IMPORT_FROM GenericVector STORE_NAME GenericVector IMPORT_FROM PascalString8 STORE_NAME PascalString8 POP_TOP LOAD_CONST 0 LOAD_CONST ('BIG_ENDIAN',) IMPORT_NAME hachoir.core.endian IMPORT_FROM BIG_ENDIAN STORE_NAME BIG_ENDIAN POP_TOP LOAD_CONST 0 LOAD_CONST ('textHandler', 'hexadecimal', 'filesizeHandler') IMPORT_NAME hachoir.core.text_handler IMPORT_FROM textHandler STORE_NAME textHandler IMPORT_FROM hexadecimal STORE_NAME hexadecimal IMPORT_FROM filesizeHandler STORE_NAME filesizeHandler POP_TOP LOAD_CONST 300 STORE_NAME MAX_NAME_COUNT LOAD_CONST 3 STORE_NAME MIN_NB_TABLE LOAD_CONST 30 STORE_NAME MAX_NB_TABLE LOAD_CONST 'Mixed directional' LOAD_CONST 'Left to right' LOAD_CONST 'Left to right + neutrals' LOAD_CONST 'Right to left' LOAD_CONST 'Right to left + neutrals' LOAD_CONST (0, 1, 2, -1, -2) BUILD_CONST_KEY_MAP STORE_NAME DIRECTION_NAME LOAD_CONST 'Copyright notice' LOAD_CONST 'Font family name' LOAD_CONST 'Font subfamily name' LOAD_CONST 'Unique font identifier' LOAD_CONST 'Full font name' LOAD_CONST 'Version string' LOAD_CONST 'Postscript name' LOAD_CONST 'Trademark' LOAD_CONST 'Manufacturer name' LOAD_CONST 'Designer' LOAD_CONST 'Description' LOAD_CONST 'URL Vendor' LOAD_CONST 'URL Designer' LOAD_CONST 'License Description' LOAD_CONST 'License info URL' LOAD_CONST 'Preferred Family' LOAD_CONST 'Preferred Subfamily' LOAD_CONST 'Compatible Full' LOAD_CONST 'Sample text' LOAD_CONST 'PostScript CID findfont name' LOAD_CONST (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20) BUILD_CONST_KEY_MAP STORE_NAME NAMEID_NAME LOAD_CONST 'Unicode' LOAD_CONST 'Macintosh' LOAD_CONST 'ISO' LOAD_CONST 'Microsoft' LOAD_CONST 'Custom' LOAD_CONST (0, 1, 2, 3, 4) BUILD_CONST_KEY_MAP STORE_NAME PLATFORM_NAME LOAD_CONST 3 LOAD_CONST 'UTF-16-BE' BUILD_MAP LOAD_CONST 0 LOAD_CONST 'MacRoman' BUILD_MAP LOAD_CONST 1 LOAD_CONST 'UTF-16-BE' BUILD_MAP LOAD_CONST (0, 1, 3) BUILD_CONST_KEY_MAP STORE_NAME CHARSET_MAP LOAD_CONST 'Installable embedding' LOAD_CONST 'Restricted License embedding' LOAD_CONST 'Preview & Print embedding' LOAD_CONST 'Editable embedding' LOAD_CONST (0, 2, 4, 8) BUILD_CONST_KEY_MAP STORE_NAME PERMISSIONS LOAD_NAME Int16 STORE_NAME FWORD LOAD_NAME UInt16 STORE_NAME UFWORD LOAD_BUILD_CLASS LOAD_CONST <code object Tag at 0x7fab82343ed0, file "f.py", line 99> LOAD_CONST 'Tag' MAKE_FUNCTION LOAD_CONST 'Tag' LOAD_NAME String CALL_FUNCTION STORE_NAME Tag LOAD_BUILD_CLASS LOAD_CONST <code object Version16Dot16 at 0x7fab822c5270, file "f.py", line 104> LOAD_CONST 'Version16Dot16' MAKE_FUNCTION LOAD_CONST 'Version16Dot16' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME Version16Dot16 LOAD_BUILD_CLASS LOAD_CONST <code object Fixed at 0x7fab822c5db0, file "f.py", line 115> LOAD_CONST 'Fixed' MAKE_FUNCTION LOAD_CONST 'Fixed' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME Fixed LOAD_BUILD_CLASS LOAD_CONST <code object Tuple at 0x7fab822c5030, file "f.py", line 124> LOAD_CONST 'Tuple' MAKE_FUNCTION LOAD_CONST 'Tuple' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME Tuple LOAD_BUILD_CLASS LOAD_CONST <code object F2DOT14 at 0x7fab822c51e0, file "f.py", line 134> LOAD_CONST 'F2DOT14' MAKE_FUNCTION LOAD_CONST 'F2DOT14' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME F2DOT14 LOAD_BUILD_CLASS LOAD_CONST <code object TableHeader at 0x7fa9834fd390, file "f.py", line 144> LOAD_CONST 'TableHeader' MAKE_FUNCTION LOAD_CONST 'TableHeader' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME TableHeader LOAD_BUILD_CLASS LOAD_CONST <code object NameHeader at 0x7fa9834fd1e0, file "f.py", line 155> LOAD_CONST 'NameHeader' MAKE_FUNCTION LOAD_CONST 'NameHeader' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME NameHeader LOAD_CONST <code object parseFontHeader at 0x7fa9834fd660, file "f.py", line 179> LOAD_CONST 'parseFontHeader' MAKE_FUNCTION STORE_NAME parseFontHeader LOAD_BUILD_CLASS LOAD_CONST <code object AxisValueMap at 0x7fa9834fd5d0, file "f.py", line 232> LOAD_CONST 'AxisValueMap' MAKE_FUNCTION LOAD_CONST 'AxisValueMap' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME AxisValueMap LOAD_BUILD_CLASS LOAD_CONST <code object SegmentMaps at 0x7fa9834fdc90, file "f.py", line 240> LOAD_CONST 'SegmentMaps' MAKE_FUNCTION LOAD_CONST 'SegmentMaps' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME SegmentMaps LOAD_CONST <code object parseAvar at 0x7fab823a6c90, file "f.py", line 249> LOAD_CONST 'parseAvar' MAKE_FUNCTION STORE_NAME parseAvar LOAD_BUILD_CLASS LOAD_CONST <code object VariationAxisRecord at 0x7faa7c16a1e0, file "f.py", line 258> LOAD_CONST 'VariationAxisRecord' MAKE_FUNCTION LOAD_CONST 'VariationAxisRecord' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME VariationAxisRecord LOAD_BUILD_CLASS LOAD_CONST <code object InstanceRecord at 0x7faa7c16a270, file "f.py", line 275> LOAD_CONST 'InstanceRecord' MAKE_FUNCTION LOAD_CONST 'InstanceRecord' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME InstanceRecord LOAD_CONST <code object parseFvar at 0x7faa7c16a300, file "f.py", line 295> LOAD_CONST 'parseFvar' MAKE_FUNCTION STORE_NAME parseFvar LOAD_BUILD_CLASS LOAD_CONST <code object EncodingRecord at 0x7faa7c16a0c0, file "f.py", line 323> LOAD_CONST 'EncodingRecord' MAKE_FUNCTION LOAD_CONST 'EncodingRecord' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME EncodingRecord LOAD_BUILD_CLASS LOAD_CONST <code object CmapTable0 at 0x7faa7c16a8a0, file "f.py", line 333> LOAD_CONST 'CmapTable0' MAKE_FUNCTION LOAD_CONST 'CmapTable0' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME CmapTable0 LOAD_BUILD_CLASS LOAD_CONST <code object CmapTable4 at 0x7faa7c16ab70, file "f.py", line 341> LOAD_CONST 'CmapTable4' MAKE_FUNCTION LOAD_CONST 'CmapTable4' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME CmapTable4 LOAD_BUILD_CLASS LOAD_CONST <code object CmapTable6 at 0x7faa7c1f68a0, file "f.py", line 361> LOAD_CONST 'CmapTable6' MAKE_FUNCTION LOAD_CONST 'CmapTable6' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME CmapTable6 LOAD_BUILD_CLASS LOAD_CONST <code object SequentialMapGroup at 0x7faa7c1f6db0, file "f.py", line 371> LOAD_CONST 'SequentialMapGroup' MAKE_FUNCTION LOAD_CONST 'SequentialMapGroup' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME SequentialMapGroup LOAD_BUILD_CLASS LOAD_CONST <code object CmapTable12 at 0x7faa7c1f6780, file "f.py", line 382> LOAD_CONST 'CmapTable12' MAKE_FUNCTION LOAD_CONST 'CmapTable12' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME CmapTable12 LOAD_BUILD_CLASS LOAD_CONST <code object VariationSelector at 0x7faa7c1f65d0, file "f.py", line 393> LOAD_CONST 'VariationSelector' MAKE_FUNCTION LOAD_CONST 'VariationSelector' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME VariationSelector LOAD_BUILD_CLASS LOAD_CONST <code object CmapTable14 at 0x7faa7c1f64b0, file "f.py", line 400> LOAD_CONST 'CmapTable14' MAKE_FUNCTION LOAD_CONST 'CmapTable14' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME CmapTable14 LOAD_CONST <code object parseCmap at 0x7faa7c1f69c0, file "f.py", line 411> LOAD_CONST 'parseCmap' MAKE_FUNCTION STORE_NAME parseCmap LOAD_BUILD_CLASS LOAD_CONST <code object SignatureRecord at 0x7faa7c1f6030, file "f.py", line 444> LOAD_CONST 'SignatureRecord' MAKE_FUNCTION LOAD_CONST 'SignatureRecord' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME SignatureRecord LOAD_BUILD_CLASS LOAD_CONST <code object SignatureBlock at 0x7faa7c1f66f0, file "f.py", line 451> LOAD_CONST 'SignatureBlock' MAKE_FUNCTION LOAD_CONST 'SignatureBlock' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME SignatureBlock LOAD_CONST <code object parseDSIG at 0x7faa7c1f6420, file "f.py", line 462> LOAD_CONST 'parseDSIG' MAKE_FUNCTION STORE_NAME parseDSIG LOAD_CONST <code object parseNames at 0x7fa9c86005d0, file "f.py", line 488> LOAD_CONST 'parseNames' MAKE_FUNCTION STORE_NAME parseNames LOAD_CONST <code object parseMaxp at 0x7fa9c86001e0, file "f.py", line 533> LOAD_CONST 'parseMaxp' MAKE_FUNCTION STORE_NAME parseMaxp LOAD_CONST <code object parseHhea at 0x7fa9c8600660, file "f.py", line 560> LOAD_CONST 'parseHhea' MAKE_FUNCTION STORE_NAME parseHhea LOAD_BUILD_CLASS LOAD_CONST <code object fsType at 0x7fa9c8600810, file "f.py", line 578> LOAD_CONST 'fsType' MAKE_FUNCTION LOAD_CONST 'fsType' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME fsType LOAD_CONST <code object parseOS2 at 0x7fa9c8600540, file "f.py", line 591> LOAD_CONST 'parseOS2' MAKE_FUNCTION STORE_NAME parseOS2 LOAD_CONST <code object parsePost at 0x7fa9c8600a50, file "f.py", line 636> LOAD_CONST 'parsePost' MAKE_FUNCTION STORE_NAME parsePost LOAD_CONST <code object <lambda> at 0x7fa9c8600420, file "f.py", line 677> LOAD_CONST '<lambda>' MAKE_FUNCTION DUP_TOP STORE_NAME parseScriptList DUP_TOP STORE_NAME parseFeatureList DUP_TOP STORE_NAME parseLookupList STORE_NAME parseFeatureVariationsTable LOAD_CONST <code object parseGSUB at 0x7fa9c86008a0, file "f.py", line 680> LOAD_CONST 'parseGSUB' MAKE_FUNCTION STORE_NAME parseGSUB LOAD_BUILD_CLASS LOAD_CONST <code object Table at 0x7fa9c8600150, file "f.py", line 712> LOAD_CONST 'Table' MAKE_FUNCTION LOAD_CONST 'Table' LOAD_NAME FieldSet CALL_FUNCTION STORE_NAME Table LOAD_BUILD_CLASS LOAD_CONST <code object TrueTypeFontFile at 0x7fa9c8600b70, file "f.py", line 746> LOAD_CONST 'TrueTypeFontFile' MAKE_FUNCTION LOAD_CONST 'TrueTypeFontFile' LOAD_NAME Parser CALL_FUNCTION STORE_NAME TrueTypeFontFile LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Tag' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7fab82343390, file "f.py", line 100> LOAD_CONST 'Tag.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL String LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST parent LOAD_FAST name LOAD_CONST 4 LOAD_FAST description CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Version16Dot16' STORE_NAME __qualname__ LOAD_CONST 32 STORE_NAME static_size LOAD_CONST <code object createFields at 0x7fab82343ae0, file "f.py", line 107> LOAD_CONST 'Version16Dot16.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object createValue at 0x7fab82343930, file "f.py", line 111> LOAD_CONST 'Version16Dot16.createValue' MAKE_FUNCTION STORE_NAME createValue LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'major' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'minor' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL float LOAD_CONST '%u.%x' LOAD_FAST self LOAD_CONST 'major' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_CONST 'minor' BINARY_SUBSCR LOAD_ATTR value BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Fixed' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fab822c5b70, file "f.py", line 116> LOAD_CONST 'Fixed.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object createValue at 0x7fab822c54b0, file "f.py", line 120> LOAD_CONST 'Fixed.createValue' MAKE_FUNCTION STORE_NAME createValue LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'int_part' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'float_part' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_CONST 'int_part' BINARY_SUBSCR LOAD_ATTR value LOAD_GLOBAL float LOAD_FAST self LOAD_CONST 'float_part' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION LOAD_CONST 65536 BINARY_TRUE_DIVIDE BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Tuple' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab822c5ed0, file "f.py", line 125> LOAD_CONST 'Tuple.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object createFields at 0x7fab822c5810, file "f.py", line 129> LOAD_CONST 'Tuple.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST parent LOAD_FAST name LOAD_CONST 'Tuple Record' LOAD_CONST ('description',) CALL_FUNCTION POP_TOP LOAD_FAST axisCount LOAD_FAST self STORE_ATTR axisCount LOAD_CONST None RETURN_VALUE SETUP_LOOP to 32 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR axisCount CALL_FUNCTION GET_ITER FOR_ITER to 30 STORE_FAST _ LOAD_GLOBAL Fixed LOAD_FAST self LOAD_CONST 'coordinate[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'F2DOT14' STORE_NAME __qualname__ LOAD_CONST 16 STORE_NAME static_size LOAD_CONST <code object createFields at 0x7fab822c5540, file "f.py", line 137> LOAD_CONST 'F2DOT14.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object createValue at 0x7fab822c5c90, file "f.py", line 140> LOAD_CONST 'F2DOT14.createValue' MAKE_FUNCTION STORE_NAME createValue LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'int_part' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_CONST 'int_part' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 16384 BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TableHeader' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fab822c5780, file "f.py", line 145> LOAD_CONST 'TableHeader.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object createDescription at 0x7fa9834fd150, file "f.py", line 151> LOAD_CONST 'TableHeader.createDescription' MAKE_FUNCTION STORE_NAME createDescription LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Tag LOAD_FAST self LOAD_CONST 'tag' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL textHandler LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'checksum' CALL_FUNCTION LOAD_GLOBAL hexadecimal CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'offset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL filesizeHandler LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'size' CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'Table entry: %s (%s)' LOAD_FAST self LOAD_CONST 'tag' BINARY_SUBSCR LOAD_ATTR display LOAD_FAST self LOAD_CONST 'size' BINARY_SUBSCR LOAD_ATTR display BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NameHeader' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fa9834fdae0, file "f.py", line 156> LOAD_CONST 'NameHeader.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object getCharset at 0x7fa9834fd930, file "f.py", line 164> LOAD_CONST 'NameHeader.getCharset' MAKE_FUNCTION STORE_NAME getCharset LOAD_CONST <code object createDescription at 0x7fa9834fd270, file "f.py", line 173> LOAD_CONST 'NameHeader.createDescription' MAKE_FUNCTION STORE_NAME createDescription LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Enum LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'platformID' CALL_FUNCTION LOAD_GLOBAL PLATFORM_NAME CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'encodingID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'languageID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Enum LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'nameID' CALL_FUNCTION LOAD_GLOBAL NAMEID_NAME CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'length' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'offset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_CONST 'platformID' BINARY_SUBSCR LOAD_ATTR value STORE_FAST platform LOAD_FAST self LOAD_CONST 'encodingID' BINARY_SUBSCR LOAD_ATTR value STORE_FAST encoding SETUP_EXCEPT to 34 LOAD_GLOBAL CHARSET_MAP LOAD_FAST platform BINARY_SUBSCR LOAD_FAST encoding BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD warning LOAD_CONST 'TTF: Unknown charset (%s,%s)' LOAD_FAST platform LOAD_FAST encoding BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST 'ISO-8859-1' RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_CONST 'platformID' BINARY_SUBSCR LOAD_ATTR display STORE_FAST platform LOAD_FAST self LOAD_CONST 'nameID' BINARY_SUBSCR LOAD_ATTR display STORE_FAST name LOAD_CONST 'Name record: %s (%s)' LOAD_FAST name LOAD_FAST platform BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maj_ver' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'min_ver' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'font_maj_ver' LOAD_CONST 'Font major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'font_min_ver' LOAD_CONST 'Font minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL textHandler LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'checksum' CALL_FUNCTION LOAD_GLOBAL hexadecimal CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bytes LOAD_FAST self LOAD_CONST 'magic' LOAD_CONST 4 LOAD_CONST 'Magic string (\\x5F\\x0F\\x3C\\xF5)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'magic' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST b'_\x0f<\xf5' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ParserError LOAD_CONST 'TTF: invalid magic of font header' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'y0' LOAD_CONST 'Baseline at y=0' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'x0' LOAD_CONST 'Left sidebearing point at x=0' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'instr_point' LOAD_CONST 'Instructions may depend on point size' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'ppem' LOAD_CONST 'Force PPEM to integer values for all' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'instr_width' LOAD_CONST 'Instructions may alter advance width' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'vertical' LOAD_CONST 'e laid out vertically?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 1 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'linguistic' LOAD_CONST 'Requires layout for correct linguistic rendering?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'gx' LOAD_CONST 'Metamorphosis effects?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'strong' LOAD_CONST 'Contains strong right-to-left glyphs?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'indic' LOAD_CONST 'contains Indic-style rearrangement effects?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'lossless' LOAD_CONST 'Data is lossless (Agfa MicroType compression)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'converted' LOAD_CONST 'Font converted (produce compatible metrics)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'cleartype' LOAD_CONST 'Optimised for ClearType' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bits LOAD_FAST self LOAD_CONST 'adobe' LOAD_CONST 2 LOAD_CONST '(used by Adobe)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'unit_per_em' LOAD_CONST 'Units per em' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST 16 LOAD_FAST self LOAD_CONST 'unit_per_em' BINARY_SUBSCR LOAD_ATTR value DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 16384 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 370 POP_TOP LOAD_GLOBAL ParserError LOAD_CONST 'TTF: Invalid unit/em value' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'created_high' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL TimestampMac32 LOAD_FAST self LOAD_CONST 'created' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'modified_high' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL TimestampMac32 LOAD_FAST self LOAD_CONST 'modified' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'xmin' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'ymin' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'xmax' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'ymax' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'bold' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'italic' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'underline' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'outline' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'shadow' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'condensed' LOAD_CONST '(narrow)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'expanded' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 9 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'lowest' LOAD_CONST 'Smallest readable size in pixels' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Enum LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'font_dir' LOAD_CONST 'Font direction hint' CALL_FUNCTION LOAD_GLOBAL DIRECTION_NAME CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Enum LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'ofst_format' CALL_FUNCTION LOAD_CONST 'short offsets' LOAD_CONST 'long' LOAD_CONST (0, 1) BUILD_CONST_KEY_MAP CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'glyph_format' LOAD_CONST '(=0)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AxisValueMap' STORE_NAME __qualname__ LOAD_CONST 32 STORE_NAME static_size LOAD_CONST <code object createFields at 0x7fa9834fde40, file "f.py", line 235> LOAD_CONST 'AxisValueMap.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL F2DOT14 LOAD_FAST self LOAD_CONST 'fromCoordinate' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL F2DOT14 LOAD_FAST self LOAD_CONST 'toCoordinate' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SegmentMaps' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fa9834fdf60, file "f.py", line 241> LOAD_CONST 'SegmentMaps.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'positionMapCount' LOAD_CONST 'The number of correspondence pairs for this axis' CALL_FUNCTION YIELD_VALUE POP_TOP SETUP_LOOP to 50 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'positionMapCount' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 48 STORE_FAST _ LOAD_GLOBAL AxisValueMap LOAD_FAST self LOAD_CONST 'axisValueMaps[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'majorVersion' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'minorVersion' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'axisCount' LOAD_CONST 'The number of variation axes for this font' CALL_FUNCTION YIELD_VALUE POP_TOP SETUP_LOOP to 92 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'axisCount' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST _ LOAD_GLOBAL SegmentMaps LOAD_FAST self LOAD_CONST 'segmentMaps[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VariationAxisRecord' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fab823a6f60, file "f.py", line 259> LOAD_CONST 'VariationAxisRecord.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Tag LOAD_FAST self LOAD_CONST 'axisTag' LOAD_CONST 'Tag identifying the design variation for the axis' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Fixed LOAD_FAST self LOAD_CONST 'minValue' LOAD_CONST 'The minimum coordinate value for the axis' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Fixed LOAD_FAST self LOAD_CONST 'defaultValue' LOAD_CONST 'The default coordinate value for the axis' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Fixed LOAD_FAST self LOAD_CONST 'maxValue' LOAD_CONST 'The maximum coordinate value for the axis' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reservedFlags' LOAD_CONST 15 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'hidden' LOAD_CONST 'The axis should not be exposed directly in user interfaces' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'axisNameID' LOAD_CONST "The name ID for entries in the 'name' table that provide a display name for this axis" CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InstanceRecord' STORE_NAME __qualname__ LOAD_CONST (False,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa7c16a030, file "f.py", line 276> LOAD_CONST 'InstanceRecord.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object createFields at 0x7faa7c16ae40, file "f.py", line 281> LOAD_CONST 'InstanceRecord.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST parent LOAD_FAST name LOAD_CONST 'Instance record' LOAD_CONST ('description',) CALL_FUNCTION POP_TOP LOAD_FAST axisCount LOAD_FAST self STORE_ATTR axisCount LOAD_FAST hasPSNameID LOAD_FAST self STORE_ATTR hasPSNameID LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'subfamilyNameID' LOAD_CONST 'Name ID for subfamily names for this instance' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reservedFlags' LOAD_CONST 16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Tuple LOAD_FAST self LOAD_CONST 'coordinates' LOAD_FAST self LOAD_ATTR axisCount LOAD_CONST ('axisCount',) CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_ATTR hasPSNameID POP_JUMP_IF_FALSE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'postScriptNameID' LOAD_CONST 'Name ID for PostScript names for this instance' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'majorVersion' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'minorVersion' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'axisArrayOffset' LOAD_CONST 'Offset to the start of the VariationAxisRecord array.' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'axisCount' LOAD_CONST 'The number of variation axes for this font' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'axisSize' LOAD_CONST 'The size in bytes of each VariationAxisRecord' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'instanceCount' LOAD_CONST 'The number of named instances for this font' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'instanceSize' LOAD_CONST 'The size in bytes of each InstanceRecord' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'axisArrayOffset' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 16 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'padding' LOAD_CONST 8 LOAD_FAST self LOAD_CONST 'axisArrayOffset' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 16 BINARY_SUBTRACT BINARY_MULTIPLY CALL_FUNCTION YIELD_VALUE POP_TOP SETUP_LOOP to 190 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'axisCount' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 188 STORE_FAST _ LOAD_GLOBAL VariationAxisRecord LOAD_FAST self LOAD_CONST 'axes[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 262 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'instanceCount' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 260 STORE_FAST _ LOAD_GLOBAL InstanceRecord LOAD_FAST self LOAD_CONST 'instances[]' LOAD_FAST self LOAD_CONST 'axisCount' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_CONST 'instanceSize' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 2 LOAD_FAST self LOAD_CONST 'axisCount' BINARY_SUBSCR LOAD_ATTR value BINARY_MULTIPLY LOAD_CONST 6 BINARY_ADD COMPARE_OP == LOAD_CONST ('axisCount', 'hasPSNameID') CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EncodingRecord' STORE_NAME __qualname__ LOAD_CONST 64 STORE_NAME static_size LOAD_CONST <code object createFields at 0x7faa7c16aae0, file "f.py", line 326> LOAD_CONST 'EncodingRecord.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Enum LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'platformID' CALL_FUNCTION LOAD_GLOBAL PLATFORM_NAME CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'encodingID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'subtableOffset' CALL_FUNCTION LOAD_FAST self STORE_ATTR offset LOAD_FAST self LOAD_ATTR offset YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CmapTable0' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c16a810, file "f.py", line 334> LOAD_CONST 'CmapTable0.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length in bytes' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'language' LOAD_CONST 'Language ID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'mapping' LOAD_CONST 256 LOAD_GLOBAL UInt8 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CmapTable4' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c16a9c0, file "f.py", line 342> LOAD_CONST 'CmapTable4.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length in bytes' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'language' LOAD_CONST 'Language ID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'segCountX2' LOAD_CONST 'Twice the number of segments' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'segCountX2' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 2 BINARY_FLOOR_DIVIDE STORE_FAST segments LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'searchRange' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'entrySelector' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'rangeShift' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'endCode' LOAD_FAST segments LOAD_GLOBAL UInt16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'startCode' LOAD_FAST segments LOAD_GLOBAL UInt16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'idDelta' LOAD_FAST segments LOAD_GLOBAL Int16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'idRangeOffsets' LOAD_FAST segments LOAD_GLOBAL UInt16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'length' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_ATTR current_size LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST remainder LOAD_FAST remainder POP_JUMP_IF_FALSE LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'glyphIdArray' LOAD_FAST remainder LOAD_GLOBAL UInt16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CmapTable6' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6270, file "f.py", line 362> LOAD_CONST 'CmapTable6.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length in bytes' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'language' LOAD_CONST 'Language ID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'firstCode' LOAD_CONST 'First character code of subrange' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'entryCount' LOAD_CONST 'Number of character codes in subrange' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'glyphIdArray' LOAD_FAST self LOAD_CONST 'entryCount' BINARY_SUBSCR LOAD_ATTR value LOAD_GLOBAL UInt16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SequentialMapGroup' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6810, file "f.py", line 372> LOAD_CONST 'SequentialMapGroup.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'startCharCode' LOAD_CONST 'First character code in this group' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'endCharCode' LOAD_CONST 'First character code in this group' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'startGlyphID' LOAD_CONST 'Glyph index corresponding to the starting character code' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CmapTable12' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f60c0, file "f.py", line 383> LOAD_CONST 'CmapTable12.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length in bytes' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'language' LOAD_CONST 'Language ID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'numGroups' LOAD_CONST 'Number of groupings which follow' CALL_FUNCTION YIELD_VALUE POP_TOP SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'numGroups' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST i LOAD_GLOBAL SequentialMapGroup LOAD_FAST self LOAD_CONST 'mapgroup[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VariationSelector' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6b70, file "f.py", line 394> LOAD_CONST 'VariationSelector.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt24 LOAD_FAST self LOAD_CONST 'varSelector' LOAD_CONST 'Variation selector' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'defaultUVSOffset' LOAD_CONST 'Offset to default UVS table' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'nonDefaultUVSOffset' LOAD_CONST 'Offset to non-default UVS table' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CmapTable14' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6f60, file "f.py", line 401> LOAD_CONST 'CmapTable14.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length in bytes' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'numVarSelectorRecords' LOAD_CONST 'Number of variation selector records' CALL_FUNCTION YIELD_VALUE POP_TOP SETUP_LOOP to 78 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'numVarSelectorRecords' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 76 STORE_FAST i LOAD_GLOBAL VariationSelector LOAD_FAST self LOAD_CONST 'variationSelector[]' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numTables' LOAD_CONST 'Number of encoding tables' CALL_FUNCTION STORE_FAST numTables LOAD_FAST numTables YIELD_VALUE POP_TOP BUILD_LIST STORE_FAST encodingRecords SETUP_LOOP to 80 LOAD_GLOBAL range LOAD_FAST numTables LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 78 STORE_FAST index LOAD_GLOBAL EncodingRecord LOAD_FAST self LOAD_CONST 'encodingRecords[]' CALL_FUNCTION STORE_FAST entry LOAD_FAST entry YIELD_VALUE POP_TOP LOAD_FAST encodingRecords LOAD_METHOD append LOAD_FAST entry CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST encodingRecords LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7faa7c1f6300, file "f.py", line 420> LOAD_CONST 'parseCmap.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP LOAD_CONST None STORE_FAST last SETUP_LOOP to 290 LOAD_FAST encodingRecords GET_ITER FOR_ITER to 288 STORE_FAST er LOAD_FAST er LOAD_CONST 'subtableOffset' BINARY_SUBSCR LOAD_ATTR value STORE_FAST offset LOAD_FAST last POP_JUMP_IF_FALSE LOAD_FAST last LOAD_FAST offset COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST offset STORE_FAST last LOAD_FAST self LOAD_ATTR seekByte LOAD_FAST offset LOAD_CONST True LOAD_CONST False LOAD_CONST ('relative', 'null') CALL_FUNCTION STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' CALL_FUNCTION LOAD_ATTR value STORE_FAST format LOAD_FAST format LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL CmapTable0 LOAD_FAST self LOAD_CONST 'cmap table format 0' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST format LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL CmapTable4 LOAD_FAST self LOAD_CONST 'cmap table format 4' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST format LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL CmapTable6 LOAD_FAST self LOAD_CONST 'cmap table format 6' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST format LOAD_CONST 12 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL CmapTable12 LOAD_FAST self LOAD_CONST 'cmap table format 12' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST format LOAD_CONST 14 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL CmapTable14 LOAD_FAST self LOAD_CONST 'cmap table format 14' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST field LOAD_CONST 'subtableOffset' BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SignatureRecord' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6d20, file "f.py", line 445> LOAD_CONST 'SignatureRecord.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'Table format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length of signature' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'signatureBlockOffset' LOAD_CONST 'Offset to signature block' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SignatureBlock' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7faa7c1f6930, file "f.py", line 452> LOAD_CONST 'SignatureBlock.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 32 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'length' LOAD_CONST 'Length (in bytes) of the PKCS#7 packet in the signature field' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL String LOAD_FAST self LOAD_CONST 'signature' LOAD_FAST self LOAD_CONST 'length' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 'Signature block' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numSignatures' LOAD_CONST 'Number of signatures in the table' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'flag' LOAD_CONST 'Cannot be resigned' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 7 CALL_FUNCTION YIELD_VALUE POP_TOP BUILD_LIST STORE_FAST entries SETUP_LOOP to 108 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'numSignatures' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 106 STORE_FAST i LOAD_GLOBAL SignatureRecord LOAD_FAST self LOAD_CONST 'signatureRecords[]' CALL_FUNCTION STORE_FAST record LOAD_FAST entries LOAD_METHOD append LOAD_FAST record CALL_METHOD POP_TOP LOAD_FAST record YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST entries LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7faa7c1f6390, file "f.py", line 472> LOAD_CONST 'parseDSIG.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP LOAD_CONST None STORE_FAST last SETUP_LOOP to 196 LOAD_FAST entries GET_ITER FOR_ITER to 194 STORE_FAST entry LOAD_FAST entry LOAD_CONST 'signatureBlockOffset' BINARY_SUBSCR LOAD_ATTR value STORE_FAST offset LOAD_FAST last POP_JUMP_IF_FALSE LOAD_FAST last LOAD_FAST offset COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST offset STORE_FAST last LOAD_FAST self LOAD_ATTR seekByte LOAD_FAST offset LOAD_CONST True LOAD_CONST False LOAD_CONST ('relative', 'null') CALL_FUNCTION STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR size LOAD_FAST self LOAD_ATTR current_size BINARY_SUBTRACT LOAD_CONST 8 BINARY_FLOOR_DIVIDE STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_GLOBAL NullBytes LOAD_FAST self LOAD_CONST 'padding_end' LOAD_FAST padding CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST field LOAD_CONST 'signatureBlockOffset' BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'format' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ParserError LOAD_CONST 'TTF (names): Invalid format (%u)' LOAD_FAST self LOAD_CONST 'format' BINARY_SUBSCR LOAD_ATTR value BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'count' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'offset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL MAX_NAME_COUNT LOAD_FAST self LOAD_CONST 'count' BINARY_SUBSCR LOAD_ATTR value COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL ParserError LOAD_CONST 'Invalid number of names (%s)' LOAD_FAST self LOAD_CONST 'count' BINARY_SUBSCR LOAD_ATTR value BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST entries SETUP_LOOP to 154 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'count' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 152 STORE_FAST index LOAD_GLOBAL NameHeader LOAD_FAST self LOAD_CONST 'header[]' CALL_FUNCTION STORE_FAST entry LOAD_FAST entry YIELD_VALUE POP_TOP LOAD_FAST entries LOAD_METHOD append LOAD_FAST entry CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST entries LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7faa7c1f6540, file "f.py", line 503> LOAD_CONST 'parseNames.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP LOAD_CONST None STORE_FAST last SETUP_LOOP to 384 LOAD_FAST entries GET_ITER FOR_ITER to 382 STORE_FAST entry LOAD_FAST entry LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST entry LOAD_CONST 'length' BINARY_SUBSCR LOAD_ATTR value BUILD_TUPLE STORE_FAST new LOAD_FAST last POP_JUMP_IF_FALSE LOAD_FAST last LOAD_FAST new COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD warning LOAD_CONST 'Skip duplicate %s %s' LOAD_FAST entry LOAD_ATTR name LOAD_FAST new BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST entry LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST entry LOAD_CONST 'length' BINARY_SUBSCR LOAD_ATTR value BUILD_TUPLE STORE_FAST last LOAD_FAST entry LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value BINARY_ADD STORE_FAST offset LOAD_FAST offset LOAD_FAST self LOAD_ATTR current_size LOAD_CONST 8 BINARY_FLOOR_DIVIDE COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD warning LOAD_CONST 'Skip value %s (negative offset)' LOAD_FAST entry LOAD_ATTR name BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR seekByte LOAD_FAST offset LOAD_CONST True LOAD_CONST True LOAD_CONST ('relative', 'null') CALL_FUNCTION STORE_FAST padding LOAD_FAST padding EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP LOAD_FAST entry LOAD_CONST 'length' BINARY_SUBSCR LOAD_ATTR value STORE_FAST size LOAD_FAST size POP_JUMP_IF_FALSE LOAD_GLOBAL String LOAD_FAST self LOAD_CONST 'value[]' LOAD_FAST size LOAD_FAST entry LOAD_ATTR description LOAD_FAST entry LOAD_METHOD getCharset CALL_METHOD LOAD_CONST ('charset',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR size LOAD_FAST self LOAD_ATTR current_size BINARY_SUBTRACT LOAD_CONST 8 BINARY_FLOOR_DIVIDE STORE_FAST padding LOAD_FAST padding EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL NullBytes LOAD_FAST self LOAD_CONST 'padding_end' LOAD_FAST padding CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST field LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE LOAD_GLOBAL Version16Dot16 LOAD_FAST self LOAD_CONST 'format' LOAD_CONST 'format version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numGlyphs' LOAD_CONST 'Number of glyphs' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'format' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 1 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxPoints' LOAD_CONST 'Maximum points in a non-composite glyph' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxContours' LOAD_CONST 'Maximum contours in a non-composite glyph' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxCompositePoints' LOAD_CONST 'Maximum points in a composite glyph' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxCompositeContours' LOAD_CONST 'Maximum contours in a composite glyph' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxZones' LOAD_CONST 'Do instructions use the twilight zone?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxTwilightPoints' LOAD_CONST 'Maximum points used in Z0' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxStorage' LOAD_CONST 'Number of Storage Area locations' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxFunctionDefs' LOAD_CONST 'Number of function definitions' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxInstructionDefs' LOAD_CONST 'Number of instruction definitions' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxStackElements' LOAD_CONST 'Maximum stack depth' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxSizeOfInstructions' LOAD_CONST 'Maximum byte count for glyph instructions' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxComponentElements' LOAD_CONST 'Maximum number of components at glyph top level' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maxComponentDepth' LOAD_CONST 'Maximum level of recursion' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'majorVersion' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'minorVersion' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'ascender' LOAD_CONST 'Typographic ascent' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'descender' LOAD_CONST 'Typographic descent' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'lineGap' LOAD_CONST 'Typographic linegap' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UFWORD LOAD_FAST self LOAD_CONST 'advanceWidthMax' LOAD_CONST 'Maximum advance width' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'minLeftSideBearing' LOAD_CONST 'Minimum left sidebearing value' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'minRightSideBearing' LOAD_CONST 'Minimum right sidebearing value' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'xMaxExtent' LOAD_CONST 'Maximum X extent' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'caretSlopeRise' LOAD_CONST 'Caret slope rise' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'caretSlopeRun' LOAD_CONST 'Caret slope run' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'caretOffset' LOAD_CONST 'Caret offset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'reserved' LOAD_CONST 4 LOAD_GLOBAL Int16 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'metricDataFormat' LOAD_CONST 'Metric data format' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numberOfHMetrics' LOAD_CONST 'Number of horizontal metrics' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'fsType' STORE_NAME __qualname__ LOAD_CONST <code object createFields at 0x7fa9c8600f60, file "f.py", line 579> LOAD_CONST 'fsType.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Enum LOAD_GLOBAL Bits LOAD_FAST self LOAD_CONST 'usage_permissions' LOAD_CONST 4 CALL_FUNCTION LOAD_GLOBAL PERMISSIONS CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 4 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'no_subsetting' LOAD_CONST 'Font may not be subsetted prior to embedding' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Bit LOAD_FAST self LOAD_CONST 'bitmap_embedding' LOAD_CONST 'Only bitmaps contained in the font may be embedded' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL PaddingBits LOAD_FAST self LOAD_CONST 'reserved[]' LOAD_CONST 6 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'version' LOAD_CONST 'Table version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'xAvgCharWidth' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usWeightClass' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usWidthClass' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL fsType LOAD_FAST self LOAD_CONST 'fsType' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySubscriptXSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySubscriptYSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySubscriptXOffset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySubscriptYOffset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySuperscriptXSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySuperscriptYSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySuperscriptXOffset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'ySuperscriptYOffset' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'yStrikeoutSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'yStrikeoutPosition' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sFamilyClass' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'panose' LOAD_CONST 10 LOAD_GLOBAL UInt8 CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulUnicodeRange1' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulUnicodeRange2' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulUnicodeRange3' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulUnicodeRange4' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Tag LOAD_FAST self LOAD_CONST 'achVendID' LOAD_CONST 'Vendor ID' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'fsSelection' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usFirstCharIndex' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usLastCharIndex' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sTypoAscender' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sTypoDescender' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sTypoLineGap' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usWinAscent' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usWinDescent' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'version' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 1 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulCodePageRange1' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'ulCodePageRange2' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'version' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 2 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sxHeight' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Int16 LOAD_FAST self LOAD_CONST 'sCapHeight' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usDefaultChar' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usBreakChar' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usMaxContext' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'version' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 5 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usLowerOpticalPointSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'usUpperOpticalPointSize' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Version16Dot16 LOAD_FAST self LOAD_CONST 'version' LOAD_CONST 'Table version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL Fixed LOAD_FAST self LOAD_CONST 'italicAngle' LOAD_CONST 'Italic angle in counter-clockwise degrees from the vertical.' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'underlinePosition' LOAD_CONST 'Top of underline to baseline' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL FWORD LOAD_FAST self LOAD_CONST 'underlineThickness' LOAD_CONST 'Suggested underline thickness' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'isFixedPitch' LOAD_CONST 'Is the font fixed pitch?' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'minMemType42' LOAD_CONST 'Minimum memory usage (OpenType)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'maxMemType42' LOAD_CONST 'Maximum memory usage (OpenType)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'minMemType1' LOAD_CONST 'Minimum memory usage (Type 1)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'maxMemType1' LOAD_CONST 'Maximum memory usage (Type 1)' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_CONST 'version' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 2.0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numGlyphs' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'Array of indices into the string data' LOAD_FAST self LOAD_CONST 'numGlyphs' BINARY_SUBSCR LOAD_ATTR value LOAD_GLOBAL UInt16 LOAD_CONST 'glyphNameIndex' CALL_FUNCTION STORE_FAST indices LOAD_FAST indices YIELD_VALUE POP_TOP SETUP_LOOP to 286 LOAD_GLOBAL enumerate LOAD_FAST indices CALL_FUNCTION GET_ITER FOR_ITER to 226 UNPACK_SEQUENCE STORE_FAST gid STORE_FAST index LOAD_FAST index LOAD_ATTR value LOAD_CONST 258 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL PascalString8 LOAD_FAST self LOAD_CONST 'glyphname[%i]' LOAD_FAST gid BINARY_MODULO CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 286 LOAD_FAST self LOAD_CONST 'version' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 2.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'numGlyphs' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL GenericVector LOAD_FAST self LOAD_CONST 'Difference between graphic index and standard order of glyph' LOAD_FAST self LOAD_CONST 'numGlyphs' BINARY_SUBSCR LOAD_ATTR value LOAD_GLOBAL UInt16 LOAD_CONST 'offset' CALL_FUNCTION STORE_FAST indices LOAD_FAST indices YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'majorVersion' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'minorVersion' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST 'script list' LOAD_GLOBAL parseScriptList BUILD_TUPLE LOAD_CONST 'feature list' LOAD_GLOBAL parseFeatureList BUILD_TUPLE LOAD_CONST 'lookup list' LOAD_GLOBAL parseLookupList BUILD_TUPLE BUILD_LIST STORE_FAST SUBTABLES BUILD_LIST STORE_FAST offsets SETUP_LOOP to 146 LOAD_FAST SUBTABLES GET_ITER FOR_ITER to 144 UNPACK_SEQUENCE STORE_FAST description STORE_FAST parser LOAD_FAST description LOAD_METHOD title CALL_METHOD LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '' CALL_METHOD STORE_FAST name LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_FAST name LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_FAST name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD LOAD_CONST 'Offset to %s table' LOAD_FAST description BINARY_MODULO CALL_FUNCTION STORE_FAST offset LOAD_FAST offset YIELD_VALUE POP_TOP LOAD_FAST offsets LOAD_METHOD append LOAD_FAST offset LOAD_ATTR value LOAD_FAST parser BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_CONST 'min_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL UInt32 LOAD_FAST self LOAD_CONST 'featureVariationsOffset' LOAD_CONST 'Offset to feature variations table' CALL_FUNCTION STORE_FAST offset LOAD_FAST offsets LOAD_METHOD append LOAD_FAST offset LOAD_ATTR value LOAD_GLOBAL parseFeatureVariationsTable BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST offsets LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7fa9c8600e40, file "f.py", line 702> LOAD_CONST 'parseGSUB.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR seekByte LOAD_FAST offsets LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST True LOAD_CONST ('null',) CALL_FUNCTION STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP LOAD_FAST offsets LOAD_CONST 0 BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST lastOffset STORE_FAST first_parser SETUP_LOOP to 298 LOAD_FAST offsets LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 296 UNPACK_SEQUENCE STORE_FAST offset STORE_FAST parser LOAD_GLOBAL RawBytes LOAD_FAST self LOAD_CONST 'content' LOAD_FAST offset LOAD_FAST lastOffset BINARY_SUBTRACT CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST offset STORE_FAST lastOffset EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST field LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Table' STORE_NAME __qualname__ LOAD_CONST 'DSIG' LOAD_CONST 'Digital Signature' LOAD_NAME parseDSIG BUILD_TUPLE LOAD_CONST 'GSUB' LOAD_CONST 'Glyph Substitutions' LOAD_NAME parseGSUB BUILD_TUPLE LOAD_CONST 'avar' LOAD_CONST 'Axis variation table' LOAD_NAME parseAvar BUILD_TUPLE LOAD_CONST 'cmap' LOAD_CONST 'Character to Glyph Index Mapping' LOAD_NAME parseCmap BUILD_TUPLE LOAD_CONST 'fvar' LOAD_CONST 'Font variations table' LOAD_NAME parseFvar BUILD_TUPLE LOAD_CONST 'header' LOAD_CONST 'Font header' LOAD_NAME parseFontHeader BUILD_TUPLE LOAD_CONST 'hhea' LOAD_CONST 'Horizontal Header' LOAD_NAME parseHhea BUILD_TUPLE LOAD_CONST 'maxp' LOAD_CONST 'Maximum Profile' LOAD_NAME parseMaxp BUILD_TUPLE LOAD_CONST 'names' LOAD_CONST 'Names' LOAD_NAME parseNames BUILD_TUPLE LOAD_CONST 'OS_2' LOAD_CONST 'OS/2 and Windows Metrics' LOAD_NAME parseOS2 BUILD_TUPLE LOAD_CONST 'post' LOAD_CONST 'PostScript' LOAD_NAME parsePost BUILD_TUPLE LOAD_CONST ('DSIG', 'GSUB', 'avar', 'cmap', 'fvar', 'head', 'hhea', 'maxp', 'name', 'OS/2', 'post') BUILD_CONST_KEY_MAP STORE_NAME TAG_INFO LOAD_CONST <code object __init__ at 0x7fa9c8600030, file "f.py", line 727> LOAD_CONST 'Table.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object createFields at 0x7fa9c8600270, file "f.py", line 736> LOAD_CONST 'Table.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST <code object createDescription at 0x7fa9c86009c0, file "f.py", line 742> LOAD_CONST 'Table.createDescription' MAKE_FUNCTION STORE_NAME createDescription LOAD_CONST None RETURN_VALUE LOAD_GLOBAL FieldSet LOAD_ATTR __init__ LOAD_FAST self LOAD_FAST parent LOAD_FAST name BUILD_TUPLE LOAD_FAST kw CALL_FUNCTION POP_TOP LOAD_FAST table LOAD_FAST self STORE_ATTR table LOAD_FAST table LOAD_CONST 'tag' BINARY_SUBSCR LOAD_ATTR value STORE_FAST tag LOAD_FAST tag LOAD_FAST self LOAD_ATTR TAG_INFO COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR TAG_INFO LOAD_FAST tag BINARY_SUBSCR UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _name LOAD_FAST self STORE_ATTR _description LOAD_FAST self STORE_ATTR parser JUMP_FORWARD to 74 LOAD_CONST None LOAD_FAST self STORE_ATTR parser LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR parser POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD parser LOAD_FAST self CALL_METHOD GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 44 LOAD_GLOBAL RawBytes LOAD_FAST self LOAD_CONST 'content' LOAD_FAST self LOAD_ATTR size LOAD_CONST 8 BINARY_FLOOR_DIVIDE CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'Table %s (%s)' LOAD_FAST self LOAD_ATTR table LOAD_CONST 'tag' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_ATTR table LOAD_ATTR path BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TrueTypeFontFile' STORE_NAME __qualname__ LOAD_NAME BIG_ENDIAN STORE_NAME endian LOAD_CONST 'ttf' LOAD_CONST 'misc' LOAD_CONST ('ttf',) LOAD_CONST 80 LOAD_CONST 'TrueType font' LOAD_CONST ('id', 'category', 'file_ext', 'min_size', 'description') BUILD_CONST_KEY_MAP STORE_NAME PARSER_TAGS LOAD_CONST <code object validate at 0x7fa9c8600ae0, file "f.py", line 756> LOAD_CONST 'TrueTypeFontFile.validate' MAKE_FUNCTION STORE_NAME validate LOAD_CONST <code object createFields at 0x7fa9c8600300, file "f.py", line 770> LOAD_CONST 'TrueTypeFontFile.createFields' MAKE_FUNCTION STORE_NAME createFields LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_CONST 'maj_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_CONST 'min_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_FORWARD to 84 LOAD_FAST self LOAD_CONST 'maj_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 20308 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_CONST 'min_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST 21583 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_FORWARD to 84 LOAD_CONST 'Invalid version (%u.%u)' LOAD_FAST self LOAD_CONST 'maj_ver' BINARY_SUBSCR LOAD_ATTR value LOAD_FAST self LOAD_CONST 'min_ver' BINARY_SUBSCR LOAD_ATTR value BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_GLOBAL MIN_NB_TABLE LOAD_FAST self LOAD_CONST 'nb_table' BINARY_SUBSCR LOAD_ATTR value DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL MAX_NB_TABLE COMPARE_OP <= POP_JUMP_IF_TRUE JUMP_FORWARD to 112 POP_TOP LOAD_CONST 'Invalid number of table (%u)' LOAD_FAST self LOAD_CONST 'nb_table' BINARY_SUBSCR LOAD_ATTR value BINARY_MODULO RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'maj_ver' LOAD_CONST 'Major version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'min_ver' LOAD_CONST 'Minor version' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'nb_table' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'search_range' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'entry_selector' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_GLOBAL UInt16 LOAD_FAST self LOAD_CONST 'range_shift' CALL_FUNCTION YIELD_VALUE POP_TOP BUILD_LIST STORE_FAST tables SETUP_LOOP to 130 LOAD_GLOBAL range LOAD_FAST self LOAD_CONST 'nb_table' BINARY_SUBSCR LOAD_ATTR value CALL_FUNCTION GET_ITER FOR_ITER to 128 STORE_FAST index LOAD_GLOBAL TableHeader LOAD_FAST self LOAD_CONST 'table_hdr[]' CALL_FUNCTION STORE_FAST table LOAD_FAST table YIELD_VALUE POP_TOP LOAD_FAST tables LOAD_METHOD append LOAD_FAST table CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST tables LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7fa9c86000c0, file "f.py", line 782> LOAD_CONST 'TrueTypeFontFile.createFields.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP SETUP_LOOP to 226 LOAD_FAST tables GET_ITER FOR_ITER to 224 STORE_FAST table LOAD_FAST self LOAD_ATTR seekByte LOAD_FAST table LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value LOAD_CONST True LOAD_CONST ('null',) CALL_FUNCTION STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP LOAD_FAST table LOAD_CONST 'size' BINARY_SUBSCR LOAD_ATTR value STORE_FAST size LOAD_FAST size POP_JUMP_IF_FALSE LOAD_GLOBAL Table LOAD_FAST self LOAD_CONST 'table[]' LOAD_FAST table LOAD_FAST size LOAD_CONST 8 BINARY_MULTIPLY LOAD_CONST ('size',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR seekBit LOAD_FAST self LOAD_ATTR size LOAD_CONST True LOAD_CONST ('null',) CALL_FUNCTION STORE_FAST padding LOAD_FAST padding POP_JUMP_IF_FALSE LOAD_FAST padding YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST field LOAD_CONST 'offset' BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE
""" TrueType Font parser. Documents: - "The OpenType Specification" https://docs.microsoft.com/en-us/typography/opentype/spec/ - "An Introduction to TrueType Fonts: A look inside the TTF format" written by "NRSI: Computers & Writing Systems" http://scripts.sil.org/cms/scripts/page.php?site_id=nrsi&item_id=IWS-Chapter08 Author: Victor Stinner Creation date: 2007-02-08 """ from hachoir.parser import Parser from hachoir.field import ( FieldSet, ParserError, UInt8, UInt16, UInt24, UInt32, Int16, Bit, Bits, PaddingBits, NullBytes, String, RawBytes, Bytes, Enum, TimestampMac32, GenericVector, PascalString8, ) from hachoir.core.endian import BIG_ENDIAN from hachoir.core.text_handler import textHandler, hexadecimal, filesizeHandler MAX_NAME_COUNT = 300 MIN_NB_TABLE = 3 MAX_NB_TABLE = 30 DIRECTION_NAME = { 0: "Mixed directional", 1: "Left to right", 2: "Left to right + neutrals", -1: "Right to left", -2: "Right to left + neutrals", } NAMEID_NAME = { 0: "Copyright notice", 1: "Font family name", 2: "Font subfamily name", 3: "Unique font identifier", 4: "Full font name", 5: "Version string", 6: "Postscript name", 7: "Trademark", 8: "Manufacturer name", 9: "Designer", 10: "Description", 11: "URL Vendor", 12: "URL Designer", 13: "License Description", 14: "License info URL", 16: "Preferred Family", 17: "Preferred Subfamily", 18: "Compatible Full", 19: "Sample text", 20: "PostScript CID findfont name", } PLATFORM_NAME = { 0: "Unicode", 1: "Macintosh", 2: "ISO", 3: "Microsoft", 4: "Custom", } CHARSET_MAP = { 0: {3: "UTF-16-BE"}, 1: {0: "MacRoman"}, 3: {1: "UTF-16-BE"}, } PERMISSIONS = { 0: "Installable embedding", 2: "Restricted License embedding", 4: "Preview & Print embedding", 8: "Editable embedding", } FWORD = Int16 UFWORD = UInt16 class Tag(String): def __init__(self, parent, name, description=None): String.__init__(self, parent, name, 4, description) class Version16Dot16(FieldSet): static_size = 32 def createFields(self): yield UInt16(self, "major") yield UInt16(self, "minor") def createValue(self): return float("%u.%x" % (self["major"].value, self["minor"].value)) class Fixed(FieldSet): def createFields(self): yield UInt16(self, "int_part") yield UInt16(self, "float_part") def createValue(self): return self["int_part"].value + float(self["float_part"].value) / 65536 class Tuple(FieldSet): def __init__(self, parent, name, axisCount): super().__init__(parent, name, description="Tuple Record") self.axisCount = axisCount def createFields(self): for _ in range(self.axisCount): yield (Fixed(self, "coordinate[]")) class F2DOT14(FieldSet): static_size = 16 def createFields(self): yield Int16(self, "int_part") def createValue(self): return self["int_part"].value / 16384 class TableHeader(FieldSet): def createFields(self): yield Tag(self, "tag") yield textHandler(UInt32(self, "checksum"), hexadecimal) yield UInt32(self, "offset") yield filesizeHandler(UInt32(self, "size")) def createDescription(self): return "Table entry: %s (%s)" % (self["tag"].display, self["size"].display) class NameHeader(FieldSet): def createFields(self): yield Enum(UInt16(self, "platformID"), PLATFORM_NAME) yield UInt16(self, "encodingID") yield UInt16(self, "languageID") yield Enum(UInt16(self, "nameID"), NAMEID_NAME) yield UInt16(self, "length") yield UInt16(self, "offset") def getCharset(self): platform = self["platformID"].value encoding = self["encodingID"].value try: return CHARSET_MAP[platform][encoding] except KeyError: self.warning("TTF: Unknown charset (%s,%s)" % (platform, encoding)) return "ISO-8859-1" def createDescription(self): platform = self["platformID"].display name = self["nameID"].display return "Name record: %s (%s)" % (name, platform) def parseFontHeader(self): yield UInt16(self, "maj_ver", "Major version") yield UInt16(self, "min_ver", "Minor version") yield UInt16(self, "font_maj_ver", "Font major version") yield UInt16(self, "font_min_ver", "Font minor version") yield textHandler(UInt32(self, "checksum"), hexadecimal) yield Bytes(self, "magic", 4, r"Magic string (\x5F\x0F\x3C\xF5)") if self["magic"].value != b"\x5F\x0F\x3C\xF5": raise ParserError("TTF: invalid magic of font header") yield Bit(self, "y0", "Baseline at y=0") yield Bit(self, "x0", "Left sidebearing point at x=0") yield Bit(self, "instr_point", "Instructions may depend on point size") yield Bit(self, "ppem", "Force PPEM to integer values for all") yield Bit(self, "instr_width", "Instructions may alter advance width") yield Bit(self, "vertical", "e laid out vertically?") yield PaddingBits(self, "reserved[]", 1) yield Bit(self, "linguistic", "Requires layout for correct linguistic rendering?") yield Bit(self, "gx", "Metamorphosis effects?") yield Bit(self, "strong", "Contains strong right-to-left glyphs?") yield Bit(self, "indic", "contains Indic-style rearrangement effects?") yield Bit(self, "lossless", "Data is lossless (Agfa MicroType compression)") yield Bit(self, "converted", "Font converted (produce compatible metrics)") yield Bit(self, "cleartype", "Optimised for ClearType") yield Bits(self, "adobe", 2, "(used by Adobe)") yield UInt16(self, "unit_per_em", "Units per em") if not (16 <= self["unit_per_em"].value <= 16384): raise ParserError("TTF: Invalid unit/em value") yield UInt32(self, "created_high") yield TimestampMac32(self, "created") yield UInt32(self, "modified_high") yield TimestampMac32(self, "modified") yield UInt16(self, "xmin") yield UInt16(self, "ymin") yield UInt16(self, "xmax") yield UInt16(self, "ymax") yield Bit(self, "bold") yield Bit(self, "italic") yield Bit(self, "underline") yield Bit(self, "outline") yield Bit(self, "shadow") yield Bit(self, "condensed", "(narrow)") yield Bit(self, "expanded") yield PaddingBits(self, "reserved[]", 9) yield UInt16(self, "lowest", "Smallest readable size in pixels") yield Enum(UInt16(self, "font_dir", "Font direction hint"), DIRECTION_NAME) yield Enum(UInt16(self, "ofst_format"), {0: "short offsets", 1: "long"}) yield UInt16(self, "glyph_format", "(=0)") class AxisValueMap(FieldSet): static_size = 32 def createFields(self): yield F2DOT14(self, "fromCoordinate") yield F2DOT14(self, "toCoordinate") class SegmentMaps(FieldSet): def createFields(self): yield UInt16( self, "positionMapCount", "The number of correspondence pairs for this axis" ) for _ in range(self["positionMapCount"].value): yield (AxisValueMap(self, "axisValueMaps[]")) def parseAvar(self): yield UInt16(self, "majorVersion", "Major version") yield UInt16(self, "minorVersion", "Minor version") yield PaddingBits(self, "reserved[]", 16) yield UInt16(self, "axisCount", "The number of variation axes for this font") for _ in range(self["axisCount"].value): yield (SegmentMaps(self, "segmentMaps[]")) class VariationAxisRecord(FieldSet): def createFields(self): yield Tag(self, "axisTag", "Tag identifying the design variation for the axis") yield Fixed(self, "minValue", "The minimum coordinate value for the axis") yield Fixed(self, "defaultValue", "The default coordinate value for the axis") yield Fixed(self, "maxValue", "The maximum coordinate value for the axis") yield PaddingBits(self, "reservedFlags", 15) yield Bit( self, "hidden", "The axis should not be exposed directly in user interfaces" ) yield UInt16( self, "axisNameID", "The name ID for entries in the 'name' table that provide a display name for this axis", ) class InstanceRecord(FieldSet): def __init__(self, parent, name, axisCount, hasPSNameID=False): super().__init__(parent, name, description="Instance record") self.axisCount = axisCount self.hasPSNameID = hasPSNameID def createFields(self): yield UInt16( self, "subfamilyNameID", "Name ID for subfamily names for this instance" ) yield PaddingBits(self, "reservedFlags", 16) yield Tuple(self, "coordinates", axisCount=self.axisCount) if self.hasPSNameID: yield UInt16( self, "postScriptNameID", "Name ID for PostScript names for this instance", ) def parseFvar(self): yield UInt16(self, "majorVersion", "Major version") yield UInt16(self, "minorVersion", "Minor version") yield UInt16( self, "axisArrayOffset", "Offset to the start of the VariationAxisRecord array." ) yield PaddingBits(self, "reserved[]", 16) yield UInt16(self, "axisCount", "The number of variation axes for this font") yield UInt16(self, "axisSize", "The size in bytes of each VariationAxisRecord") yield UInt16(self, "instanceCount", "The number of named instances for this font") yield UInt16(self, "instanceSize", "The size in bytes of each InstanceRecord") if self["axisArrayOffset"].value > 16: yield PaddingBits(self, "padding", 8 * (self["axisArrayOffset"].value - 16)) for _ in range(self["axisCount"].value): yield (VariationAxisRecord(self, "axes[]")) for _ in range(self["instanceCount"].value): yield ( InstanceRecord( self, "instances[]", axisCount=self["axisCount"].value, hasPSNameID=( self["instanceSize"].value == (2 * self["axisCount"].value + 6) ), ) ) class EncodingRecord(FieldSet): static_size = 64 def createFields(self): yield Enum(UInt16(self, "platformID"), PLATFORM_NAME) yield UInt16(self, "encodingID") self.offset = UInt32(self, "subtableOffset") yield self.offset class CmapTable0(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield UInt16(self, "length", "Length in bytes") yield UInt16(self, "language", "Language ID") yield GenericVector(self, "mapping", 256, UInt8) class CmapTable4(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield UInt16(self, "length", "Length in bytes") yield UInt16(self, "language", "Language ID") yield UInt16(self, "segCountX2", "Twice the number of segments") segments = self["segCountX2"].value // 2 yield UInt16(self, "searchRange") yield UInt16(self, "entrySelector") yield UInt16(self, "rangeShift") yield GenericVector(self, "endCode", segments, UInt16) yield PaddingBits(self, "reserved[]", 16) yield GenericVector(self, "startCode", segments, UInt16) yield GenericVector(self, "idDelta", segments, Int16) yield GenericVector(self, "idRangeOffsets", segments, UInt16) remainder = (self["length"].value - (self.current_size / 8)) / 2 if remainder: yield GenericVector(self, "glyphIdArray", remainder, UInt16) class CmapTable6(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield UInt16(self, "length", "Length in bytes") yield UInt16(self, "language", "Language ID") yield UInt16(self, "firstCode", "First character code of subrange") yield UInt16(self, "entryCount", "Number of character codes in subrange") yield GenericVector(self, "glyphIdArray", self["entryCount"].value, UInt16) class SequentialMapGroup(FieldSet): def createFields(self): yield UInt32(self, "startCharCode", "First character code in this group") yield UInt32(self, "endCharCode", "First character code in this group") yield UInt32( self, "startGlyphID", "Glyph index corresponding to the starting character code", ) class CmapTable12(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield PaddingBits(self, "reserved[]", 16) yield UInt32(self, "length", "Length in bytes") yield UInt32(self, "language", "Language ID") yield UInt32(self, "numGroups", "Number of groupings which follow") for i in range(self["numGroups"].value): yield SequentialMapGroup(self, "mapgroup[]") class VariationSelector(FieldSet): def createFields(self): yield UInt24(self, "varSelector", "Variation selector") yield UInt32(self, "defaultUVSOffset", "Offset to default UVS table") yield UInt32(self, "nonDefaultUVSOffset", "Offset to non-default UVS table") class CmapTable14(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield UInt32(self, "length", "Length in bytes") yield UInt32( self, "numVarSelectorRecords", "Number of variation selector records" ) for i in range(self["numVarSelectorRecords"].value): yield VariationSelector(self, "variationSelector[]") def parseCmap(self): yield UInt16(self, "version") numTables = UInt16(self, "numTables", "Number of encoding tables") yield numTables encodingRecords = [] for index in range(numTables.value): entry = EncodingRecord(self, "encodingRecords[]") yield entry encodingRecords.append(entry) encodingRecords.sort(key=lambda field: field["subtableOffset"].value) last = None for er in encodingRecords: offset = er["subtableOffset"].value if last and last == offset: continue last = offset padding = self.seekByte(offset, relative=True, null=False) if padding: yield padding format = UInt16(self, "format").value if format == 0: yield CmapTable0(self, "cmap table format 0") elif format == 4: yield CmapTable4(self, "cmap table format 4") elif format == 6: yield CmapTable6(self, "cmap table format 6") elif format == 12: yield CmapTable12(self, "cmap table format 12") elif format == 14: yield CmapTable14(self, "cmap table format 14") class SignatureRecord(FieldSet): def createFields(self): yield UInt16(self, "format", "Table format") yield UInt16(self, "length", "Length of signature") yield UInt16(self, "signatureBlockOffset", "Offset to signature block") class SignatureBlock(FieldSet): def createFields(self): yield PaddingBits(self, "reserved[]", 32) yield UInt32( self, "length", "Length (in bytes) of the PKCS#7 packet in the signature field", ) yield String(self, "signature", self["length"].value, "Signature block") def parseDSIG(self): yield UInt32(self, "version") yield UInt16(self, "numSignatures", "Number of signatures in the table") yield Bit(self, "flag", "Cannot be resigned") yield PaddingBits(self, "reserved[]", 7) entries = [] for i in range(self["numSignatures"].value): record = SignatureRecord(self, "signatureRecords[]") entries.append(record) yield record entries.sort(key=lambda field: field["signatureBlockOffset"].value) last = None for entry in entries: offset = entry["signatureBlockOffset"].value if last and last == offset: continue last = offset padding = self.seekByte(offset, relative=True, null=False) if padding: yield padding padding = (self.size - self.current_size) // 8 if padding: yield NullBytes(self, "padding_end", padding) def parseNames(self): yield UInt16(self, "format") if self["format"].value != 0: raise ParserError("TTF (names): Invalid format (%u)" % self["format"].value) yield UInt16(self, "count") yield UInt16(self, "offset") if MAX_NAME_COUNT < self["count"].value: raise ParserError("Invalid number of names (%s)" % self["count"].value) entries = [] for index in range(self["count"].value): entry = NameHeader(self, "header[]") yield entry entries.append(entry) entries.sort(key=lambda field: field["offset"].value) last = None for entry in entries: new = (entry["offset"].value, entry["length"].value) if last and last == new: self.warning("Skip duplicate %s %s" % (entry.name, new)) continue last = (entry["offset"].value, entry["length"].value) offset = entry["offset"].value + self["offset"].value if offset < self.current_size // 8: self.warning("Skip value %s (negative offset)" % entry.name) continue padding = self.seekByte(offset, relative=True, null=True) if padding: yield padding size = entry["length"].value if size: yield String( self, "value[]", size, entry.description, charset=entry.getCharset() ) padding = (self.size - self.current_size) // 8 if padding: yield NullBytes(self, "padding_end", padding) def parseMaxp(self): yield Version16Dot16(self, "format", "format version") yield UInt16(self, "numGlyphs", "Number of glyphs") if self["format"].value >= 1: yield UInt16(self, "maxPoints", "Maximum points in a non-composite glyph") yield UInt16(self, "maxContours", "Maximum contours in a non-composite glyph") yield UInt16(self, "maxCompositePoints", "Maximum points in a composite glyph") yield UInt16( self, "maxCompositeContours", "Maximum contours in a composite glyph" ) yield UInt16(self, "maxZones", "Do instructions use the twilight zone?") yield UInt16(self, "maxTwilightPoints", "Maximum points used in Z0") yield UInt16(self, "maxStorage", "Number of Storage Area locations") yield UInt16(self, "maxFunctionDefs", "Number of function definitions") yield UInt16(self, "maxInstructionDefs", "Number of instruction definitions") yield UInt16(self, "maxStackElements", "Maximum stack depth") yield UInt16( self, "maxSizeOfInstructions", "Maximum byte count for glyph instructions" ) yield UInt16( self, "maxComponentElements", "Maximum number of components at glyph top level", ) yield UInt16(self, "maxComponentDepth", "Maximum level of recursion") def parseHhea(self): yield UInt16(self, "majorVersion", "Major version") yield UInt16(self, "minorVersion", "Minor version") yield FWORD(self, "ascender", "Typographic ascent") yield FWORD(self, "descender", "Typographic descent") yield FWORD(self, "lineGap", "Typographic linegap") yield UFWORD(self, "advanceWidthMax", "Maximum advance width") yield FWORD(self, "minLeftSideBearing", "Minimum left sidebearing value") yield FWORD(self, "minRightSideBearing", "Minimum right sidebearing value") yield FWORD(self, "xMaxExtent", "Maximum X extent") yield Int16(self, "caretSlopeRise", "Caret slope rise") yield Int16(self, "caretSlopeRun", "Caret slope run") yield Int16(self, "caretOffset", "Caret offset") yield GenericVector(self, "reserved", 4, Int16) yield Int16(self, "metricDataFormat", "Metric data format") yield UInt16(self, "numberOfHMetrics", "Number of horizontal metrics") class fsType(FieldSet): def createFields(self): yield Enum(Bits(self, "usage_permissions", 4), PERMISSIONS) yield PaddingBits(self, "reserved[]", 4) yield Bit(self, "no_subsetting", "Font may not be subsetted prior to embedding") yield Bit( self, "bitmap_embedding", "Only bitmaps contained in the font may be embedded", ) yield PaddingBits(self, "reserved[]", 6) def parseOS2(self): yield UInt16(self, "version", "Table version") yield Int16(self, "xAvgCharWidth") yield UInt16(self, "usWeightClass") yield UInt16(self, "usWidthClass") yield fsType(self, "fsType") yield Int16(self, "ySubscriptXSize") yield Int16(self, "ySubscriptYSize") yield Int16(self, "ySubscriptXOffset") yield Int16(self, "ySubscriptYOffset") yield Int16(self, "ySuperscriptXSize") yield Int16(self, "ySuperscriptYSize") yield Int16(self, "ySuperscriptXOffset") yield Int16(self, "ySuperscriptYOffset") yield Int16(self, "yStrikeoutSize") yield Int16(self, "yStrikeoutPosition") yield Int16(self, "sFamilyClass") yield GenericVector(self, "panose", 10, UInt8) yield UInt32(self, "ulUnicodeRange1") yield UInt32(self, "ulUnicodeRange2") yield UInt32(self, "ulUnicodeRange3") yield UInt32(self, "ulUnicodeRange4") yield Tag(self, "achVendID", "Vendor ID") yield UInt16(self, "fsSelection") yield UInt16(self, "usFirstCharIndex") yield UInt16(self, "usLastCharIndex") yield Int16(self, "sTypoAscender") yield Int16(self, "sTypoDescender") yield Int16(self, "sTypoLineGap") yield UInt16(self, "usWinAscent") yield UInt16(self, "usWinDescent") if self["version"].value >= 1: yield UInt32(self, "ulCodePageRange1") yield UInt32(self, "ulCodePageRange2") if self["version"].value >= 2: yield Int16(self, "sxHeight") yield Int16(self, "sCapHeight") yield UInt16(self, "usDefaultChar") yield UInt16(self, "usBreakChar") yield UInt16(self, "usMaxContext") if self["version"].value >= 5: yield UInt16(self, "usLowerOpticalPointSize") yield UInt16(self, "usUpperOpticalPointSize") def parsePost(self): yield Version16Dot16(self, "version", "Table version") yield Fixed( self, "italicAngle", "Italic angle in counter-clockwise degrees from the vertical.", ) yield FWORD(self, "underlinePosition", "Top of underline to baseline") yield FWORD(self, "underlineThickness", "Suggested underline thickness") yield UInt32(self, "isFixedPitch", "Is the font fixed pitch?") yield UInt32(self, "minMemType42", "Minimum memory usage (OpenType)") yield UInt32(self, "maxMemType42", "Maximum memory usage (OpenType)") yield UInt32(self, "minMemType1", "Minimum memory usage (Type 1)") yield UInt32(self, "maxMemType1", "Maximum memory usage (Type 1)") if self["version"].value == 2.0: yield UInt16(self, "numGlyphs") indices = GenericVector( self, "Array of indices into the string data", self["numGlyphs"].value, UInt16, "glyphNameIndex", ) yield indices for gid, index in enumerate(indices): if index.value >= 258: yield PascalString8(self, "glyphname[%i]" % gid) elif self["version"].value == 2.0: yield UInt16(self, "numGlyphs") indices = GenericVector( self, "Difference between graphic index and standard order of glyph", self["numGlyphs"].value, UInt16, "offset", ) yield indices parseScriptList = ( parseFeatureList ) = parseLookupList = parseFeatureVariationsTable = lambda x: None def parseGSUB(self): yield UInt16(self, "majorVersion", "Major version") yield UInt16(self, "minorVersion", "Minor version") SUBTABLES = [ ("script list", parseScriptList), ("feature list", parseFeatureList), ("lookup list", parseLookupList), ] offsets = [] for description, parser in SUBTABLES: name = description.title().replace(" ", "") offset = UInt16( self, name[0].lower() + name[1:], "Offset to %s table" % description ) yield offset offsets.append((offset.value, parser)) if self["min_ver"].value == 1: offset = UInt32( self, "featureVariationsOffset", "Offset to feature variations table" ) offsets.append((offset.value, parseFeatureVariationsTable)) offsets.sort(key=lambda field: field[0]) padding = self.seekByte(offsets[0][0], null=True) if padding: yield padding lastOffset, first_parser = offsets[0] for offset, parser in offsets[1:]: yield RawBytes(self, "content", offset - lastOffset) lastOffset = offset class Table(FieldSet): TAG_INFO = { "DSIG": ("DSIG", "Digital Signature", parseDSIG), "GSUB": ("GSUB", "Glyph Substitutions", parseGSUB), "avar": ("avar", "Axis variation table", parseAvar), "cmap": ("cmap", "Character to Glyph Index Mapping", parseCmap), "fvar": ("fvar", "Font variations table", parseFvar), "head": ("header", "Font header", parseFontHeader), "hhea": ("hhea", "Horizontal Header", parseHhea), "maxp": ("maxp", "Maximum Profile", parseMaxp), "name": ("names", "Names", parseNames), "OS/2": ("OS_2", "OS/2 and Windows Metrics", parseOS2), "post": ("post", "PostScript", parsePost), } def __init__(self, parent, name, table, **kw): FieldSet.__init__(self, parent, name, **kw) self.table = table tag = table["tag"].value if tag in self.TAG_INFO: self._name, self._description, self.parser = self.TAG_INFO[tag] else: self.parser = None def createFields(self): if self.parser: yield from self.parser(self) else: yield RawBytes(self, "content", self.size // 8) def createDescription(self): return "Table %s (%s)" % (self.table["tag"].value, self.table.path) class TrueTypeFontFile(Parser): endian = BIG_ENDIAN PARSER_TAGS = { "id": "ttf", "category": "misc", "file_ext": ("ttf",), "min_size": 10 * 8, # FIXME "description": "TrueType font", } def validate(self): if self["maj_ver"].value == 1 and self["min_ver"].value == 0: pass elif self["maj_ver"].value == 0x4F54 and self["min_ver"].value == 0x544F: pass else: return "Invalid version (%u.%u)" % ( self["maj_ver"].value, self["min_ver"].value, ) if not (MIN_NB_TABLE <= self["nb_table"].value <= MAX_NB_TABLE): return "Invalid number of table (%u)" % self["nb_table"].value return True def createFields(self): yield UInt16(self, "maj_ver", "Major version") yield UInt16(self, "min_ver", "Minor version") yield UInt16(self, "nb_table") yield UInt16(self, "search_range") yield UInt16(self, "entry_selector") yield UInt16(self, "range_shift") tables = [] for index in range(self["nb_table"].value): table = TableHeader(self, "table_hdr[]") yield table tables.append(table) tables.sort(key=lambda field: field["offset"].value) for table in tables: padding = self.seekByte(table["offset"].value, null=True) if padding: yield padding size = table["size"].value if size: yield Table(self, "table[]", table, size=size * 8) padding = self.seekBit(self.size, null=True) if padding: yield padding
data/hachoir-3.3.0/hachoir/parser/misc/ttf.py
17,964
9,028
203,818
LOAD_CONST 'Template based text parser.\n\nThis module implements a parser, intended to be used for converting\nhuman readable text, such as command output from a router CLI, into\na list of records, containing values extracted from the input text.\n\nA simple template language is used to describe a state machine to\nparse a specific type of text input, returning a record of values\nfor each input entity.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('absolute_import',) IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import POP_TOP LOAD_CONST 0 LOAD_CONST ('division',) IMPORT_NAME __future__ IMPORT_FROM division STORE_NAME division POP_TOP LOAD_CONST 0 LOAD_CONST ('print_function',) IMPORT_NAME __future__ IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_CONST 0 LOAD_CONST ('unicode_literals',) IMPORT_NAME __future__ IMPORT_FROM unicode_literals STORE_NAME unicode_literals POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME getopt STORE_NAME getopt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME string STORE_NAME string LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('object',) IMPORT_NAME builtins IMPORT_FROM object STORE_NAME object POP_TOP LOAD_CONST 0 LOAD_CONST ('str',) IMPORT_NAME builtins IMPORT_FROM str STORE_NAME str POP_TOP LOAD_CONST 0 LOAD_CONST ('zip',) IMPORT_NAME builtins IMPORT_FROM zip STORE_NAME zip POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_BUILD_CLASS LOAD_CONST <code object Error at 0x7fabdc1d0c00, file "f.py", line 28> LOAD_CONST 'Error' MAKE_FUNCTION LOAD_CONST 'Error' LOAD_NAME Exception CALL_FUNCTION STORE_NAME Error LOAD_BUILD_CLASS LOAD_CONST <code object Usage at 0x7faac0360930, file "f.py", line 32> LOAD_CONST 'Usage' MAKE_FUNCTION LOAD_CONST 'Usage' LOAD_NAME Exception CALL_FUNCTION STORE_NAME Usage LOAD_BUILD_CLASS LOAD_CONST <code object TextFSMError at 0x7faac0360540, file "f.py", line 36> LOAD_CONST 'TextFSMError' MAKE_FUNCTION LOAD_CONST 'TextFSMError' LOAD_NAME Error CALL_FUNCTION STORE_NAME TextFSMError LOAD_BUILD_CLASS LOAD_CONST <code object TextFSMTemplateError at 0x7faac0360030, file "f.py", line 40> LOAD_CONST 'TextFSMTemplateError' MAKE_FUNCTION LOAD_CONST 'TextFSMTemplateError' LOAD_NAME Error CALL_FUNCTION STORE_NAME TextFSMTemplateError LOAD_BUILD_CLASS LOAD_CONST <code object FSMAction at 0x7faac03600c0, file "f.py", line 44> LOAD_CONST 'FSMAction' MAKE_FUNCTION LOAD_CONST 'FSMAction' LOAD_NAME Exception CALL_FUNCTION STORE_NAME FSMAction LOAD_BUILD_CLASS LOAD_CONST <code object SkipRecord at 0x7faac03608a0, file "f.py", line 48> LOAD_CONST 'SkipRecord' MAKE_FUNCTION LOAD_CONST 'SkipRecord' LOAD_NAME FSMAction CALL_FUNCTION STORE_NAME SkipRecord LOAD_BUILD_CLASS LOAD_CONST <code object SkipValue at 0x7faac0360ed0, file "f.py", line 52> LOAD_CONST 'SkipValue' MAKE_FUNCTION LOAD_CONST 'SkipValue' LOAD_NAME FSMAction CALL_FUNCTION STORE_NAME SkipValue LOAD_BUILD_CLASS LOAD_CONST <code object TextFSMOptions at 0x7fab41499150, file "f.py", line 56> LOAD_CONST 'TextFSMOptions' MAKE_FUNCTION LOAD_CONST 'TextFSMOptions' LOAD_NAME object CALL_FUNCTION STORE_NAME TextFSMOptions LOAD_BUILD_CLASS LOAD_CONST <code object TextFSMValue at 0x7faac0274390, file "f.py", line 191> LOAD_CONST 'TextFSMValue' MAKE_FUNCTION LOAD_CONST 'TextFSMValue' LOAD_NAME object CALL_FUNCTION STORE_NAME TextFSMValue LOAD_BUILD_CLASS LOAD_CONST <code object CopyableRegexObject at 0x7fab702f7b70, file "f.py", line 332> LOAD_CONST 'CopyableRegexObject' MAKE_FUNCTION LOAD_CONST 'CopyableRegexObject' LOAD_NAME object CALL_FUNCTION STORE_NAME CopyableRegexObject LOAD_BUILD_CLASS LOAD_CONST <code object TextFSMRule at 0x7fab42018300, file "f.py", line 352> LOAD_CONST 'TextFSMRule' MAKE_FUNCTION LOAD_CONST 'TextFSMRule' LOAD_NAME object CALL_FUNCTION STORE_NAME TextFSMRule LOAD_BUILD_CLASS LOAD_CONST <code object TextFSM at 0x7faac03ad150, file "f.py", line 490> LOAD_CONST 'TextFSM' MAKE_FUNCTION LOAD_CONST 'TextFSM' LOAD_NAME object CALL_FUNCTION STORE_NAME TextFSM LOAD_CONST (None,) LOAD_CONST <code object main at 0x7faac03ade40, file "f.py", line 973> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '%s [--help] template [input_file [output_file]]\n' LOAD_NAME sys LOAD_ATTR argv LOAD_CONST 0 BINARY_SUBSCR BINARY_MODULO STORE_NAME help_msg SETUP_EXCEPT to 380 LOAD_NAME sys LOAD_METHOD exit LOAD_NAME main CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 518 DUP_TOP LOAD_NAME Usage COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_NAME err POP_TOP SETUP_FINALLY to 440 LOAD_NAME print LOAD_NAME err LOAD_NAME sys LOAD_ATTR stderr LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_NAME print LOAD_CONST 'For help use --help' LOAD_NAME sys LOAD_ATTR stderr LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 2 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_NAME err DELETE_NAME err END_FINALLY POP_EXCEPT JUMP_FORWARD to 518 DUP_TOP LOAD_NAME IOError LOAD_NAME TextFSMError LOAD_NAME TextFSMTemplateError BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_NAME err POP_TOP SETUP_FINALLY to 504 LOAD_NAME print LOAD_NAME err LOAD_NAME sys LOAD_ATTR stderr LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 2 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_NAME err DELETE_NAME err END_FINALLY POP_EXCEPT JUMP_FORWARD to 518 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Error' STORE_NAME __qualname__ LOAD_CONST 'Base class for errors.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Usage' STORE_NAME __qualname__ LOAD_CONST 'Error in command line execution.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMError' STORE_NAME __qualname__ LOAD_CONST 'Error in the FSM state execution.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMTemplateError' STORE_NAME __qualname__ LOAD_CONST 'Errors while parsing templates.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FSMAction' STORE_NAME __qualname__ LOAD_CONST 'Base class for actions raised with the FSM.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SkipRecord' STORE_NAME __qualname__ LOAD_CONST 'Indicate a record is to be skipped.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SkipValue' STORE_NAME __qualname__ LOAD_CONST 'Indicate a value is to be skipped.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions' STORE_NAME __qualname__ LOAD_CONST 'Class containing all valid TextFSMValue options.\n\n Each nested class here represents a TextFSM option. The format\n is "option<name>".\n Each class may override any of the methods inside the OptionBase class.\n\n A user of this module can extend options by subclassing\n TextFSMOptionsBase, adding the new option class(es), then passing\n that new class to the TextFSM constructor with the \'option_class\'\n argument.\n ' STORE_NAME __doc__ LOAD_BUILD_CLASS LOAD_CONST <code object OptionBase at 0x7faad43c0e40, file "f.py", line 69> LOAD_CONST 'OptionBase' MAKE_FUNCTION LOAD_CONST 'OptionBase' LOAD_NAME object CALL_FUNCTION STORE_NAME OptionBase LOAD_NAME classmethod LOAD_CONST <code object ValidOptions at 0x7faad43c0930, file "f.py", line 102> LOAD_CONST 'TextFSMOptions.ValidOptions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ValidOptions LOAD_NAME classmethod LOAD_CONST <code object GetOption at 0x7faad43c0390, file "f.py", line 112> LOAD_CONST 'TextFSMOptions.GetOption' MAKE_FUNCTION CALL_FUNCTION STORE_NAME GetOption LOAD_BUILD_CLASS LOAD_CONST <code object Required at 0x7faad43c00c0, file "f.py", line 117> LOAD_CONST 'Required' MAKE_FUNCTION LOAD_CONST 'Required' LOAD_NAME OptionBase CALL_FUNCTION STORE_NAME Required LOAD_BUILD_CLASS LOAD_CONST <code object Filldown at 0x7faad43c0d20, file "f.py", line 124> LOAD_CONST 'Filldown' MAKE_FUNCTION LOAD_CONST 'Filldown' LOAD_NAME OptionBase CALL_FUNCTION STORE_NAME Filldown LOAD_BUILD_CLASS LOAD_CONST <code object Fillup at 0x7faad43c0ae0, file "f.py", line 139> LOAD_CONST 'Fillup' MAKE_FUNCTION LOAD_CONST 'Fillup' LOAD_NAME OptionBase CALL_FUNCTION STORE_NAME Fillup LOAD_BUILD_CLASS LOAD_CONST <code object Key at 0x7faad43c0270, file "f.py", line 150> LOAD_CONST 'Key' MAKE_FUNCTION LOAD_CONST 'Key' LOAD_NAME OptionBase CALL_FUNCTION STORE_NAME Key LOAD_BUILD_CLASS LOAD_CONST <code object List at 0x7fab414998a0, file "f.py", line 153> LOAD_CONST 'List' MAKE_FUNCTION LOAD_CONST 'List' LOAD_NAME OptionBase CALL_FUNCTION STORE_NAME List LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.OptionBase' STORE_NAME __qualname__ LOAD_CONST 'Factory methods for option class.\n\n Attributes:\n name: The name of the option.\n value: A TextFSMValue, the parent Value.\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7faab8381c00, file "f.py", line 77> LOAD_CONST 'TextFSMOptions.OptionBase.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object name at 0x7faad43c0660, file "f.py", line 80> LOAD_CONST 'TextFSMOptions.OptionBase.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_CONST <code object OnCreateOptions at 0x7faad43c01e0, file "f.py", line 84> LOAD_CONST 'TextFSMOptions.OptionBase.OnCreateOptions' MAKE_FUNCTION STORE_NAME OnCreateOptions LOAD_CONST <code object OnClearVar at 0x7faad43c0810, file "f.py", line 87> LOAD_CONST 'TextFSMOptions.OptionBase.OnClearVar' MAKE_FUNCTION STORE_NAME OnClearVar LOAD_CONST <code object OnClearAllVar at 0x7faad43c0c00, file "f.py", line 90> LOAD_CONST 'TextFSMOptions.OptionBase.OnClearAllVar' MAKE_FUNCTION STORE_NAME OnClearAllVar LOAD_CONST <code object OnAssignVar at 0x7faad43c0b70, file "f.py", line 93> LOAD_CONST 'TextFSMOptions.OptionBase.OnAssignVar' MAKE_FUNCTION STORE_NAME OnAssignVar LOAD_CONST <code object OnGetValue at 0x7faad43c0f60, file "f.py", line 96> LOAD_CONST 'TextFSMOptions.OptionBase.OnGetValue' MAKE_FUNCTION STORE_NAME OnGetValue LOAD_CONST <code object OnSaveRecord at 0x7faad43c0780, file "f.py", line 99> LOAD_CONST 'TextFSMOptions.OptionBase.OnSaveRecord' MAKE_FUNCTION STORE_NAME OnSaveRecord LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ LOAD_METHOD replace LOAD_CONST 'option' LOAD_CONST '' CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST valid_options SETUP_LOOP to 64 LOAD_GLOBAL dir LOAD_FAST cls CALL_FUNCTION GET_ITER FOR_ITER to 62 STORE_FAST obj_name LOAD_GLOBAL getattr LOAD_FAST cls LOAD_FAST obj_name CALL_FUNCTION STORE_FAST obj LOAD_GLOBAL inspect LOAD_METHOD isclass LOAD_FAST obj CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL issubclass LOAD_FAST obj LOAD_FAST cls LOAD_ATTR OptionBase CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST valid_options LOAD_METHOD append LOAD_FAST obj_name CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST valid_options RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST cls LOAD_FAST name CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.Required' STORE_NAME __qualname__ LOAD_CONST 'The Value must be non-empty for the row to be recorded.' STORE_NAME __doc__ LOAD_CONST <code object OnSaveRecord at 0x7faad43c0030, file "f.py", line 120> LOAD_CONST 'TextFSMOptions.Required.OnSaveRecord' MAKE_FUNCTION STORE_NAME OnSaveRecord LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR value POP_JUMP_IF_TRUE LOAD_GLOBAL SkipRecord RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.Filldown' STORE_NAME __qualname__ LOAD_CONST "Value defaults to the previous line's value." STORE_NAME __doc__ LOAD_CONST <code object OnCreateOptions at 0x7faad43c04b0, file "f.py", line 127> LOAD_CONST 'TextFSMOptions.Filldown.OnCreateOptions' MAKE_FUNCTION STORE_NAME OnCreateOptions LOAD_CONST <code object OnAssignVar at 0x7faad43c05d0, file "f.py", line 130> LOAD_CONST 'TextFSMOptions.Filldown.OnAssignVar' MAKE_FUNCTION STORE_NAME OnAssignVar LOAD_CONST <code object OnClearVar at 0x7faad43c0a50, file "f.py", line 133> LOAD_CONST 'TextFSMOptions.Filldown.OnClearVar' MAKE_FUNCTION STORE_NAME OnClearVar LOAD_CONST <code object OnClearAllVar at 0x7faad43c08a0, file "f.py", line 136> LOAD_CONST 'TextFSMOptions.Filldown.OnClearAllVar' MAKE_FUNCTION STORE_NAME OnClearAllVar LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _myvar LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR value LOAD_FAST self STORE_ATTR _myvar LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _myvar LOAD_FAST self LOAD_ATTR value STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _myvar LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.Fillup' STORE_NAME __qualname__ LOAD_CONST 'Like Filldown, but upwards until it finds a non-empty entry.' STORE_NAME __doc__ LOAD_CONST <code object OnAssignVar at 0x7faad43c0c90, file "f.py", line 142> LOAD_CONST 'TextFSMOptions.Fillup.OnAssignVar' MAKE_FUNCTION STORE_NAME OnAssignVar LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR value POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR value LOAD_ATTR fsm LOAD_ATTR values LOAD_METHOD index LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST value_idx SETUP_LOOP to 72 LOAD_GLOBAL reversed LOAD_FAST self LOAD_ATTR value LOAD_ATTR fsm LOAD_ATTR _result CALL_FUNCTION GET_ITER FOR_ITER to 70 STORE_FAST result LOAD_FAST result LOAD_FAST value_idx BINARY_SUBSCR POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST self LOAD_ATTR value LOAD_ATTR value LOAD_FAST result LOAD_FAST value_idx STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.Key' STORE_NAME __qualname__ LOAD_CONST 'Value constitutes part of the Key of the record.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMOptions.List' STORE_NAME __qualname__ LOAD_CONST "\n Value takes the form of a list.\n\n If the value regex contains nested match groups in the form (?P<name>regex),\n instead of adding a string to the list, we add a dictionary of the groups.\n\n Eg.\n Value List ((?P<name>\\w+)\\s+(?P<age>\\d+)) would create results like:\n [{'name': 'Bob', 'age': 32}]\n\n Do not give nested groups the same name as other values in the template.\n " STORE_NAME __doc__ LOAD_CONST <code object OnCreateOptions at 0x7fab41499ed0, file "f.py", line 167> LOAD_CONST 'TextFSMOptions.List.OnCreateOptions' MAKE_FUNCTION STORE_NAME OnCreateOptions LOAD_CONST <code object OnAssignVar at 0x7fab414995d0, file "f.py", line 170> LOAD_CONST 'TextFSMOptions.List.OnAssignVar' MAKE_FUNCTION STORE_NAME OnAssignVar LOAD_CONST <code object OnClearVar at 0x7fab41499c00, file "f.py", line 180> LOAD_CONST 'TextFSMOptions.List.OnClearVar' MAKE_FUNCTION STORE_NAME OnClearVar LOAD_CONST <code object OnClearAllVar at 0x7fab414994b0, file "f.py", line 184> LOAD_CONST 'TextFSMOptions.List.OnClearAllVar' MAKE_FUNCTION STORE_NAME OnClearAllVar LOAD_CONST <code object OnSaveRecord at 0x7fab41499c90, file "f.py", line 187> LOAD_CONST 'TextFSMOptions.List.OnSaveRecord' MAKE_FUNCTION STORE_NAME OnSaveRecord LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD OnClearAllVar CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR compiled_regex LOAD_ATTR groups LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR value LOAD_ATTR compiled_regex LOAD_METHOD match LOAD_FAST self LOAD_ATTR value LOAD_ATTR value CALL_METHOD STORE_FAST match JUMP_FORWARD to 38 LOAD_CONST None STORE_FAST match LOAD_FAST match POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD groupdict CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _value LOAD_METHOD append LOAD_FAST match LOAD_METHOD groupdict CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 84 LOAD_FAST self LOAD_ATTR _value LOAD_METHOD append LOAD_FAST self LOAD_ATTR value LOAD_ATTR value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'Filldown' LOAD_FAST self LOAD_ATTR value LOAD_METHOD OptionNames CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE BUILD_LIST LOAD_FAST self STORE_ATTR _value LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST self STORE_ATTR _value LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR _value CALL_FUNCTION LOAD_FAST self LOAD_ATTR value STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMValue' STORE_NAME __qualname__ LOAD_CONST "A TextFSM value.\n\n A value has syntax like:\n\n 'Value Filldown,Required helloworld (.*)'\n\n Where 'Value' is a keyword.\n 'Filldown' and 'Required' are options.\n 'helloworld' is the value name.\n '(.*) is the regular expression to match in the input data.\n\n Attributes:\n compiled_regex: (regexp), Compiled regex for nested matching of List values.\n max_name_len: (int), maximum character length os a variable name.\n name: (str), Name of the value.\n options: (list), A list of current Value Options.\n regex: (str), Regex which the value is matched on.\n template: (str), regexp with named groups added.\n fsm: A TextFSMBase(), the containing FSM.\n value: (str), the current value.\n " STORE_NAME __doc__ LOAD_CONST (None, 48, None) LOAD_CONST <code object __init__ at 0x7fab414990c0, file "f.py", line 214> LOAD_CONST 'TextFSMValue.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object AssignVar at 0x7fab41499780, file "f.py", line 224> LOAD_CONST 'TextFSMValue.AssignVar' MAKE_FUNCTION STORE_NAME AssignVar LOAD_CONST <code object ClearVar at 0x7fab41499ae0, file "f.py", line 229> LOAD_CONST 'TextFSMValue.ClearVar' MAKE_FUNCTION STORE_NAME ClearVar LOAD_CONST <code object ClearAllVar at 0x7faac0274ed0, file "f.py", line 234> LOAD_CONST 'TextFSMValue.ClearAllVar' MAKE_FUNCTION STORE_NAME ClearAllVar LOAD_CONST <code object Header at 0x7faac02748a0, file "f.py", line 239> LOAD_CONST 'TextFSMValue.Header' MAKE_FUNCTION STORE_NAME Header LOAD_CONST <code object OptionNames at 0x7faac0274270, file "f.py", line 244> LOAD_CONST 'TextFSMValue.OptionNames' MAKE_FUNCTION STORE_NAME OptionNames LOAD_CONST <code object Parse at 0x7faac02746f0, file "f.py", line 248> LOAD_CONST 'TextFSMValue.Parse' MAKE_FUNCTION STORE_NAME Parse LOAD_CONST <code object _AddOption at 0x7faac0274810, file "f.py", line 294> LOAD_CONST 'TextFSMValue._AddOption' MAKE_FUNCTION STORE_NAME _AddOption LOAD_CONST <code object OnSaveRecord at 0x7faac0274930, file "f.py", line 315> LOAD_CONST 'TextFSMValue.OnSaveRecord' MAKE_FUNCTION STORE_NAME OnSaveRecord LOAD_CONST <code object __str__ at 0x7faac0274d20, file "f.py", line 319> LOAD_CONST 'TextFSMValue.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST None RETURN_VALUE LOAD_FAST max_name_len LOAD_FAST self STORE_ATTR max_name_len LOAD_CONST None LOAD_FAST self STORE_ATTR name BUILD_LIST LOAD_FAST self STORE_ATTR options LOAD_CONST None LOAD_FAST self STORE_ATTR regex LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_FAST fsm LOAD_FAST self STORE_ATTR fsm LOAD_FAST options_class LOAD_FAST self STORE_ATTR _options_cls LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST <code object <listcomp> at 0x7fab41499300, file "f.py", line 227> LOAD_CONST 'TextFSMValue.AssignVar.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnAssignVar CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_CONST <code object <listcomp> at 0x7fab41499660, file "f.py", line 232> LOAD_CONST 'TextFSMValue.ClearVar.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnClearVar CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_CONST <code object <listcomp> at 0x7fab41499d20, file "f.py", line 237> LOAD_CONST 'TextFSMValue.ClearAllVar.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnClearAllVar CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faac02744b0, file "f.py", line 241> LOAD_CONST 'TextFSMValue.Header.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_FAST self LOAD_ATTR name RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnGetValue CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faac0274540, file "f.py", line 246> LOAD_CONST 'TextFSMValue.OptionNames.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST option LOAD_FAST option LOAD_ATTR name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST value LOAD_METHOD split LOAD_CONST ' ' CALL_METHOD STORE_FAST value_line LOAD_GLOBAL len LOAD_FAST value_line CALL_FUNCTION LOAD_CONST 3 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Expect at least 3 tokens on line.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST value_line LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD startswith LOAD_CONST '(' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST value_line LOAD_CONST 1 BINARY_SUBSCR STORE_FAST options SETUP_LOOP to 82 LOAD_FAST options LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER FOR_ITER to 80 STORE_FAST option LOAD_FAST self LOAD_METHOD _AddOption LOAD_FAST option CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <listcomp> at 0x7faac02741e0, file "f.py", line 267> LOAD_CONST 'TextFSMValue.Parse.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_FAST value_line LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST self STORE_ATTR name LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST value_line LOAD_CONST 3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_FAST self STORE_ATTR regex JUMP_FORWARD to 160 LOAD_FAST value_line LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self STORE_ATTR name LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST value_line LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_FAST self STORE_ATTR regex LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR name CALL_FUNCTION LOAD_FAST self LOAD_ATTR max_name_len COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Invalid Value name '%s' or name too long." LOAD_FAST self LOAD_ATTR name BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR regex LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '(' COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR regex LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST ')' COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR regex LOAD_CONST -2 BINARY_SUBSCR LOAD_CONST '\\' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Value '%s' must be contained within a '()' pair." LOAD_FAST self LOAD_ATTR regex BINARY_MODULO CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 264 LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST self LOAD_ATTR regex CALL_METHOD STORE_FAST compiled_regex POP_BLOCK JUMP_FORWARD to 314 DUP_TOP LOAD_GLOBAL re LOAD_ATTR error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 300 LOAD_GLOBAL TextFSMTemplateError LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 314 END_FINALLY LOAD_GLOBAL re LOAD_METHOD sub LOAD_CONST '^\\(' LOAD_CONST '(?P<%s>' LOAD_FAST self LOAD_ATTR name BINARY_MODULO LOAD_FAST self LOAD_ATTR regex CALL_METHOD LOAD_FAST self STORE_ATTR template LOAD_GLOBAL any LOAD_CONST <code object <listcomp> at 0x7faac0274c90, file "f.py", line 291> LOAD_CONST 'TextFSMValue.Parse.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST compiled_regex LOAD_FAST self STORE_ATTR compiled_regex LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnCreateOptions CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL TextFSMOptions LOAD_ATTR List CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST name LOAD_CONST <code object <listcomp> at 0x7faac02745d0, file "f.py", line 305> LOAD_CONST 'TextFSMValue._AddOption.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Duplicate option "%s"' LOAD_FAST name BINARY_MODULO CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 54 LOAD_FAST self LOAD_ATTR _options_cls LOAD_METHOD GetOption LOAD_FAST name CALL_METHOD LOAD_FAST self CALL_FUNCTION STORE_FAST option POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Unknown option "%s"' LOAD_FAST name BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_FAST self LOAD_ATTR options LOAD_METHOD append LOAD_FAST option CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST option LOAD_FAST option LOAD_ATTR name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faac0274b70, file "f.py", line 317> LOAD_CONST 'TextFSMValue.OnSaveRecord.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR options GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST option LOAD_FAST option LOAD_METHOD OnSaveRecord CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR options POP_JUMP_IF_FALSE LOAD_CONST 'Value %s %s %s' LOAD_CONST ',' LOAD_METHOD join LOAD_FAST self LOAD_METHOD OptionNames CALL_METHOD CALL_METHOD LOAD_FAST self LOAD_ATTR name LOAD_FAST self LOAD_ATTR regex BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_CONST 'Value %s %s' LOAD_FAST self LOAD_ATTR name LOAD_FAST self LOAD_ATTR regex BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CopyableRegexObject' STORE_NAME __qualname__ LOAD_CONST 'Like a re.RegexObject, but can be copied.' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7faac02740c0, file "f.py", line 335> LOAD_CONST 'CopyableRegexObject.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object match at 0x7faac02749c0, file "f.py", line 339> LOAD_CONST 'CopyableRegexObject.match' MAKE_FUNCTION STORE_NAME match LOAD_CONST <code object sub at 0x7fab703f7e40, file "f.py", line 342> LOAD_CONST 'CopyableRegexObject.sub' MAKE_FUNCTION STORE_NAME sub LOAD_CONST <code object __copy__ at 0x7fab703f7150, file "f.py", line 345> LOAD_CONST 'CopyableRegexObject.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST <code object __deepcopy__ at 0x7fab702f7a50, file "f.py", line 348> LOAD_CONST 'CopyableRegexObject.__deepcopy__' MAKE_FUNCTION STORE_NAME __deepcopy__ LOAD_CONST None RETURN_VALUE LOAD_FAST pattern LOAD_FAST self STORE_ATTR pattern LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST pattern CALL_METHOD LOAD_FAST self STORE_ATTR regex LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR regex LOAD_ATTR match LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR regex LOAD_ATTR sub LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL CopyableRegexObject LOAD_FAST self LOAD_ATTR pattern CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD __copy__ CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSMRule' STORE_NAME __qualname__ LOAD_CONST "A rule in each FSM state.\n\n A value has syntax like:\n\n ^<regexp> -> Next.Record State2\n\n Where '<regexp>' is a regular expression.\n 'Next' is a Line operator.\n 'Record' is a Record operator.\n 'State2' is the next State.\n\n Attributes:\n match: Regex to match this rule.\n regex: match after template substitution.\n line_op: Operator on input line on match.\n record_op: Operator on output record on match.\n new_state: Label to jump to on action\n regex_obj: Compiled regex for which the rule matches.\n line_num: Integer row number of Value.\n " STORE_NAME __doc__ LOAD_NAME re LOAD_METHOD compile LOAD_CONST '(?P<match>.*)(\\s->(?P<action>.*))' CALL_METHOD STORE_NAME MATCH_ACTION LOAD_CONST ('Continue', 'Next', 'Error') STORE_NAME LINE_OP LOAD_CONST ('Clear', 'Clearall', 'Record', 'NoRecord') STORE_NAME RECORD_OP LOAD_CONST '(?P<ln_op>%s)' LOAD_CONST '|' LOAD_METHOD join LOAD_NAME LINE_OP CALL_METHOD BINARY_MODULO STORE_NAME LINE_OP_RE LOAD_CONST '(?P<rec_op>%s)' LOAD_CONST '|' LOAD_METHOD join LOAD_NAME RECORD_OP CALL_METHOD BINARY_MODULO STORE_NAME RECORD_OP_RE LOAD_CONST '(%s(\\.%s)?)' LOAD_NAME LINE_OP_RE LOAD_NAME RECORD_OP_RE BUILD_TUPLE BINARY_MODULO STORE_NAME OPERATOR_RE LOAD_CONST '(?P<new_state>\\w+|\\".*\\")' STORE_NAME NEWSTATE_RE LOAD_NAME re LOAD_METHOD compile LOAD_CONST '\\s+%s(\\s+%s)?$' LOAD_NAME OPERATOR_RE LOAD_NAME NEWSTATE_RE BUILD_TUPLE BINARY_MODULO CALL_METHOD STORE_NAME ACTION_RE LOAD_NAME re LOAD_METHOD compile LOAD_CONST '\\s+%s(\\s+%s)?$' LOAD_NAME RECORD_OP_RE LOAD_NAME NEWSTATE_RE BUILD_TUPLE BINARY_MODULO CALL_METHOD STORE_NAME ACTION2_RE LOAD_NAME re LOAD_METHOD compile LOAD_CONST '(\\s+%s)?$' LOAD_NAME NEWSTATE_RE BINARY_MODULO CALL_METHOD STORE_NAME ACTION3_RE LOAD_CONST (-1, None) LOAD_CONST <code object __init__ at 0x7fab702f70c0, file "f.py", line 388> LOAD_CONST 'TextFSMRule.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7fab702f7540, file "f.py", line 470> LOAD_CONST 'TextFSMRule.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST None RETURN_VALUE LOAD_CONST '' LOAD_FAST self STORE_ATTR match LOAD_CONST '' LOAD_FAST self STORE_ATTR regex LOAD_CONST None LOAD_FAST self STORE_ATTR regex_obj LOAD_CONST '' LOAD_FAST self STORE_ATTR line_op LOAD_CONST '' LOAD_FAST self STORE_ATTR record_op LOAD_CONST '' LOAD_FAST self STORE_ATTR new_state LOAD_FAST line_num LOAD_FAST self STORE_ATTR line_num LOAD_FAST line LOAD_METHOD strip CALL_METHOD STORE_FAST line LOAD_FAST line POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Null data in FSMRule. Line: %s' LOAD_FAST self LOAD_ATTR line_num BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR MATCH_ACTION LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match_action LOAD_FAST match_action POP_JUMP_IF_FALSE LOAD_FAST match_action LOAD_METHOD group LOAD_CONST 'match' CALL_METHOD LOAD_FAST self STORE_ATTR match JUMP_FORWARD to 104 LOAD_FAST line LOAD_FAST self STORE_ATTR match LOAD_FAST self LOAD_ATTR match LOAD_FAST self STORE_ATTR regex LOAD_FAST var_map POP_JUMP_IF_FALSE SETUP_EXCEPT to 142 LOAD_GLOBAL string LOAD_METHOD Template LOAD_FAST self LOAD_ATTR match CALL_METHOD LOAD_METHOD substitute LOAD_FAST var_map CALL_METHOD LOAD_FAST self STORE_ATTR regex POP_BLOCK JUMP_FORWARD to 186 DUP_TOP LOAD_GLOBAL ValueError LOAD_GLOBAL KeyError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Duplicate or invalid variable substitution: '%s'. Line: %s." LOAD_FAST self LOAD_ATTR match LOAD_FAST self LOAD_ATTR line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 186 END_FINALLY SETUP_EXCEPT to 204 LOAD_GLOBAL CopyableRegexObject LOAD_FAST self LOAD_ATTR regex CALL_FUNCTION LOAD_FAST self STORE_ATTR regex_obj POP_BLOCK JUMP_FORWARD to 246 DUP_TOP LOAD_GLOBAL re LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Invalid regular expression: '%s'. Line: %s." LOAD_FAST self LOAD_ATTR regex LOAD_FAST self LOAD_ATTR line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 246 END_FINALLY LOAD_FAST match_action POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ACTION_RE LOAD_METHOD match LOAD_FAST match_action LOAD_METHOD group LOAD_CONST 'action' CALL_METHOD CALL_METHOD STORE_FAST action_re LOAD_FAST action_re EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR ACTION2_RE LOAD_METHOD match LOAD_FAST match_action LOAD_METHOD group LOAD_CONST 'action' CALL_METHOD CALL_METHOD STORE_FAST action_re LOAD_FAST action_re EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR ACTION3_RE LOAD_METHOD match LOAD_FAST match_action LOAD_METHOD group LOAD_CONST 'action' CALL_METHOD CALL_METHOD STORE_FAST action_re LOAD_FAST action_re EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Badly formatted rule '%s'. Line: %s." LOAD_FAST line LOAD_FAST self LOAD_ATTR line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST 'ln_op' LOAD_FAST action_re LOAD_METHOD groupdict CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'ln_op' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'ln_op' CALL_METHOD LOAD_FAST self STORE_ATTR line_op LOAD_CONST 'rec_op' LOAD_FAST action_re LOAD_METHOD groupdict CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'rec_op' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'rec_op' CALL_METHOD LOAD_FAST self STORE_ATTR record_op LOAD_CONST 'new_state' LOAD_FAST action_re LOAD_METHOD groupdict CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'new_state' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST action_re LOAD_METHOD group LOAD_CONST 'new_state' CALL_METHOD LOAD_FAST self STORE_ATTR new_state LOAD_FAST self LOAD_ATTR line_op LOAD_CONST 'Continue' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR new_state EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Action '%s' with new state %s specified. Line: %s." LOAD_FAST self LOAD_ATTR line_op LOAD_FAST self LOAD_ATTR new_state LOAD_FAST self LOAD_ATTR line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR line_op LOAD_CONST 'Error' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR new_state EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '\\w+' LOAD_FAST self LOAD_ATTR new_state CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Alphanumeric characters only in state names. Line: %s.' LOAD_FAST self LOAD_ATTR line_num BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '' STORE_FAST operation LOAD_FAST self LOAD_ATTR line_op POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR record_op POP_JUMP_IF_FALSE LOAD_CONST '.' STORE_FAST operation LOAD_CONST '%s%s%s' LOAD_FAST self LOAD_ATTR line_op LOAD_FAST operation LOAD_FAST self LOAD_ATTR record_op BUILD_TUPLE BINARY_MODULO STORE_FAST operation LOAD_FAST operation POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR new_state POP_JUMP_IF_FALSE LOAD_CONST ' ' LOAD_FAST self LOAD_ATTR new_state BINARY_ADD STORE_FAST new_state JUMP_FORWARD to 66 LOAD_FAST self LOAD_ATTR new_state STORE_FAST new_state LOAD_FAST operation POP_JUMP_IF_TRUE LOAD_FAST new_state POP_JUMP_IF_TRUE LOAD_CONST ' %s' LOAD_FAST self LOAD_ATTR match BINARY_MODULO RETURN_VALUE LOAD_CONST ' %s -> %s%s' LOAD_FAST self LOAD_ATTR match LOAD_FAST operation LOAD_FAST new_state BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextFSM' STORE_NAME __qualname__ LOAD_CONST 'Parses template and creates Finite State Machine (FSM).\n\n Attributes:\n states: (str), Dictionary of FSMState objects.\n values: (str), List of FSMVariables.\n value_map: (map), For substituting values for names in the expressions.\n header: Ordered list of values.\n state_list: Ordered list of valid states.\n ' STORE_NAME __doc__ LOAD_CONST 48 STORE_NAME MAX_NAME_LEN LOAD_NAME re LOAD_METHOD compile LOAD_CONST '^\\s*#' CALL_METHOD STORE_NAME comment_regex LOAD_NAME re LOAD_METHOD compile LOAD_CONST '^(\\w+)$' CALL_METHOD STORE_NAME state_name_re LOAD_NAME TextFSMOptions STORE_NAME _DEFAULT_OPTIONS LOAD_NAME _DEFAULT_OPTIONS BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab420181e0, file "f.py", line 506> LOAD_CONST 'TextFSM.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7fab4158e4b0, file "f.py", line 525> LOAD_CONST 'TextFSM.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object Reset at 0x7fab4158e030, file "f.py", line 539> LOAD_CONST 'TextFSM.Reset' MAKE_FUNCTION STORE_NAME Reset LOAD_NAME property LOAD_CONST <code object header at 0x7fab4158ef60, file "f.py", line 548> LOAD_CONST 'TextFSM.header' MAKE_FUNCTION CALL_FUNCTION STORE_NAME header LOAD_CONST <code object _GetHeader at 0x7fab4158e9c0, file "f.py", line 553> LOAD_CONST 'TextFSM._GetHeader' MAKE_FUNCTION STORE_NAME _GetHeader LOAD_CONST <code object _GetValue at 0x7fab4158e420, file "f.py", line 563> LOAD_CONST 'TextFSM._GetValue' MAKE_FUNCTION STORE_NAME _GetValue LOAD_CONST <code object _AppendRecord at 0x7fab4158eed0, file "f.py", line 569> LOAD_CONST 'TextFSM._AppendRecord' MAKE_FUNCTION STORE_NAME _AppendRecord LOAD_CONST <code object _Parse at 0x7fab4158ea50, file "f.py", line 596> LOAD_CONST 'TextFSM._Parse' MAKE_FUNCTION STORE_NAME _Parse LOAD_CONST <code object _ParseFSMVariables at 0x7fab4158eb70, file "f.py", line 616> LOAD_CONST 'TextFSM._ParseFSMVariables' MAKE_FUNCTION STORE_NAME _ParseFSMVariables LOAD_CONST <code object _ValidateOptions at 0x7fab4158e390, file "f.py", line 674> LOAD_CONST 'TextFSM._ValidateOptions' MAKE_FUNCTION STORE_NAME _ValidateOptions LOAD_CONST <code object _ParseFSMState at 0x7fab4158ed20, file "f.py", line 678> LOAD_CONST 'TextFSM._ParseFSMState' MAKE_FUNCTION STORE_NAME _ParseFSMState LOAD_CONST <code object _ValidateFSM at 0x7fab4158ec90, file "f.py", line 751> LOAD_CONST 'TextFSM._ValidateFSM' MAKE_FUNCTION STORE_NAME _ValidateFSM LOAD_CONST (True,) LOAD_CONST <code object ParseText at 0x7fab4158eae0, file "f.py", line 795> LOAD_CONST 'TextFSM.ParseText' MAKE_FUNCTION STORE_NAME ParseText LOAD_CONST <code object ParseTextToDicts at 0x7fab4158e0c0, file "f.py", line 826> LOAD_CONST 'TextFSM.ParseTextToDicts' MAKE_FUNCTION STORE_NAME ParseTextToDicts LOAD_CONST <code object _CheckLine at 0x7fab4158e540, file "f.py", line 852> LOAD_CONST 'TextFSM._CheckLine' MAKE_FUNCTION STORE_NAME _CheckLine LOAD_CONST <code object _CheckRule at 0x7fab4158e1e0, file "f.py", line 871> LOAD_CONST 'TextFSM._CheckRule' MAKE_FUNCTION STORE_NAME _CheckRule LOAD_CONST <code object _AssignVar at 0x7fab4158e8a0, file "f.py", line 886> LOAD_CONST 'TextFSM._AssignVar' MAKE_FUNCTION STORE_NAME _AssignVar LOAD_CONST <code object _Operations at 0x7fab4158e6f0, file "f.py", line 899> LOAD_CONST 'TextFSM._Operations' MAKE_FUNCTION STORE_NAME _Operations LOAD_CONST <code object _ClearRecord at 0x7fab4158e150, file "f.py", line 951> LOAD_CONST 'TextFSM._ClearRecord' MAKE_FUNCTION STORE_NAME _ClearRecord LOAD_CONST <code object _ClearAllRecord at 0x7faac03adc00, file "f.py", line 955> LOAD_CONST 'TextFSM._ClearAllRecord' MAKE_FUNCTION STORE_NAME _ClearAllRecord LOAD_CONST <code object GetValuesByAttrib at 0x7faac03ad8a0, file "f.py", line 959> LOAD_CONST 'TextFSM.GetValuesByAttrib' MAKE_FUNCTION STORE_NAME GetValuesByAttrib LOAD_CONST None RETURN_VALUE LOAD_FAST options_class LOAD_FAST self STORE_ATTR _options_cls BUILD_MAP LOAD_FAST self STORE_ATTR states BUILD_LIST LOAD_FAST self STORE_ATTR state_list BUILD_LIST LOAD_FAST self STORE_ATTR values BUILD_MAP LOAD_FAST self STORE_ATTR value_map LOAD_CONST 0 LOAD_FAST self STORE_ATTR _line_num LOAD_CONST None LOAD_FAST self STORE_ATTR _cur_state LOAD_CONST None LOAD_FAST self STORE_ATTR _cur_state_name SETUP_FINALLY to 64 LOAD_FAST self LOAD_METHOD _Parse LOAD_FAST template CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST template LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP END_FINALLY LOAD_FAST self LOAD_METHOD Reset CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab42018c90, file "f.py", line 528> LOAD_CONST 'TextFSM.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR values GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST '\n' INPLACE_ADD STORE_FAST result SETUP_LOOP to 100 LOAD_FAST self LOAD_ATTR state_list GET_ITER FOR_ITER to 98 STORE_FAST state LOAD_FAST result LOAD_CONST '\n%s\n' LOAD_FAST state BINARY_MODULO INPLACE_ADD STORE_FAST result LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab420184b0, file "f.py", line 533> LOAD_CONST 'TextFSM.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR states LOAD_FAST state BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST state_rules LOAD_FAST state_rules POP_JUMP_IF_FALSE LOAD_FAST result LOAD_FAST state_rules LOAD_CONST '\n' BINARY_ADD INPLACE_ADD STORE_FAST result JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST value LOAD_GLOBAL str LOAD_FAST value CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST rule LOAD_GLOBAL str LOAD_FAST rule CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR states LOAD_CONST 'Start' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _cur_state LOAD_CONST 'Start' LOAD_FAST self STORE_ATTR _cur_state_name BUILD_LIST LOAD_FAST self STORE_ATTR _result LOAD_FAST self LOAD_METHOD _ClearAllRecord CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _GetHeader CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST header SETUP_LOOP to 62 LOAD_FAST self LOAD_ATTR values GET_ITER FOR_ITER to 60 STORE_FAST value SETUP_EXCEPT to 36 LOAD_FAST header LOAD_METHOD append LOAD_FAST value LOAD_METHOD Header CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL SkipValue COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST header RETURN_VALUE SETUP_LOOP to 30 LOAD_FAST self LOAD_ATTR values GET_ITER FOR_ITER to 28 STORE_FAST value LOAD_FAST value LOAD_ATTR name LOAD_FAST name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST value RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR values POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST cur_record SETUP_LOOP to 104 LOAD_FAST self LOAD_ATTR values GET_ITER FOR_ITER to 102 STORE_FAST value SETUP_EXCEPT to 40 LOAD_FAST value LOAD_METHOD OnSaveRecord CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 88 DUP_TOP LOAD_GLOBAL SkipRecord COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD _ClearRecord CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE DUP_TOP LOAD_GLOBAL SkipValue COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 88 END_FINALLY LOAD_FAST cur_record LOAD_METHOD append LOAD_FAST value LOAD_ATTR value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST cur_record CALL_FUNCTION LOAD_FAST cur_record LOAD_METHOD count LOAD_CONST None CALL_METHOD LOAD_FAST cur_record LOAD_METHOD count BUILD_LIST CALL_METHOD BINARY_ADD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 164 LOAD_CONST None LOAD_FAST cur_record COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '' LOAD_FAST cur_record LOAD_FAST cur_record LOAD_METHOD index LOAD_CONST None CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _result LOAD_METHOD append LOAD_FAST cur_record CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _ClearRecord CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST template POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Null template.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _ParseFSMVariables LOAD_FAST template CALL_METHOD POP_TOP SETUP_LOOP to 38 LOAD_FAST self LOAD_METHOD _ParseFSMState LOAD_FAST template CALL_METHOD POP_JUMP_IF_FALSE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD _ValidateFSM CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST self STORE_ATTR values EXTENDED_ARG SETUP_LOOP to 350 LOAD_FAST template GET_ITER EXTENDED_ARG FOR_ITER to 348 STORE_FAST line LOAD_FAST self DUP_TOP LOAD_ATTR _line_num LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _line_num LOAD_FAST line LOAD_METHOD rstrip CALL_METHOD STORE_FAST line LOAD_FAST line POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST line LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST line LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST line LOAD_FAST self LOAD_ATTR comment_regex LOAD_METHOD match LOAD_FAST line CALL_METHOD POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST line LOAD_METHOD startswith LOAD_CONST 'Value ' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 132 LOAD_GLOBAL TextFSMValue LOAD_FAST self LOAD_FAST self LOAD_ATTR MAX_NAME_LEN LOAD_FAST self LOAD_ATTR _options_cls LOAD_CONST ('fsm', 'max_name_len', 'options_class') CALL_FUNCTION STORE_FAST value LOAD_FAST value LOAD_METHOD Parse LOAD_FAST line CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 184 DUP_TOP LOAD_GLOBAL TextFSMTemplateError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 170 LOAD_GLOBAL TextFSMTemplateError LOAD_CONST '%s Line %s.' LOAD_FAST error LOAD_FAST self LOAD_ATTR _line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 184 END_FINALLY LOAD_FAST value LOAD_ATTR name LOAD_FAST self LOAD_ATTR header COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Duplicate declarations for Value '%s'. Line: %s." LOAD_FAST value LOAD_ATTR name LOAD_FAST self LOAD_ATTR _line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 232 LOAD_FAST self LOAD_METHOD _ValidateOptions LOAD_FAST value CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 286 DUP_TOP LOAD_GLOBAL TextFSMTemplateError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 272 LOAD_GLOBAL TextFSMTemplateError LOAD_CONST '%s Line %s.' LOAD_FAST error LOAD_FAST self LOAD_ATTR _line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 286 END_FINALLY LOAD_FAST self LOAD_ATTR values LOAD_METHOD append LOAD_FAST value CALL_METHOD POP_TOP LOAD_FAST value LOAD_ATTR template LOAD_FAST self LOAD_ATTR value_map LOAD_FAST value LOAD_ATTR name STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR values EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'No Value definitions found.' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST 'Expected blank line after last Value entry. Line: %s.' LOAD_FAST self LOAD_ATTR _line_num BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST template POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST '' STORE_FAST state_name SETUP_LOOP to 206 LOAD_FAST template GET_ITER FOR_ITER to 204 STORE_FAST line LOAD_FAST self DUP_TOP LOAD_ATTR _line_num LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _line_num LOAD_FAST line LOAD_METHOD rstrip CALL_METHOD STORE_FAST line LOAD_GLOBAL isinstance LOAD_FAST line LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST line LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST line LOAD_FAST line POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR comment_regex LOAD_METHOD match LOAD_FAST line CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR state_name_re LOAD_METHOD match LOAD_FAST line CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST line CALL_FUNCTION LOAD_FAST self LOAD_ATTR MAX_NAME_LEN COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST line LOAD_GLOBAL TextFSMRule LOAD_ATTR LINE_OP COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST line LOAD_GLOBAL TextFSMRule LOAD_ATTR RECORD_OP COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Invalid state name: '%s'. Line: %s" LOAD_FAST line LOAD_FAST self LOAD_ATTR _line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST line STORE_FAST state_name LOAD_FAST state_name LOAD_FAST self LOAD_ATTR states COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Duplicate state name: '%s'. Line: %s" LOAD_FAST line LOAD_FAST self LOAD_ATTR _line_num BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_LIST LOAD_FAST self LOAD_ATTR states LOAD_FAST state_name STORE_SUBSCR LOAD_FAST self LOAD_ATTR state_list LOAD_METHOD append LOAD_FAST state_name CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 342 LOAD_FAST template GET_ITER FOR_ITER to 340 STORE_FAST line LOAD_FAST self DUP_TOP LOAD_ATTR _line_num LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _line_num LOAD_FAST line LOAD_METHOD rstrip CALL_METHOD STORE_FAST line LOAD_FAST line POP_JUMP_IF_TRUE BREAK_LOOP LOAD_GLOBAL isinstance LOAD_FAST line LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST line LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST line LOAD_FAST self LOAD_ATTR comment_regex LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST line LOAD_METHOD startswith LOAD_CONST (' ^', ' ^', '\t^') CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Missing white space or carat ('^') before rule. Line: %s" LOAD_FAST self LOAD_ATTR _line_num BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR states LOAD_FAST state_name BINARY_SUBSCR LOAD_METHOD append LOAD_GLOBAL TextFSMRule LOAD_FAST line LOAD_FAST self LOAD_ATTR _line_num LOAD_FAST self LOAD_ATTR value_map CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST state_name RETURN_VALUE LOAD_CONST 'Start' LOAD_FAST self LOAD_ATTR states COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Missing state 'Start'." CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR states LOAD_METHOD get LOAD_CONST 'End' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Non-Empty 'End' state." CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR states LOAD_METHOD get LOAD_CONST 'EOF' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "Non-Empty 'EOF' state." CALL_FUNCTION RAISE_VARARGS LOAD_CONST 'End' LOAD_FAST self LOAD_ATTR states COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR states LOAD_CONST 'End' DELETE_SUBSCR LOAD_FAST self LOAD_ATTR state_list LOAD_METHOD remove LOAD_CONST 'End' CALL_METHOD POP_TOP SETUP_LOOP to 184 LOAD_FAST self LOAD_ATTR states GET_ITER FOR_ITER to 182 STORE_FAST state SETUP_LOOP to 180 LOAD_FAST self LOAD_ATTR states LOAD_FAST state BINARY_SUBSCR GET_ITER FOR_ITER to 178 STORE_FAST rule LOAD_FAST rule LOAD_ATTR line_op LOAD_CONST 'Error' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST rule LOAD_ATTR new_state POP_JUMP_IF_FALSE LOAD_FAST rule LOAD_ATTR new_state LOAD_CONST ('End', 'EOF') COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST rule LOAD_ATTR new_state LOAD_FAST self LOAD_ATTR states COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMTemplateError LOAD_CONST "State '%s' not found, referenced in state '%s'" LOAD_FAST rule LOAD_ATTR new_state LOAD_FAST state BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True RETURN_VALUE BUILD_LIST STORE_FAST lines LOAD_FAST text POP_JUMP_IF_FALSE LOAD_FAST text LOAD_METHOD splitlines CALL_METHOD STORE_FAST lines SETUP_LOOP to 52 LOAD_FAST lines GET_ITER FOR_ITER to 50 STORE_FAST line LOAD_FAST self LOAD_METHOD _CheckLine LOAD_FAST line CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _cur_state_name LOAD_CONST ('End', 'EOF') COMPARE_OP in POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _cur_state_name LOAD_CONST 'End' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 'EOF' LOAD_FAST self LOAD_ATTR states COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST eof POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _AppendRecord CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _result RETURN_VALUE LOAD_FAST self LOAD_ATTR ParseText LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST result_lists BUILD_LIST STORE_FAST result_dicts SETUP_LOOP to 52 LOAD_FAST result_lists GET_ITER FOR_ITER to 50 STORE_FAST row LOAD_FAST result_dicts LOAD_METHOD append LOAD_GLOBAL dict LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR header LOAD_FAST row CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result_dicts RETURN_VALUE SETUP_LOOP to 114 LOAD_FAST self LOAD_ATTR _cur_state GET_ITER FOR_ITER to 112 STORE_FAST rule LOAD_FAST self LOAD_METHOD _CheckRule LOAD_FAST rule LOAD_FAST line CALL_METHOD STORE_FAST matched LOAD_FAST matched POP_JUMP_IF_FALSE SETUP_LOOP to 58 LOAD_FAST matched LOAD_METHOD groupdict CALL_METHOD GET_ITER FOR_ITER to 56 STORE_FAST value LOAD_FAST self LOAD_METHOD _AssignVar LOAD_FAST matched LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD _Operations LOAD_FAST rule LOAD_FAST line CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST rule LOAD_ATTR new_state POP_JUMP_IF_FALSE LOAD_FAST rule LOAD_ATTR new_state LOAD_CONST ('End', 'EOF') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR states LOAD_FAST rule LOAD_ATTR new_state BINARY_SUBSCR LOAD_FAST self STORE_ATTR _cur_state LOAD_FAST rule LOAD_ATTR new_state LOAD_FAST self STORE_ATTR _cur_state_name BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST rule LOAD_ATTR regex_obj LOAD_METHOD match LOAD_FAST line CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _GetValue LOAD_FAST value CALL_METHOD STORE_FAST _value LOAD_FAST _value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST _value LOAD_METHOD AssignVar LOAD_FAST matched LOAD_METHOD group LOAD_FAST value CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST rule LOAD_ATTR record_op LOAD_CONST 'Record' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _AppendRecord CALL_METHOD POP_TOP JUMP_FORWARD to 58 LOAD_FAST rule LOAD_ATTR record_op LOAD_CONST 'Clear' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _ClearRecord CALL_METHOD POP_TOP JUMP_FORWARD to 58 LOAD_FAST rule LOAD_ATTR record_op LOAD_CONST 'Clearall' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _ClearAllRecord CALL_METHOD POP_TOP LOAD_FAST rule LOAD_ATTR line_op LOAD_CONST 'Error' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST rule LOAD_ATTR new_state POP_JUMP_IF_FALSE LOAD_GLOBAL TextFSMError LOAD_CONST 'Error: %s. Rule Line: %s. Input Line: %s.' LOAD_FAST rule LOAD_ATTR new_state LOAD_FAST rule LOAD_ATTR line_num LOAD_FAST line BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL TextFSMError LOAD_CONST 'State Error raised. Rule Line: %s. Input Line: %s' LOAD_FAST rule LOAD_ATTR line_num LOAD_FAST line BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 130 LOAD_FAST rule LOAD_ATTR line_op LOAD_CONST 'Continue' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab4158e5d0, file "f.py", line 953> LOAD_CONST 'TextFSM._ClearRecord.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR values GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST value LOAD_FAST value LOAD_METHOD ClearVar CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab4158e300, file "f.py", line 957> LOAD_CONST 'TextFSM._ClearAllRecord.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR values GET_ITER CALL_FUNCTION STORE_FAST _ LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST value LOAD_FAST value LOAD_METHOD ClearAllVar CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST attribute LOAD_FAST self LOAD_ATTR _options_cls LOAD_METHOD ValidOptions CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "'%s': Not a valid attribute." LOAD_FAST attribute BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST result SETUP_LOOP to 70 LOAD_FAST self LOAD_ATTR values GET_ITER FOR_ITER to 68 STORE_FAST value LOAD_FAST attribute LOAD_FAST value LOAD_METHOD OptionNames CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD append LOAD_FAST value LOAD_ATTR name CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_FAST argv LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR argv STORE_FAST argv SETUP_EXCEPT to 48 LOAD_GLOBAL getopt LOAD_METHOD getopt LOAD_FAST argv LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'h' LOAD_CONST 'help' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST opts STORE_FAST args POP_BLOCK JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL getopt LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST msg POP_TOP SETUP_FINALLY to 78 LOAD_GLOBAL Usage LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST msg DELETE_FAST msg END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY SETUP_LOOP to 138 LOAD_FAST opts GET_ITER FOR_ITER to 136 UNPACK_SEQUENCE STORE_FAST opt STORE_FAST _ LOAD_FAST opt LOAD_CONST ('-h', '--help') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_GLOBAL __doc__ CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_GLOBAL help_msg CALL_FUNCTION POP_TOP LOAD_CONST 0 RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST args POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION LOAD_CONST 4 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL Usage LOAD_CONST 'Invalid arguments.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 326 STORE_FAST template LOAD_GLOBAL TextFSM LOAD_FAST template CALL_FUNCTION STORE_FAST fsm LOAD_GLOBAL print LOAD_CONST 'FSM Template:\n%s\n' LOAD_FAST fsm BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL open LOAD_FAST args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 240 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD STORE_FAST cli_input POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST fsm LOAD_METHOD ParseText LOAD_FAST cli_input CALL_METHOD STORE_FAST table LOAD_GLOBAL print LOAD_CONST 'FSM Table:' CALL_FUNCTION POP_TOP LOAD_GLOBAL str LOAD_FAST fsm LOAD_ATTR header CALL_FUNCTION LOAD_CONST '\n' BINARY_ADD STORE_FAST result SETUP_LOOP to 310 LOAD_FAST table GET_ITER FOR_ITER to 308 STORE_FAST line LOAD_FAST result LOAD_GLOBAL str LOAD_FAST line CALL_FUNCTION LOAD_CONST '\n' BINARY_ADD INPLACE_ADD STORE_FAST result EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL print LOAD_FAST result LOAD_CONST '' LOAD_CONST ('end',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION LOAD_CONST 2 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL open LOAD_FAST args LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 374 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD STORE_FAST ref_table POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ref_table LOAD_FAST result COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'Data mis-match!' CALL_FUNCTION POP_TOP LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL print LOAD_CONST 'Data match!' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
"""Template based text parser. This module implements a parser, intended to be used for converting human readable text, such as command output from a router CLI, into a list of records, containing values extracted from the input text. A simple template language is used to describe a state machine to parse a specific type of text input, returning a record of values for each input entity. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import getopt import inspect import re import string import sys from builtins import object # pylint: disable=redefined-builtin from builtins import str # pylint: disable=redefined-builtin from builtins import zip # pylint: disable=redefined-builtin import six class Error(Exception): """Base class for errors.""" class Usage(Exception): """Error in command line execution.""" class TextFSMError(Error): """Error in the FSM state execution.""" class TextFSMTemplateError(Error): """Errors while parsing templates.""" class FSMAction(Exception): """Base class for actions raised with the FSM.""" class SkipRecord(FSMAction): """Indicate a record is to be skipped.""" class SkipValue(FSMAction): """Indicate a value is to be skipped.""" class TextFSMOptions(object): """Class containing all valid TextFSMValue options. Each nested class here represents a TextFSM option. The format is "option<name>". Each class may override any of the methods inside the OptionBase class. A user of this module can extend options by subclassing TextFSMOptionsBase, adding the new option class(es), then passing that new class to the TextFSM constructor with the 'option_class' argument. """ class OptionBase(object): """Factory methods for option class. Attributes: name: The name of the option. value: A TextFSMValue, the parent Value. """ def __init__(self, value): self.value = value @property def name(self): return self.__class__.__name__.replace("option", "") def OnCreateOptions(self): """Called after all options have been parsed for a Value.""" def OnClearVar(self): """Called when value has been cleared.""" def OnClearAllVar(self): """Called when a value has clearalled.""" def OnAssignVar(self): """Called when a matched value is being assigned.""" def OnGetValue(self): """Called when the value name is being requested.""" def OnSaveRecord(self): """Called just prior to a record being committed.""" @classmethod def ValidOptions(cls): """Returns a list of valid option names.""" valid_options = [] for obj_name in dir(cls): obj = getattr(cls, obj_name) if inspect.isclass(obj) and issubclass(obj, cls.OptionBase): valid_options.append(obj_name) return valid_options @classmethod def GetOption(cls, name): """Returns the class of the requested option name.""" return getattr(cls, name) class Required(OptionBase): """The Value must be non-empty for the row to be recorded.""" def OnSaveRecord(self): if not self.value.value: raise SkipRecord class Filldown(OptionBase): """Value defaults to the previous line's value.""" def OnCreateOptions(self): self._myvar = None def OnAssignVar(self): self._myvar = self.value.value def OnClearVar(self): self.value.value = self._myvar def OnClearAllVar(self): self._myvar = None class Fillup(OptionBase): """Like Filldown, but upwards until it finds a non-empty entry.""" def OnAssignVar(self): if self.value.value: value_idx = self.value.fsm.values.index(self.value) for result in reversed(self.value.fsm._result): if result[value_idx]: break result[value_idx] = self.value.value class Key(OptionBase): """Value constitutes part of the Key of the record.""" class List(OptionBase): r""" Value takes the form of a list. If the value regex contains nested match groups in the form (?P<name>regex), instead of adding a string to the list, we add a dictionary of the groups. Eg. Value List ((?P<name>\w+)\s+(?P<age>\d+)) would create results like: [{'name': 'Bob', 'age': 32}] Do not give nested groups the same name as other values in the template. """ def OnCreateOptions(self): self.OnClearAllVar() def OnAssignVar(self): if self.value.compiled_regex.groups > 1: match = self.value.compiled_regex.match(self.value.value) else: match = None if match and match.groupdict(): self._value.append(match.groupdict()) else: self._value.append(self.value.value) def OnClearVar(self): if "Filldown" not in self.value.OptionNames(): self._value = [] def OnClearAllVar(self): self._value = [] def OnSaveRecord(self): self.value.value = list(self._value) class TextFSMValue(object): """A TextFSM value. A value has syntax like: 'Value Filldown,Required helloworld (.*)' Where 'Value' is a keyword. 'Filldown' and 'Required' are options. 'helloworld' is the value name. '(.*) is the regular expression to match in the input data. Attributes: compiled_regex: (regexp), Compiled regex for nested matching of List values. max_name_len: (int), maximum character length os a variable name. name: (str), Name of the value. options: (list), A list of current Value Options. regex: (str), Regex which the value is matched on. template: (str), regexp with named groups added. fsm: A TextFSMBase(), the containing FSM. value: (str), the current value. """ def __init__(self, fsm=None, max_name_len=48, options_class=None): """Initialise a new TextFSMValue.""" self.max_name_len = max_name_len self.name = None self.options = [] self.regex = None self.value = None self.fsm = fsm self._options_cls = options_class def AssignVar(self, value): """Assign a value to this Value.""" self.value = value _ = [option.OnAssignVar() for option in self.options] def ClearVar(self): """Clear this Value.""" self.value = None _ = [option.OnClearVar() for option in self.options] def ClearAllVar(self): """Clear this Value.""" self.value = None _ = [option.OnClearAllVar() for option in self.options] def Header(self): """Fetch the header name of this Value.""" _ = [option.OnGetValue() for option in self.options] return self.name def OptionNames(self): """Returns a list of option names for this Value.""" return [option.name for option in self.options] def Parse(self, value): """Parse a 'Value' declaration. Args: value: String line from a template file, must begin with 'Value '. Raises: TextFSMTemplateError: Value declaration contains an error. """ value_line = value.split(" ") if len(value_line) < 3: raise TextFSMTemplateError("Expect at least 3 tokens on line.") if not value_line[2].startswith("("): options = value_line[1] for option in options.split(","): self._AddOption(option) _ = [option.OnCreateOptions() for option in self.options] self.name = value_line[2] self.regex = " ".join(value_line[3:]) else: self.name = value_line[1] self.regex = " ".join(value_line[2:]) if len(self.name) > self.max_name_len: raise TextFSMTemplateError( "Invalid Value name '%s' or name too long." % self.name ) if self.regex[0] != "(" or self.regex[-1] != ")" or self.regex[-2] == "\\": raise TextFSMTemplateError( "Value '%s' must be contained within a '()' pair." % self.regex ) try: compiled_regex = re.compile(self.regex) except re.error as e: raise TextFSMTemplateError(str(e)) self.template = re.sub(r"^\(", "(?P<%s>" % self.name, self.regex) if any([isinstance(x, TextFSMOptions.List) for x in self.options]): self.compiled_regex = compiled_regex def _AddOption(self, name): """Add an option to this Value. Args: name: (str), the name of the Option to add. Raises: TextFSMTemplateError: If option is already present or the option does not exist. """ if name in [option.name for option in self.options]: raise TextFSMTemplateError('Duplicate option "%s"' % name) try: option = self._options_cls.GetOption(name)(self) except AttributeError: raise TextFSMTemplateError('Unknown option "%s"' % name) self.options.append(option) def OnSaveRecord(self): """Called just prior to a record being committed.""" _ = [option.OnSaveRecord() for option in self.options] def __str__(self): """Prints out the FSM Value, mimic the input file.""" if self.options: return "Value %s %s %s" % ( ",".join(self.OptionNames()), self.name, self.regex, ) else: return "Value %s %s" % (self.name, self.regex) class CopyableRegexObject(object): """Like a re.RegexObject, but can be copied.""" def __init__(self, pattern): self.pattern = pattern self.regex = re.compile(pattern) def match(self, *args, **kwargs): return self.regex.match(*args, **kwargs) def sub(self, *args, **kwargs): return self.regex.sub(*args, **kwargs) def __copy__(self): return CopyableRegexObject(self.pattern) def __deepcopy__(self, unused_memo): return self.__copy__() class TextFSMRule(object): """A rule in each FSM state. A value has syntax like: ^<regexp> -> Next.Record State2 Where '<regexp>' is a regular expression. 'Next' is a Line operator. 'Record' is a Record operator. 'State2' is the next State. Attributes: match: Regex to match this rule. regex: match after template substitution. line_op: Operator on input line on match. record_op: Operator on output record on match. new_state: Label to jump to on action regex_obj: Compiled regex for which the rule matches. line_num: Integer row number of Value. """ MATCH_ACTION = re.compile(r"(?P<match>.*)(\s->(?P<action>.*))") LINE_OP = ("Continue", "Next", "Error") RECORD_OP = ("Clear", "Clearall", "Record", "NoRecord") LINE_OP_RE = "(?P<ln_op>%s)" % "|".join(LINE_OP) RECORD_OP_RE = "(?P<rec_op>%s)" % "|".join(RECORD_OP) OPERATOR_RE = r"(%s(\.%s)?)" % (LINE_OP_RE, RECORD_OP_RE) NEWSTATE_RE = r"(?P<new_state>\w+|\".*\")" ACTION_RE = re.compile(r"\s+%s(\s+%s)?$" % (OPERATOR_RE, NEWSTATE_RE)) ACTION2_RE = re.compile(r"\s+%s(\s+%s)?$" % (RECORD_OP_RE, NEWSTATE_RE)) ACTION3_RE = re.compile(r"(\s+%s)?$" % (NEWSTATE_RE)) def __init__(self, line, line_num=-1, var_map=None): """Initialise a new rule object. Args: line: (str), a template rule line to parse. line_num: (int), Optional line reference included in error reporting. var_map: Map for template (${var}) substitutions. Raises: TextFSMTemplateError: If 'line' is not a valid format for a Value entry. """ self.match = "" self.regex = "" self.regex_obj = None self.line_op = "" # Equivalent to 'Next'. self.record_op = "" # Equivalent to 'NoRecord'. self.new_state = "" # Equivalent to current state. self.line_num = line_num line = line.strip() if not line: raise TextFSMTemplateError("Null data in FSMRule. Line: %s" % self.line_num) match_action = self.MATCH_ACTION.match(line) if match_action: self.match = match_action.group("match") else: self.match = line self.regex = self.match if var_map: try: self.regex = string.Template(self.match).substitute(var_map) except (ValueError, KeyError): raise TextFSMTemplateError( "Duplicate or invalid variable substitution: '%s'. Line: %s." % (self.match, self.line_num) ) try: self.regex_obj = CopyableRegexObject(self.regex) except re.error: raise TextFSMTemplateError( "Invalid regular expression: '%s'. Line: %s." % (self.regex, self.line_num) ) if not match_action: return action_re = self.ACTION_RE.match(match_action.group("action")) if not action_re: action_re = self.ACTION2_RE.match(match_action.group("action")) if not action_re: action_re = self.ACTION3_RE.match(match_action.group("action")) if not action_re: raise TextFSMTemplateError( "Badly formatted rule '%s'. Line: %s." % (line, self.line_num) ) if "ln_op" in action_re.groupdict() and action_re.group("ln_op"): self.line_op = action_re.group("ln_op") if "rec_op" in action_re.groupdict() and action_re.group("rec_op"): self.record_op = action_re.group("rec_op") if "new_state" in action_re.groupdict() and action_re.group("new_state"): self.new_state = action_re.group("new_state") if self.line_op == "Continue" and self.new_state: raise TextFSMTemplateError( "Action '%s' with new state %s specified. Line: %s." % (self.line_op, self.new_state, self.line_num) ) if self.line_op != "Error" and self.new_state: if not re.match(r"\w+", self.new_state): raise TextFSMTemplateError( "Alphanumeric characters only in state names. Line: %s." % (self.line_num) ) def __str__(self): """Prints out the FSM Rule, mimic the input file.""" operation = "" if self.line_op and self.record_op: operation = "." operation = "%s%s%s" % (self.line_op, operation, self.record_op) if operation and self.new_state: new_state = " " + self.new_state else: new_state = self.new_state if not (operation or new_state): return " %s" % self.match return " %s -> %s%s" % (self.match, operation, new_state) class TextFSM(object): """Parses template and creates Finite State Machine (FSM). Attributes: states: (str), Dictionary of FSMState objects. values: (str), List of FSMVariables. value_map: (map), For substituting values for names in the expressions. header: Ordered list of values. state_list: Ordered list of valid states. """ MAX_NAME_LEN = 48 comment_regex = re.compile(r"^\s*#") state_name_re = re.compile(r"^(\w+)$") _DEFAULT_OPTIONS = TextFSMOptions def __init__(self, template, options_class=_DEFAULT_OPTIONS): """Initialises and also parses the template file.""" self._options_cls = options_class self.states = {} self.state_list = [] self.values = [] self.value_map = {} self._line_num = 0 self._cur_state = None self._cur_state_name = None try: self._Parse(template) finally: template.seek(0) self.Reset() def __str__(self): """Returns the FSM template, mimicing the input file.""" result = "\n".join([str(value) for value in self.values]) result += "\n" for state in self.state_list: result += "\n%s\n" % state state_rules = "\n".join([str(rule) for rule in self.states[state]]) if state_rules: result += state_rules + "\n" return result def Reset(self): """Preserves FSM but resets starting state and current record.""" self._cur_state = self.states["Start"] self._cur_state_name = "Start" self._result = [] self._ClearAllRecord() @property def header(self): """Returns header.""" return self._GetHeader() def _GetHeader(self): """Returns header.""" header = [] for value in self.values: try: header.append(value.Header()) except SkipValue: continue return header def _GetValue(self, name): """Returns the TextFSMValue object natching the requested name.""" for value in self.values: if value.name == name: return value def _AppendRecord(self): """Adds current record to result if well formed.""" if not self.values: return cur_record = [] for value in self.values: try: value.OnSaveRecord() except SkipRecord: self._ClearRecord() return except SkipValue: continue cur_record.append(value.value) if len(cur_record) == (cur_record.count(None) + cur_record.count([])): return while None in cur_record: cur_record[cur_record.index(None)] = "" self._result.append(cur_record) self._ClearRecord() def _Parse(self, template): """Parses template file for FSM structure. Args: template: Valid template file. Raises: TextFSMTemplateError: If template file syntax is invalid. """ if not template: raise TextFSMTemplateError("Null template.") self._ParseFSMVariables(template) while self._ParseFSMState(template): pass self._ValidateFSM() def _ParseFSMVariables(self, template): """Extracts Variables from start of template file. Values are expected as a contiguous block at the head of the file. These will be line separated from the State definitions that follow. Args: template: Valid template file, with Value definitions at the top. Raises: TextFSMTemplateError: If syntax or semantic errors are found. """ self.values = [] for line in template: self._line_num += 1 line = line.rstrip() if not line: return if not isinstance(line, six.string_types): line = line.decode("utf-8") if self.comment_regex.match(line): continue if line.startswith("Value "): try: value = TextFSMValue( fsm=self, max_name_len=self.MAX_NAME_LEN, options_class=self._options_cls, ) value.Parse(line) except TextFSMTemplateError as error: raise TextFSMTemplateError("%s Line %s." % (error, self._line_num)) if value.name in self.header: raise TextFSMTemplateError( "Duplicate declarations for Value '%s'. Line: %s." % (value.name, self._line_num) ) try: self._ValidateOptions(value) except TextFSMTemplateError as error: raise TextFSMTemplateError("%s Line %s." % (error, self._line_num)) self.values.append(value) self.value_map[value.name] = value.template elif not self.values: raise TextFSMTemplateError("No Value definitions found.") else: raise TextFSMTemplateError( "Expected blank line after last Value entry. Line: %s." % (self._line_num) ) def _ValidateOptions(self, value): """Checks that combination of Options is valid.""" pass def _ParseFSMState(self, template): """Extracts State and associated Rules from body of template file. After the Value definitions the remainder of the template is state definitions. The routine is expected to be called iteratively until no more states remain - indicated by returning None. The routine checks that the state names are a well formed string, do not clash with reserved names and are unique. Args: template: Valid template file after Value definitions have already been read. Returns: Name of the state parsed from file. None otherwise. Raises: TextFSMTemplateError: If any state definitions are invalid. """ if not template: return state_name = "" for line in template: self._line_num += 1 line = line.rstrip() if not isinstance(line, six.string_types): line = line.decode("utf-8") if line and not self.comment_regex.match(line): if ( not self.state_name_re.match(line) or len(line) > self.MAX_NAME_LEN or line in TextFSMRule.LINE_OP or line in TextFSMRule.RECORD_OP ): raise TextFSMTemplateError( "Invalid state name: '%s'. Line: %s" % (line, self._line_num) ) state_name = line if state_name in self.states: raise TextFSMTemplateError( "Duplicate state name: '%s'. Line: %s" % (line, self._line_num) ) self.states[state_name] = [] self.state_list.append(state_name) break for line in template: self._line_num += 1 line = line.rstrip() if not line: break if not isinstance(line, six.string_types): line = line.decode("utf-8") if self.comment_regex.match(line): continue if not line.startswith((" ^", " ^", "\t^")): raise TextFSMTemplateError( "Missing white space or carat ('^') before rule. Line: %s" % self._line_num ) self.states[state_name].append( TextFSMRule(line, self._line_num, self.value_map) ) return state_name def _ValidateFSM(self): """Checks state names and destinations for validity. Each destination state must exist, be a valid name and not be a reserved name. There must be a 'Start' state and if 'EOF' or 'End' states are specified, they must be empty. Returns: True if FSM is valid. Raises: TextFSMTemplateError: If any state definitions are invalid. """ if "Start" not in self.states: raise TextFSMTemplateError("Missing state 'Start'.") if self.states.get("End"): raise TextFSMTemplateError("Non-Empty 'End' state.") if self.states.get("EOF"): raise TextFSMTemplateError("Non-Empty 'EOF' state.") if "End" in self.states: del self.states["End"] self.state_list.remove("End") for state in self.states: for rule in self.states[state]: if rule.line_op == "Error": continue if not rule.new_state or rule.new_state in ("End", "EOF"): continue if rule.new_state not in self.states: raise TextFSMTemplateError( "State '%s' not found, referenced in state '%s'" % (rule.new_state, state) ) return True def ParseText(self, text, eof=True): """Passes CLI output through FSM and returns list of tuples. First tuple is the header, every subsequent tuple is a row. Args: text: (str), Text to parse with embedded newlines. eof: (boolean), Set to False if we are parsing only part of the file. Suppresses triggering EOF state. Raises: TextFSMError: An error occurred within the FSM. Returns: List of Lists. """ lines = [] if text: lines = text.splitlines() for line in lines: self._CheckLine(line) if self._cur_state_name in ("End", "EOF"): break if self._cur_state_name != "End" and "EOF" not in self.states and eof: self._AppendRecord() return self._result def ParseTextToDicts(self, *args, **kwargs): """Calls ParseText and turns the result into list of dicts. List items are dicts of rows, dict key is column header and value is column value. Args: text: (str), Text to parse with embedded newlines. eof: (boolean), Set to False if we are parsing only part of the file. Suppresses triggering EOF state. Raises: TextFSMError: An error occurred within the FSM. Returns: List of dicts. """ result_lists = self.ParseText(*args, **kwargs) result_dicts = [] for row in result_lists: result_dicts.append(dict(zip(self.header, row))) return result_dicts def _CheckLine(self, line): """Passes the line through each rule until a match is made. Args: line: A string, the current input line. """ for rule in self._cur_state: matched = self._CheckRule(rule, line) if matched: for value in matched.groupdict(): self._AssignVar(matched, value) if self._Operations(rule, line): if rule.new_state: if rule.new_state not in ("End", "EOF"): self._cur_state = self.states[rule.new_state] self._cur_state_name = rule.new_state break def _CheckRule(self, rule, line): """Check a line against the given rule. This is a separate method so that it can be overridden by a debugging tool. Args: rule: A TextFSMRule(), the rule to check. line: A str, the line to check. Returns: A regex match object. """ return rule.regex_obj.match(line) def _AssignVar(self, matched, value): """Assigns variable into current record from a matched rule. If a record entry is a list then append, otherwise values are replaced. Args: matched: (regexp.match) Named group for each matched value. value: (str) The matched value. """ _value = self._GetValue(value) if _value is not None: _value.AssignVar(matched.group(value)) def _Operations(self, rule, line): """Operators on the data record. Operators come in two parts and are a '.' separated pair: Operators that effect the input line or the current state (line_op). 'Next' Get next input line and restart parsing (default). 'Continue' Keep current input line and continue resume parsing. 'Error' Unrecoverable input discard result and raise Error. Operators that affect the record being built for output (record_op). 'NoRecord' Does nothing (default) 'Record' Adds the current record to the result. 'Clear' Clears non-Filldown data from the record. 'Clearall' Clears all data from the record. Args: rule: FSMRule object. line: A string, the current input line. Returns: True if state machine should restart state with new line. Raises: TextFSMError: If Error state is encountered. """ if rule.record_op == "Record": self._AppendRecord() elif rule.record_op == "Clear": self._ClearRecord() elif rule.record_op == "Clearall": self._ClearAllRecord() if rule.line_op == "Error": if rule.new_state: raise TextFSMError( "Error: %s. Rule Line: %s. Input Line: %s." % (rule.new_state, rule.line_num, line) ) raise TextFSMError( "State Error raised. Rule Line: %s. Input Line: %s" % (rule.line_num, line) ) elif rule.line_op == "Continue": return False return True def _ClearRecord(self): """Remove non 'Filldown' record entries.""" _ = [value.ClearVar() for value in self.values] def _ClearAllRecord(self): """Remove all record entries.""" _ = [value.ClearAllVar() for value in self.values] def GetValuesByAttrib(self, attribute): """Returns the list of values that have a particular attribute.""" if attribute not in self._options_cls.ValidOptions(): raise ValueError("'%s': Not a valid attribute." % attribute) result = [] for value in self.values: if attribute in value.OptionNames(): result.append(value.name) return result def main(argv=None): """Validate text parsed with FSM or validate an FSM via command line.""" if argv is None: argv = sys.argv try: opts, args = getopt.getopt(argv[1:], "h", ["help"]) except getopt.error as msg: raise Usage(msg) for opt, _ in opts: if opt in ("-h", "--help"): print(__doc__) print(help_msg) return 0 if not args or len(args) > 4: raise Usage("Invalid arguments.") with open(args[0], "r") as template: fsm = TextFSM(template) print("FSM Template:\n%s\n" % fsm) if len(args) > 1: with open(args[1], "r") as f: cli_input = f.read() table = fsm.ParseText(cli_input) print("FSM Table:") result = str(fsm.header) + "\n" for line in table: result += str(line) + "\n" print(result, end="") if len(args) > 2: with open(args[2], "r") as f: ref_table = f.read() if ref_table != result: print("Data mis-match!") return 1 else: print("Data match!") if __name__ == "__main__": help_msg = "%s [--help] template [input_file [output_file]]\n" % sys.argv[0] try: sys.exit(main()) except Usage as err: print(err, file=sys.stderr) print("For help use --help", file=sys.stderr) sys.exit(2) except (IOError, TextFSMError, TextFSMTemplateError) as err: print(err, file=sys.stderr) sys.exit(2)
data/textfsm-1.1.3/textfsm/parser.py
16,013
9,028
362,878
LOAD_CONST '\nStates for managing zfs datasets\n\n:maintainer: Jorge Schrauwen <[email protected]>\n:maturity: new\n:depends: salt.utils.zfs, salt.modules.zfs\n:platform: smartos, illumos, solaris, freebsd, linux\n\n.. versionadded:: 2016.3.0\n.. versionchanged:: 2018.3.1\n Big refactor to remove duplicate code, better type conversions and improved\n consistency in output.\n\n.. code-block:: yaml\n\n test/shares/yuki:\n zfs.filesystem_present:\n - create_parent: true\n - properties:\n quota: 16G\n\n test/iscsi/haruhi:\n zfs.volume_present:\n - create_parent: true\n - volume_size: 16M\n - sparse: true\n - properties:\n readonly: on\n\n test/shares/yuki@frozen:\n zfs.snapshot_present\n\n moka_origin:\n zfs.hold_present:\n - snapshot: test/shares/yuki@frozen\n\n test/shares/moka:\n zfs.filesystem_present:\n - cloned_from: test/shares/yuki@frozen\n\n test/shares/moka@tsukune:\n zfs.snapshot_absent\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME salt.utils.odict IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST 'zfs' STORE_NAME __virtualname__ LOAD_CONST 'minute' LOAD_CONST 0 BUILD_MAP STORE_NAME comp_hour LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('minute', 'hour') BUILD_CONST_KEY_MAP STORE_NAME comp_day LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST ('minute', 'hour', 'day') BUILD_CONST_KEY_MAP STORE_NAME comp_month LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('minute', 'hour', 'day', 'month') BUILD_CONST_KEY_MAP STORE_NAME comp_year LOAD_CONST <code object __virtual__ at 0x7fab70078540, file "f.py", line 61> LOAD_CONST '__virtual__' MAKE_FUNCTION STORE_NAME __virtual__ LOAD_CONST (False, False) LOAD_CONST <code object _absent at 0x7fab70078780, file "f.py", line 70> LOAD_CONST '_absent' MAKE_FUNCTION STORE_NAME _absent LOAD_CONST (False, False) LOAD_CONST <code object filesystem_absent at 0x7fab70078390, file "f.py", line 120> LOAD_CONST 'filesystem_absent' MAKE_FUNCTION STORE_NAME filesystem_absent LOAD_CONST (False, False) LOAD_CONST <code object volume_absent at 0x7fab41decae0, file "f.py", line 149> LOAD_CONST 'volume_absent' MAKE_FUNCTION STORE_NAME volume_absent LOAD_CONST (False, False) LOAD_CONST <code object snapshot_absent at 0x7fab41dec0c0, file "f.py", line 178> LOAD_CONST 'snapshot_absent' MAKE_FUNCTION STORE_NAME snapshot_absent LOAD_CONST (False, False) LOAD_CONST <code object bookmark_absent at 0x7fab41dec540, file "f.py", line 202> LOAD_CONST 'bookmark_absent' MAKE_FUNCTION STORE_NAME bookmark_absent LOAD_CONST (False,) LOAD_CONST <code object hold_absent at 0x7fab41dec150, file "f.py", line 226> LOAD_CONST 'hold_absent' MAKE_FUNCTION STORE_NAME hold_absent LOAD_CONST (False,) LOAD_CONST <code object hold_present at 0x7fab41dec420, file "f.py", line 289> LOAD_CONST 'hold_present' MAKE_FUNCTION STORE_NAME hold_present LOAD_CONST (None, False, False, None) LOAD_CONST <code object _dataset_present at 0x7fab41dec780, file "f.py", line 344> LOAD_CONST '_dataset_present' MAKE_FUNCTION STORE_NAME _dataset_present LOAD_CONST (False, None, None) LOAD_CONST <code object filesystem_present at 0x7fab41decd20, file "f.py", line 523> LOAD_CONST 'filesystem_present' MAKE_FUNCTION STORE_NAME filesystem_present LOAD_CONST (False, False, None, None) LOAD_CONST <code object volume_present at 0x7fab41deced0, file "f.py", line 555> LOAD_CONST 'volume_present' MAKE_FUNCTION STORE_NAME volume_present LOAD_CONST <code object bookmark_present at 0x7fab4106c0c0, file "f.py", line 606> LOAD_CONST 'bookmark_present' MAKE_FUNCTION STORE_NAME bookmark_present LOAD_CONST (False, None) LOAD_CONST <code object snapshot_present at 0x7fab4106c8a0, file "f.py", line 654> LOAD_CONST 'snapshot_present' MAKE_FUNCTION STORE_NAME snapshot_present LOAD_CONST <code object promoted at 0x7fab4106cae0, file "f.py", line 706> LOAD_CONST 'promoted' MAKE_FUNCTION STORE_NAME promoted LOAD_CONST <code object _schedule_snapshot_retrieve at 0x7fab4106cf60, file "f.py", line 755> LOAD_CONST '_schedule_snapshot_retrieve' MAKE_FUNCTION STORE_NAME _schedule_snapshot_retrieve LOAD_CONST <code object _schedule_snapshot_prepare at 0x7fab4106c930, file "f.py", line 790> LOAD_CONST '_schedule_snapshot_prepare' MAKE_FUNCTION STORE_NAME _schedule_snapshot_prepare LOAD_CONST (True, None) LOAD_CONST <code object scheduled_snapshot at 0x7fab4106c420, file "f.py", line 845> LOAD_CONST 'scheduled_snapshot' MAKE_FUNCTION STORE_NAME scheduled_snapshot LOAD_CONST None RETURN_VALUE LOAD_GLOBAL __grains__ LOAD_METHOD get LOAD_CONST 'zfs_support' CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST (False, 'The zfs state cannot be loaded: zfs not supported') RETURN_VALUE LOAD_GLOBAL __virtualname__ RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST dataset_type LOAD_METHOD lower CALL_METHOD STORE_FAST dataset_type LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_absent::%s::config::force = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST force CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_absent::%s::config::recursive = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST recursive CALL_METHOD POP_TOP LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_FAST dataset_type BUILD_MAP CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.destroy' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_FAST force LOAD_FAST recursive LOAD_CONST ('force', 'recursive') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 116 LOAD_GLOBAL OrderedDict LOAD_CONST ('destroyed', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'destroyed' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST 'destroyed' LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_CONST '{} {} was destroyed' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_ABSOLUTE LOAD_CONST 'failed to destroy {} {}' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 220 LOAD_CONST '{} {} is absent' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_dataset' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name BUILD_MAP LOAD_CONST False LOAD_CONST 'invalid dataset name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret JUMP_FORWARD to 48 LOAD_GLOBAL _absent LOAD_FAST name LOAD_CONST 'filesystem' LOAD_FAST force LOAD_FAST recursive CALL_FUNCTION STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_dataset' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name BUILD_MAP LOAD_CONST False LOAD_CONST 'invalid dataset name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret JUMP_FORWARD to 48 LOAD_GLOBAL _absent LOAD_FAST name LOAD_CONST 'volume' LOAD_FAST force LOAD_FAST recursive CALL_FUNCTION STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name BUILD_MAP LOAD_CONST False LOAD_CONST 'invalid snapshot name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret JUMP_FORWARD to 48 LOAD_GLOBAL _absent LOAD_FAST name LOAD_CONST 'snapshot' LOAD_FAST force LOAD_FAST recursive CALL_FUNCTION STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_bookmark' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name BUILD_MAP LOAD_CONST False LOAD_CONST 'invalid bookmark name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret JUMP_FORWARD to 48 LOAD_GLOBAL _absent LOAD_FAST name LOAD_CONST 'bookmark' LOAD_FAST force LOAD_FAST recursive CALL_FUNCTION STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.hold_absent::%s::config::snapshot = %s' LOAD_FAST name LOAD_FAST snapshot CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.hold_absent::%s::config::recursive = %s' LOAD_FAST name LOAD_FAST recursive CALL_METHOD POP_TOP LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST snapshot CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid snapshot name: {}' LOAD_METHOD format LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_bookmark' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name LOAD_CONST 'error' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid tag name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.holds' BINARY_SUBSCR LOAD_FAST snapshot CALL_FUNCTION STORE_FAST holds LOAD_FAST name LOAD_FAST holds COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.release' BINARY_SUBSCR LOAD_FAST name LOAD_FAST snapshot BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 202 LOAD_GLOBAL OrderedDict LOAD_CONST ('released', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'released' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST snapshot LOAD_FAST name LOAD_CONST 'released' BUILD_MAP BUILD_MAP LOAD_FAST ret LOAD_CONST 'changes' STORE_SUBSCR LOAD_CONST 'hold {} released' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 290 LOAD_CONST 'failed to release hold {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 338 LOAD_CONST 'error' LOAD_FAST holds COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST holds LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 338 LOAD_CONST 'hold {} is absent' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.hold_present::%s::config::snapshot = %s' LOAD_FAST name LOAD_FAST snapshot CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.hold_present::%s::config::recursive = %s' LOAD_FAST name LOAD_FAST recursive CALL_METHOD POP_TOP LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST snapshot CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid snapshot name: {}' LOAD_METHOD format LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_bookmark' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name LOAD_CONST 'error' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid tag name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.holds' BINARY_SUBSCR LOAD_FAST snapshot CALL_FUNCTION STORE_FAST holds LOAD_FAST name LOAD_FAST holds COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'hold {} is present for {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 324 LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.hold' BINARY_SUBSCR LOAD_FAST name LOAD_FAST snapshot BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 218 LOAD_GLOBAL OrderedDict LOAD_CONST ('held', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'held' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict LOAD_FAST snapshot LOAD_GLOBAL OrderedDict LOAD_FAST name LOAD_CONST 'held' BUILD_TUPLE BUILD_LIST CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_FUNCTION LOAD_FAST ret LOAD_CONST 'changes' STORE_SUBSCR LOAD_CONST 'hold {} added to {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 324 LOAD_CONST 'failed to add hold {} to {}' LOAD_METHOD format LOAD_FAST name LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST dataset_type LOAD_CONST ('filesystem', 'volume') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 'filesystem' STORE_FAST dataset_type LOAD_FAST properties LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST properties LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.from_auto_dict' BINARY_SUBSCR LOAD_FAST properties CALL_FUNCTION STORE_FAST properties LOAD_FAST volume_size POP_JUMP_IF_FALSE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.from_size' BINARY_SUBSCR LOAD_FAST volume_size CALL_FUNCTION STORE_FAST volume_size LOAD_FAST properties LOAD_METHOD update LOAD_CONST 'volsize' LOAD_FAST volume_size BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST ',' LOAD_METHOD join LOAD_GLOBAL sorted LOAD_FAST properties LOAD_METHOD keys CALL_METHOD CALL_FUNCTION CALL_METHOD STORE_FAST propnames LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_present::%s::config::volume_size = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST volume_size CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_present::%s::config::sparse = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST sparse CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_present::%s::config::create_parent = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST create_parent CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_present::%s::config::cloned_from = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST cloned_from CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.%s_present::%s::config::properties = %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST properties CALL_METHOD POP_TOP LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_dataset' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid dataset name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_FAST cloned_from EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST cloned_from CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST '{} is not a snapshot' LOAD_METHOD format LOAD_FAST cloned_from CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_FAST dataset_type BUILD_MAP CALL_FUNCTION STORE_FAST exists LOAD_FAST exists EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST properties CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '{} {} is uptodate' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 954 LOAD_FAST exists EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST properties CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.get' BINARY_SUBSCR LOAD_FAST name LOAD_FAST propnames LOAD_FAST dataset_type LOAD_CONST 'value' LOAD_CONST 0 LOAD_CONST True LOAD_CONST ('properties', 'type', 'fields', 'depth', 'parsable') CALL_FUNCTION LOAD_METHOD get LOAD_FAST name LOAD_GLOBAL OrderedDict CALL_FUNCTION CALL_METHOD STORE_FAST properties_current BUILD_LIST STORE_FAST properties_update SETUP_LOOP to 458 LOAD_FAST properties GET_ITER FOR_ITER to 456 STORE_FAST prop LOAD_FAST prop LOAD_FAST properties_current COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'zfs.%s_present::%s::update - unknown property: %s' LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST prop CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST properties_current LOAD_FAST prop BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_FAST properties LOAD_FAST prop BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST properties_update LOAD_METHOD append LOAD_FAST prop CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 628 LOAD_FAST properties_update GET_ITER FOR_ITER to 626 STORE_FAST prop LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.set' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_FAST prop LOAD_FAST properties LOAD_FAST prop BINARY_SUBSCR BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 514 LOAD_GLOBAL OrderedDict LOAD_CONST ('set', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'set' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_FAST properties LOAD_FAST prop BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name BINARY_SUBSCR LOAD_FAST prop STORE_SUBSCR JUMP_FORWARD to 622 LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'The following properties were not updated:' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST '{} {}' LOAD_METHOD format LOAD_FAST ret LOAD_CONST 'comment' BINARY_SUBSCR LOAD_FAST prop CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '{} {} was updated' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 714 LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '{} {} is uptodate' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 714 LOAD_CONST '{} {} failed to be updated' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 954 LOAD_FAST exists EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST cloned_from EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'cloned' JUMP_FORWARD to 734 LOAD_CONST 'created' STORE_FAST mod_res_action LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict LOAD_FAST mod_res_action LOAD_CONST True BUILD_TUPLE BUILD_LIST CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 834 LOAD_FAST cloned_from EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST volume_size EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST volume_size LOAD_FAST properties LOAD_CONST 'volsize' STORE_SUBSCR LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.clone' BINARY_SUBSCR LOAD_FAST cloned_from LOAD_FAST name BUILD_TUPLE LOAD_FAST create_parent LOAD_FAST properties LOAD_CONST ('create_parent', 'properties') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 834 LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.create' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_FAST create_parent LOAD_FAST properties LOAD_FAST volume_size LOAD_FAST sparse LOAD_CONST ('create_parent', 'properties', 'volume_size', 'sparse') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_FAST mod_res_action BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res_action LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_FAST properties EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_CONST '{} {} was {}' LOAD_METHOD format LOAD_FAST dataset_type LOAD_FAST name LOAD_FAST mod_res_action CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 954 LOAD_CONST 'failed to {} {} {}' LOAD_METHOD format LOAD_FAST mod_res_action LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST dataset_type LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _dataset_present LOAD_CONST 'filesystem' LOAD_FAST name LOAD_FAST properties LOAD_FAST create_parent LOAD_FAST cloned_from LOAD_CONST ('create_parent', 'cloned_from') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _dataset_present LOAD_CONST 'volume' LOAD_FAST name LOAD_FAST properties LOAD_FAST volume_size LOAD_FAST sparse LOAD_FAST create_parent LOAD_FAST cloned_from LOAD_CONST ('sparse', 'create_parent', 'cloned_from') CALL_FUNCTION RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.bookmark_present::%s::config::snapshot = %s' LOAD_FAST name LOAD_FAST snapshot CALL_METHOD POP_TOP LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST snapshot CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid snapshot name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_CONST '#' LOAD_FAST name COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST '/' LOAD_FAST name COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST '{}#{}' LOAD_METHOD format LOAD_FAST snapshot LOAD_CONST None LOAD_FAST snapshot LOAD_METHOD index LOAD_CONST '@' CALL_METHOD BUILD_SLICE BINARY_SUBSCR LOAD_FAST name CALL_METHOD STORE_FAST name LOAD_FAST name LOAD_FAST ret LOAD_CONST 'name' STORE_SUBSCR LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_bookmark' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid bookmark name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_CONST 'bookmark' BUILD_MAP CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.bookmark' BINARY_SUBSCR LOAD_FAST snapshot LOAD_FAST name CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 210 LOAD_GLOBAL OrderedDict LOAD_CONST ('bookmarked', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'bookmarked' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST snapshot LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_CONST '{} bookmarked as {}' LOAD_METHOD format LOAD_FAST snapshot LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 298 LOAD_CONST 'failed to bookmark {}' LOAD_METHOD format LOAD_FAST snapshot CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 308 LOAD_CONST 'bookmark is present' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.snapshot_present::%s::config::recursive = %s' LOAD_FAST name LOAD_FAST recursive CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.snapshot_present::%s::config::properties = %s' LOAD_FAST name LOAD_FAST properties CALL_METHOD POP_TOP LOAD_FAST properties POP_JUMP_IF_FALSE LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.from_auto_dict' BINARY_SUBSCR LOAD_FAST properties CALL_FUNCTION STORE_FAST properties LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_snapshot' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid snapshot name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_CONST 'snapshot' BUILD_MAP CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.snapshot' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_FAST recursive LOAD_FAST properties LOAD_CONST ('recursive', 'properties') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 160 LOAD_GLOBAL OrderedDict LOAD_CONST ('snapshotted', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'snapshotted' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST 'snapshotted' LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_FAST properties POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_CONST 'snapshot {} was created' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 260 LOAD_CONST 'failed to create snapshot {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 270 LOAD_CONST 'snapshot is present' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_dataset' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid dataset name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_CONST 'filesystem,volume' BUILD_MAP CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'dataset {} does not exist' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 268 LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.get' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'origin' LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('properties', 'fields', 'parsable') BUILD_CONST_KEY_MAP CALL_FUNCTION LOAD_FAST name BINARY_SUBSCR LOAD_CONST 'origin' BINARY_SUBSCR LOAD_CONST 'value' BINARY_SUBSCR LOAD_CONST '-' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '{} already promoted' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 268 LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.promote' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 184 LOAD_GLOBAL OrderedDict LOAD_CONST ('promoted', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'promoted' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST 'promoted' LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_CONST '{} promoted' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 268 LOAD_CONST 'failed to promote {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'error' LOAD_FAST mod_res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_res LOAD_CONST 'error' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE SETUP_LOOP to 156 LOAD_GLOBAL sorted LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.list' BINARY_SUBSCR LOAD_FAST dataset BUILD_TUPLE LOAD_CONST True LOAD_CONST 1 LOAD_CONST 'snapshot' LOAD_CONST ('recursive', 'depth', 'type') BUILD_CONST_KEY_MAP CALL_FUNCTION LOAD_METHOD keys CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 154 STORE_FAST snap LOAD_FAST snap LOAD_FAST snap LOAD_METHOD index LOAD_CONST '@' CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST snap_name LOAD_FAST snap_name LOAD_METHOD startswith LOAD_CONST '{}-' LOAD_METHOD format LOAD_FAST prefix CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.holds' BINARY_SUBSCR LOAD_FAST snap CALL_FUNCTION STORE_FAST snap_holds LOAD_FAST snap_holds POP_JUMP_IF_TRUE LOAD_FAST snapshots LOAD_CONST '_prunable' BINARY_SUBSCR LOAD_METHOD append LOAD_FAST snap CALL_METHOD POP_TOP SETUP_LOOP to 152 LOAD_FAST snap_holds GET_ITER FOR_ITER to 150 STORE_FAST hold LOAD_FAST hold LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR LOAD_METHOD append LOAD_FAST snap CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST snapshots RETURN_VALUE LOAD_CONST '{dataset}@{prefix}-{timestamp}' LOAD_ATTR format LOAD_FAST dataset LOAD_FAST prefix LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD LOAD_METHOD strftime LOAD_CONST '%Y%m%d_%H%M%S' CALL_METHOD LOAD_CONST ('dataset', 'prefix', 'timestamp') CALL_FUNCTION STORE_FAST snapshot_create_name LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD LOAD_ATTR replace LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('second', 'microsecond') CALL_FUNCTION STORE_FAST timestamp_now BUILD_LIST LOAD_FAST snapshots LOAD_CONST '_create' BINARY_SUBSCR LOAD_FAST snapshot_create_name STORE_SUBSCR EXTENDED_ARG SETUP_LOOP to 330 LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 328 UNPACK_SEQUENCE STORE_FAST hold STORE_FAST hold_count LOAD_FAST hold_count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL datetime LOAD_METHOD strptime LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST '{}@{}-%Y%m%d_%H%M%S' LOAD_METHOD format LOAD_FAST dataset LOAD_FAST prefix CALL_METHOD CALL_METHOD LOAD_ATTR replace LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('second', 'microsecond') CALL_FUNCTION STORE_FAST timestamp LOAD_FAST hold LOAD_CONST 'minute' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST timestamp_now LOAD_FAST timestamp COMPARE_OP <= POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 308 LOAD_FAST hold LOAD_CONST 'hour' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST timestamp_now LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_hour CALL_FUNCTION LOAD_FAST timestamp LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_hour CALL_FUNCTION COMPARE_OP <= POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 308 LOAD_FAST hold LOAD_CONST 'day' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST timestamp_now LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_day CALL_FUNCTION LOAD_FAST timestamp LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_day CALL_FUNCTION COMPARE_OP <= POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 308 LOAD_FAST hold LOAD_CONST 'month' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST timestamp_now LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_month CALL_FUNCTION LOAD_FAST timestamp LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_month CALL_FUNCTION COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 308 LOAD_FAST hold LOAD_CONST 'year' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST timestamp_now LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_year CALL_FUNCTION LOAD_FAST timestamp LOAD_ATTR replace BUILD_TUPLE LOAD_GLOBAL comp_year CALL_FUNCTION COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST snapshots LOAD_CONST '_create' BINARY_SUBSCR LOAD_FAST snapshot_create_name BINARY_SUBSCR LOAD_METHOD append LOAD_FAST hold CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST snapshots RETURN_VALUE LOAD_FAST name BUILD_MAP LOAD_CONST True LOAD_CONST '' LOAD_CONST ('name', 'changes', 'result', 'comment') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_CONST 'minute' LOAD_CONST 'hour' LOAD_CONST 'day' LOAD_CONST 'month' LOAD_CONST 'year' BUILD_LIST STORE_FAST schedule_holds LOAD_GLOBAL OrderedDict LOAD_CONST '_create' LOAD_GLOBAL OrderedDict CALL_FUNCTION BUILD_TUPLE LOAD_CONST '_prunable' BUILD_LIST BUILD_TUPLE LOAD_CONST '_schedule' LOAD_GLOBAL OrderedDict CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_FUNCTION STORE_FAST snapshots LOAD_GLOBAL __utils__ LOAD_CONST 'zfs.is_dataset' BINARY_SUBSCR LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'invalid dataset name: {}' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.exists' BINARY_SUBSCR LOAD_FAST name BUILD_TUPLE LOAD_CONST 'type' LOAD_CONST 'filesystem,volume' BUILD_MAP CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'dataset {} does not exist' LOAD_METHOD format LOAD_FAST name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_FAST prefix POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST prefix CALL_FUNCTION LOAD_CONST 4 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST 'prefix ({}) must be at least 4 long' LOAD_METHOD format LOAD_FAST prefix CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 0 STORE_FAST total_count SETUP_LOOP to 292 LOAD_FAST schedule_holds GET_ITER FOR_ITER to 290 STORE_FAST hold BUILD_LIST LOAD_FAST snapshots LOAD_FAST hold STORE_SUBSCR LOAD_FAST hold LOAD_FAST schedule COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_FAST hold STORE_SUBSCR JUMP_FORWARD to 272 LOAD_GLOBAL isinstance LOAD_FAST schedule LOAD_FAST hold BINARY_SUBSCR LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST schedule LOAD_FAST hold BINARY_SUBSCR LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_FAST hold STORE_SUBSCR JUMP_FORWARD to 272 LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'schedule value for {} is not an integer' LOAD_METHOD format LOAD_FAST hold CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR BREAK_LOOP LOAD_FAST total_count LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_FAST hold BINARY_SUBSCR INPLACE_ADD STORE_FAST total_count JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST total_count LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'schedule is not valid, you need to keep atleast 1 snapshot' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _schedule_snapshot_retrieve LOAD_FAST name LOAD_FAST prefix LOAD_FAST snapshots CALL_FUNCTION STORE_FAST snapshots LOAD_GLOBAL _schedule_snapshot_prepare LOAD_FAST name LOAD_FAST prefix LOAD_FAST snapshots CALL_FUNCTION STORE_FAST snapshots LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.scheduled_snapshot::%s::config::recursive = %s' LOAD_FAST name LOAD_FAST recursive CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.scheduled_snapshot::%s::config::prefix = %s' LOAD_FAST name LOAD_FAST prefix CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'zfs.scheduled_snapshot::%s::snapshots = %s' LOAD_FAST name LOAD_FAST snapshots CALL_METHOD POP_TOP EXTENDED_ARG SETUP_LOOP to 698 LOAD_FAST snapshots LOAD_CONST '_create' BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 696 UNPACK_SEQUENCE STORE_FAST snapshot_name STORE_FAST snapshot_holds LOAD_FAST snapshot_holds EXTENDED_ARG POP_JUMP_IF_TRUE EXTENDED_ARG JUMP_ABSOLUTE LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.snapshot' BINARY_SUBSCR LOAD_FAST snapshot_name BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 486 LOAD_GLOBAL OrderedDict LOAD_CONST ('snapshotted', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'snapshotted' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'error creating snapshot ({})' LOAD_METHOD format LOAD_FAST snapshot_name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR JUMP_FORWARD to 630 SETUP_LOOP to 630 LOAD_FAST snapshot_holds GET_ITER FOR_ITER to 628 STORE_FAST hold LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.hold' BINARY_SUBSCR LOAD_FAST hold LOAD_FAST snapshot_name BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 574 LOAD_GLOBAL OrderedDict LOAD_CONST ('held', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'held' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'error adding hold ({}) to snapshot ({})' LOAD_METHOD format LOAD_FAST hold LOAD_FAST snapshot_name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR BREAK_LOOP LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR LOAD_METHOD append LOAD_FAST snapshot_name CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'scheduled snapshots updated' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_CONST 'created' LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'created' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'created' BINARY_SUBSCR LOAD_METHOD append LOAD_FAST snapshot_name CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 882 LOAD_FAST snapshots LOAD_CONST '_schedule' BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 880 UNPACK_SEQUENCE STORE_FAST hold STORE_FAST hold_count SETUP_LOOP to 876 LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR CALL_FUNCTION LOAD_FAST hold_count COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST snapshots LOAD_FAST hold BINARY_SUBSCR LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD STORE_FAST snapshot_name LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.release' BINARY_SUBSCR LOAD_FAST hold LOAD_FAST snapshot_name BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 808 LOAD_GLOBAL OrderedDict LOAD_CONST ('released', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'released' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'error adding hold ({}) to snapshot ({})' LOAD_METHOD format LOAD_FAST hold LOAD_FAST snapshot_name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.holds' BINARY_SUBSCR LOAD_FAST snapshot_name CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST snapshots LOAD_CONST '_prunable' BINARY_SUBSCR LOAD_METHOD append LOAD_FAST snapshot_name CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 978 LOAD_FAST snapshots LOAD_CONST '_prunable' BINARY_SUBSCR GET_ITER FOR_ITER to 976 STORE_FAST snapshot_name LOAD_GLOBAL __opts__ LOAD_CONST 'test' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'zfs.destroy' BINARY_SUBSCR LOAD_FAST snapshot_name BUILD_TUPLE LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP CALL_FUNCTION STORE_FAST mod_res JUMP_FORWARD to 938 LOAD_GLOBAL OrderedDict LOAD_CONST ('destroyed', True) BUILD_LIST CALL_FUNCTION STORE_FAST mod_res LOAD_FAST mod_res LOAD_CONST 'destroyed' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST ret LOAD_CONST 'result' STORE_SUBSCR LOAD_CONST 'error prunding snapshot ({1})' LOAD_METHOD format LOAD_FAST snapshot_name CALL_METHOD LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST snapshots LOAD_CONST '_prunable' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'scheduled snapshots updated' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST snapshots LOAD_CONST '_prunable' BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'pruned' STORE_SUBSCR LOAD_FAST ret LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ret LOAD_CONST 'changes' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'scheduled snapshots are up to date' LOAD_FAST ret LOAD_CONST 'comment' STORE_SUBSCR LOAD_FAST ret RETURN_VALUE
""" States for managing zfs datasets :maintainer: Jorge Schrauwen <[email protected]> :maturity: new :depends: salt.utils.zfs, salt.modules.zfs :platform: smartos, illumos, solaris, freebsd, linux .. versionadded:: 2016.3.0 .. versionchanged:: 2018.3.1 Big refactor to remove duplicate code, better type conversions and improved consistency in output. .. code-block:: yaml test/shares/yuki: zfs.filesystem_present: - create_parent: true - properties: quota: 16G test/iscsi/haruhi: zfs.volume_present: - create_parent: true - volume_size: 16M - sparse: true - properties: readonly: on test/shares/yuki@frozen: zfs.snapshot_present moka_origin: zfs.hold_present: - snapshot: test/shares/yuki@frozen test/shares/moka: zfs.filesystem_present: - cloned_from: test/shares/yuki@frozen test/shares/moka@tsukune: zfs.snapshot_absent """ import logging from datetime import datetime from salt.utils.odict import OrderedDict log = logging.getLogger(__name__) __virtualname__ = "zfs" comp_hour = {"minute": 0} comp_day = {"minute": 0, "hour": 0} comp_month = {"minute": 0, "hour": 0, "day": 1} comp_year = {"minute": 0, "hour": 0, "day": 1, "month": 1} def __virtual__(): """ Provides zfs state """ if not __grains__.get("zfs_support"): return False, "The zfs state cannot be loaded: zfs not supported" return __virtualname__ def _absent(name, dataset_type, force=False, recursive=False): """ internal shared function for *_absent name : string name of dataset dataset_type : string [filesystem, volume, snapshot, or bookmark] type of dataset to remove force : boolean try harder to destroy the dataset recursive : boolean also destroy all the child datasets """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} dataset_type = dataset_type.lower() log.debug("zfs.%s_absent::%s::config::force = %s", dataset_type, name, force) log.debug( "zfs.%s_absent::%s::config::recursive = %s", dataset_type, name, recursive ) if __salt__["zfs.exists"](name, **{"type": dataset_type}): if not __opts__["test"]: mod_res = __salt__["zfs.destroy"]( name, **{"force": force, "recursive": recursive} ) else: mod_res = OrderedDict([("destroyed", True)]) ret["result"] = mod_res["destroyed"] if ret["result"]: ret["changes"][name] = "destroyed" ret["comment"] = "{} {} was destroyed".format( dataset_type, name, ) else: ret["comment"] = "failed to destroy {} {}".format( dataset_type, name, ) if "error" in mod_res: ret["comment"] = mod_res["error"] else: ret["comment"] = "{} {} is absent".format(dataset_type, name) return ret def filesystem_absent(name, force=False, recursive=False): """ ensure filesystem is absent on the system name : string name of filesystem force : boolean try harder to destroy the dataset (zfs destroy -f) recursive : boolean also destroy all the child datasets (zfs destroy -r) .. warning:: If a volume with ``name`` exists, this state will succeed without destroying the volume specified by ``name``. This module is dataset type sensitive. """ if not __utils__["zfs.is_dataset"](name): ret = { "name": name, "changes": {}, "result": False, "comment": "invalid dataset name: {}".format(name), } else: ret = _absent(name, "filesystem", force, recursive) return ret def volume_absent(name, force=False, recursive=False): """ ensure volume is absent on the system name : string name of volume force : boolean try harder to destroy the dataset (zfs destroy -f) recursive : boolean also destroy all the child datasets (zfs destroy -r) .. warning:: If a filesystem with ``name`` exists, this state will succeed without destroying the filesystem specified by ``name``. This module is dataset type sensitive. """ if not __utils__["zfs.is_dataset"](name): ret = { "name": name, "changes": {}, "result": False, "comment": "invalid dataset name: {}".format(name), } else: ret = _absent(name, "volume", force, recursive) return ret def snapshot_absent(name, force=False, recursive=False): """ ensure snapshot is absent on the system name : string name of snapshot force : boolean try harder to destroy the dataset (zfs destroy -f) recursive : boolean also destroy all the child datasets (zfs destroy -r) """ if not __utils__["zfs.is_snapshot"](name): ret = { "name": name, "changes": {}, "result": False, "comment": "invalid snapshot name: {}".format(name), } else: ret = _absent(name, "snapshot", force, recursive) return ret def bookmark_absent(name, force=False, recursive=False): """ ensure bookmark is absent on the system name : string name of snapshot force : boolean try harder to destroy the dataset (zfs destroy -f) recursive : boolean also destroy all the child datasets (zfs destroy -r) """ if not __utils__["zfs.is_bookmark"](name): ret = { "name": name, "changes": {}, "result": False, "comment": "invalid bookmark name: {}".format(name), } else: ret = _absent(name, "bookmark", force, recursive) return ret def hold_absent(name, snapshot, recursive=False): """ ensure hold is absent on the system name : string name of hold snapshot : string name of snapshot recursive : boolean recursively releases a hold with the given tag on the snapshots of all descendent file systems. """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} log.debug("zfs.hold_absent::%s::config::snapshot = %s", name, snapshot) log.debug("zfs.hold_absent::%s::config::recursive = %s", name, recursive) if not __utils__["zfs.is_snapshot"](snapshot): ret["result"] = False ret["comment"] = "invalid snapshot name: {}".format(snapshot) return ret if ( __utils__["zfs.is_snapshot"](name) or __utils__["zfs.is_bookmark"](name) or name == "error" ): ret["result"] = False ret["comment"] = "invalid tag name: {}".format(name) return ret holds = __salt__["zfs.holds"](snapshot) if name in holds: if not __opts__["test"]: mod_res = __salt__["zfs.release"]( name, snapshot, **{"recursive": recursive} ) else: mod_res = OrderedDict([("released", True)]) ret["result"] = mod_res["released"] if ret["result"]: ret["changes"] = {snapshot: {name: "released"}} ret["comment"] = "hold {} released".format( name, ) else: ret["comment"] = "failed to release hold {}".format( name, ) if "error" in mod_res: ret["comment"] = mod_res["error"] elif "error" in holds: ret["result"] = False ret["comment"] = holds["error"] else: ret["comment"] = "hold {} is absent".format( name, ) return ret def hold_present(name, snapshot, recursive=False): """ ensure hold is present on the system name : string name of holdt snapshot : string name of snapshot recursive : boolean recursively add hold with the given tag on the snapshots of all descendent file systems. """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} log.debug("zfs.hold_present::%s::config::snapshot = %s", name, snapshot) log.debug("zfs.hold_present::%s::config::recursive = %s", name, recursive) if not __utils__["zfs.is_snapshot"](snapshot): ret["result"] = False ret["comment"] = "invalid snapshot name: {}".format(snapshot) return ret if ( __utils__["zfs.is_snapshot"](name) or __utils__["zfs.is_bookmark"](name) or name == "error" ): ret["result"] = False ret["comment"] = "invalid tag name: {}".format(name) return ret holds = __salt__["zfs.holds"](snapshot) if name in holds: ret["comment"] = "hold {} is present for {}".format( name, snapshot, ) else: if not __opts__["test"]: mod_res = __salt__["zfs.hold"](name, snapshot, **{"recursive": recursive}) else: mod_res = OrderedDict([("held", True)]) ret["result"] = mod_res["held"] if ret["result"]: ret["changes"] = OrderedDict([(snapshot, OrderedDict([(name, "held")]))]) ret["comment"] = "hold {} added to {}".format(name, snapshot) else: ret["comment"] = "failed to add hold {} to {}".format(name, snapshot) if "error" in mod_res: ret["comment"] = mod_res["error"] return ret def _dataset_present( dataset_type, name, properties, volume_size=None, sparse=False, create_parent=False, cloned_from=None, ): """ internal handler for filesystem_present/volume_present dataset_type : string volume or filesystem name : string name of volume volume_size : string size of volume sparse : boolean create sparse volume create_parent : boolean creates all the non-existing parent datasets. any property specified on the command line using the -o option is ignored. cloned_from : string name of snapshot to clone properties : dict additional zfs properties (-o) .. note:: ``cloned_from`` is only use if the volume does not exist yet, when ``cloned_from`` is set after the volume exists it will be ignored. .. note:: Properties do not get cloned, if you specify the properties in the state file they will be applied on a subsequent run. ``volume_size`` is considered a property, so the volume's size will be corrected when the properties get updated if it differs from the original volume. The sparse parameter is ignored when using ``cloned_from``. """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} if dataset_type not in ["filesystem", "volume"]: dataset_type = "filesystem" if properties is None: properties = {} properties = __utils__["zfs.from_auto_dict"](properties) if volume_size: volume_size = __utils__["zfs.from_size"](volume_size) properties.update({"volsize": volume_size}) propnames = ",".join(sorted(properties.keys())) log.debug( "zfs.%s_present::%s::config::volume_size = %s", dataset_type, name, volume_size ) log.debug("zfs.%s_present::%s::config::sparse = %s", dataset_type, name, sparse) log.debug( "zfs.%s_present::%s::config::create_parent = %s", dataset_type, name, create_parent, ) log.debug( "zfs.%s_present::%s::config::cloned_from = %s", dataset_type, name, cloned_from ) log.debug( "zfs.%s_present::%s::config::properties = %s", dataset_type, name, properties ) if not __utils__["zfs.is_dataset"](name): ret["result"] = False ret["comment"] = "invalid dataset name: {}".format(name) return ret if cloned_from and not __utils__["zfs.is_snapshot"](cloned_from): ret["result"] = False ret["comment"] = "{} is not a snapshot".format(cloned_from) return ret exists = __salt__["zfs.exists"](name, **{"type": dataset_type}) if exists and len(properties) == 0: ret["comment"] = "{} {} is uptodate".format(dataset_type, name) elif exists and len(properties) > 0: properties_current = __salt__["zfs.get"]( name, properties=propnames, type=dataset_type, fields="value", depth=0, parsable=True, ).get(name, OrderedDict()) properties_update = [] for prop in properties: if prop not in properties_current: log.warning( "zfs.%s_present::%s::update - unknown property: %s", dataset_type, name, prop, ) continue if properties_current[prop]["value"] != properties[prop]: properties_update.append(prop) for prop in properties_update: if not __opts__["test"]: mod_res = __salt__["zfs.set"](name, **{prop: properties[prop]}) else: mod_res = OrderedDict([("set", True)]) if mod_res["set"]: if name not in ret["changes"]: ret["changes"][name] = {} ret["changes"][name][prop] = properties[prop] else: ret["result"] = False if ret["comment"] == "": ret["comment"] = "The following properties were not updated:" ret["comment"] = "{} {}".format(ret["comment"], prop) if ret["result"] and name in ret["changes"]: ret["comment"] = "{} {} was updated".format(dataset_type, name) elif ret["result"]: ret["comment"] = "{} {} is uptodate".format(dataset_type, name) else: ret["comment"] = "{} {} failed to be updated".format(dataset_type, name) elif not exists: mod_res_action = "cloned" if cloned_from else "created" if __opts__["test"]: mod_res = OrderedDict([(mod_res_action, True)]) elif cloned_from: if volume_size: properties["volsize"] = volume_size mod_res = __salt__["zfs.clone"]( cloned_from, name, **{"create_parent": create_parent, "properties": properties} ) else: mod_res = __salt__["zfs.create"]( name, **{ "create_parent": create_parent, "properties": properties, "volume_size": volume_size, "sparse": sparse, } ) ret["result"] = mod_res[mod_res_action] if ret["result"]: ret["changes"][name] = mod_res_action if properties: ret["changes"][name] = properties ret["comment"] = "{} {} was {}".format( dataset_type, name, mod_res_action, ) else: ret["comment"] = "failed to {} {} {}".format( mod_res_action[:-1], dataset_type, name, ) if "error" in mod_res: ret["comment"] = mod_res["error"] return ret def filesystem_present(name, create_parent=False, properties=None, cloned_from=None): """ ensure filesystem exists and has properties set name : string name of filesystem create_parent : boolean creates all the non-existing parent datasets. any property specified on the command line using the -o option is ignored. cloned_from : string name of snapshot to clone properties : dict additional zfs properties (-o) .. note:: ``cloned_from`` is only use if the filesystem does not exist yet, when ``cloned_from`` is set after the filesystem exists it will be ignored. .. note:: Properties do not get cloned, if you specify the properties in the state file they will be applied on a subsequent run. """ return _dataset_present( "filesystem", name, properties, create_parent=create_parent, cloned_from=cloned_from, ) def volume_present( name, volume_size, sparse=False, create_parent=False, properties=None, cloned_from=None, ): """ ensure volume exists and has properties set name : string name of volume volume_size : string size of volume sparse : boolean create sparse volume create_parent : boolean creates all the non-existing parent datasets. any property specified on the command line using the -o option is ignored. cloned_from : string name of snapshot to clone properties : dict additional zfs properties (-o) .. note:: ``cloned_from`` is only use if the volume does not exist yet, when ``cloned_from`` is set after the volume exists it will be ignored. .. note:: Properties do not get cloned, if you specify the properties in the state file they will be applied on a subsequent run. ``volume_size`` is considered a property, so the volume's size will be corrected when the properties get updated if it differs from the original volume. The sparse parameter is ignored when using ``cloned_from``. """ return _dataset_present( "volume", name, properties, volume_size, sparse=sparse, create_parent=create_parent, cloned_from=cloned_from, ) def bookmark_present(name, snapshot): """ ensure bookmark exists name : string name of bookmark snapshot : string name of snapshot """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} log.debug("zfs.bookmark_present::%s::config::snapshot = %s", name, snapshot) if not __utils__["zfs.is_snapshot"](snapshot): ret["result"] = False ret["comment"] = "invalid snapshot name: {}".format(name) return ret if "#" not in name and "/" not in name: name = "{}#{}".format(snapshot[: snapshot.index("@")], name) ret["name"] = name if not __utils__["zfs.is_bookmark"](name): ret["result"] = False ret["comment"] = "invalid bookmark name: {}".format(name) return ret if not __salt__["zfs.exists"](name, **{"type": "bookmark"}): if not __opts__["test"]: mod_res = __salt__["zfs.bookmark"](snapshot, name) else: mod_res = OrderedDict([("bookmarked", True)]) ret["result"] = mod_res["bookmarked"] if ret["result"]: ret["changes"][name] = snapshot ret["comment"] = "{} bookmarked as {}".format(snapshot, name) else: ret["comment"] = "failed to bookmark {}".format(snapshot) if "error" in mod_res: ret["comment"] = mod_res["error"] else: ret["comment"] = "bookmark is present" return ret def snapshot_present(name, recursive=False, properties=None): """ ensure snapshot exists and has properties set name : string name of snapshot recursive : boolean recursively create snapshots of all descendent datasets properties : dict additional zfs properties (-o) .. note: Properties are only set at creation time """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} log.debug("zfs.snapshot_present::%s::config::recursive = %s", name, recursive) log.debug("zfs.snapshot_present::%s::config::properties = %s", name, properties) if properties: properties = __utils__["zfs.from_auto_dict"](properties) if not __utils__["zfs.is_snapshot"](name): ret["result"] = False ret["comment"] = "invalid snapshot name: {}".format(name) return ret if not __salt__["zfs.exists"](name, **{"type": "snapshot"}): if not __opts__["test"]: mod_res = __salt__["zfs.snapshot"]( name, **{"recursive": recursive, "properties": properties} ) else: mod_res = OrderedDict([("snapshotted", True)]) ret["result"] = mod_res["snapshotted"] if ret["result"]: ret["changes"][name] = "snapshotted" if properties: ret["changes"][name] = properties ret["comment"] = "snapshot {} was created".format(name) else: ret["comment"] = "failed to create snapshot {}".format(name) if "error" in mod_res: ret["comment"] = mod_res["error"] else: ret["comment"] = "snapshot is present" return ret def promoted(name): """ ensure a dataset is not a clone name : string name of fileset or volume .. warning:: only one dataset can be the origin, if you promote a clone the original will now point to the promoted dataset """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} if not __utils__["zfs.is_dataset"](name): ret["result"] = False ret["comment"] = "invalid dataset name: {}".format(name) return ret if not __salt__["zfs.exists"](name, **{"type": "filesystem,volume"}): ret["result"] = False ret["comment"] = "dataset {} does not exist".format(name) else: if ( __salt__["zfs.get"]( name, **{"properties": "origin", "fields": "value", "parsable": True} )[name]["origin"]["value"] == "-" ): ret["comment"] = "{} already promoted".format(name) else: if not __opts__["test"]: mod_res = __salt__["zfs.promote"](name) else: mod_res = OrderedDict([("promoted", True)]) ret["result"] = mod_res["promoted"] if ret["result"]: ret["changes"][name] = "promoted" ret["comment"] = "{} promoted".format(name) else: ret["comment"] = "failed to promote {}".format(name) if "error" in mod_res: ret["comment"] = mod_res["error"] return ret def _schedule_snapshot_retrieve(dataset, prefix, snapshots): """ Update snapshots dict with current snapshots dataset: string name of filesystem or volume prefix : string prefix for the snapshots e.g. 'test' will result in snapshots being named 'test-yyyymmdd_hhmm' snapshots : OrderedDict preseeded OrderedDict with configuration """ for snap in sorted( __salt__["zfs.list"]( dataset, **{"recursive": True, "depth": 1, "type": "snapshot"} ).keys() ): snap_name = snap[snap.index("@") + 1 :] if not snap_name.startswith("{}-".format(prefix)): continue snap_holds = __salt__["zfs.holds"](snap) if not snap_holds: snapshots["_prunable"].append(snap) for hold in snap_holds: if hold in snapshots["_schedule"].keys(): snapshots[hold].append(snap) return snapshots def _schedule_snapshot_prepare(dataset, prefix, snapshots): """ Update snapshots dict with info for a new snapshot dataset: string name of filesystem or volume prefix : string prefix for the snapshots e.g. 'test' will result in snapshots being named 'test-yyyymmdd_hhmm' snapshots : OrderedDict preseeded OrderedDict with configuration """ snapshot_create_name = "{dataset}@{prefix}-{timestamp}".format( dataset=dataset, prefix=prefix, timestamp=datetime.now().strftime("%Y%m%d_%H%M%S"), ) timestamp_now = datetime.now().replace(second=0, microsecond=0) snapshots["_create"][snapshot_create_name] = [] for hold, hold_count in snapshots["_schedule"].items(): if hold_count == 0: continue if snapshots[hold]: timestamp = datetime.strptime( snapshots[hold][-1], "{}@{}-%Y%m%d_%H%M%S".format(dataset, prefix), ).replace(second=0, microsecond=0) if hold == "minute" and timestamp_now <= timestamp: continue elif hold == "hour" and timestamp_now.replace( **comp_hour ) <= timestamp.replace(**comp_hour): continue elif hold == "day" and timestamp_now.replace( **comp_day ) <= timestamp.replace(**comp_day): continue elif hold == "month" and timestamp_now.replace( **comp_month ) <= timestamp.replace(**comp_month): continue elif hold == "year" and timestamp_now.replace( **comp_year ) <= timestamp.replace(**comp_year): continue snapshots["_create"][snapshot_create_name].append(hold) return snapshots def scheduled_snapshot(name, prefix, recursive=True, schedule=None): """ maintain a set of snapshots based on a schedule name : string name of filesystem or volume prefix : string prefix for the snapshots e.g. 'test' will result in snapshots being named 'test-yyyymmdd_hhmm' recursive : boolean create snapshots for all children also schedule : dict dict holding the schedule, the following keys are available (minute, hour, day, month, and year) by default all are set to 0 the value indicated the number of snapshots of that type to keep around. .. warning:: snapshots will only be created and pruned every time the state runs. a schedule must be setup to automatically run the state. this means that if you run the state daily the hourly snapshot will only be made once per day! .. versionchanged:: 2018.3.0 switched to localtime from gmtime so times now take into account timezones. """ ret = {"name": name, "changes": {}, "result": True, "comment": ""} schedule_holds = ["minute", "hour", "day", "month", "year"] snapshots = OrderedDict( [("_create", OrderedDict()), ("_prunable", []), ("_schedule", OrderedDict())] ) if not __utils__["zfs.is_dataset"](name): ret["result"] = False ret["comment"] = "invalid dataset name: {}".format(name) if not __salt__["zfs.exists"](name, **{"type": "filesystem,volume"}): ret["comment"] = "dataset {} does not exist".format(name) ret["result"] = False if not prefix or len(prefix) < 4: ret["comment"] = "prefix ({}) must be at least 4 long".format(prefix) ret["result"] = False total_count = 0 for hold in schedule_holds: snapshots[hold] = [] if hold not in schedule: snapshots["_schedule"][hold] = 0 elif isinstance(schedule[hold], int): snapshots["_schedule"][hold] = schedule[hold] else: ret["result"] = False ret["comment"] = "schedule value for {} is not an integer".format( hold, ) break total_count += snapshots["_schedule"][hold] if ret["result"] and total_count == 0: ret["result"] = False ret["comment"] = "schedule is not valid, you need to keep atleast 1 snapshot" if not ret["result"]: return ret snapshots = _schedule_snapshot_retrieve(name, prefix, snapshots) snapshots = _schedule_snapshot_prepare(name, prefix, snapshots) log.debug("zfs.scheduled_snapshot::%s::config::recursive = %s", name, recursive) log.debug("zfs.scheduled_snapshot::%s::config::prefix = %s", name, prefix) log.debug("zfs.scheduled_snapshot::%s::snapshots = %s", name, snapshots) for snapshot_name, snapshot_holds in snapshots["_create"].items(): if not snapshot_holds: continue if not __opts__["test"]: mod_res = __salt__["zfs.snapshot"]( snapshot_name, **{"recursive": recursive} ) else: mod_res = OrderedDict([("snapshotted", True)]) if not mod_res["snapshotted"]: ret["result"] = False ret["comment"] = "error creating snapshot ({})".format(snapshot_name) else: for hold in snapshot_holds: if not __opts__["test"]: mod_res = __salt__["zfs.hold"]( hold, snapshot_name, **{"recursive": recursive} ) else: mod_res = OrderedDict([("held", True)]) if not mod_res["held"]: ret["result"] = False ret["comment"] = "error adding hold ({}) to snapshot ({})".format( hold, snapshot_name, ) break snapshots[hold].append(snapshot_name) if ret["result"]: ret["comment"] = "scheduled snapshots updated" if "created" not in ret["changes"]: ret["changes"]["created"] = [] ret["changes"]["created"].append(snapshot_name) for hold, hold_count in snapshots["_schedule"].items(): while ret["result"] and len(snapshots[hold]) > hold_count: snapshot_name = snapshots[hold].pop(0) if not __opts__["test"]: mod_res = __salt__["zfs.release"]( hold, snapshot_name, **{"recursive": recursive} ) else: mod_res = OrderedDict([("released", True)]) if not mod_res["released"]: ret["result"] = False ret["comment"] = "error adding hold ({}) to snapshot ({})".format( hold, snapshot_name, ) if not __salt__["zfs.holds"](snapshot_name): snapshots["_prunable"].append(snapshot_name) for snapshot_name in snapshots["_prunable"]: if not __opts__["test"]: mod_res = __salt__["zfs.destroy"](snapshot_name, **{"recursive": recursive}) else: mod_res = OrderedDict([("destroyed", True)]) if not mod_res["destroyed"]: ret["result"] = False ret["comment"] = "error prunding snapshot ({1})".format( snapshot_name, ) break if ret["result"] and snapshots["_prunable"]: ret["comment"] = "scheduled snapshots updated" ret["changes"]["pruned"] = snapshots["_prunable"] if ret["result"] and not ret["changes"]: ret["comment"] = "scheduled snapshots are up to date" return ret
data/salt-3006.6/salt/states/zfs.py
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9,028
98,080
SETUP_ANNOTATIONS LOAD_CONST 0 LOAD_CONST ('ExitStack',) IMPORT_NAME contextlib IMPORT_FROM ExitStack STORE_NAME ExitStack POP_TOP LOAD_CONST 0 LOAD_CONST ('List', 'Optional') IMPORT_NAME typing IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME unittest.mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST ('Metric',) IMPORT_NAME ax.core.metric IMPORT_FROM Metric STORE_NAME Metric POP_TOP LOAD_CONST 0 LOAD_CONST ('ObservationData', 'ObservationFeatures') IMPORT_NAME ax.core.observation IMPORT_FROM ObservationData STORE_NAME ObservationData IMPORT_FROM ObservationFeatures STORE_NAME ObservationFeatures POP_TOP LOAD_CONST 0 LOAD_CONST ('MultiObjectiveOptimizationConfig',) IMPORT_NAME ax.core.optimization_config IMPORT_FROM MultiObjectiveOptimizationConfig STORE_NAME MultiObjectiveOptimizationConfig POP_TOP LOAD_CONST 0 LOAD_CONST ('ComparisonOp', 'ObjectiveThreshold', 'OutcomeConstraint') IMPORT_NAME ax.core.outcome_constraint IMPORT_FROM ComparisonOp STORE_NAME ComparisonOp IMPORT_FROM ObjectiveThreshold STORE_NAME ObjectiveThreshold IMPORT_FROM OutcomeConstraint STORE_NAME OutcomeConstraint POP_TOP LOAD_CONST 0 LOAD_CONST ('ParameterConstraint',) IMPORT_NAME ax.core.parameter_constraint IMPORT_FROM ParameterConstraint STORE_NAME ParameterConstraint POP_TOP LOAD_CONST 0 LOAD_CONST ('UnsupportedError',) IMPORT_NAME ax.exceptions.core IMPORT_FROM UnsupportedError STORE_NAME UnsupportedError POP_TOP LOAD_CONST 0 LOAD_CONST ('get_sobol',) IMPORT_NAME ax.modelbridge.factory IMPORT_FROM get_sobol STORE_NAME get_sobol POP_TOP LOAD_CONST 0 LOAD_CONST ('get_pareto_frontier_and_configs', 'observed_hypervolume', 'observed_pareto_frontier', 'pareto_frontier', 'predicted_hypervolume', 'predicted_pareto_frontier') IMPORT_NAME ax.modelbridge.modelbridge_utils IMPORT_FROM get_pareto_frontier_and_configs STORE_NAME get_pareto_frontier_and_configs IMPORT_FROM observed_hypervolume STORE_NAME observed_hypervolume IMPORT_FROM observed_pareto_frontier STORE_NAME observed_pareto_frontier IMPORT_FROM pareto_frontier STORE_NAME pareto_frontier IMPORT_FROM predicted_hypervolume STORE_NAME predicted_hypervolume IMPORT_FROM predicted_pareto_frontier STORE_NAME predicted_pareto_frontier POP_TOP LOAD_CONST 0 LOAD_CONST ('Cont_X_trans', 'ST_MTGP_trans', 'Y_trans') IMPORT_NAME ax.modelbridge.registry IMPORT_FROM Cont_X_trans STORE_NAME Cont_X_trans IMPORT_FROM ST_MTGP_trans STORE_NAME ST_MTGP_trans IMPORT_FROM Y_trans STORE_NAME Y_trans POP_TOP LOAD_CONST 0 LOAD_CONST ('TorchModelBridge',) IMPORT_NAME ax.modelbridge.torch IMPORT_FROM TorchModelBridge STORE_NAME TorchModelBridge POP_TOP LOAD_CONST 0 LOAD_CONST ('BoTorchModel',) IMPORT_NAME ax.models.torch.botorch_modular.model IMPORT_FROM BoTorchModel STORE_NAME BoTorchModel POP_TOP LOAD_CONST 0 LOAD_CONST ('MultiObjectiveBotorchModel',) IMPORT_NAME ax.models.torch.botorch_moo IMPORT_FROM MultiObjectiveBotorchModel STORE_NAME MultiObjectiveBotorchModel POP_TOP LOAD_CONST 0 LOAD_CONST ('infer_objective_thresholds', 'pareto_frontier_evaluator') IMPORT_NAME ax.models.torch.botorch_moo_defaults IMPORT_FROM infer_objective_thresholds STORE_NAME infer_objective_thresholds IMPORT_FROM pareto_frontier_evaluator STORE_NAME pareto_frontier_evaluator POP_TOP LOAD_CONST 0 LOAD_CONST ('exp_to_df',) IMPORT_NAME ax.service.utils.report_utils IMPORT_FROM exp_to_df STORE_NAME exp_to_df POP_TOP LOAD_CONST 0 LOAD_CONST ('TestCase',) IMPORT_NAME ax.utils.common.testutils IMPORT_FROM TestCase STORE_NAME TestCase POP_TOP LOAD_CONST 0 LOAD_CONST ('checked_cast', 'not_none') IMPORT_NAME ax.utils.common.typeutils IMPORT_FROM checked_cast STORE_NAME checked_cast IMPORT_FROM not_none STORE_NAME not_none POP_TOP LOAD_CONST 0 LOAD_CONST ('get_branin_data_multi_objective', 'get_branin_experiment_with_multi_objective', 'get_hierarchical_search_space', 'get_hss_trials_with_fixed_parameter', 'get_non_monolithic_branin_moo_data', 'TEST_SOBOL_SEED') IMPORT_NAME ax.utils.testing.core_stubs IMPORT_FROM get_branin_data_multi_objective STORE_NAME get_branin_data_multi_objective IMPORT_FROM get_branin_experiment_with_multi_objective STORE_NAME get_branin_experiment_with_multi_objective IMPORT_FROM get_hierarchical_search_space STORE_NAME get_hierarchical_search_space IMPORT_FROM get_hss_trials_with_fixed_parameter STORE_NAME get_hss_trials_with_fixed_parameter IMPORT_FROM get_non_monolithic_branin_moo_data STORE_NAME get_non_monolithic_branin_moo_data IMPORT_FROM TEST_SOBOL_SEED STORE_NAME TEST_SOBOL_SEED POP_TOP LOAD_CONST 0 LOAD_CONST ('fast_botorch_optimize',) IMPORT_NAME ax.utils.testing.mock IMPORT_FROM fast_botorch_optimize STORE_NAME fast_botorch_optimize POP_TOP LOAD_CONST 0 LOAD_CONST ('transform_1', 'transform_2') IMPORT_NAME ax.utils.testing.modeling_stubs IMPORT_FROM transform_1 STORE_NAME transform_1 IMPORT_FROM transform_2 STORE_NAME transform_2 POP_TOP LOAD_CONST 0 LOAD_CONST ('is_non_dominated',) IMPORT_NAME botorch.utils.multi_objective.pareto IMPORT_FROM is_non_dominated STORE_NAME is_non_dominated POP_TOP LOAD_NAME get_pareto_frontier_and_configs LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.pareto_frontier_evaluator' BUILD_STRING STORE_NAME PARETO_FRONTIER_EVALUATOR_PATH LOAD_NAME get_branin_experiment_with_multi_objective LOAD_ATTR __module__ STORE_NAME STUBS_PATH LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'STUBS_PATH' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object MultiObjectiveTorchModelBridgeTest at 0x7fab700134b0, file "f.py", line 55> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest' MAKE_FUNCTION LOAD_CONST 'MultiObjectiveTorchModelBridgeTest' LOAD_NAME TestCase CALL_FUNCTION STORE_NAME MultiObjectiveTorchModelBridgeTest LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MultiObjectiveTorchModelBridgeTest' STORE_NAME __qualname__ LOAD_NAME patch LOAD_NAME STUBS_PATH FORMAT_VALUE LOAD_CONST '.BraninMetric.is_available_while_running' BUILD_STRING LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_NAME fast_botorch_optimize LOAD_NAME Optional LOAD_NAME List LOAD_NAME OutcomeConstraint BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('outcome_constraints', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object helper_test_pareto_frontier at 0x7fab70013f60, file "f.py", line 56> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.helper_test_pareto_frontier' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME helper_test_pareto_frontier LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_pareto_frontier at 0x7fab70013810, file "f.py", line 221> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_pareto_frontier' MAKE_FUNCTION STORE_NAME test_pareto_frontier LOAD_NAME fast_botorch_optimize LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_pareto_frontier_and_configs_input_validation at 0x7fab700135d0, file "f.py", line 236> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_get_pareto_frontier_and_configs_input_validation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_pareto_frontier_and_configs_input_validation LOAD_NAME patch LOAD_NAME STUBS_PATH FORMAT_VALUE LOAD_CONST '.BraninMetric.is_available_while_running' BUILD_STRING LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_CONST (False,) LOAD_NAME bool LOAD_CONST None LOAD_CONST ('cuda', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_hypervolume at 0x7fab70013c00, file "f.py", line 328> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_hypervolume' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_hypervolume LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_hypervolume_cuda at 0x7fab70013420, file "f.py", line 432> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_hypervolume_cuda' MAKE_FUNCTION STORE_NAME test_hypervolume_cuda LOAD_NAME patch LOAD_NAME STUBS_PATH FORMAT_VALUE LOAD_CONST '.BraninMetric.is_available_while_running' BUILD_STRING LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_NAME fast_botorch_optimize LOAD_CONST (False,) LOAD_NAME bool LOAD_CONST None LOAD_CONST ('cuda', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_infer_objective_thresholds at 0x7fab700131e0, file "f.py", line 436> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_infer_objective_thresholds' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_infer_objective_thresholds LOAD_NAME fast_botorch_optimize LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_status_quo_for_non_monolithic_data at 0x7fab70013780, file "f.py", line 705> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_status_quo_for_non_monolithic_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_status_quo_for_non_monolithic_data LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_best_point at 0x7fab70013b70, file "f.py", line 728> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_best_point' MAKE_FUNCTION STORE_NAME test_best_point LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_CONST ('has_optimization_config', 'with_batch') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 48 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 46 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL not_none LOAD_FAST exp LOAD_ATTR optimization_config CALL_FUNCTION LOAD_ATTR metrics STORE_DEREF metrics_dict LOAD_CONST 5.0 STORE_DEREF objective_bound LOAD_CLOSURE metrics_dict LOAD_CLOSURE objective_bound BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab700136f0, file "f.py", line 78> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.helper_test_pareto_frontier.<locals>.<listcomp>' MAKE_FUNCTION LOAD_CONST 'ab' GET_ITER CALL_FUNCTION STORE_FAST objective_thresholds LOAD_GLOBAL isinstance LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL MultiObjectiveOptimizationConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST exp LOAD_ATTR optimization_config LOAD_ATTR clone_with_args LOAD_FAST objective_thresholds LOAD_FAST outcome_constraints LOAD_CONST ('objective_thresholds', 'outcome_constraints') CALL_FUNCTION LOAD_FAST exp STORE_ATTR optimization_config LOAD_FAST outcome_constraints LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST 3 JUMP_FORWARD to 128 LOAD_CONST 2 STORE_FAST n_outcomes LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_FAST n_outcomes LOAD_CONST ('trial_indices', 'num_objectives') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL transform_1 LOAD_GLOBAL transform_2 BUILD_LIST LOAD_FAST exp LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'experiment', 'data') CALL_FUNCTION STORE_FAST modelbridge LOAD_GLOBAL patch LOAD_GLOBAL PARETO_FRONTIER_EVALUATOR_PATH LOAD_GLOBAL pareto_frontier_evaluator LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 218 STORE_FAST wrapped_frontier_evaluator LOAD_GLOBAL observed_pareto_frontier LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_CONST ('modelbridge', 'objective_thresholds') CALL_FUNCTION STORE_FAST observed_frontier POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST wrapped_frontier_evaluator LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST wrapped_frontier_evaluator LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'X' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST observed_frontier CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST observed_frontier LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_name LOAD_CONST '0_0' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 316 POP_TOP LOAD_GLOBAL predicted_pareto_frontier LOAD_FAST modelbridge LOAD_FAST objective_thresholds BUILD_LIST LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL predicted_pareto_frontier LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_CONST None LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features') CALL_FUNCTION STORE_FAST predicted_frontier LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST predicted_frontier LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_name LOAD_CONST '0_0' CALL_METHOD POP_TOP LOAD_GLOBAL ObservationFeatures LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION LOAD_GLOBAL ObservationFeatures LOAD_CONST -2.0 LOAD_CONST 6.3 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION BUILD_LIST STORE_FAST observation_features LOAD_FAST outcome_constraints LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'branin_c' BUILD_LIST JUMP_FORWARD to 404 BUILD_LIST STORE_FAST extra_outcome LOAD_GLOBAL ObservationData LOAD_CONST 'branin_b' LOAD_CONST 'branin_a' BUILD_LIST LOAD_FAST extra_outcome BINARY_ADD LOAD_GLOBAL np LOAD_METHOD arange LOAD_CONST 1 LOAD_CONST 1 LOAD_FAST n_outcomes BINARY_ADD CALL_METHOD LOAD_GLOBAL np LOAD_METHOD eye LOAD_FAST n_outcomes CALL_METHOD LOAD_CONST ('metric_names', 'means', 'covariance') CALL_FUNCTION LOAD_GLOBAL ObservationData LOAD_CONST 'branin_a' LOAD_CONST 'branin_b' BUILD_LIST LOAD_FAST extra_outcome BINARY_ADD LOAD_GLOBAL np LOAD_METHOD arange LOAD_CONST 3 LOAD_CONST 3 LOAD_FAST n_outcomes BINARY_ADD CALL_METHOD LOAD_GLOBAL np LOAD_METHOD eye LOAD_FAST n_outcomes CALL_METHOD LOAD_CONST ('metric_names', 'means', 'covariance') CALL_FUNCTION BUILD_LIST STORE_FAST observation_data LOAD_GLOBAL isinstance LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL MultiObjectiveOptimizationConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL predicted_pareto_frontier LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_FAST observation_features LOAD_FAST exp LOAD_ATTR optimization_config LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features', 'optimization_config') CALL_FUNCTION STORE_FAST predicted_frontier LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL len LOAD_FAST predicted_frontier CALL_FUNCTION LOAD_CONST 2 COMPARE_OP <= CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST predicted_frontier LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_name LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL patch LOAD_GLOBAL PARETO_FRONTIER_EVALUATOR_PATH LOAD_GLOBAL pareto_frontier_evaluator LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 598 STORE_FAST wrapped_frontier_evaluator LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_FAST observation_features LOAD_FAST observation_data LOAD_CONST False LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features', 'observation_data', 'use_model_predictions') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST observed_frontier STORE_FAST f STORE_FAST obj_w STORE_FAST obj_t POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST wrapped_frontier_evaluator LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST f LOAD_ATTR shape LOAD_CONST 1 LOAD_FAST n_outcomes BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST obj_w LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR ones LOAD_CONST 2 LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION UNARY_NEGATIVE CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST obj_t LOAD_CONST None COMPARE_OP is not CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_GLOBAL not_none LOAD_FAST obj_t CALL_FUNCTION LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR full LOAD_CONST (2,) LOAD_CONST 5.0 LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL pareto_frontier LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_FAST observation_features LOAD_FAST observation_data LOAD_CONST False LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features', 'observation_data', 'use_model_predictions') CALL_FUNCTION STORE_FAST observed_frontier2 LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST observed_frontier LOAD_FAST observed_frontier2 CALL_METHOD POP_TOP BUILD_LIST LOAD_GLOBAL checked_cast LOAD_GLOBAL MultiObjectiveOptimizationConfig LOAD_FAST modelbridge LOAD_ATTR _optimization_config CALL_FUNCTION STORE_ATTR _objective_thresholds LOAD_GLOBAL patch LOAD_GLOBAL PARETO_FRONTIER_EVALUATOR_PATH LOAD_GLOBAL pareto_frontier_evaluator LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 816 STORE_FAST wrapped_frontier_evaluator LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_CONST None LOAD_FAST observation_features LOAD_FAST observation_data LOAD_CONST False LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features', 'observation_data', 'use_model_predictions') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST observed_frontier STORE_FAST f STORE_FAST obj_w STORE_FAST obj_t POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST wrapped_frontier_evaluator LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST wrapped_frontier_evaluator LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'X' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 2.0 LOAD_CONST 1.0 BUILD_LIST LOAD_CONST 3.0 LOAD_CONST 4.0 BUILD_LIST BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST true_Y LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST wrapped_frontier_evaluator LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'Y' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST true_Y CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_DEREF objective_bound LOAD_FAST f LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST true_Y LOAD_CONST 1 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST obj_t CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST letter LOAD_GLOBAL ObjectiveThreshold LOAD_DEREF metrics_dict LOAD_CONST 'branin_' LOAD_FAST letter FORMAT_VALUE BUILD_STRING BINARY_SUBSCR LOAD_DEREF objective_bound LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL OutcomeConstraint LOAD_GLOBAL Metric LOAD_CONST 'branin_c' LOAD_CONST ('name',) CALL_FUNCTION LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST 100.0 LOAD_CONST False LOAD_CONST ('bound', 'relative') CALL_FUNCTION STORE_FAST constraint SETUP_LOOP to 80 LOAD_CONST None LOAD_FAST constraint BUILD_LIST BUILD_LIST GET_ITER FOR_ITER to 78 STORE_FAST outcome_constraints LOAD_FAST self LOAD_ATTR subTest LOAD_FAST outcome_constraints LOAD_CONST ('outcome_constraints',) CALL_FUNCTION SETUP_WITH to 70 POP_TOP LOAD_FAST self LOAD_ATTR helper_test_pareto_frontier LOAD_FAST outcome_constraints LOAD_CONST ('outcome_constraints',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_CONST ('has_optimization_config', 'with_batch') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 48 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 46 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL not_none LOAD_FAST exp LOAD_ATTR optimization_config CALL_FUNCTION LOAD_ATTR metrics STORE_DEREF metrics_dict LOAD_CLOSURE metrics_dict BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab70013030, file "f.py", line 245> LOAD_CONST 'MultiObjectiveTorchModelBridgeTest.test_get_pareto_frontier_and_configs_input_validation.<locals>.<listcomp>' MAKE_FUNCTION LOAD_CONST 'ab' GET_ITER CALL_FUNCTION STORE_FAST objective_thresholds LOAD_GLOBAL isinstance LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL MultiObjectiveOptimizationConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST exp LOAD_ATTR optimization_config LOAD_ATTR clone_with_args LOAD_FAST objective_thresholds LOAD_CONST ('objective_thresholds',) CALL_FUNCTION LOAD_FAST exp STORE_ATTR optimization_config LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_CONST 2 LOAD_CONST ('trial_indices', 'num_objectives') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_FAST exp LOAD_ATTR search_space LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION BUILD_LIST LOAD_CONST ('experiment', 'search_space', 'data', 'model', 'transforms') CALL_FUNCTION STORE_FAST modelbridge LOAD_GLOBAL ObservationFeatures LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION LOAD_GLOBAL ObservationFeatures LOAD_CONST 1.0 LOAD_CONST 0.0 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION BUILD_LIST STORE_FAST observation_features LOAD_FAST self LOAD_ATTR assertWarns LOAD_GLOBAL Warning LOAD_CONST 'FYI: The default behavior of `get_pareto_frontier_and_configs` when `transform_outcomes_and_configs` is not specified has changed. Previously, the default was `transform_outcomes_and_configs=True`; now this argument is deprecated and behavior is as if `transform_outcomes_and_configs=False`. You did not specify `transform_outcomes_and_configs`, so this warning requires no action.' LOAD_CONST ('msg',) CALL_FUNCTION SETUP_WITH to 236 POP_TOP LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_FAST observation_features LOAD_CONST ('modelbridge', 'observation_features') CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 4 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL UnsupportedError CALL_METHOD SETUP_WITH to 272 POP_TOP LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_FAST observation_features LOAD_CONST True LOAD_CONST ('modelbridge', 'observation_features', 'transform_outcomes_and_configs') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR assertWarns LOAD_GLOBAL DeprecationWarning LOAD_CONST 'You passed `transform_outcomes_and_configs=False`. Specifying `transform_outcomes_and_configs` at all is deprecated because `False` is now the only allowed behavior. In the future, this will become an error.' LOAD_CONST ('msg',) CALL_FUNCTION SETUP_WITH to 328 POP_TOP LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_FAST observation_features LOAD_CONST False LOAD_CONST ('modelbridge', 'observation_features', 'transform_outcomes_and_configs') CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 4 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR assertWarns LOAD_GLOBAL Warning LOAD_CONST 'You provided `observation_data` when `use_model_predictions` is True; `observation_data` will not be used.' LOAD_CONST ('msg',) CALL_FUNCTION SETUP_WITH to 386 POP_TOP LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge LOAD_FAST observation_features LOAD_CONST True BUILD_LIST LOAD_CONST ('observation_features', 'use_model_predictions', 'observation_data') CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 4 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 422 POP_TOP LOAD_GLOBAL get_pareto_frontier_and_configs LOAD_FAST modelbridge BUILD_LIST LOAD_CONST False LOAD_CONST ('observation_features', 'use_model_predictions') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST letter LOAD_GLOBAL ObjectiveThreshold LOAD_DEREF metrics_dict LOAD_CONST 'branin_' LOAD_FAST letter FORMAT_VALUE BUILD_STRING BINARY_SUBSCR LOAD_CONST 5.0 LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 532 LOAD_CONST (2, 3) GET_ITER EXTENDED_ARG FOR_ITER to 530 STORE_FAST num_objectives LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_FAST num_objectives LOAD_CONST ('has_optimization_config', 'with_batch', 'num_objectives') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 64 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 62 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exp LOAD_ATTR optimization_config LOAD_ATTR metrics STORE_FAST metrics_dict LOAD_GLOBAL ObjectiveThreshold LOAD_FAST metrics_dict LOAD_CONST 'branin_a' BINARY_SUBSCR LOAD_CONST 10.0 LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION LOAD_GLOBAL ObjectiveThreshold LOAD_FAST metrics_dict LOAD_CONST 'branin_b' BINARY_SUBSCR LOAD_CONST 9.0 LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION BUILD_LIST STORE_FAST objective_thresholds LOAD_FAST num_objectives LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST objective_thresholds LOAD_METHOD append LOAD_GLOBAL ObjectiveThreshold LOAD_FAST metrics_dict LOAD_CONST 'branin_c' BINARY_SUBSCR LOAD_CONST 8.0 LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST exp LOAD_ATTR optimization_config LOAD_ATTR clone_with_args LOAD_FAST objective_thresholds LOAD_CONST ('objective_thresholds',) CALL_FUNCTION STORE_FAST optimization_config LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_FAST num_objectives LOAD_CONST ('trial_indices', 'num_objectives') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST optimization_config BUILD_LIST LOAD_FAST exp LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD LOAD_GLOBAL torch LOAD_METHOD device LOAD_FAST cuda POP_JUMP_IF_FALSE LOAD_CONST 'cuda' JUMP_FORWARD to 226 LOAD_CONST 'cpu' CALL_METHOD LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'experiment', 'data', 'torch_device') CALL_FUNCTION STORE_FAST modelbridge LOAD_GLOBAL patch LOAD_GLOBAL PARETO_FRONTIER_EVALUATOR_PATH LOAD_GLOBAL pareto_frontier_evaluator LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 264 STORE_FAST wrapped_frontier_evaluator LOAD_GLOBAL observed_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_CONST ('modelbridge', 'objective_thresholds') CALL_FUNCTION STORE_FAST hv POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST num_objectives LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 20 JUMP_FORWARD to 286 LOAD_CONST 60 STORE_FAST expected_hv LOAD_FAST wrapped_frontier_evaluator LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST expected_hv LOAD_FAST hv CALL_METHOD POP_TOP LOAD_FAST num_objectives LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL observed_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_CONST 'branin_a' LOAD_CONST 'branin_c' BUILD_LIST LOAD_CONST ('modelbridge', 'objective_thresholds', 'selected_metrics') CALL_FUNCTION STORE_FAST hv LOAD_CONST 15 STORE_FAST expected_hv LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST expected_hv LOAD_FAST hv CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 384 POP_TOP LOAD_GLOBAL observed_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_CONST 'tracking' BUILD_LIST LOAD_CONST ('modelbridge', 'objective_thresholds', 'selected_metrics') CALL_FUNCTION STORE_FAST hv POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 420 POP_TOP LOAD_GLOBAL predicted_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds BUILD_LIST LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL ObservationFeatures LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION LOAD_GLOBAL ObservationFeatures LOAD_CONST 2.0 LOAD_CONST 1.0 LOAD_CONST ('x1', 'x2') BUILD_CONST_KEY_MAP LOAD_CONST ('parameters',) CALL_FUNCTION BUILD_LIST STORE_FAST observation_features LOAD_GLOBAL predicted_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_FAST observation_features LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features') CALL_FUNCTION STORE_FAST predicted_hv LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST predicted_hv LOAD_CONST 0 COMPARE_OP >= CALL_METHOD POP_TOP LOAD_FAST num_objectives LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL predicted_hypervolume LOAD_FAST modelbridge LOAD_FAST objective_thresholds LOAD_FAST observation_features LOAD_CONST 'branin_a' LOAD_CONST 'branin_c' BUILD_LIST LOAD_CONST ('modelbridge', 'objective_thresholds', 'observation_features', 'selected_metrics') CALL_FUNCTION STORE_FAST predicted_hv LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST predicted_hv LOAD_CONST 0 COMPARE_OP >= CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD is_available CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR test_hypervolume LOAD_CONST True LOAD_CONST ('cuda',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('has_optimization_config', 'with_batch', 'with_status_quo') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 50 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 48 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_CONST ('trial_indices',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD STORE_FAST data LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL Cont_X_trans LOAD_GLOBAL Y_trans BINARY_ADD LOAD_GLOBAL torch LOAD_METHOD device LOAD_FAST cuda POP_JUMP_IF_FALSE LOAD_CONST 'cuda' JUMP_FORWARD to 114 LOAD_CONST 'cpu' CALL_METHOD LOAD_FAST exp LOAD_FAST data LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'torch_device', 'experiment', 'data') CALL_FUNCTION STORE_FAST modelbridge LOAD_GLOBAL ObservationFeatures LOAD_CONST 'x1' LOAD_CONST 0.0 BUILD_MAP LOAD_CONST ('parameters',) CALL_FUNCTION STORE_FAST fixed_features LOAD_FAST exp LOAD_ATTR search_space LOAD_METHOD clone CALL_METHOD STORE_FAST search_space LOAD_GLOBAL ParameterConstraint LOAD_CONST 'x1' LOAD_CONST 1.0 BUILD_MAP LOAD_CONST 10.0 LOAD_CONST ('constraint_dict', 'bound') CALL_FUNCTION BUILD_LIST STORE_FAST param_constraints LOAD_FAST search_space LOAD_METHOD add_parameter_constraints LOAD_FAST param_constraints CALL_METHOD POP_TOP LOAD_GLOBAL not_none LOAD_FAST exp LOAD_ATTR optimization_config CALL_FUNCTION LOAD_METHOD clone CALL_METHOD STORE_FAST oc LOAD_CONST True LOAD_FAST oc LOAD_ATTR objective LOAD_ATTR _objectives LOAD_CONST 0 BINARY_SUBSCR STORE_ATTR minimize EXTENDED_ARG SETUP_LOOP to 916 LOAD_CONST (False, True) GET_ITER EXTENDED_ARG FOR_ITER to 914 STORE_FAST use_partial_thresholds LOAD_FAST use_partial_thresholds EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ObjectiveThreshold LOAD_FAST oc LOAD_ATTR objective LOAD_ATTR metrics LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2.0 LOAD_CONST False LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ LOAD_CONST ('metric', 'bound', 'relative', 'op') CALL_FUNCTION BUILD_LIST LOAD_GLOBAL checked_cast LOAD_GLOBAL MultiObjectiveOptimizationConfig LOAD_FAST oc CALL_FUNCTION STORE_ATTR _objective_thresholds LOAD_FAST modelbridge LOAD_ATTR _get_transformed_gen_args LOAD_FAST search_space LOAD_METHOD clone CALL_METHOD LOAD_FAST oc LOAD_FAST fixed_features LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST expected_base_gen_args LOAD_GLOBAL ExitStack CALL_FUNCTION EXTENDED_ARG SETUP_WITH to 654 STORE_FAST es LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_CONST 'ax.modelbridge.torch.infer_objective_thresholds' LOAD_GLOBAL infer_objective_thresholds LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_model_infer_obj_t LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_CONST '_get_transformed_gen_args' LOAD_FAST modelbridge LOAD_ATTR _get_transformed_gen_args LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_get_transformed_gen_args LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_CONST '_get_transformed_model_gen_args' LOAD_FAST modelbridge LOAD_ATTR _get_transformed_model_gen_args LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_get_transformed_model_gen_args LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_CONST '_untransform_objective_thresholds' LOAD_FAST modelbridge LOAD_ATTR _untransform_objective_thresholds LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_untransform_objective_thresholds LOAD_FAST modelbridge LOAD_ATTR infer_objective_thresholds LOAD_FAST search_space LOAD_FAST oc LOAD_FAST fixed_features LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST obj_thresholds LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST -1.0 LOAD_CONST -1.0 BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST expected_obj_weights LOAD_FAST mock_model_infer_obj_t LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST ckwargs LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST ckwargs LOAD_CONST 'objective_weights' BINARY_SUBSCR LOAD_FAST expected_obj_weights CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST ckwargs LOAD_CONST 'bounds' BINARY_SUBSCR LOAD_CONST (0.0, 1.0) LOAD_CONST (0.0, 1.0) BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST ckwargs LOAD_CONST 'linear_constraints' BINARY_SUBSCR STORE_FAST lc LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST lc LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 15.0 LOAD_CONST 0.0 BUILD_LIST BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST lc LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 15.0 BUILD_LIST BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST ckwargs LOAD_CONST 'fixed_features' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 0.3333333333333333 BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST mock_get_transformed_gen_args LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST mock_get_transformed_model_gen_args LOAD_ATTR assert_called_once_with LOAD_FAST expected_base_gen_args LOAD_ATTR search_space LOAD_FAST expected_base_gen_args LOAD_ATTR fixed_features LOAD_FAST expected_base_gen_args LOAD_ATTR pending_observations LOAD_FAST expected_base_gen_args LOAD_ATTR optimization_config LOAD_CONST ('search_space', 'fixed_features', 'pending_observations', 'optimization_config') CALL_FUNCTION POP_TOP LOAD_FAST mock_untransform_objective_thresholds LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST mock_untransform_objective_thresholds LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST ckwargs LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST ckwargs LOAD_CONST 'objective_weights' BINARY_SUBSCR LOAD_FAST expected_obj_weights CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_a' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_b' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_GLOBAL exp_to_df LOAD_FAST exp CALL_FUNCTION STORE_FAST df LOAD_GLOBAL np LOAD_METHOD stack LOAD_FAST df LOAD_ATTR branin_a LOAD_ATTR values LOAD_FAST df LOAD_ATTR branin_b LOAD_ATTR values BUILD_LIST CALL_METHOD LOAD_ATTR T STORE_FAST Y LOAD_GLOBAL torch LOAD_METHOD from_numpy LOAD_FAST Y CALL_METHOD STORE_FAST Y LOAD_FAST Y LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_CONST -1 INPLACE_MULTIPLY ROT_THREE STORE_SUBSCR LOAD_FAST Y LOAD_GLOBAL is_non_dominated LOAD_FAST Y CALL_FUNCTION BINARY_SUBSCR STORE_FAST pareto_Y LOAD_FAST pareto_Y LOAD_ATTR min LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR values STORE_FAST nadir LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL np LOAD_METHOD all LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR bound LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR bound BUILD_LIST CALL_METHOD UNARY_NEGATIVE LOAD_FAST nadir LOAD_METHOD numpy CALL_METHOD COMPARE_OP < CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL get_sobol LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL TEST_SOBOL_SEED LOAD_GLOBAL len LOAD_FAST exp LOAD_ATTR arms_by_name CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST ('search_space', 'seed', 'init_position') CALL_FUNCTION STORE_FAST sobol_generator LOAD_FAST sobol_generator LOAD_ATTR gen LOAD_CONST 2 LOAD_CONST ('n',) CALL_FUNCTION STORE_FAST sobol_run LOAD_FAST exp LOAD_ATTR new_batch_trial LOAD_CONST True LOAD_CONST ('optimize_for_power',) CALL_FUNCTION STORE_FAST trial LOAD_FAST trial LOAD_METHOD add_generator_run LOAD_FAST sobol_run CALL_METHOD POP_TOP LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD STORE_FAST data LOAD_GLOBAL torch LOAD_METHOD manual_seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL ST_MTGP_trans LOAD_FAST exp LOAD_FAST data LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'experiment', 'data') CALL_FUNCTION STORE_FAST modelbridge LOAD_GLOBAL ObservationFeatures BUILD_MAP LOAD_CONST 1 LOAD_CONST ('parameters', 'trial_index') CALL_FUNCTION STORE_FAST fixed_features LOAD_FAST modelbridge LOAD_ATTR _get_transformed_gen_args LOAD_FAST search_space LOAD_METHOD clone CALL_METHOD LOAD_FAST exp LOAD_ATTR optimization_config LOAD_FAST fixed_features LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST expected_base_gen_args LOAD_GLOBAL ExitStack CALL_FUNCTION SETUP_WITH to 1180 STORE_FAST es LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_CONST 'ax.modelbridge.torch.infer_objective_thresholds' LOAD_GLOBAL infer_objective_thresholds LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_model_infer_obj_t LOAD_FAST es LOAD_METHOD enter_context LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_CONST '_untransform_objective_thresholds' LOAD_FAST modelbridge LOAD_ATTR _untransform_objective_thresholds LOAD_CONST ('wraps',) CALL_FUNCTION CALL_METHOD STORE_FAST mock_untransform_objective_thresholds LOAD_FAST modelbridge LOAD_ATTR infer_objective_thresholds LOAD_FAST search_space LOAD_FAST exp LOAD_ATTR optimization_config LOAD_FAST fixed_features LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST obj_thresholds LOAD_FAST mock_model_infer_obj_t LOAD_ATTR call_args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST ckwargs LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST ckwargs LOAD_CONST 'fixed_features' BINARY_SUBSCR LOAD_CONST 2 LOAD_CONST 1.0 BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST mock_untransform_objective_thresholds LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_a' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_b' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_GLOBAL exp_to_df LOAD_FAST exp CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_ATTR trial_index LOAD_CONST 1 COMPARE_OP == STORE_FAST trial_mask LOAD_GLOBAL np LOAD_METHOD stack LOAD_FAST df LOAD_ATTR branin_a LOAD_ATTR values LOAD_FAST trial_mask BINARY_SUBSCR LOAD_FAST df LOAD_ATTR branin_b LOAD_ATTR values LOAD_FAST trial_mask BINARY_SUBSCR BUILD_LIST CALL_METHOD LOAD_ATTR T STORE_FAST Y LOAD_GLOBAL torch LOAD_METHOD from_numpy LOAD_FAST Y CALL_METHOD STORE_FAST Y LOAD_FAST Y LOAD_GLOBAL is_non_dominated LOAD_FAST Y CALL_FUNCTION BINARY_SUBSCR STORE_FAST pareto_Y LOAD_FAST pareto_Y LOAD_ATTR min LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR values STORE_FAST nadir LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL np LOAD_METHOD all LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR bound LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR bound BUILD_LIST CALL_METHOD LOAD_FAST nadir LOAD_METHOD numpy CALL_METHOD COMPARE_OP < CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL get_hierarchical_search_space LOAD_CONST True LOAD_CONST ('with_fixed_parameter',) CALL_FUNCTION STORE_FAST hss LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST ('has_optimization_config',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL get_branin_data_multi_objective LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST ('trial_indices',) CALL_FUNCTION STORE_FAST data LOAD_FAST hss LOAD_FAST exp STORE_ATTR _search_space LOAD_GLOBAL get_hss_trials_with_fixed_parameter LOAD_FAST exp LOAD_CONST ('exp',) CALL_FUNCTION LOAD_FAST exp STORE_ATTR _trials LOAD_GLOBAL TorchModelBridge LOAD_FAST hss LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL Cont_X_trans LOAD_GLOBAL Y_trans BINARY_ADD LOAD_GLOBAL torch LOAD_METHOD device LOAD_FAST cuda EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'cuda' JUMP_FORWARD to 1516 LOAD_CONST 'cpu' CALL_METHOD LOAD_FAST exp LOAD_FAST data LOAD_CONST True LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'torch_device', 'experiment', 'data', 'fit_out_of_design') CALL_FUNCTION STORE_FAST modelbridge LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'Cast' LOAD_FAST modelbridge LOAD_ATTR transforms CALL_METHOD POP_TOP LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_CONST '_untransform_objective_thresholds' LOAD_FAST modelbridge LOAD_ATTR _untransform_objective_thresholds LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 1628 STORE_FAST mock_untransform LOAD_GLOBAL patch LOAD_ATTR object LOAD_FAST modelbridge LOAD_ATTR transforms LOAD_CONST 'Cast' BINARY_SUBSCR LOAD_CONST 'untransform_observation_features' LOAD_FAST modelbridge LOAD_ATTR transforms LOAD_CONST 'Cast' BINARY_SUBSCR LOAD_ATTR untransform_observation_features LOAD_CONST ('wraps',) CALL_FUNCTION SETUP_WITH to 1618 STORE_FAST wrapped_cast LOAD_FAST modelbridge LOAD_ATTR infer_objective_thresholds LOAD_FAST hss LOAD_FAST exp LOAD_ATTR optimization_config LOAD_CONST None LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST obj_thresholds POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_untransform LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST wrapped_cast LOAD_ATTR call_count LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_a' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_b' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('has_optimization_config', 'with_batch', 'with_status_quo') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 1820 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 1818 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_CONST ('trial_indices',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD STORE_FAST data LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL BoTorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_GLOBAL Cont_X_trans LOAD_GLOBAL Y_trans BINARY_ADD LOAD_GLOBAL torch LOAD_METHOD device LOAD_FAST cuda EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'cuda' JUMP_FORWARD to 1886 LOAD_CONST 'cpu' CALL_METHOD LOAD_FAST exp LOAD_FAST data LOAD_CONST True LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'torch_device', 'experiment', 'data', 'fit_out_of_design') CALL_FUNCTION STORE_FAST modelbridge LOAD_FAST modelbridge LOAD_ATTR infer_objective_thresholds LOAD_FAST exp LOAD_ATTR search_space LOAD_FAST exp LOAD_ATTR optimization_config LOAD_CONST None LOAD_CONST ('search_space', 'optimization_config', 'fixed_features') CALL_FUNCTION STORE_FAST obj_thresholds LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_a' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR metric LOAD_ATTR name LOAD_CONST 'branin_b' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR op LOAD_GLOBAL ComparisonOp LOAD_ATTR LEQ CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST obj_thresholds LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR relative CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST ('with_status_quo',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL get_sobol LOAD_FAST exp LOAD_ATTR search_space LOAD_CONST ('search_space',) CALL_FUNCTION STORE_FAST sobol_generator LOAD_FAST sobol_generator LOAD_ATTR gen LOAD_CONST 5 LOAD_CONST ('n',) CALL_FUNCTION STORE_FAST sobol_run LOAD_FAST exp LOAD_METHOD new_batch_trial LOAD_FAST sobol_run CALL_METHOD LOAD_ATTR set_status_quo_and_optimize_power LOAD_FAST exp LOAD_ATTR status_quo LOAD_CONST ('status_quo',) CALL_FUNCTION LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL get_non_monolithic_branin_moo_data CALL_FUNCTION STORE_FAST data LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config LOAD_FAST exp LOAD_FAST data BUILD_LIST LOAD_CONST ('search_space', 'model', 'optimization_config', 'experiment', 'data', 'transforms') CALL_FUNCTION STORE_FAST bridge LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST bridge LOAD_ATTR status_quo LOAD_ATTR arm_name LOAD_CONST 'status_quo' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_branin_experiment_with_multi_objective LOAD_CONST True LOAD_CONST True LOAD_CONST ('has_optimization_config', 'with_batch') CALL_FUNCTION STORE_FAST exp SETUP_LOOP to 48 LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 46 STORE_FAST trial LOAD_FAST trial LOAD_ATTR mark_running LOAD_CONST True LOAD_CONST ('no_runner_required',) CALL_FUNCTION LOAD_METHOD mark_completed CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exp LOAD_METHOD attach_data LOAD_GLOBAL get_branin_data_multi_objective LOAD_FAST exp LOAD_ATTR trials LOAD_METHOD keys CALL_METHOD LOAD_CONST ('trial_indices',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL TorchModelBridge LOAD_FAST exp LOAD_ATTR search_space LOAD_GLOBAL MultiObjectiveBotorchModel CALL_FUNCTION LOAD_FAST exp LOAD_ATTR optimization_config BUILD_LIST LOAD_FAST exp LOAD_FAST exp LOAD_METHOD fetch_data CALL_METHOD LOAD_CONST ('search_space', 'model', 'optimization_config', 'transforms', 'experiment', 'data') CALL_FUNCTION STORE_FAST bridge LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST bridge LOAD_METHOD model_best_point CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from contextlib import ExitStack from typing import List, Optional from unittest.mock import patch import numpy as np import torch from ax.core.metric import Metric from ax.core.observation import ObservationData, ObservationFeatures from ax.core.optimization_config import MultiObjectiveOptimizationConfig from ax.core.outcome_constraint import ( ComparisonOp, ObjectiveThreshold, OutcomeConstraint, ) from ax.core.parameter_constraint import ParameterConstraint from ax.exceptions.core import UnsupportedError from ax.modelbridge.factory import get_sobol from ax.modelbridge.modelbridge_utils import ( get_pareto_frontier_and_configs, observed_hypervolume, observed_pareto_frontier, pareto_frontier, predicted_hypervolume, predicted_pareto_frontier, ) from ax.modelbridge.registry import Cont_X_trans, ST_MTGP_trans, Y_trans from ax.modelbridge.torch import TorchModelBridge from ax.models.torch.botorch_modular.model import BoTorchModel from ax.models.torch.botorch_moo import MultiObjectiveBotorchModel from ax.models.torch.botorch_moo_defaults import ( infer_objective_thresholds, pareto_frontier_evaluator, ) from ax.service.utils.report_utils import exp_to_df from ax.utils.common.testutils import TestCase from ax.utils.common.typeutils import checked_cast, not_none from ax.utils.testing.core_stubs import ( get_branin_data_multi_objective, get_branin_experiment_with_multi_objective, get_hierarchical_search_space, get_hss_trials_with_fixed_parameter, get_non_monolithic_branin_moo_data, TEST_SOBOL_SEED, ) from ax.utils.testing.mock import fast_botorch_optimize from ax.utils.testing.modeling_stubs import transform_1, transform_2 from botorch.utils.multi_objective.pareto import is_non_dominated PARETO_FRONTIER_EVALUATOR_PATH = ( f"{get_pareto_frontier_and_configs.__module__}.pareto_frontier_evaluator" ) STUBS_PATH: str = get_branin_experiment_with_multi_objective.__module__ class MultiObjectiveTorchModelBridgeTest(TestCase): @patch( f"{STUBS_PATH}.BraninMetric.is_available_while_running", return_value=False, ) @fast_botorch_optimize def helper_test_pareto_frontier( self, _, outcome_constraints: Optional[List[OutcomeConstraint]] ) -> None: """ Make sure Pareto-related functions run. Data is generated manually; this does not check that the points are actually Pareto-efficient or that everything works end-to-end. """ exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() metrics_dict = not_none(exp.optimization_config).metrics objective_bound = 5.0 objective_thresholds = [ ObjectiveThreshold( metric=metrics_dict[f"branin_{letter}"], bound=objective_bound, relative=False, op=ComparisonOp.LEQ, ) for letter in "ab" ] if isinstance(exp.optimization_config, MultiObjectiveOptimizationConfig): exp.optimization_config = exp.optimization_config.clone_with_args( objective_thresholds=objective_thresholds, outcome_constraints=outcome_constraints, ) n_outcomes = 3 if outcome_constraints is not None else 2 exp.attach_data( get_branin_data_multi_objective( trial_indices=exp.trials.keys(), num_objectives=n_outcomes ), ) modelbridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, transforms=[transform_1, transform_2], experiment=exp, data=exp.fetch_data(), ) with patch( PARETO_FRONTIER_EVALUATOR_PATH, wraps=pareto_frontier_evaluator ) as wrapped_frontier_evaluator: observed_frontier = observed_pareto_frontier( modelbridge=modelbridge, objective_thresholds=objective_thresholds ) wrapped_frontier_evaluator.assert_called_once() self.assertIsNone(wrapped_frontier_evaluator.call_args[1]["X"]) self.assertEqual(1, len(observed_frontier)) self.assertEqual(observed_frontier[0].arm_name, "0_0") with self.assertRaises(ValueError): predicted_pareto_frontier( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=[], ) predicted_frontier = predicted_pareto_frontier( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=None, ) self.assertEqual(predicted_frontier[0].arm_name, "0_0") observation_features = [ ObservationFeatures(parameters={"x1": 0.0, "x2": 1.0}), ObservationFeatures(parameters={"x1": -2.0, "x2": 6.3}), ] extra_outcome = ["branin_c"] if outcome_constraints is not None else [] observation_data = [ ObservationData( metric_names=["branin_b", "branin_a"] + extra_outcome, means=np.arange(1, 1 + n_outcomes), covariance=np.eye(n_outcomes), ), ObservationData( metric_names=["branin_a", "branin_b"] + extra_outcome, means=np.arange(3, 3 + n_outcomes), covariance=np.eye(n_outcomes), ), ] if isinstance(exp.optimization_config, MultiObjectiveOptimizationConfig): predicted_frontier = predicted_pareto_frontier( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=observation_features, optimization_config=exp.optimization_config, ) self.assertTrue(len(predicted_frontier) <= 2) self.assertIsNone(predicted_frontier[0].arm_name, None) with patch( PARETO_FRONTIER_EVALUATOR_PATH, wraps=pareto_frontier_evaluator ) as wrapped_frontier_evaluator: ( observed_frontier, f, obj_w, obj_t, ) = get_pareto_frontier_and_configs( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=observation_features, observation_data=observation_data, use_model_predictions=False, ) wrapped_frontier_evaluator.assert_called_once() self.assertEqual(f.shape, (1, n_outcomes)) self.assertTrue(torch.equal(obj_w[:2], -torch.ones(2, dtype=torch.double))) self.assertTrue(obj_t is not None) self.assertTrue( torch.equal(not_none(obj_t)[:2], torch.full((2,), 5.0, dtype=torch.double)) ) observed_frontier2 = pareto_frontier( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=observation_features, observation_data=observation_data, use_model_predictions=False, ) self.assertEqual(observed_frontier, observed_frontier2) checked_cast( MultiObjectiveOptimizationConfig, modelbridge._optimization_config )._objective_thresholds = [] with patch( PARETO_FRONTIER_EVALUATOR_PATH, wraps=pareto_frontier_evaluator ) as wrapped_frontier_evaluator: ( observed_frontier, f, obj_w, obj_t, ) = get_pareto_frontier_and_configs( modelbridge=modelbridge, objective_thresholds=None, observation_features=observation_features, observation_data=observation_data, use_model_predictions=False, ) wrapped_frontier_evaluator.assert_called_once() self.assertIsNone(wrapped_frontier_evaluator.call_args[1]["X"]) true_Y = torch.tensor([[2.0, 1.0], [3.0, 4.0]], dtype=torch.double) self.assertTrue( torch.equal( wrapped_frontier_evaluator.call_args[1]["Y"][:, :2], true_Y, ) ) self.assertTrue(torch.equal(objective_bound - f[:, :2], true_Y[1:, :])) self.assertIsNone(obj_t) def test_pareto_frontier(self) -> None: """ Run helper_test_pareto_frontier with and without outcome constraints. The constraint won't come close to binding, so it shouldn't affect results. """ constraint = OutcomeConstraint( Metric(name="branin_c"), ComparisonOp.LEQ, bound=100.0, relative=False ) for outcome_constraints in [None, [constraint]]: with self.subTest(outcome_constraints=outcome_constraints): self.helper_test_pareto_frontier( outcome_constraints=outcome_constraints ) @fast_botorch_optimize def test_get_pareto_frontier_and_configs_input_validation(self) -> None: exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() metrics_dict = not_none(exp.optimization_config).metrics objective_thresholds = [ ObjectiveThreshold( metric=metrics_dict[f"branin_{letter}"], bound=5.0, relative=False, op=ComparisonOp.LEQ, ) for letter in "ab" ] if isinstance(exp.optimization_config, MultiObjectiveOptimizationConfig): exp.optimization_config = exp.optimization_config.clone_with_args( objective_thresholds=objective_thresholds, ) exp.attach_data( get_branin_data_multi_objective( trial_indices=exp.trials.keys(), num_objectives=2 ), ) modelbridge = TorchModelBridge( experiment=exp, search_space=exp.search_space, data=exp.fetch_data(), model=MultiObjectiveBotorchModel(), transforms=[], ) observation_features = [ ObservationFeatures(parameters={"x1": 0.0, "x2": 1.0}), ObservationFeatures(parameters={"x1": 1.0, "x2": 0.0}), ] with self.assertWarns( Warning, msg="FYI: The default behavior of `get_pareto_frontier_and_configs` when " "`transform_outcomes_and_configs` is not specified has changed. Previously," " the default was `transform_outcomes_and_configs=True`; now this argument " "is deprecated and behavior is as if " "`transform_outcomes_and_configs=False`. You did not specify " "`transform_outcomes_and_configs`, so this warning requires no action.", ): res = get_pareto_frontier_and_configs( modelbridge=modelbridge, observation_features=observation_features, ) self.assertEqual(len(res), 4) with self.assertRaises(UnsupportedError): get_pareto_frontier_and_configs( modelbridge=modelbridge, observation_features=observation_features, transform_outcomes_and_configs=True, ) with self.assertWarns( DeprecationWarning, msg="You passed `transform_outcomes_and_configs=False`. Specifying " "`transform_outcomes_and_configs` at all is deprecated because `False` is " "now the only allowed behavior. In the future, this will become an error.", ): res = get_pareto_frontier_and_configs( modelbridge=modelbridge, observation_features=observation_features, transform_outcomes_and_configs=False, ) self.assertEqual(len(res), 4) with self.assertWarns( Warning, msg="You provided `observation_data` when `use_model_predictions` is True; " "`observation_data` will not be used.", ): res = get_pareto_frontier_and_configs( modelbridge, observation_features=observation_features, use_model_predictions=True, observation_data=[], ) self.assertEqual(len(res), 4) with self.assertRaises(ValueError): get_pareto_frontier_and_configs( modelbridge, observation_features=[], use_model_predictions=False ) @patch( f"{STUBS_PATH}.BraninMetric.is_available_while_running", return_value=False, ) def test_hypervolume(self, _, cuda: bool = False) -> None: for num_objectives in (2, 3): exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True, num_objectives=num_objectives, ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() metrics_dict = exp.optimization_config.metrics objective_thresholds = [ ObjectiveThreshold( metric=metrics_dict["branin_a"], bound=10.0, relative=False, op=ComparisonOp.LEQ, ), ObjectiveThreshold( metric=metrics_dict["branin_b"], bound=9.0, relative=False, op=ComparisonOp.LEQ, ), ] if num_objectives == 3: objective_thresholds.append( ObjectiveThreshold( metric=metrics_dict["branin_c"], bound=8.0, relative=False, op=ComparisonOp.LEQ, ) ) optimization_config = exp.optimization_config.clone_with_args( objective_thresholds=objective_thresholds ) exp.attach_data( get_branin_data_multi_objective( trial_indices=exp.trials.keys(), num_objectives=num_objectives ) ) modelbridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=optimization_config, transforms=[], experiment=exp, data=exp.fetch_data(), torch_device=torch.device("cuda" if cuda else "cpu"), ) with patch( PARETO_FRONTIER_EVALUATOR_PATH, wraps=pareto_frontier_evaluator ) as wrapped_frontier_evaluator: hv = observed_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds ) expected_hv = 20 if num_objectives == 2 else 60 # 5 * 4 (* 3) wrapped_frontier_evaluator.assert_called_once() self.assertEqual(expected_hv, hv) if num_objectives == 3: hv = observed_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds, selected_metrics=["branin_a", "branin_c"], ) expected_hv = 15 # (5 - 0) * (5 - 2) self.assertEqual(expected_hv, hv) with self.assertRaises(ValueError): hv = observed_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds, selected_metrics=["tracking"], ) with self.assertRaises(ValueError): predicted_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=[], ) observation_features = [ ObservationFeatures(parameters={"x1": 1.0, "x2": 2.0}), ObservationFeatures(parameters={"x1": 2.0, "x2": 1.0}), ] predicted_hv = predicted_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=observation_features, ) self.assertTrue(predicted_hv >= 0) if num_objectives == 3: predicted_hv = predicted_hypervolume( modelbridge=modelbridge, objective_thresholds=objective_thresholds, observation_features=observation_features, selected_metrics=["branin_a", "branin_c"], ) self.assertTrue(predicted_hv >= 0) def test_hypervolume_cuda(self) -> None: if torch.cuda.is_available(): self.test_hypervolume(cuda=True) @patch( f"{STUBS_PATH}.BraninMetric.is_available_while_running", return_value=False, ) @fast_botorch_optimize def test_infer_objective_thresholds(self, _, cuda: bool = False) -> None: exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True, with_status_quo=True, ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() exp.attach_data( get_branin_data_multi_objective(trial_indices=exp.trials.keys()) ) data = exp.fetch_data() modelbridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, transforms=Cont_X_trans + Y_trans, torch_device=torch.device("cuda" if cuda else "cpu"), experiment=exp, data=data, ) fixed_features = ObservationFeatures(parameters={"x1": 0.0}) search_space = exp.search_space.clone() param_constraints = [ ParameterConstraint(constraint_dict={"x1": 1.0}, bound=10.0) ] search_space.add_parameter_constraints(param_constraints) oc = not_none(exp.optimization_config).clone() oc.objective._objectives[0].minimize = True for use_partial_thresholds in (False, True): if use_partial_thresholds: checked_cast( MultiObjectiveOptimizationConfig, oc )._objective_thresholds = [ ObjectiveThreshold( metric=oc.objective.metrics[0], bound=2.0, relative=False, op=ComparisonOp.LEQ, ) ] expected_base_gen_args = modelbridge._get_transformed_gen_args( search_space=search_space.clone(), optimization_config=oc, fixed_features=fixed_features, ) with ExitStack() as es: mock_model_infer_obj_t = es.enter_context( patch( "ax.modelbridge.torch.infer_objective_thresholds", wraps=infer_objective_thresholds, ) ) mock_get_transformed_gen_args = es.enter_context( patch.object( modelbridge, "_get_transformed_gen_args", wraps=modelbridge._get_transformed_gen_args, ) ) mock_get_transformed_model_gen_args = es.enter_context( patch.object( modelbridge, "_get_transformed_model_gen_args", wraps=modelbridge._get_transformed_model_gen_args, ) ) mock_untransform_objective_thresholds = es.enter_context( patch.object( modelbridge, "_untransform_objective_thresholds", wraps=modelbridge._untransform_objective_thresholds, ) ) obj_thresholds = modelbridge.infer_objective_thresholds( search_space=search_space, optimization_config=oc, fixed_features=fixed_features, ) expected_obj_weights = torch.tensor([-1.0, -1.0], dtype=torch.double) ckwargs = mock_model_infer_obj_t.call_args[1] self.assertTrue( torch.equal(ckwargs["objective_weights"], expected_obj_weights) ) self.assertEqual(ckwargs["bounds"], [(0.0, 1.0), (0.0, 1.0)]) lc = ckwargs["linear_constraints"] self.assertTrue( torch.equal(lc[0], torch.tensor([[15.0, 0.0]], dtype=torch.double)) ) self.assertTrue( torch.equal(lc[1], torch.tensor([[15.0]], dtype=torch.double)) ) self.assertEqual(ckwargs["fixed_features"], {0: 1.0 / 3.0}) mock_get_transformed_gen_args.assert_called_once() mock_get_transformed_model_gen_args.assert_called_once_with( search_space=expected_base_gen_args.search_space, fixed_features=expected_base_gen_args.fixed_features, pending_observations=expected_base_gen_args.pending_observations, optimization_config=expected_base_gen_args.optimization_config, ) mock_untransform_objective_thresholds.assert_called_once() ckwargs = mock_untransform_objective_thresholds.call_args[1] self.assertTrue( torch.equal(ckwargs["objective_weights"], expected_obj_weights) ) self.assertEqual(obj_thresholds[0].metric.name, "branin_a") self.assertEqual(obj_thresholds[1].metric.name, "branin_b") self.assertEqual(obj_thresholds[0].op, ComparisonOp.LEQ) self.assertEqual(obj_thresholds[1].op, ComparisonOp.LEQ) self.assertFalse(obj_thresholds[0].relative) self.assertFalse(obj_thresholds[1].relative) df = exp_to_df(exp) Y = np.stack([df.branin_a.values, df.branin_b.values]).T Y = torch.from_numpy(Y) Y[:, 0] *= -1 pareto_Y = Y[is_non_dominated(Y)] nadir = pareto_Y.min(dim=0).values self.assertTrue( np.all( -np.array([obj_thresholds[0].bound, obj_thresholds[1].bound]) < nadir.numpy() ) ) sobol_generator = get_sobol( search_space=exp.search_space, seed=TEST_SOBOL_SEED, init_position=len(exp.arms_by_name) - 1, ) sobol_run = sobol_generator.gen(n=2) trial = exp.new_batch_trial(optimize_for_power=True) trial.add_generator_run(sobol_run) trial.mark_running(no_runner_required=True).mark_completed() data = exp.fetch_data() torch.manual_seed(0) # make model fitting deterministic modelbridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, transforms=ST_MTGP_trans, experiment=exp, data=data, ) fixed_features = ObservationFeatures(parameters={}, trial_index=1) expected_base_gen_args = modelbridge._get_transformed_gen_args( search_space=search_space.clone(), optimization_config=exp.optimization_config, fixed_features=fixed_features, ) with ExitStack() as es: mock_model_infer_obj_t = es.enter_context( patch( "ax.modelbridge.torch.infer_objective_thresholds", wraps=infer_objective_thresholds, ) ) mock_untransform_objective_thresholds = es.enter_context( patch.object( modelbridge, "_untransform_objective_thresholds", wraps=modelbridge._untransform_objective_thresholds, ) ) obj_thresholds = modelbridge.infer_objective_thresholds( search_space=search_space, optimization_config=exp.optimization_config, fixed_features=fixed_features, ) ckwargs = mock_model_infer_obj_t.call_args[1] self.assertEqual(ckwargs["fixed_features"], {2: 1.0}) mock_untransform_objective_thresholds.assert_called_once() self.assertEqual(obj_thresholds[0].metric.name, "branin_a") self.assertEqual(obj_thresholds[1].metric.name, "branin_b") self.assertEqual(obj_thresholds[0].op, ComparisonOp.LEQ) self.assertEqual(obj_thresholds[1].op, ComparisonOp.LEQ) self.assertFalse(obj_thresholds[0].relative) self.assertFalse(obj_thresholds[1].relative) df = exp_to_df(exp) trial_mask = df.trial_index == 1 Y = np.stack([df.branin_a.values[trial_mask], df.branin_b.values[trial_mask]]).T Y = torch.from_numpy(Y) pareto_Y = Y[is_non_dominated(Y)] nadir = pareto_Y.min(dim=0).values self.assertTrue( np.all( np.array([obj_thresholds[0].bound, obj_thresholds[1].bound]) < nadir.numpy() ) ) hss = get_hierarchical_search_space(with_fixed_parameter=True) exp = get_branin_experiment_with_multi_objective(has_optimization_config=True) data = get_branin_data_multi_objective(trial_indices=[0, 1]) exp._search_space = hss exp._trials = get_hss_trials_with_fixed_parameter(exp=exp) modelbridge = TorchModelBridge( search_space=hss, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, transforms=Cont_X_trans + Y_trans, torch_device=torch.device("cuda" if cuda else "cpu"), experiment=exp, data=data, fit_out_of_design=True, ) self.assertIn("Cast", modelbridge.transforms) with patch.object( modelbridge, "_untransform_objective_thresholds", wraps=modelbridge._untransform_objective_thresholds, ) as mock_untransform, patch.object( modelbridge.transforms["Cast"], "untransform_observation_features", wraps=modelbridge.transforms["Cast"].untransform_observation_features, ) as wrapped_cast: obj_thresholds = modelbridge.infer_objective_thresholds( search_space=hss, optimization_config=exp.optimization_config, fixed_features=None, ) mock_untransform.assert_called_once() self.assertEqual(wrapped_cast.call_count, 0) self.assertEqual(obj_thresholds[0].metric.name, "branin_a") self.assertEqual(obj_thresholds[1].metric.name, "branin_b") self.assertEqual(obj_thresholds[0].op, ComparisonOp.LEQ) self.assertEqual(obj_thresholds[1].op, ComparisonOp.LEQ) self.assertFalse(obj_thresholds[0].relative) self.assertFalse(obj_thresholds[1].relative) exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True, with_status_quo=True, ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() exp.attach_data( get_branin_data_multi_objective(trial_indices=exp.trials.keys()) ) data = exp.fetch_data() modelbridge = TorchModelBridge( search_space=exp.search_space, model=BoTorchModel(), optimization_config=exp.optimization_config, transforms=Cont_X_trans + Y_trans, torch_device=torch.device("cuda" if cuda else "cpu"), experiment=exp, data=data, fit_out_of_design=True, ) obj_thresholds = modelbridge.infer_objective_thresholds( search_space=exp.search_space, optimization_config=exp.optimization_config, fixed_features=None, ) self.assertEqual(obj_thresholds[0].metric.name, "branin_a") self.assertEqual(obj_thresholds[1].metric.name, "branin_b") self.assertEqual(obj_thresholds[0].op, ComparisonOp.LEQ) self.assertEqual(obj_thresholds[1].op, ComparisonOp.LEQ) self.assertFalse(obj_thresholds[0].relative) self.assertFalse(obj_thresholds[1].relative) @fast_botorch_optimize def test_status_quo_for_non_monolithic_data(self) -> None: exp = get_branin_experiment_with_multi_objective(with_status_quo=True) sobol_generator = get_sobol( search_space=exp.search_space, ) sobol_run = sobol_generator.gen(n=5) exp.new_batch_trial(sobol_run).set_status_quo_and_optimize_power( status_quo=exp.status_quo ).run() data = get_non_monolithic_branin_moo_data() bridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, experiment=exp, data=data, transforms=[], ) self.assertEqual(bridge.status_quo.arm_name, "status_quo") def test_best_point(self) -> None: exp = get_branin_experiment_with_multi_objective( has_optimization_config=True, with_batch=True ) for trial in exp.trials.values(): trial.mark_running(no_runner_required=True).mark_completed() exp.attach_data( get_branin_data_multi_objective(trial_indices=exp.trials.keys()) ) bridge = TorchModelBridge( search_space=exp.search_space, model=MultiObjectiveBotorchModel(), optimization_config=exp.optimization_config, transforms=[], experiment=exp, data=exp.fetch_data(), ) self.assertIsNone(bridge.model_best_point())
data/ax-platform-0.3.6/ax/modelbridge/tests/test_torch_moo_modelbridge.py
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LOAD_CONST '\nProfile: http://hl7.org/fhir/StructureDefinition/AuditEvent\nRelease: R5\nVersion: 5.0.0\nBuild ID: 2aecd53\nLast updated: 2023-03-26T15:21:02.749+11:00\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME typing STORE_NAME typing LOAD_CONST 0 LOAD_CONST ('Field', 'root_validator') IMPORT_NAME pydantic.v1 IMPORT_FROM Field STORE_NAME Field IMPORT_FROM root_validator STORE_NAME root_validator POP_TOP LOAD_CONST 0 LOAD_CONST ('ErrorWrapper', 'ValidationError') IMPORT_NAME pydantic.v1.error_wrappers IMPORT_FROM ErrorWrapper STORE_NAME ErrorWrapper IMPORT_FROM ValidationError STORE_NAME ValidationError POP_TOP LOAD_CONST 0 LOAD_CONST ('MissingError', 'NoneIsNotAllowedError') IMPORT_NAME pydantic.v1.errors IMPORT_FROM MissingError STORE_NAME MissingError IMPORT_FROM NoneIsNotAllowedError STORE_NAME NoneIsNotAllowedError POP_TOP LOAD_CONST 1 LOAD_CONST ('backboneelement', 'domainresource', 'fhirtypes') IMPORT_NAME IMPORT_FROM backboneelement STORE_NAME backboneelement IMPORT_FROM domainresource STORE_NAME domainresource IMPORT_FROM fhirtypes STORE_NAME fhirtypes POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object AuditEvent at 0x7fab5429dc90, file "f.py", line 17> LOAD_CONST 'AuditEvent' MAKE_FUNCTION LOAD_CONST 'AuditEvent' LOAD_NAME domainresource LOAD_ATTR DomainResource CALL_FUNCTION STORE_NAME AuditEvent LOAD_BUILD_CLASS LOAD_CONST <code object AuditEventAgent at 0x7fab5429d6f0, file "f.py", line 354> LOAD_CONST 'AuditEventAgent' MAKE_FUNCTION LOAD_CONST 'AuditEventAgent' LOAD_NAME backboneelement LOAD_ATTR BackboneElement CALL_FUNCTION STORE_NAME AuditEventAgent LOAD_BUILD_CLASS LOAD_CONST <code object AuditEventEntity at 0x7fab5429db70, file "f.py", line 566> LOAD_CONST 'AuditEventEntity' MAKE_FUNCTION LOAD_CONST 'AuditEventEntity' LOAD_NAME backboneelement LOAD_ATTR BackboneElement CALL_FUNCTION STORE_NAME AuditEventEntity LOAD_BUILD_CLASS LOAD_CONST <code object AuditEventEntityDetail at 0x7fab5429de40, file "f.py", line 664> LOAD_CONST 'AuditEventEntityDetail' MAKE_FUNCTION LOAD_CONST 'AuditEventEntityDetail' LOAD_NAME backboneelement LOAD_ATTR BackboneElement CALL_FUNCTION STORE_NAME AuditEventEntityDetail LOAD_BUILD_CLASS LOAD_CONST <code object AuditEventOutcome at 0x7fab8002fe40, file "f.py", line 890> LOAD_CONST 'AuditEventOutcome' MAKE_FUNCTION LOAD_CONST 'AuditEventOutcome' LOAD_NAME backboneelement LOAD_ATTR BackboneElement CALL_FUNCTION STORE_NAME AuditEventOutcome LOAD_BUILD_CLASS LOAD_CONST <code object AuditEventSource at 0x7fab8002f0c0, file "f.py", line 930> LOAD_CONST 'AuditEventSource' MAKE_FUNCTION LOAD_CONST 'AuditEventSource' LOAD_NAME backboneelement LOAD_ATTR BackboneElement CALL_FUNCTION STORE_NAME AuditEventSource LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEvent' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Record of an event.\n A record of an event relevant for purposes such as operations, privacy,\n security, maintenance, and performance analysis.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEvent' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST None LOAD_CONST 'action' LOAD_CONST 'Type of action performed during the event' LOAD_CONST 'Indicator for type of action performed during the event that generated the audit.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME action LOAD_NAME fhirtypes LOAD_ATTR Code LOAD_NAME __annotations__ LOAD_CONST 'action' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_action' LOAD_CONST 'Extension field for ``action``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME action__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'action__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'agent' LOAD_CONST 'Actor involved in the event' LOAD_CONST 'An actor taking an active role in the event or activity that is logged.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME agent LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR AuditEventAgentType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'agent' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'authorization' LOAD_CONST 'Authorization related to the event' LOAD_CONST 'The authorization (e.g., PurposeOfUse) that was used during the event being recorded.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME authorization LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'authorization' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'basedOn' LOAD_CONST 'Workflow authorization within which this event occurred' LOAD_CONST 'Allows tracing of authorizatino for the events and tracking whether proposals/recommendations were acted upon.' LOAD_CONST True LOAD_CONST 'CarePlan' LOAD_CONST 'DeviceRequest' LOAD_CONST 'ImmunizationRecommendation' LOAD_CONST 'MedicationRequest' LOAD_CONST 'NutritionOrder' LOAD_CONST 'ServiceRequest' LOAD_CONST 'Task' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME basedOn LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR ReferenceType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'basedOn' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'category' LOAD_CONST 'Type/identifier of event' LOAD_CONST 'Classification of the type of event.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME category LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'category' STORE_SUBSCR LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'code' LOAD_CONST 'Specific type of event' LOAD_CONST 'Describes what happened. The most specific code for the event.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME code LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType LOAD_NAME __annotations__ LOAD_CONST 'code' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'encounter' LOAD_CONST 'Encounter within which this event occurred or which the event is tightly associated' LOAD_CONST 'This will typically be the encounter the event occurred, but some events may be initiated prior to or after the official completion of an encounter but still be tied to the context of the encounter (e.g. pre-admission lab tests).' LOAD_CONST True LOAD_CONST 'Encounter' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME encounter LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'encounter' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'entity' LOAD_CONST 'Data or objects used' LOAD_CONST 'Specific instances of data or objects that have been accessed.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME entity LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR AuditEventEntityType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'entity' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'occurredDateTime' LOAD_CONST 'When the activity occurred' LOAD_CONST 'The time or period during which the activity occurred.' LOAD_CONST True LOAD_CONST 'occurred' LOAD_CONST False LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME occurredDateTime LOAD_NAME fhirtypes LOAD_ATTR DateTime LOAD_NAME __annotations__ LOAD_CONST 'occurredDateTime' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_occurredDateTime' LOAD_CONST 'Extension field for ``occurredDateTime``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME occurredDateTime__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'occurredDateTime__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'occurredPeriod' LOAD_CONST 'When the activity occurred' LOAD_CONST 'The time or period during which the activity occurred.' LOAD_CONST True LOAD_CONST 'occurred' LOAD_CONST False LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME occurredPeriod LOAD_NAME fhirtypes LOAD_ATTR PeriodType LOAD_NAME __annotations__ LOAD_CONST 'occurredPeriod' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'outcome' LOAD_CONST 'Whether the event succeeded or failed' LOAD_CONST 'Indicates whether the event succeeded or failed. A free text descripiton can be given in outcome.text.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME outcome LOAD_NAME fhirtypes LOAD_ATTR AuditEventOutcomeType LOAD_NAME __annotations__ LOAD_CONST 'outcome' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'patient' LOAD_CONST 'The patient is the subject of the data used/created/updated/deleted during the activity' LOAD_CONST 'The patient element is available to enable deterministic tracking of activities that involve the patient as the subject of the data used in an activity.' LOAD_CONST True LOAD_CONST 'Patient' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME patient LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'patient' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'recorded' LOAD_CONST 'Time when the event was recorded' LOAD_CONST 'The time when the event was recorded.' LOAD_CONST True LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'element_required') CALL_FUNCTION STORE_NAME recorded LOAD_NAME fhirtypes LOAD_ATTR Instant LOAD_NAME __annotations__ LOAD_CONST 'recorded' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_recorded' LOAD_CONST 'Extension field for ``recorded``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME recorded__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'recorded__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'severity' LOAD_CONST 'emergency | alert | critical | error | warning | notice | informational | debug' LOAD_CONST 'Indicates and enables segmentation of various severity including debugging from critical.' LOAD_CONST True LOAD_CONST 'emergency' LOAD_CONST 'alert' LOAD_CONST 'critical' LOAD_CONST 'error' LOAD_CONST 'warning' LOAD_CONST 'notice' LOAD_CONST 'informational' LOAD_CONST 'debug' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_values') CALL_FUNCTION STORE_NAME severity LOAD_NAME fhirtypes LOAD_ATTR Code LOAD_NAME __annotations__ LOAD_CONST 'severity' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_severity' LOAD_CONST 'Extension field for ``severity``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME severity__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'severity__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'source' LOAD_CONST 'Audit Event Reporter' LOAD_CONST 'The actor that is reporting the event.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME source LOAD_NAME fhirtypes LOAD_ATTR AuditEventSourceType LOAD_NAME __annotations__ LOAD_CONST 'source' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab5429d660, file "f.py", line 224> LOAD_CONST 'AuditEvent.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_NAME root_validator LOAD_CONST True LOAD_CONST True LOAD_CONST ('pre', 'allow_reuse') CALL_FUNCTION LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('values', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_required_primitive_elements_1198 at 0x7fab5429d5d0, file "f.py", line 256> LOAD_CONST 'AuditEvent.validate_required_primitive_elements_1198' MAKE_FUNCTION CALL_FUNCTION STORE_NAME validate_required_primitive_elements_1198 LOAD_NAME root_validator LOAD_CONST True LOAD_CONST True LOAD_CONST ('pre', 'allow_reuse') CALL_FUNCTION LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('values', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_one_of_many_1198 at 0x7fab5429dd20, file "f.py", line 315> LOAD_CONST 'AuditEvent.validate_one_of_many_1198' MAKE_FUNCTION CALL_FUNCTION STORE_NAME validate_one_of_many_1198 LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'meta' LOAD_CONST 'implicitRules' LOAD_CONST 'language' LOAD_CONST 'text' LOAD_CONST 'contained' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'category' LOAD_CONST 'code' LOAD_CONST 'action' LOAD_CONST 'severity' LOAD_CONST 'occurredPeriod' LOAD_CONST 'occurredDateTime' LOAD_CONST 'recorded' LOAD_CONST 'outcome' LOAD_CONST 'authorization' LOAD_CONST 'basedOn' LOAD_CONST 'patient' LOAD_CONST 'encounter' LOAD_CONST 'agent' LOAD_CONST 'source' LOAD_CONST 'entity' BUILD_LIST RETURN_VALUE LOAD_CONST ('recorded', 'recorded__ext') BUILD_LIST STORE_FAST required_fields LOAD_GLOBAL object CALL_FUNCTION STORE_FAST _missing LOAD_CONST <code object _fallback at 0x7fab5429d4b0, file "f.py", line 270> LOAD_CONST 'AuditEvent.validate_required_primitive_elements_1198.<locals>._fallback' MAKE_FUNCTION STORE_FAST _fallback BUILD_LIST STORE_FAST errors EXTENDED_ARG SETUP_LOOP to 400 LOAD_FAST required_fields GET_ITER EXTENDED_ARG FOR_ITER to 398 UNPACK_SEQUENCE STORE_FAST name STORE_FAST ext LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST name BINARY_SUBSCR STORE_FAST field LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST ext BINARY_SUBSCR STORE_FAST ext_field LOAD_FAST values LOAD_METHOD get LOAD_FAST field LOAD_ATTR alias LOAD_FAST _missing CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_FAST _missing LOAD_CONST None BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST values LOAD_METHOD get LOAD_FAST ext_field LOAD_ATTR alias LOAD_FAST _missing CALL_METHOD STORE_FAST ext_value LOAD_CONST True STORE_FAST missing_ext LOAD_FAST ext_value LOAD_FAST _missing LOAD_CONST None BUILD_TUPLE COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST ext_value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST ext_value LOAD_METHOD get LOAD_CONST 'extension' BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == STORE_FAST missing_ext JUMP_FORWARD to 336 LOAD_GLOBAL getattr LOAD_FAST ext_value LOAD_ATTR __class__ LOAD_CONST 'get_resource_type' LOAD_FAST _fallback CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'FHIRPrimitiveExtension' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ext_value LOAD_ATTR extension POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST ext_value LOAD_ATTR extension CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST missing_ext JUMP_FORWARD to 336 LOAD_CONST True STORE_FAST validate_pass SETUP_LOOP to 300 LOAD_FAST ext_field LOAD_ATTR type_ LOAD_METHOD __get_validators__ CALL_METHOD GET_ITER FOR_ITER to 298 STORE_FAST validator SETUP_EXCEPT to 236 LOAD_FAST validator LOAD_FAST ext_value LOAD_CONST ('v',) CALL_FUNCTION STORE_FAST ext_value POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ValidationError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 282 LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL ErrorWrapper LOAD_FAST exc LOAD_FAST ext_field LOAD_ATTR alias LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST validate_pass POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST validate_pass EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST ext_value LOAD_ATTR extension EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST ext_value LOAD_ATTR extension CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST missing_ext LOAD_FAST missing_ext POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST _missing COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL ErrorWrapper LOAD_GLOBAL MissingError CALL_FUNCTION LOAD_FAST field LOAD_ATTR alias LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL ErrorWrapper LOAD_GLOBAL NoneIsNotAllowedError CALL_FUNCTION LOAD_FAST field LOAD_ATTR alias LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST errors CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValidationError LOAD_FAST errors LOAD_FAST cls CALL_FUNCTION RAISE_VARARGS LOAD_FAST values RETURN_VALUE LOAD_CONST '' RETURN_VALUE LOAD_CONST 'occurred' LOAD_CONST 'occurredDateTime' LOAD_CONST 'occurredPeriod' BUILD_LIST BUILD_MAP STORE_FAST one_of_many_fields SETUP_LOOP to 190 LOAD_FAST one_of_many_fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 188 UNPACK_SEQUENCE STORE_FAST prefix STORE_FAST fields LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many' BINARY_SUBSCR LOAD_FAST prefix COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many_required' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is STORE_FAST required LOAD_CONST False STORE_FAST found SETUP_LOOP to 154 LOAD_FAST fields GET_ITER FOR_ITER to 152 STORE_FAST field LOAD_FAST field LOAD_FAST values COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST values LOAD_FAST field BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Any of one field value is expected from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST ', but got multiple!' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_CONST True STORE_FAST found JUMP_ABSOLUTE POP_BLOCK LOAD_FAST required LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Expect any of field value from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST values RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEventAgent' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Actor involved in the event.\n An actor taking an active role in the event or activity that is logged.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEventAgent' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST None LOAD_CONST 'authorization' LOAD_CONST 'Allowable authorization for this agent' LOAD_CONST 'The authorization (e.g., PurposeOfUse) that was used during the event being recorded.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME authorization LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'authorization' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'location' LOAD_CONST 'The agent location when the event occurred' LOAD_CONST 'Where the agent location is known, the agent location when the event occurred.' LOAD_CONST True LOAD_CONST 'Location' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME location LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'location' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'networkReference' LOAD_CONST 'This agent network location for the activity' LOAD_CONST 'When the event utilizes a network there should be an agent describing the local system, and an agent describing remote system, with the network interface details.' LOAD_CONST True LOAD_CONST 'network' LOAD_CONST False LOAD_CONST 'Endpoint' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required', 'enum_reference_types') CALL_FUNCTION STORE_NAME networkReference LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'networkReference' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'networkString' LOAD_CONST 'This agent network location for the activity' LOAD_CONST 'When the event utilizes a network there should be an agent describing the local system, and an agent describing remote system, with the network interface details.' LOAD_CONST True LOAD_CONST 'network' LOAD_CONST False LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME networkString LOAD_NAME fhirtypes LOAD_ATTR String LOAD_NAME __annotations__ LOAD_CONST 'networkString' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_networkString' LOAD_CONST 'Extension field for ``networkString``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME networkString__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'networkString__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'networkUri' LOAD_CONST 'This agent network location for the activity' LOAD_CONST 'When the event utilizes a network there should be an agent describing the local system, and an agent describing remote system, with the network interface details.' LOAD_CONST True LOAD_CONST 'network' LOAD_CONST False LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME networkUri LOAD_NAME fhirtypes LOAD_ATTR Uri LOAD_NAME __annotations__ LOAD_CONST 'networkUri' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_networkUri' LOAD_CONST 'Extension field for ``networkUri``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME networkUri__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'networkUri__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'policy' LOAD_CONST 'Policy that authorized the agent participation in the event' LOAD_CONST 'Where the policy(ies) are known that authorized the agent participation in the event. Typically, a single activity may have multiple applicable policies, such as patient consent, guarantor funding, etc. The policy would also indicate the security token used.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME policy LOAD_NAME typing LOAD_ATTR List LOAD_NAME typing LOAD_ATTR Optional LOAD_NAME fhirtypes LOAD_ATTR Uri BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'policy' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_policy' LOAD_CONST 'Extension field for ``policy``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME policy__ext LOAD_NAME typing LOAD_ATTR List LOAD_NAME typing LOAD_ATTR Union LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'policy__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'requestor' LOAD_CONST 'Whether user is initiator' LOAD_CONST 'Indicator that the user is or is not the requestor, or initiator, for the event being audited.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME requestor LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'requestor' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_requestor' LOAD_CONST 'Extension field for ``requestor``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME requestor__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'requestor__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'role' LOAD_CONST 'Agent role in the event' LOAD_CONST "The structural roles of the agent indicating the agent's competency. The security role enabling the agent with respect to the activity." LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME role LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'role' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'type' LOAD_CONST 'How agent participated' LOAD_CONST 'The Functional Role of the user when performing the event.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME type LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType LOAD_NAME __annotations__ LOAD_CONST 'type' STORE_SUBSCR LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'who' LOAD_CONST 'Identifier of who' LOAD_CONST 'Reference to who this agent is that was involved in the event.' LOAD_CONST True LOAD_CONST 'Practitioner' LOAD_CONST 'PractitionerRole' LOAD_CONST 'Organization' LOAD_CONST 'CareTeam' LOAD_CONST 'Patient' LOAD_CONST 'Device' LOAD_CONST 'RelatedPerson' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME who LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'who' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab5429d030, file "f.py", line 503> LOAD_CONST 'AuditEventAgent.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_NAME root_validator LOAD_CONST True LOAD_CONST True LOAD_CONST ('pre', 'allow_reuse') CALL_FUNCTION LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('values', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_one_of_many_1693 at 0x7fab5429d420, file "f.py", line 525> LOAD_CONST 'AuditEventAgent.validate_one_of_many_1693' MAKE_FUNCTION CALL_FUNCTION STORE_NAME validate_one_of_many_1693 LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'type' LOAD_CONST 'role' LOAD_CONST 'who' LOAD_CONST 'requestor' LOAD_CONST 'location' LOAD_CONST 'policy' LOAD_CONST 'networkReference' LOAD_CONST 'networkUri' LOAD_CONST 'networkString' LOAD_CONST 'authorization' BUILD_LIST RETURN_VALUE LOAD_CONST 'network' LOAD_CONST 'networkReference' LOAD_CONST 'networkString' LOAD_CONST 'networkUri' BUILD_LIST BUILD_MAP STORE_FAST one_of_many_fields SETUP_LOOP to 192 LOAD_FAST one_of_many_fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 190 UNPACK_SEQUENCE STORE_FAST prefix STORE_FAST fields LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many' BINARY_SUBSCR LOAD_FAST prefix COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many_required' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is STORE_FAST required LOAD_CONST False STORE_FAST found SETUP_LOOP to 156 LOAD_FAST fields GET_ITER FOR_ITER to 154 STORE_FAST field LOAD_FAST field LOAD_FAST values COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST values LOAD_FAST field BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Any of one field value is expected from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST ', but got multiple!' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_CONST True STORE_FAST found JUMP_ABSOLUTE POP_BLOCK LOAD_FAST required LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Expect any of field value from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST values RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEventEntity' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Data or objects used.\n Specific instances of data or objects that have been accessed.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEventEntity' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST None LOAD_CONST 'agent' LOAD_CONST 'Entity is attributed to this agent' LOAD_CONST "The entity is attributed to an agent to express the agent's responsibility for that entity in the activity. This is most used to indicate when persistence media (the entity) are used by an agent. For example when importing data from a device, the device would be described in an entity, and the user importing data from that media would be indicated as the entity.agent." LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME agent LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR AuditEventAgentType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'agent' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'detail' LOAD_CONST 'Additional Information about the entity' LOAD_CONST 'Tagged value pairs for conveying additional information about the entity.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME detail LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR AuditEventEntityDetailType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'detail' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'query' LOAD_CONST 'Query parameters' LOAD_CONST 'The query parameters for a query-type entities.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME query LOAD_NAME fhirtypes LOAD_ATTR Base64Binary LOAD_NAME __annotations__ LOAD_CONST 'query' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_query' LOAD_CONST 'Extension field for ``query``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME query__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'query__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'role' LOAD_CONST 'What role the entity played' LOAD_CONST 'Code representing the role the entity played in the event being audited.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME role LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType LOAD_NAME __annotations__ LOAD_CONST 'role' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'securityLabel' LOAD_CONST 'Security labels on the entity' LOAD_CONST 'Security labels for the identified entity.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME securityLabel LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'securityLabel' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'what' LOAD_CONST 'Specific instance of resource' LOAD_CONST 'Identifies a specific instance of the entity. The reference should be version specific. This is allowed to be a Parameters resource.' LOAD_CONST True LOAD_CONST 'Resource' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME what LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'what' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab5429df60, file "f.py", line 645> LOAD_CONST 'AuditEventEntity.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'what' LOAD_CONST 'role' LOAD_CONST 'securityLabel' LOAD_CONST 'query' LOAD_CONST 'detail' LOAD_CONST 'agent' BUILD_LIST RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEventEntityDetail' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Additional Information about the entity.\n Tagged value pairs for conveying additional information about the entity.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEventEntityDetail' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'type' LOAD_CONST 'Name of the property' LOAD_CONST 'The type of extra detail provided in the value.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME type LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType LOAD_NAME __annotations__ LOAD_CONST 'type' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueBase64Binary' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueBase64Binary LOAD_NAME fhirtypes LOAD_ATTR Base64Binary LOAD_NAME __annotations__ LOAD_CONST 'valueBase64Binary' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueBase64Binary' LOAD_CONST 'Extension field for ``valueBase64Binary``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueBase64Binary__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueBase64Binary__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueBoolean' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueBoolean LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'valueBoolean' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueBoolean' LOAD_CONST 'Extension field for ``valueBoolean``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueBoolean__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueBoolean__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueCodeableConcept' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueCodeableConcept LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType LOAD_NAME __annotations__ LOAD_CONST 'valueCodeableConcept' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueDateTime' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueDateTime LOAD_NAME fhirtypes LOAD_ATTR DateTime LOAD_NAME __annotations__ LOAD_CONST 'valueDateTime' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueDateTime' LOAD_CONST 'Extension field for ``valueDateTime``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueDateTime__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueDateTime__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueInteger' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueInteger LOAD_NAME fhirtypes LOAD_ATTR Integer LOAD_NAME __annotations__ LOAD_CONST 'valueInteger' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueInteger' LOAD_CONST 'Extension field for ``valueInteger``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueInteger__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueInteger__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valuePeriod' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valuePeriod LOAD_NAME fhirtypes LOAD_ATTR PeriodType LOAD_NAME __annotations__ LOAD_CONST 'valuePeriod' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueQuantity' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueQuantity LOAD_NAME fhirtypes LOAD_ATTR QuantityType LOAD_NAME __annotations__ LOAD_CONST 'valueQuantity' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueRange' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueRange LOAD_NAME fhirtypes LOAD_ATTR RangeType LOAD_NAME __annotations__ LOAD_CONST 'valueRange' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueRatio' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueRatio LOAD_NAME fhirtypes LOAD_ATTR RatioType LOAD_NAME __annotations__ LOAD_CONST 'valueRatio' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueString' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueString LOAD_NAME fhirtypes LOAD_ATTR String LOAD_NAME __annotations__ LOAD_CONST 'valueString' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueString' LOAD_CONST 'Extension field for ``valueString``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueString__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueString__ext' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'valueTime' LOAD_CONST 'Property value' LOAD_CONST 'The value of the extra detail.' LOAD_CONST True LOAD_CONST 'value' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property', 'one_of_many', 'one_of_many_required') CALL_FUNCTION STORE_NAME valueTime LOAD_NAME fhirtypes LOAD_ATTR Time LOAD_NAME __annotations__ LOAD_CONST 'valueTime' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST '_valueTime' LOAD_CONST 'Extension field for ``valueTime``.' LOAD_CONST ('alias', 'title') CALL_FUNCTION STORE_NAME valueTime__ext LOAD_NAME fhirtypes LOAD_ATTR FHIRPrimitiveExtensionType LOAD_NAME __annotations__ LOAD_CONST 'valueTime__ext' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab5429d9c0, file "f.py", line 813> LOAD_CONST 'AuditEventEntityDetail.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_NAME root_validator LOAD_CONST True LOAD_CONST True LOAD_CONST ('pre', 'allow_reuse') CALL_FUNCTION LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME typing LOAD_ATTR Dict LOAD_NAME str LOAD_NAME typing LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('values', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_one_of_many_2422 at 0x7fab5429d150, file "f.py", line 837> LOAD_CONST 'AuditEventEntityDetail.validate_one_of_many_2422' MAKE_FUNCTION CALL_FUNCTION STORE_NAME validate_one_of_many_2422 LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'type' LOAD_CONST 'valueQuantity' LOAD_CONST 'valueCodeableConcept' LOAD_CONST 'valueString' LOAD_CONST 'valueBoolean' LOAD_CONST 'valueInteger' LOAD_CONST 'valueRange' LOAD_CONST 'valueRatio' LOAD_CONST 'valueTime' LOAD_CONST 'valueDateTime' LOAD_CONST 'valuePeriod' LOAD_CONST 'valueBase64Binary' BUILD_LIST RETURN_VALUE LOAD_CONST 'value' LOAD_CONST 'valueBase64Binary' LOAD_CONST 'valueBoolean' LOAD_CONST 'valueCodeableConcept' LOAD_CONST 'valueDateTime' LOAD_CONST 'valueInteger' LOAD_CONST 'valuePeriod' LOAD_CONST 'valueQuantity' LOAD_CONST 'valueRange' LOAD_CONST 'valueRatio' LOAD_CONST 'valueString' LOAD_CONST 'valueTime' BUILD_LIST BUILD_MAP STORE_FAST one_of_many_fields SETUP_LOOP to 208 LOAD_FAST one_of_many_fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 206 UNPACK_SEQUENCE STORE_FAST prefix STORE_FAST fields LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many' BINARY_SUBSCR LOAD_FAST prefix COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cls LOAD_ATTR __fields__ LOAD_FAST fields LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_ATTR field_info LOAD_ATTR extra LOAD_CONST 'one_of_many_required' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is STORE_FAST required LOAD_CONST False STORE_FAST found SETUP_LOOP to 172 LOAD_FAST fields GET_ITER FOR_ITER to 170 STORE_FAST field LOAD_FAST field LOAD_FAST values COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST values LOAD_FAST field BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Any of one field value is expected from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST ', but got multiple!' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_CONST True STORE_FAST found JUMP_ABSOLUTE POP_BLOCK LOAD_FAST required LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST found LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Expect any of field value from this list ' LOAD_FAST fields FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST values RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEventOutcome' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Whether the event succeeded or failed.\n Indicates whether the event succeeded or failed. A free text descripiton\n can be given in outcome.text.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEventOutcome' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'code' LOAD_CONST 'Whether the event succeeded or failed' LOAD_CONST 'Indicates whether the event succeeded or failed.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME code LOAD_NAME fhirtypes LOAD_ATTR CodingType LOAD_NAME __annotations__ LOAD_CONST 'code' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'detail' LOAD_CONST 'Additional outcome detail' LOAD_CONST 'Additional details about the error. This may be a text description of the error or a system code that identifies the error.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME detail LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'detail' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab5429dc00, file "f.py", line 921> LOAD_CONST 'AuditEventOutcome.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'code' LOAD_CONST 'detail' BUILD_LIST RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuditEventSource' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Disclaimer: Any field name ends with ``__ext`` doesn't part of\n Resource StructureDefinition, instead used to enable Extensibility feature\n for FHIR Primitive Data Types.\n\n Audit Event Reporter.\n The actor that is reporting the event.\n " STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'AuditEventSource' LOAD_CONST True LOAD_CONST ('const',) CALL_FUNCTION STORE_NAME resource_type LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'observer' LOAD_CONST 'The identity of source detecting the event' LOAD_CONST 'Identifier of the source where the event was detected.' LOAD_CONST True LOAD_CONST 'Practitioner' LOAD_CONST 'PractitionerRole' LOAD_CONST 'Organization' LOAD_CONST 'CareTeam' LOAD_CONST 'Patient' LOAD_CONST 'Device' LOAD_CONST 'RelatedPerson' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME observer LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'observer' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'site' LOAD_CONST 'Logical source location within the enterprise' LOAD_CONST 'Logical source location within the healthcare enterprise network. For example, a hospital or other provider location within a multi-entity provider group.' LOAD_CONST True LOAD_CONST 'Location' BUILD_LIST LOAD_CONST ('alias', 'title', 'description', 'element_property', 'enum_reference_types') CALL_FUNCTION STORE_NAME site LOAD_NAME fhirtypes LOAD_ATTR ReferenceType LOAD_NAME __annotations__ LOAD_CONST 'site' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'type' LOAD_CONST 'The type of source where event originated' LOAD_CONST 'Code specifying the type of source where event originated.' LOAD_CONST True LOAD_CONST ('alias', 'title', 'description', 'element_property') CALL_FUNCTION STORE_NAME type LOAD_NAME typing LOAD_ATTR List LOAD_NAME fhirtypes LOAD_ATTR CodeableConceptType BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'type' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object elements_sequence at 0x7fab8002fd20, file "f.py", line 979> LOAD_CONST 'AuditEventSource.elements_sequence' MAKE_FUNCTION CALL_FUNCTION STORE_NAME elements_sequence LOAD_CONST None RETURN_VALUE LOAD_CONST 'id' LOAD_CONST 'extension' LOAD_CONST 'modifierExtension' LOAD_CONST 'site' LOAD_CONST 'observer' LOAD_CONST 'type' BUILD_LIST RETURN_VALUE
""" Profile: http://hl7.org/fhir/StructureDefinition/AuditEvent Release: R5 Version: 5.0.0 Build ID: 2aecd53 Last updated: 2023-03-26T15:21:02.749+11:00 """ import typing from pydantic.v1 import Field, root_validator from pydantic.v1.error_wrappers import ErrorWrapper, ValidationError from pydantic.v1.errors import MissingError, NoneIsNotAllowedError from . import backboneelement, domainresource, fhirtypes class AuditEvent(domainresource.DomainResource): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Record of an event. A record of an event relevant for purposes such as operations, privacy, security, maintenance, and performance analysis. """ resource_type = Field("AuditEvent", const=True) action: fhirtypes.Code = Field( None, alias="action", title="Type of action performed during the event", description=( "Indicator for type of action performed during the event that generated" " the audit." ), element_property=True, ) action__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_action", title="Extension field for ``action``." ) agent: typing.List[fhirtypes.AuditEventAgentType] = Field( ..., alias="agent", title="Actor involved in the event", description=( "An actor taking an active role in the event or activity that is " "logged." ), element_property=True, ) authorization: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="authorization", title="Authorization related to the event", description=( "The authorization (e.g., PurposeOfUse) that was used during the event " "being recorded." ), element_property=True, ) basedOn: typing.List[fhirtypes.ReferenceType] = Field( None, alias="basedOn", title="Workflow authorization within which this event occurred", description=( "Allows tracing of authorizatino for the events and tracking whether " "proposals/recommendations were acted upon." ), element_property=True, enum_reference_types=[ "CarePlan", "DeviceRequest", "ImmunizationRecommendation", "MedicationRequest", "NutritionOrder", "ServiceRequest", "Task", ], ) category: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="category", title="Type/identifier of event", description="Classification of the type of event.", element_property=True, ) code: fhirtypes.CodeableConceptType = Field( ..., alias="code", title="Specific type of event", description="Describes what happened. The most specific code for the event.", element_property=True, ) encounter: fhirtypes.ReferenceType = Field( None, alias="encounter", title=( "Encounter within which this event occurred or which the event is " "tightly associated" ), description=( "This will typically be the encounter the event occurred, but some " "events may be initiated prior to or after the official completion of " "an encounter but still be tied to the context of the encounter (e.g. " "pre-admission lab tests)." ), element_property=True, enum_reference_types=["Encounter"], ) entity: typing.List[fhirtypes.AuditEventEntityType] = Field( None, alias="entity", title="Data or objects used", description="Specific instances of data or objects that have been accessed.", element_property=True, ) occurredDateTime: fhirtypes.DateTime = Field( None, alias="occurredDateTime", title="When the activity occurred", description="The time or period during which the activity occurred.", element_property=True, one_of_many="occurred", one_of_many_required=False, ) occurredDateTime__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_occurredDateTime", title="Extension field for ``occurredDateTime``.", ) occurredPeriod: fhirtypes.PeriodType = Field( None, alias="occurredPeriod", title="When the activity occurred", description="The time or period during which the activity occurred.", element_property=True, one_of_many="occurred", one_of_many_required=False, ) outcome: fhirtypes.AuditEventOutcomeType = Field( None, alias="outcome", title="Whether the event succeeded or failed", description=( "Indicates whether the event succeeded or failed. A free text " "descripiton can be given in outcome.text." ), element_property=True, ) patient: fhirtypes.ReferenceType = Field( None, alias="patient", title=( "The patient is the subject of the data used/created/updated/deleted " "during the activity" ), description=( "The patient element is available to enable deterministic tracking of " "activities that involve the patient as the subject of the data used in" " an activity." ), element_property=True, enum_reference_types=["Patient"], ) recorded: fhirtypes.Instant = Field( None, alias="recorded", title="Time when the event was recorded", description="The time when the event was recorded.", element_property=True, element_required=True, ) recorded__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_recorded", title="Extension field for ``recorded``." ) severity: fhirtypes.Code = Field( None, alias="severity", title=( "emergency | alert | critical | error | warning | notice | " "informational | debug" ), description=( "Indicates and enables segmentation of various severity including " "debugging from critical." ), element_property=True, enum_values=[ "emergency", "alert", "critical", "error", "warning", "notice", "informational", "debug", ], ) severity__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_severity", title="Extension field for ``severity``." ) source: fhirtypes.AuditEventSourceType = Field( ..., alias="source", title="Audit Event Reporter", description="The actor that is reporting the event.", element_property=True, ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEvent`` according specification, with preserving original sequence order. """ return [ "id", "meta", "implicitRules", "language", "text", "contained", "extension", "modifierExtension", "category", "code", "action", "severity", "occurredPeriod", "occurredDateTime", "recorded", "outcome", "authorization", "basedOn", "patient", "encounter", "agent", "source", "entity", ] @root_validator(pre=True, allow_reuse=True) def validate_required_primitive_elements_1198( cls, values: typing.Dict[str, typing.Any] ) -> typing.Dict[str, typing.Any]: """https://www.hl7.org/fhir/extensibility.html#Special-Case In some cases, implementers might find that they do not have appropriate data for an element with minimum cardinality = 1. In this case, the element must be present, but unless the resource or a profile on it has made the actual value of the primitive data type mandatory, it is possible to provide an extension that explains why the primitive value is not present. """ required_fields = [("recorded", "recorded__ext")] _missing = object() def _fallback(): return "" errors: typing.List["ErrorWrapper"] = [] for name, ext in required_fields: field = cls.__fields__[name] ext_field = cls.__fields__[ext] value = values.get(field.alias, _missing) if value not in (_missing, None): continue ext_value = values.get(ext_field.alias, _missing) missing_ext = True if ext_value not in (_missing, None): if isinstance(ext_value, dict): missing_ext = len(ext_value.get("extension", [])) == 0 elif ( getattr(ext_value.__class__, "get_resource_type", _fallback)() == "FHIRPrimitiveExtension" ): if ext_value.extension and len(ext_value.extension) > 0: missing_ext = False else: validate_pass = True for validator in ext_field.type_.__get_validators__(): try: ext_value = validator(v=ext_value) except ValidationError as exc: errors.append(ErrorWrapper(exc, loc=ext_field.alias)) validate_pass = False if not validate_pass: continue if ext_value.extension and len(ext_value.extension) > 0: missing_ext = False if missing_ext: if value is _missing: errors.append(ErrorWrapper(MissingError(), loc=field.alias)) else: errors.append( ErrorWrapper(NoneIsNotAllowedError(), loc=field.alias) ) if len(errors) > 0: raise ValidationError(errors, cls) # type: ignore return values @root_validator(pre=True, allow_reuse=True) def validate_one_of_many_1198( cls, values: typing.Dict[str, typing.Any] ) -> typing.Dict[str, typing.Any]: """https://www.hl7.org/fhir/formats.html#choice A few elements have a choice of more than one data type for their content. All such elements have a name that takes the form nnn[x]. The "nnn" part of the name is constant, and the "[x]" is replaced with the title-cased name of the type that is actually used. The table view shows each of these names explicitly. Elements that have a choice of data type cannot repeat - they must have a maximum cardinality of 1. When constructing an instance of an element with a choice of types, the authoring system must create a single element with a data type chosen from among the list of permitted data types. """ one_of_many_fields = {"occurred": ["occurredDateTime", "occurredPeriod"]} for prefix, fields in one_of_many_fields.items(): assert cls.__fields__[fields[0]].field_info.extra["one_of_many"] == prefix required = ( cls.__fields__[fields[0]].field_info.extra["one_of_many_required"] is True ) found = False for field in fields: if field in values and values[field] is not None: if found is True: raise ValueError( "Any of one field value is expected from " f"this list {fields}, but got multiple!" ) else: found = True if required is True and found is False: raise ValueError(f"Expect any of field value from this list {fields}.") return values class AuditEventAgent(backboneelement.BackboneElement): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Actor involved in the event. An actor taking an active role in the event or activity that is logged. """ resource_type = Field("AuditEventAgent", const=True) authorization: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="authorization", title="Allowable authorization for this agent", description=( "The authorization (e.g., PurposeOfUse) that was used during the event " "being recorded." ), element_property=True, ) location: fhirtypes.ReferenceType = Field( None, alias="location", title="The agent location when the event occurred", description=( "Where the agent location is known, the agent location when the event " "occurred." ), element_property=True, enum_reference_types=["Location"], ) networkReference: fhirtypes.ReferenceType = Field( None, alias="networkReference", title="This agent network location for the activity", description=( "When the event utilizes a network there should be an agent describing " "the local system, and an agent describing remote system, with the " "network interface details." ), element_property=True, one_of_many="network", one_of_many_required=False, enum_reference_types=["Endpoint"], ) networkString: fhirtypes.String = Field( None, alias="networkString", title="This agent network location for the activity", description=( "When the event utilizes a network there should be an agent describing " "the local system, and an agent describing remote system, with the " "network interface details." ), element_property=True, one_of_many="network", one_of_many_required=False, ) networkString__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_networkString", title="Extension field for ``networkString``." ) networkUri: fhirtypes.Uri = Field( None, alias="networkUri", title="This agent network location for the activity", description=( "When the event utilizes a network there should be an agent describing " "the local system, and an agent describing remote system, with the " "network interface details." ), element_property=True, one_of_many="network", one_of_many_required=False, ) networkUri__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_networkUri", title="Extension field for ``networkUri``." ) policy: typing.List[typing.Optional[fhirtypes.Uri]] = Field( None, alias="policy", title="Policy that authorized the agent participation in the event", description=( "Where the policy(ies) are known that authorized the agent " "participation in the event. Typically, a single activity may have " "multiple applicable policies, such as patient consent, guarantor " "funding, etc. The policy would also indicate the security token used." ), element_property=True, ) policy__ext: typing.List[ typing.Union[fhirtypes.FHIRPrimitiveExtensionType, None] ] = Field(None, alias="_policy", title="Extension field for ``policy``.") requestor: bool = Field( None, alias="requestor", title="Whether user is initiator", description=( "Indicator that the user is or is not the requestor, or initiator, for " "the event being audited." ), element_property=True, ) requestor__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_requestor", title="Extension field for ``requestor``." ) role: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="role", title="Agent role in the event", description=( "The structural roles of the agent indicating the agent's competency. " "The security role enabling the agent with respect to the activity." ), element_property=True, ) type: fhirtypes.CodeableConceptType = Field( None, alias="type", title="How agent participated", description="The Functional Role of the user when performing the event.", element_property=True, ) who: fhirtypes.ReferenceType = Field( ..., alias="who", title="Identifier of who", description="Reference to who this agent is that was involved in the event.", element_property=True, enum_reference_types=[ "Practitioner", "PractitionerRole", "Organization", "CareTeam", "Patient", "Device", "RelatedPerson", ], ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEventAgent`` according specification, with preserving original sequence order. """ return [ "id", "extension", "modifierExtension", "type", "role", "who", "requestor", "location", "policy", "networkReference", "networkUri", "networkString", "authorization", ] @root_validator(pre=True, allow_reuse=True) def validate_one_of_many_1693( cls, values: typing.Dict[str, typing.Any] ) -> typing.Dict[str, typing.Any]: """https://www.hl7.org/fhir/formats.html#choice A few elements have a choice of more than one data type for their content. All such elements have a name that takes the form nnn[x]. The "nnn" part of the name is constant, and the "[x]" is replaced with the title-cased name of the type that is actually used. The table view shows each of these names explicitly. Elements that have a choice of data type cannot repeat - they must have a maximum cardinality of 1. When constructing an instance of an element with a choice of types, the authoring system must create a single element with a data type chosen from among the list of permitted data types. """ one_of_many_fields = { "network": ["networkReference", "networkString", "networkUri"] } for prefix, fields in one_of_many_fields.items(): assert cls.__fields__[fields[0]].field_info.extra["one_of_many"] == prefix required = ( cls.__fields__[fields[0]].field_info.extra["one_of_many_required"] is True ) found = False for field in fields: if field in values and values[field] is not None: if found is True: raise ValueError( "Any of one field value is expected from " f"this list {fields}, but got multiple!" ) else: found = True if required is True and found is False: raise ValueError(f"Expect any of field value from this list {fields}.") return values class AuditEventEntity(backboneelement.BackboneElement): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Data or objects used. Specific instances of data or objects that have been accessed. """ resource_type = Field("AuditEventEntity", const=True) agent: typing.List[fhirtypes.AuditEventAgentType] = Field( None, alias="agent", title="Entity is attributed to this agent", description=( "The entity is attributed to an agent to express the agent's " "responsibility for that entity in the activity. This is most used to " "indicate when persistence media (the entity) are used by an agent. For" " example when importing data from a device, the device would be " "described in an entity, and the user importing data from that media " "would be indicated as the entity.agent." ), element_property=True, ) detail: typing.List[fhirtypes.AuditEventEntityDetailType] = Field( None, alias="detail", title="Additional Information about the entity", description=( "Tagged value pairs for conveying additional information about the " "entity." ), element_property=True, ) query: fhirtypes.Base64Binary = Field( None, alias="query", title="Query parameters", description="The query parameters for a query-type entities.", element_property=True, ) query__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_query", title="Extension field for ``query``." ) role: fhirtypes.CodeableConceptType = Field( None, alias="role", title="What role the entity played", description=( "Code representing the role the entity played in the event being " "audited." ), element_property=True, ) securityLabel: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="securityLabel", title="Security labels on the entity", description="Security labels for the identified entity.", element_property=True, ) what: fhirtypes.ReferenceType = Field( None, alias="what", title="Specific instance of resource", description=( "Identifies a specific instance of the entity. The reference should be " "version specific. This is allowed to be a Parameters resource." ), element_property=True, enum_reference_types=["Resource"], ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEventEntity`` according specification, with preserving original sequence order. """ return [ "id", "extension", "modifierExtension", "what", "role", "securityLabel", "query", "detail", "agent", ] class AuditEventEntityDetail(backboneelement.BackboneElement): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Additional Information about the entity. Tagged value pairs for conveying additional information about the entity. """ resource_type = Field("AuditEventEntityDetail", const=True) type: fhirtypes.CodeableConceptType = Field( ..., alias="type", title="Name of the property", description="The type of extra detail provided in the value.", element_property=True, ) valueBase64Binary: fhirtypes.Base64Binary = Field( None, alias="valueBase64Binary", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueBase64Binary__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueBase64Binary", title="Extension field for ``valueBase64Binary``.", ) valueBoolean: bool = Field( None, alias="valueBoolean", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueBoolean__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueBoolean", title="Extension field for ``valueBoolean``." ) valueCodeableConcept: fhirtypes.CodeableConceptType = Field( None, alias="valueCodeableConcept", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueDateTime: fhirtypes.DateTime = Field( None, alias="valueDateTime", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueDateTime__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueDateTime", title="Extension field for ``valueDateTime``." ) valueInteger: fhirtypes.Integer = Field( None, alias="valueInteger", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueInteger__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueInteger", title="Extension field for ``valueInteger``." ) valuePeriod: fhirtypes.PeriodType = Field( None, alias="valuePeriod", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueQuantity: fhirtypes.QuantityType = Field( None, alias="valueQuantity", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueRange: fhirtypes.RangeType = Field( None, alias="valueRange", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueRatio: fhirtypes.RatioType = Field( None, alias="valueRatio", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueString: fhirtypes.String = Field( None, alias="valueString", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueString__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueString", title="Extension field for ``valueString``." ) valueTime: fhirtypes.Time = Field( None, alias="valueTime", title="Property value", description="The value of the extra detail.", element_property=True, one_of_many="value", one_of_many_required=True, ) valueTime__ext: fhirtypes.FHIRPrimitiveExtensionType = Field( None, alias="_valueTime", title="Extension field for ``valueTime``." ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEventEntityDetail`` according specification, with preserving original sequence order. """ return [ "id", "extension", "modifierExtension", "type", "valueQuantity", "valueCodeableConcept", "valueString", "valueBoolean", "valueInteger", "valueRange", "valueRatio", "valueTime", "valueDateTime", "valuePeriod", "valueBase64Binary", ] @root_validator(pre=True, allow_reuse=True) def validate_one_of_many_2422( cls, values: typing.Dict[str, typing.Any] ) -> typing.Dict[str, typing.Any]: """https://www.hl7.org/fhir/formats.html#choice A few elements have a choice of more than one data type for their content. All such elements have a name that takes the form nnn[x]. The "nnn" part of the name is constant, and the "[x]" is replaced with the title-cased name of the type that is actually used. The table view shows each of these names explicitly. Elements that have a choice of data type cannot repeat - they must have a maximum cardinality of 1. When constructing an instance of an element with a choice of types, the authoring system must create a single element with a data type chosen from among the list of permitted data types. """ one_of_many_fields = { "value": [ "valueBase64Binary", "valueBoolean", "valueCodeableConcept", "valueDateTime", "valueInteger", "valuePeriod", "valueQuantity", "valueRange", "valueRatio", "valueString", "valueTime", ] } for prefix, fields in one_of_many_fields.items(): assert cls.__fields__[fields[0]].field_info.extra["one_of_many"] == prefix required = ( cls.__fields__[fields[0]].field_info.extra["one_of_many_required"] is True ) found = False for field in fields: if field in values and values[field] is not None: if found is True: raise ValueError( "Any of one field value is expected from " f"this list {fields}, but got multiple!" ) else: found = True if required is True and found is False: raise ValueError(f"Expect any of field value from this list {fields}.") return values class AuditEventOutcome(backboneelement.BackboneElement): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Whether the event succeeded or failed. Indicates whether the event succeeded or failed. A free text descripiton can be given in outcome.text. """ resource_type = Field("AuditEventOutcome", const=True) code: fhirtypes.CodingType = Field( ..., alias="code", title="Whether the event succeeded or failed", description="Indicates whether the event succeeded or failed.", element_property=True, ) detail: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="detail", title="Additional outcome detail", description=( "Additional details about the error. This may be a text description of " "the error or a system code that identifies the error." ), element_property=True, ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEventOutcome`` according specification, with preserving original sequence order. """ return ["id", "extension", "modifierExtension", "code", "detail"] class AuditEventSource(backboneelement.BackboneElement): """Disclaimer: Any field name ends with ``__ext`` doesn't part of Resource StructureDefinition, instead used to enable Extensibility feature for FHIR Primitive Data Types. Audit Event Reporter. The actor that is reporting the event. """ resource_type = Field("AuditEventSource", const=True) observer: fhirtypes.ReferenceType = Field( ..., alias="observer", title="The identity of source detecting the event", description="Identifier of the source where the event was detected.", element_property=True, enum_reference_types=[ "Practitioner", "PractitionerRole", "Organization", "CareTeam", "Patient", "Device", "RelatedPerson", ], ) site: fhirtypes.ReferenceType = Field( None, alias="site", title="Logical source location within the enterprise", description=( "Logical source location within the healthcare enterprise network. For" " example, a hospital or other provider location within a multi-entity " "provider group." ), element_property=True, enum_reference_types=["Location"], ) type: typing.List[fhirtypes.CodeableConceptType] = Field( None, alias="type", title="The type of source where event originated", description="Code specifying the type of source where event originated.", element_property=True, ) @classmethod def elements_sequence(cls): """returning all elements names from ``AuditEventSource`` according specification, with preserving original sequence order. """ return ["id", "extension", "modifierExtension", "site", "observer", "type"]
data/fhir.resources-7.1.0/fhir/resources/auditevent.py
11,869
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'AccessApprovalSettingsArgs' LOAD_CONST 'AccessApprovalSettings' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object AccessApprovalSettingsArgs at 0x7faa5f7d7b70, file "f.py", line 13> LOAD_CONST 'AccessApprovalSettingsArgs' MAKE_FUNCTION LOAD_CONST 'AccessApprovalSettingsArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME AccessApprovalSettingsArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _AccessApprovalSettingsState at 0x7faa5f7d79c0, file "f.py", line 115> LOAD_CONST '_AccessApprovalSettingsState' MAKE_FUNCTION LOAD_CONST '_AccessApprovalSettingsState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _AccessApprovalSettingsState LOAD_BUILD_CLASS LOAD_CONST <code object AccessApprovalSettings at 0x7fab40f49930, file "f.py", line 297> LOAD_CONST 'AccessApprovalSettings' MAKE_FUNCTION LOAD_CONST 'AccessApprovalSettings' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME AccessApprovalSettings LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AccessApprovalSettingsArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('active_key_version', 'notification_emails') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('enrolled_services', 'organization_id', 'active_key_version', 'notification_emails') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab801d90c0, file "f.py", line 15> LOAD_CONST 'AccessApprovalSettingsArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'enrolledServices' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_services at 0x7fab801d9e40, file "f.py", line 46> LOAD_CONST 'AccessApprovalSettingsArgs.enrolled_services' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME enrolled_services LOAD_NAME enrolled_services LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_services at 0x7fab801d98a0, file "f.py", line 62> LOAD_CONST 'AccessApprovalSettingsArgs.enrolled_services' MAKE_FUNCTION CALL_FUNCTION STORE_NAME enrolled_services LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'organizationId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object organization_id at 0x7fab801d9780, file "f.py", line 71> LOAD_CONST 'AccessApprovalSettingsArgs.organization_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME organization_id LOAD_NAME organization_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object organization_id at 0x7fab801d9a50, file "f.py", line 79> LOAD_CONST 'AccessApprovalSettingsArgs.organization_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME organization_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'activeKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object active_key_version at 0x7faa5e7d84b0, file "f.py", line 83> LOAD_CONST 'AccessApprovalSettingsArgs.active_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME active_key_version LOAD_NAME active_key_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object active_key_version at 0x7faa5e7d8540, file "f.py", line 92> LOAD_CONST 'AccessApprovalSettingsArgs.active_key_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME active_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'notificationEmails' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object notification_emails at 0x7faa5e7d8390, file "f.py", line 96> LOAD_CONST 'AccessApprovalSettingsArgs.notification_emails' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME notification_emails LOAD_NAME notification_emails LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object notification_emails at 0x7faa5f7d71e0, file "f.py", line 108> LOAD_CONST 'AccessApprovalSettingsArgs.notification_emails' MAKE_FUNCTION CALL_FUNCTION STORE_NAME notification_emails LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'enrolled_services' LOAD_FAST enrolled_services CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'organization_id' LOAD_FAST organization_id CALL_METHOD POP_TOP LOAD_FAST active_key_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'active_key_version' LOAD_FAST active_key_version CALL_METHOD POP_TOP LOAD_FAST notification_emails LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'notification_emails' LOAD_FAST notification_emails CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'enrolled_services' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'enrolled_services' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'organization_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'organization_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'active_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'active_key_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'notification_emails' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'notification_emails' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_AccessApprovalSettingsState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('active_key_version', 'ancestor_has_active_key_version', 'enrolled_ancestor', 'enrolled_services', 'invalid_key_version', 'name', 'notification_emails', 'organization_id') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('active_key_version', 'ancestor_has_active_key_version', 'enrolled_ancestor', 'enrolled_services', 'invalid_key_version', 'name', 'notification_emails', 'organization_id') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5f7d7300, file "f.py", line 117> LOAD_CONST '_AccessApprovalSettingsState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'activeKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object active_key_version at 0x7faa5f7d7390, file "f.py", line 174> LOAD_CONST '_AccessApprovalSettingsState.active_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME active_key_version LOAD_NAME active_key_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object active_key_version at 0x7faa5f7d7c00, file "f.py", line 183> LOAD_CONST '_AccessApprovalSettingsState.active_key_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME active_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ancestorHasActiveKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ancestor_has_active_key_version at 0x7faa5f7d7f60, file "f.py", line 187> LOAD_CONST '_AccessApprovalSettingsState.ancestor_has_active_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME ancestor_has_active_key_version LOAD_NAME ancestor_has_active_key_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ancestor_has_active_key_version at 0x7faa5f7d7a50, file "f.py", line 195> LOAD_CONST '_AccessApprovalSettingsState.ancestor_has_active_key_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ancestor_has_active_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'enrolledAncestor' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_ancestor at 0x7faa5f7d7420, file "f.py", line 199> LOAD_CONST '_AccessApprovalSettingsState.enrolled_ancestor' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME enrolled_ancestor LOAD_NAME enrolled_ancestor LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_ancestor at 0x7faa5f7d7d20, file "f.py", line 207> LOAD_CONST '_AccessApprovalSettingsState.enrolled_ancestor' MAKE_FUNCTION CALL_FUNCTION STORE_NAME enrolled_ancestor LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'enrolledServices' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_services at 0x7faa5f7d7c90, file "f.py", line 211> LOAD_CONST '_AccessApprovalSettingsState.enrolled_services' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME enrolled_services LOAD_NAME enrolled_services LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_services at 0x7faa5f7d75d0, file "f.py", line 229> LOAD_CONST '_AccessApprovalSettingsState.enrolled_services' MAKE_FUNCTION CALL_FUNCTION STORE_NAME enrolled_services LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'invalidKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object invalid_key_version at 0x7faa5f7d70c0, file "f.py", line 240> LOAD_CONST '_AccessApprovalSettingsState.invalid_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME invalid_key_version LOAD_NAME invalid_key_version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object invalid_key_version at 0x7faa5f7d74b0, file "f.py", line 250> LOAD_CONST '_AccessApprovalSettingsState.invalid_key_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME invalid_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5f7d7780, file "f.py", line 254> LOAD_CONST '_AccessApprovalSettingsState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5f7d7030, file "f.py", line 262> LOAD_CONST '_AccessApprovalSettingsState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'notificationEmails' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object notification_emails at 0x7faa5f7d7e40, file "f.py", line 266> LOAD_CONST '_AccessApprovalSettingsState.notification_emails' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME notification_emails LOAD_NAME notification_emails LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object notification_emails at 0x7faa5f7d78a0, file "f.py", line 278> LOAD_CONST '_AccessApprovalSettingsState.notification_emails' MAKE_FUNCTION CALL_FUNCTION STORE_NAME notification_emails LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'organizationId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object organization_id at 0x7faa5f7d7db0, file "f.py", line 284> LOAD_CONST '_AccessApprovalSettingsState.organization_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME organization_id LOAD_NAME organization_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object organization_id at 0x7faa5f7d7540, file "f.py", line 292> LOAD_CONST '_AccessApprovalSettingsState.organization_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME organization_id LOAD_CONST None RETURN_VALUE LOAD_FAST active_key_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'active_key_version' LOAD_FAST active_key_version CALL_METHOD POP_TOP LOAD_FAST ancestor_has_active_key_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'ancestor_has_active_key_version' LOAD_FAST ancestor_has_active_key_version CALL_METHOD POP_TOP LOAD_FAST enrolled_ancestor LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'enrolled_ancestor' LOAD_FAST enrolled_ancestor CALL_METHOD POP_TOP LOAD_FAST enrolled_services LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'enrolled_services' LOAD_FAST enrolled_services CALL_METHOD POP_TOP LOAD_FAST invalid_key_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'invalid_key_version' LOAD_FAST invalid_key_version CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST notification_emails LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'notification_emails' LOAD_FAST notification_emails CALL_METHOD POP_TOP LOAD_FAST organization_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'organization_id' LOAD_FAST organization_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'active_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'active_key_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'ancestor_has_active_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'ancestor_has_active_key_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'enrolled_ancestor' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'enrolled_ancestor' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'enrolled_services' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'enrolled_services' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'invalid_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'invalid_key_version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'notification_emails' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'notification_emails' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'organization_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'organization_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AccessApprovalSettings' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'active_key_version', 'enrolled_services', 'notification_emails', 'organization_id') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5f7d76f0, file "f.py", line 298> LOAD_CONST 'AccessApprovalSettings.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME AccessApprovalSettingsArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5e9e94b0, file "f.py", line 408> LOAD_CONST 'AccessApprovalSettings.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5e9e9930, file "f.py", line 496> LOAD_CONST 'AccessApprovalSettings.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'active_key_version', 'enrolled_services', 'notification_emails', 'organization_id') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa5e9e9d20, file "f.py", line 505> LOAD_CONST 'AccessApprovalSettings._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AccessApprovalSettingsEnrolledServiceArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'AccessApprovalSettings' LOAD_CONST ('resource_name', 'id', 'opts', 'active_key_version', 'ancestor_has_active_key_version', 'enrolled_ancestor', 'enrolled_services', 'invalid_key_version', 'name', 'notification_emails', 'organization_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa5e9e95d0, file "f.py", line 556> LOAD_CONST 'AccessApprovalSettings.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'activeKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object active_key_version at 0x7faa5e9e9150, file "f.py", line 619> LOAD_CONST 'AccessApprovalSettings.active_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME active_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ancestorHasActiveKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ancestor_has_active_key_version at 0x7fae471296f0, file "f.py", line 628> LOAD_CONST 'AccessApprovalSettings.ancestor_has_active_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME ancestor_has_active_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'enrolledAncestor' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_ancestor at 0x7fab700b4e40, file "f.py", line 636> LOAD_CONST 'AccessApprovalSettings.enrolled_ancestor' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME enrolled_ancestor LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'enrolledServices' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_CONST 'outputs.AccessApprovalSettingsEnrolledService' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object enrolled_services at 0x7fab700b45d0, file "f.py", line 644> LOAD_CONST 'AccessApprovalSettings.enrolled_services' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME enrolled_services LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'invalidKeyVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object invalid_key_version at 0x7fab700b4660, file "f.py", line 658> LOAD_CONST 'AccessApprovalSettings.invalid_key_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME invalid_key_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab700b4f60, file "f.py", line 668> LOAD_CONST 'AccessApprovalSettings.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'notificationEmails' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object notification_emails at 0x7fab700b4540, file "f.py", line 676> LOAD_CONST 'AccessApprovalSettings.notification_emails' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME notification_emails LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'organizationId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object organization_id at 0x7fab40f491e0, file "f.py", line 686> LOAD_CONST 'AccessApprovalSettings.organization_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME organization_id LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL AccessApprovalSettingsArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL AccessApprovalSettingsArgs LOAD_METHOD __new__ LOAD_GLOBAL AccessApprovalSettingsArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST active_key_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'active_key_version' STORE_SUBSCR LOAD_FAST enrolled_services LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'enrolled_services'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST enrolled_services LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'enrolled_services' STORE_SUBSCR LOAD_FAST notification_emails LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'notification_emails' STORE_SUBSCR LOAD_FAST organization_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'organization_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST organization_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'organization_id' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'ancestor_has_active_key_version' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'enrolled_ancestor' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'invalid_key_version' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL AccessApprovalSettings LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:organizations/accessApprovalSettings:AccessApprovalSettings' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _AccessApprovalSettingsState LOAD_METHOD __new__ LOAD_GLOBAL _AccessApprovalSettingsState CALL_METHOD STORE_FAST __props__ LOAD_FAST active_key_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'active_key_version' STORE_SUBSCR LOAD_FAST ancestor_has_active_key_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'ancestor_has_active_key_version' STORE_SUBSCR LOAD_FAST enrolled_ancestor LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'enrolled_ancestor' STORE_SUBSCR LOAD_FAST enrolled_services LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'enrolled_services' STORE_SUBSCR LOAD_FAST invalid_key_version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'invalid_key_version' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST notification_emails LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'notification_emails' STORE_SUBSCR LOAD_FAST organization_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'organization_id' STORE_SUBSCR LOAD_GLOBAL AccessApprovalSettings LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'active_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'ancestor_has_active_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'enrolled_ancestor' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'enrolled_services' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'invalid_key_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'notification_emails' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'organization_id' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["AccessApprovalSettingsArgs", "AccessApprovalSettings"] @pulumi.input_type class AccessApprovalSettingsArgs: def __init__( __self__, *, enrolled_services: pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ], organization_id: pulumi.Input[str], active_key_version: Optional[pulumi.Input[str]] = None, notification_emails: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None ): """ The set of arguments for constructing a AccessApprovalSettings resource. :param pulumi.Input[Sequence[pulumi.Input['AccessApprovalSettingsEnrolledServiceArgs']]] enrolled_services: A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. :param pulumi.Input[str] organization_id: ID of the organization of the access approval settings. :param pulumi.Input[str] active_key_version: The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. :param pulumi.Input[Sequence[pulumi.Input[str]]] notification_emails: A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. """ pulumi.set(__self__, "enrolled_services", enrolled_services) pulumi.set(__self__, "organization_id", organization_id) if active_key_version is not None: pulumi.set(__self__, "active_key_version", active_key_version) if notification_emails is not None: pulumi.set(__self__, "notification_emails", notification_emails) @property @pulumi.getter(name="enrolledServices") def enrolled_services( self, ) -> pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ]: """ A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. """ return pulumi.get(self, "enrolled_services") @enrolled_services.setter def enrolled_services( self, value: pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ], ): pulumi.set(self, "enrolled_services", value) @property @pulumi.getter(name="organizationId") def organization_id(self) -> pulumi.Input[str]: """ ID of the organization of the access approval settings. """ return pulumi.get(self, "organization_id") @organization_id.setter def organization_id(self, value: pulumi.Input[str]): pulumi.set(self, "organization_id", value) @property @pulumi.getter(name="activeKeyVersion") def active_key_version(self) -> Optional[pulumi.Input[str]]: """ The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. """ return pulumi.get(self, "active_key_version") @active_key_version.setter def active_key_version(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "active_key_version", value) @property @pulumi.getter(name="notificationEmails") def notification_emails( self, ) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: """ A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. """ return pulumi.get(self, "notification_emails") @notification_emails.setter def notification_emails( self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] ): pulumi.set(self, "notification_emails", value) @pulumi.input_type class _AccessApprovalSettingsState: def __init__( __self__, *, active_key_version: Optional[pulumi.Input[str]] = None, ancestor_has_active_key_version: Optional[pulumi.Input[bool]] = None, enrolled_ancestor: Optional[pulumi.Input[bool]] = None, enrolled_services: Optional[ pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ] ] = None, invalid_key_version: Optional[pulumi.Input[bool]] = None, name: Optional[pulumi.Input[str]] = None, notification_emails: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, organization_id: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering AccessApprovalSettings resources. :param pulumi.Input[str] active_key_version: The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. :param pulumi.Input[bool] ancestor_has_active_key_version: This field will always be unset for the organization since organizations do not have ancestors. :param pulumi.Input[bool] enrolled_ancestor: This field will always be unset for the organization since organizations do not have ancestors. :param pulumi.Input[Sequence[pulumi.Input['AccessApprovalSettingsEnrolledServiceArgs']]] enrolled_services: A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. :param pulumi.Input[bool] invalid_key_version: If the field is true, that indicates that there is some configuration issue with the active_key_version configured on this Organization (e.g. it doesn't exist or the Access Approval service account doesn't have the correct permissions on it, etc.). :param pulumi.Input[str] name: The resource name of the settings. Format is "organizations/{organization_id}/accessApprovalSettings" :param pulumi.Input[Sequence[pulumi.Input[str]]] notification_emails: A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. :param pulumi.Input[str] organization_id: ID of the organization of the access approval settings. """ if active_key_version is not None: pulumi.set(__self__, "active_key_version", active_key_version) if ancestor_has_active_key_version is not None: pulumi.set( __self__, "ancestor_has_active_key_version", ancestor_has_active_key_version, ) if enrolled_ancestor is not None: pulumi.set(__self__, "enrolled_ancestor", enrolled_ancestor) if enrolled_services is not None: pulumi.set(__self__, "enrolled_services", enrolled_services) if invalid_key_version is not None: pulumi.set(__self__, "invalid_key_version", invalid_key_version) if name is not None: pulumi.set(__self__, "name", name) if notification_emails is not None: pulumi.set(__self__, "notification_emails", notification_emails) if organization_id is not None: pulumi.set(__self__, "organization_id", organization_id) @property @pulumi.getter(name="activeKeyVersion") def active_key_version(self) -> Optional[pulumi.Input[str]]: """ The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. """ return pulumi.get(self, "active_key_version") @active_key_version.setter def active_key_version(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "active_key_version", value) @property @pulumi.getter(name="ancestorHasActiveKeyVersion") def ancestor_has_active_key_version(self) -> Optional[pulumi.Input[bool]]: """ This field will always be unset for the organization since organizations do not have ancestors. """ return pulumi.get(self, "ancestor_has_active_key_version") @ancestor_has_active_key_version.setter def ancestor_has_active_key_version(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "ancestor_has_active_key_version", value) @property @pulumi.getter(name="enrolledAncestor") def enrolled_ancestor(self) -> Optional[pulumi.Input[bool]]: """ This field will always be unset for the organization since organizations do not have ancestors. """ return pulumi.get(self, "enrolled_ancestor") @enrolled_ancestor.setter def enrolled_ancestor(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "enrolled_ancestor", value) @property @pulumi.getter(name="enrolledServices") def enrolled_services( self, ) -> Optional[ pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ] ]: """ A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. """ return pulumi.get(self, "enrolled_services") @enrolled_services.setter def enrolled_services( self, value: Optional[ pulumi.Input[ Sequence[pulumi.Input["AccessApprovalSettingsEnrolledServiceArgs"]] ] ], ): pulumi.set(self, "enrolled_services", value) @property @pulumi.getter(name="invalidKeyVersion") def invalid_key_version(self) -> Optional[pulumi.Input[bool]]: """ If the field is true, that indicates that there is some configuration issue with the active_key_version configured on this Organization (e.g. it doesn't exist or the Access Approval service account doesn't have the correct permissions on it, etc.). """ return pulumi.get(self, "invalid_key_version") @invalid_key_version.setter def invalid_key_version(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "invalid_key_version", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The resource name of the settings. Format is "organizations/{organization_id}/accessApprovalSettings" """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="notificationEmails") def notification_emails( self, ) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: """ A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. """ return pulumi.get(self, "notification_emails") @notification_emails.setter def notification_emails( self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] ): pulumi.set(self, "notification_emails", value) @property @pulumi.getter(name="organizationId") def organization_id(self) -> Optional[pulumi.Input[str]]: """ ID of the organization of the access approval settings. """ return pulumi.get(self, "organization_id") @organization_id.setter def organization_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "organization_id", value) class AccessApprovalSettings(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, active_key_version: Optional[pulumi.Input[str]] = None, enrolled_services: Optional[ pulumi.Input[ Sequence[ pulumi.Input[ pulumi.InputType["AccessApprovalSettingsEnrolledServiceArgs"] ] ] ] ] = None, notification_emails: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, organization_id: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Access Approval enables you to require your explicit approval whenever Google support and engineering need to access your customer content. To get more information about OrganizationSettings, see: * [API documentation](https://cloud.google.com/access-approval/docs/reference/rest/v1/organizations) ```python import pulumi import pulumi_gcp as gcp organization_access_approval = gcp.organizations.AccessApprovalSettings("organizationAccessApproval", enrolled_services=[ gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="appengine.googleapis.com", ), gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="dataflow.googleapis.com", enrollment_level="BLOCK_ALL", ), ], notification_emails=[ "[email protected]", "[email protected]", ], organization_id="123456789") ``` ```python import pulumi import pulumi_gcp as gcp my_project = gcp.organizations.Project("myProject", org_id="123456789") key_ring = gcp.kms.KeyRing("keyRing", location="global", project=my_project.project_id) crypto_key = gcp.kms.CryptoKey("cryptoKey", key_ring=key_ring.id, purpose="ASYMMETRIC_SIGN", version_template=gcp.kms.CryptoKeyVersionTemplateArgs( algorithm="EC_SIGN_P384_SHA384", )) service_account = gcp.accessapproval.get_organization_service_account(organization_id="123456789") iam = gcp.kms.CryptoKeyIAMMember("iam", crypto_key_id=crypto_key.id, role="roles/cloudkms.signerVerifier", member=f"serviceAccount:{service_account.account_email}") crypto_key_version = gcp.kms.get_kms_crypto_key_version_output(crypto_key=crypto_key.id) organization_access_approval = gcp.organizations.AccessApprovalSettings("organizationAccessApproval", organization_id="123456789", active_key_version=crypto_key_version.name, enrolled_services=[gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="all", )], opts=pulumi.ResourceOptions(depends_on=[iam])) ``` OrganizationSettings can be imported using any of these accepted formats: * `organizations/{{organization_id}}/accessApprovalSettings` * `{{organization_id}}` When using the `pulumi import` command, OrganizationSettings can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:organizations/accessApprovalSettings:AccessApprovalSettings default organizations/{{organization_id}}/accessApprovalSettings ``` ```sh $ pulumi import gcp:organizations/accessApprovalSettings:AccessApprovalSettings default {{organization_id}} ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] active_key_version: The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. :param pulumi.Input[Sequence[pulumi.Input[pulumi.InputType['AccessApprovalSettingsEnrolledServiceArgs']]]] enrolled_services: A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. :param pulumi.Input[Sequence[pulumi.Input[str]]] notification_emails: A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. :param pulumi.Input[str] organization_id: ID of the organization of the access approval settings. """ ... @overload def __init__( __self__, resource_name: str, args: AccessApprovalSettingsArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Access Approval enables you to require your explicit approval whenever Google support and engineering need to access your customer content. To get more information about OrganizationSettings, see: * [API documentation](https://cloud.google.com/access-approval/docs/reference/rest/v1/organizations) ```python import pulumi import pulumi_gcp as gcp organization_access_approval = gcp.organizations.AccessApprovalSettings("organizationAccessApproval", enrolled_services=[ gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="appengine.googleapis.com", ), gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="dataflow.googleapis.com", enrollment_level="BLOCK_ALL", ), ], notification_emails=[ "[email protected]", "[email protected]", ], organization_id="123456789") ``` ```python import pulumi import pulumi_gcp as gcp my_project = gcp.organizations.Project("myProject", org_id="123456789") key_ring = gcp.kms.KeyRing("keyRing", location="global", project=my_project.project_id) crypto_key = gcp.kms.CryptoKey("cryptoKey", key_ring=key_ring.id, purpose="ASYMMETRIC_SIGN", version_template=gcp.kms.CryptoKeyVersionTemplateArgs( algorithm="EC_SIGN_P384_SHA384", )) service_account = gcp.accessapproval.get_organization_service_account(organization_id="123456789") iam = gcp.kms.CryptoKeyIAMMember("iam", crypto_key_id=crypto_key.id, role="roles/cloudkms.signerVerifier", member=f"serviceAccount:{service_account.account_email}") crypto_key_version = gcp.kms.get_kms_crypto_key_version_output(crypto_key=crypto_key.id) organization_access_approval = gcp.organizations.AccessApprovalSettings("organizationAccessApproval", organization_id="123456789", active_key_version=crypto_key_version.name, enrolled_services=[gcp.organizations.AccessApprovalSettingsEnrolledServiceArgs( cloud_product="all", )], opts=pulumi.ResourceOptions(depends_on=[iam])) ``` OrganizationSettings can be imported using any of these accepted formats: * `organizations/{{organization_id}}/accessApprovalSettings` * `{{organization_id}}` When using the `pulumi import` command, OrganizationSettings can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:organizations/accessApprovalSettings:AccessApprovalSettings default organizations/{{organization_id}}/accessApprovalSettings ``` ```sh $ pulumi import gcp:organizations/accessApprovalSettings:AccessApprovalSettings default {{organization_id}} ``` :param str resource_name: The name of the resource. :param AccessApprovalSettingsArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( AccessApprovalSettingsArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, active_key_version: Optional[pulumi.Input[str]] = None, enrolled_services: Optional[ pulumi.Input[ Sequence[ pulumi.Input[ pulumi.InputType["AccessApprovalSettingsEnrolledServiceArgs"] ] ] ] ] = None, notification_emails: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, organization_id: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = AccessApprovalSettingsArgs.__new__(AccessApprovalSettingsArgs) __props__.__dict__["active_key_version"] = active_key_version if enrolled_services is None and not opts.urn: raise TypeError("Missing required property 'enrolled_services'") __props__.__dict__["enrolled_services"] = enrolled_services __props__.__dict__["notification_emails"] = notification_emails if organization_id is None and not opts.urn: raise TypeError("Missing required property 'organization_id'") __props__.__dict__["organization_id"] = organization_id __props__.__dict__["ancestor_has_active_key_version"] = None __props__.__dict__["enrolled_ancestor"] = None __props__.__dict__["invalid_key_version"] = None __props__.__dict__["name"] = None super(AccessApprovalSettings, __self__).__init__( "gcp:organizations/accessApprovalSettings:AccessApprovalSettings", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, active_key_version: Optional[pulumi.Input[str]] = None, ancestor_has_active_key_version: Optional[pulumi.Input[bool]] = None, enrolled_ancestor: Optional[pulumi.Input[bool]] = None, enrolled_services: Optional[ pulumi.Input[ Sequence[ pulumi.Input[ pulumi.InputType["AccessApprovalSettingsEnrolledServiceArgs"] ] ] ] ] = None, invalid_key_version: Optional[pulumi.Input[bool]] = None, name: Optional[pulumi.Input[str]] = None, notification_emails: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, organization_id: Optional[pulumi.Input[str]] = None, ) -> "AccessApprovalSettings": """ Get an existing AccessApprovalSettings resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] active_key_version: The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. :param pulumi.Input[bool] ancestor_has_active_key_version: This field will always be unset for the organization since organizations do not have ancestors. :param pulumi.Input[bool] enrolled_ancestor: This field will always be unset for the organization since organizations do not have ancestors. :param pulumi.Input[Sequence[pulumi.Input[pulumi.InputType['AccessApprovalSettingsEnrolledServiceArgs']]]] enrolled_services: A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. :param pulumi.Input[bool] invalid_key_version: If the field is true, that indicates that there is some configuration issue with the active_key_version configured on this Organization (e.g. it doesn't exist or the Access Approval service account doesn't have the correct permissions on it, etc.). :param pulumi.Input[str] name: The resource name of the settings. Format is "organizations/{organization_id}/accessApprovalSettings" :param pulumi.Input[Sequence[pulumi.Input[str]]] notification_emails: A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. :param pulumi.Input[str] organization_id: ID of the organization of the access approval settings. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _AccessApprovalSettingsState.__new__(_AccessApprovalSettingsState) __props__.__dict__["active_key_version"] = active_key_version __props__.__dict__[ "ancestor_has_active_key_version" ] = ancestor_has_active_key_version __props__.__dict__["enrolled_ancestor"] = enrolled_ancestor __props__.__dict__["enrolled_services"] = enrolled_services __props__.__dict__["invalid_key_version"] = invalid_key_version __props__.__dict__["name"] = name __props__.__dict__["notification_emails"] = notification_emails __props__.__dict__["organization_id"] = organization_id return AccessApprovalSettings(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="activeKeyVersion") def active_key_version(self) -> pulumi.Output[Optional[str]]: """ The asymmetric crypto key version to use for signing approval requests. Empty active_key_version indicates that a Google-managed key should be used for signing. """ return pulumi.get(self, "active_key_version") @property @pulumi.getter(name="ancestorHasActiveKeyVersion") def ancestor_has_active_key_version(self) -> pulumi.Output[bool]: """ This field will always be unset for the organization since organizations do not have ancestors. """ return pulumi.get(self, "ancestor_has_active_key_version") @property @pulumi.getter(name="enrolledAncestor") def enrolled_ancestor(self) -> pulumi.Output[bool]: """ This field will always be unset for the organization since organizations do not have ancestors. """ return pulumi.get(self, "enrolled_ancestor") @property @pulumi.getter(name="enrolledServices") def enrolled_services( self, ) -> pulumi.Output[Sequence["outputs.AccessApprovalSettingsEnrolledService"]]: """ A list of Google Cloud Services for which the given resource has Access Approval enrolled. Access requests for the resource given by name against any of these services contained here will be required to have explicit approval. Enrollment can be done for individual services. A maximum of 10 enrolled services will be enforced, to be expanded as the set of supported services is expanded. Structure is documented below. """ return pulumi.get(self, "enrolled_services") @property @pulumi.getter(name="invalidKeyVersion") def invalid_key_version(self) -> pulumi.Output[bool]: """ If the field is true, that indicates that there is some configuration issue with the active_key_version configured on this Organization (e.g. it doesn't exist or the Access Approval service account doesn't have the correct permissions on it, etc.). """ return pulumi.get(self, "invalid_key_version") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ The resource name of the settings. Format is "organizations/{organization_id}/accessApprovalSettings" """ return pulumi.get(self, "name") @property @pulumi.getter(name="notificationEmails") def notification_emails(self) -> pulumi.Output[Sequence[str]]: """ A list of email addresses to which notifications relating to approval requests should be sent. Notifications relating to a resource will be sent to all emails in the settings of ancestor resources of that resource. A maximum of 50 email addresses are allowed. """ return pulumi.get(self, "notification_emails") @property @pulumi.getter(name="organizationId") def organization_id(self) -> pulumi.Output[str]: """ ID of the organization of the access approval settings. """ return pulumi.get(self, "organization_id")
data/pulumi_gcp-7.9.0/pulumi_gcp/organizations/access_approval_settings.py
8,606
9,030
446,759
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STORE_NAME IRIXCPUInfo LOAD_BUILD_CLASS LOAD_CONST <code object DarwinCPUInfo at 0x7fab823a4a50, file "f.py", line 426> LOAD_CONST 'DarwinCPUInfo' MAKE_FUNCTION LOAD_CONST 'DarwinCPUInfo' LOAD_NAME CPUInfoBase CALL_FUNCTION STORE_NAME DarwinCPUInfo LOAD_BUILD_CLASS LOAD_CONST <code object NetBSDCPUInfo at 0x7fab823a4e40, file "f.py", line 509> LOAD_CONST 'NetBSDCPUInfo' MAKE_FUNCTION LOAD_CONST 'NetBSDCPUInfo' LOAD_NAME CPUInfoBase CALL_FUNCTION STORE_NAME NetBSDCPUInfo LOAD_BUILD_CLASS LOAD_CONST <code object SunOSCPUInfo at 0x7fab81ff3d20, file "f.py", line 538> LOAD_CONST 'SunOSCPUInfo' MAKE_FUNCTION LOAD_CONST 'SunOSCPUInfo' LOAD_NAME CPUInfoBase CALL_FUNCTION STORE_NAME SunOSCPUInfo LOAD_BUILD_CLASS LOAD_CONST <code object Win32CPUInfo at 0x7fab802f6030, file "f.py", line 632> LOAD_CONST 'Win32CPUInfo' MAKE_FUNCTION LOAD_CONST 'Win32CPUInfo' LOAD_NAME CPUInfoBase CALL_FUNCTION STORE_NAME Win32CPUInfo LOAD_NAME sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'linux' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME LinuxCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'irix' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME IRIXCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_CONST 'darwin' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME DarwinCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_CONST 0 LOAD_CONST 6 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'netbsd' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME NetBSDCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'sunos' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME SunOSCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'win32' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME Win32CPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME sys LOAD_ATTR platform LOAD_METHOD startswith LOAD_CONST 'cygwin' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME LinuxCPUInfo STORE_NAME cpuinfo JUMP_FORWARD to 378 LOAD_NAME CPUInfoBase STORE_NAME cpuinfo LOAD_NAME cpuinfo CALL_FUNCTION STORE_NAME cpu LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME cpu LOAD_METHOD is_blaa CALL_METHOD POP_TOP LOAD_NAME cpu LOAD_METHOD is_Intel CALL_METHOD POP_TOP LOAD_NAME cpu LOAD_METHOD is_Alpha CALL_METHOD POP_TOP BUILD_LIST STORE_NAME info SETUP_LOOP to 552 LOAD_NAME dir LOAD_NAME cpuinfo CALL_FUNCTION GET_ITER FOR_ITER to 550 STORE_NAME name LOAD_NAME name LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '_' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME name LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST '_' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME getattr LOAD_NAME cpu LOAD_NAME name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION STORE_NAME r LOAD_NAME r EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME r LOAD_CONST 1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME info LOAD_METHOD append LOAD_CONST '%s=%s' LOAD_NAME name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_NAME r BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP JUMP_FORWARD to 546 LOAD_NAME info LOAD_METHOD append LOAD_NAME name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_NAME print LOAD_CONST 'CPU information: ' LOAD_CONST ' ' LOAD_METHOD join LOAD_NAME info CALL_METHOD BINARY_ADD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL subprocess LOAD_ATTR Popen LOAD_FAST cmd LOAD_GLOBAL subprocess LOAD_ATTR PIPE LOAD_CONST ('stdout',) CALL_FUNCTION STORE_FAST p LOAD_FAST p LOAD_METHOD communicate CALL_METHOD UNPACK_SEQUENCE STORE_FAST output STORE_FAST _ LOAD_FAST p LOAD_ATTR returncode STORE_FAST status POP_BLOCK JUMP_FORWARD to 94 DUP_TOP LOAD_GLOBAL EnvironmentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 80 LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION LOAD_GLOBAL UserWarning LOAD_FAST stacklevel LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST (False, '') RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY LOAD_GLOBAL os LOAD_METHOD WIFEXITED LOAD_FAST status CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD WEXITSTATUS LOAD_FAST status CALL_METHOD LOAD_FAST successful_status COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST output BUILD_TUPLE RETURN_VALUE LOAD_CONST False LOAD_FAST output BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST info SETUP_LOOP to 60 LOAD_FAST kw GET_ITER FOR_ITER to 58 STORE_FAST key LOAD_GLOBAL getoutput LOAD_FAST kw LOAD_FAST key BINARY_SUBSCR LOAD_FAST successful_status LOAD_FAST stacklevel LOAD_CONST 1 BINARY_ADD LOAD_CONST ('successful_status', 'stacklevel') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST ok STORE_FAST output LOAD_FAST ok POP_JUMP_IF_FALSE LOAD_FAST output LOAD_METHOD strip CALL_METHOD LOAD_FAST info LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST info RETURN_VALUE LOAD_GLOBAL getoutput LOAD_FAST cmd LOAD_FAST successful_status LOAD_FAST stacklevel LOAD_CONST 1 BINARY_ADD LOAD_CONST ('successful_status', 'stacklevel') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST ok STORE_FAST output LOAD_FAST ok POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST output LOAD_METHOD decode LOAD_CONST 'ascii' CALL_METHOD STORE_FAST output SETUP_LOOP to 68 LOAD_FAST output LOAD_METHOD splitlines CALL_METHOD GET_ITER FOR_ITER to 66 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST d SETUP_LOOP to 82 LOAD_GLOBAL command_by_line LOAD_FAST cmd LOAD_FAST successful_status LOAD_FAST stacklevel LOAD_CONST 1 BINARY_ADD LOAD_CONST ('successful_status', 'stacklevel') CALL_FUNCTION GET_ITER FOR_ITER to 80 STORE_FAST line LOAD_CONST <code object <listcomp> at 0x7fab82309540, file "f.py", line 68> LOAD_CONST 'key_value_from_command.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_FAST sep LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST l LOAD_GLOBAL len LOAD_FAST l CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST l LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST d LOAD_FAST l LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST d RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CPUInfoBase' STORE_NAME __qualname__ LOAD_CONST 'Holds CPU information and provides methods for requiring\n the availability of various CPU features.\n ' STORE_NAME __doc__ LOAD_CONST <code object _try_call at 0x7fab80036540, file "f.py", line 79> LOAD_CONST 'CPUInfoBase._try_call' MAKE_FUNCTION STORE_NAME _try_call LOAD_CONST <code object __getattr__ at 0x7fab80036b70, file "f.py", line 85> LOAD_CONST 'CPUInfoBase.__getattr__' MAKE_FUNCTION STORE_NAME __getattr__ LOAD_CONST <code object _getNCPUs at 0x7fab80036d20, file "f.py", line 95> LOAD_CONST 'CPUInfoBase._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object __get_nbits at 0x7fab80036270, file "f.py", line 98> LOAD_CONST 'CPUInfoBase.__get_nbits' MAKE_FUNCTION STORE_NAME _CPUInfoBase__get_nbits LOAD_CONST <code object _is_32bit at 0x7fab800368a0, file "f.py", line 103> LOAD_CONST 'CPUInfoBase._is_32bit' MAKE_FUNCTION STORE_NAME _is_32bit LOAD_CONST <code object _is_64bit at 0x7fab80036390, file "f.py", line 106> LOAD_CONST 'CPUInfoBase._is_64bit' MAKE_FUNCTION STORE_NAME _is_64bit LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 8 LOAD_FAST func CALL_FUNCTION RETURN_VALUE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 20 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_METHOD startswith LOAD_CONST '_' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST '_' LOAD_FAST name BINARY_ADD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_' LOAD_FAST name BINARY_ADD CALL_FUNCTION STORE_FAST attr LOAD_GLOBAL inspect LOAD_METHOD ismethod LOAD_FAST attr CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _try_call LOAD_FAST attr BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab80036e40, file "f.py", line 90> LOAD_CONST 'CPUInfoBase.__getattr__.<locals>.<lambda>' MAKE_FUNCTION RETURN_VALUE JUMP_FORWARD to 74 LOAD_CONST <code object <lambda> at 0x7fab800365d0, file "f.py", line 92> LOAD_CONST 'CPUInfoBase.__getattr__.<locals>.<lambda>' MAKE_FUNCTION RETURN_VALUE LOAD_GLOBAL AttributeError LOAD_FAST name CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST func LOAD_FAST attr CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL platform LOAD_METHOD architecture CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST abits LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST '(\\d+)bit' CALL_METHOD LOAD_METHOD search LOAD_FAST abits CALL_METHOD LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST nbits LOAD_FAST nbits RETURN_VALUE LOAD_FAST self LOAD_METHOD _CPUInfoBase__get_nbits CALL_METHOD LOAD_CONST '32' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _CPUInfoBase__get_nbits CALL_METHOD LOAD_CONST '64' COMPARE_OP == RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LinuxCPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST <code object __init__ at 0x7faa7638f780, file "f.py", line 113> LOAD_CONST 'LinuxCPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7faa7638f030, file "f.py", line 136> LOAD_CONST 'LinuxCPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _is_AMD at 0x7faa7638f4b0, file "f.py", line 139> LOAD_CONST 'LinuxCPUInfo._is_AMD' MAKE_FUNCTION STORE_NAME _is_AMD LOAD_CONST <code object _is_AthlonK6_2 at 0x7faa7638f810, file "f.py", line 142> LOAD_CONST 'LinuxCPUInfo._is_AthlonK6_2' MAKE_FUNCTION STORE_NAME _is_AthlonK6_2 LOAD_CONST <code object _is_AthlonK6_3 at 0x7faa7638f9c0, file "f.py", line 145> LOAD_CONST 'LinuxCPUInfo._is_AthlonK6_3' MAKE_FUNCTION STORE_NAME _is_AthlonK6_3 LOAD_CONST <code object _is_AthlonK6 at 0x7faa7638fae0, file "f.py", line 148> LOAD_CONST 'LinuxCPUInfo._is_AthlonK6' MAKE_FUNCTION STORE_NAME _is_AthlonK6 LOAD_CONST <code object _is_AthlonK7 at 0x7faa7638f930, file "f.py", line 151> LOAD_CONST 'LinuxCPUInfo._is_AthlonK7' MAKE_FUNCTION STORE_NAME _is_AthlonK7 LOAD_CONST <code object _is_AthlonMP at 0x7faa7638fb70, file "f.py", line 154> LOAD_CONST 'LinuxCPUInfo._is_AthlonMP' MAKE_FUNCTION STORE_NAME _is_AthlonMP LOAD_CONST <code object _is_AMD64 at 0x7faa7638fed0, file "f.py", line 157> LOAD_CONST 'LinuxCPUInfo._is_AMD64' MAKE_FUNCTION STORE_NAME _is_AMD64 LOAD_CONST <code object _is_Athlon64 at 0x7faa7638f660, file "f.py", line 160> LOAD_CONST 'LinuxCPUInfo._is_Athlon64' MAKE_FUNCTION STORE_NAME _is_Athlon64 LOAD_CONST <code object _is_AthlonHX at 0x7faa7638f390, file "f.py", line 163> LOAD_CONST 'LinuxCPUInfo._is_AthlonHX' MAKE_FUNCTION STORE_NAME _is_AthlonHX LOAD_CONST <code object _is_Opteron at 0x7faa7638f6f0, file "f.py", line 166> LOAD_CONST 'LinuxCPUInfo._is_Opteron' MAKE_FUNCTION STORE_NAME _is_Opteron LOAD_CONST <code object _is_Hammer at 0x7faa7638fdb0, file "f.py", line 169> LOAD_CONST 'LinuxCPUInfo._is_Hammer' MAKE_FUNCTION STORE_NAME _is_Hammer LOAD_CONST <code object _is_Alpha at 0x7faa7638f8a0, file "f.py", line 172> LOAD_CONST 'LinuxCPUInfo._is_Alpha' MAKE_FUNCTION STORE_NAME _is_Alpha LOAD_CONST <code object _is_EV4 at 0x7faa7638f540, file "f.py", line 175> LOAD_CONST 'LinuxCPUInfo._is_EV4' MAKE_FUNCTION STORE_NAME _is_EV4 LOAD_CONST <code object _is_EV5 at 0x7faa7638f0c0, file "f.py", line 178> LOAD_CONST 'LinuxCPUInfo._is_EV5' MAKE_FUNCTION STORE_NAME _is_EV5 LOAD_CONST <code object _is_EV56 at 0x7faa7638fc90, file "f.py", line 181> LOAD_CONST 'LinuxCPUInfo._is_EV56' MAKE_FUNCTION STORE_NAME _is_EV56 LOAD_CONST <code object _is_PCA56 at 0x7faa7638f420, file "f.py", line 184> LOAD_CONST 'LinuxCPUInfo._is_PCA56' MAKE_FUNCTION STORE_NAME _is_PCA56 LOAD_NAME _not_impl STORE_NAME _is_i386 LOAD_CONST <code object _is_Intel at 0x7faa7638f5d0, file "f.py", line 189> LOAD_CONST 'LinuxCPUInfo._is_Intel' MAKE_FUNCTION STORE_NAME _is_Intel LOAD_CONST <code object _is_i486 at 0x7faa7638fd20, file "f.py", line 192> LOAD_CONST 'LinuxCPUInfo._is_i486' MAKE_FUNCTION STORE_NAME _is_i486 LOAD_CONST <code object _is_i586 at 0x7faa7638f1e0, file "f.py", line 195> LOAD_CONST 'LinuxCPUInfo._is_i586' MAKE_FUNCTION STORE_NAME _is_i586 LOAD_CONST <code object _is_i686 at 0x7faa7638ff60, file "f.py", line 198> LOAD_CONST 'LinuxCPUInfo._is_i686' MAKE_FUNCTION STORE_NAME _is_i686 LOAD_CONST <code object _is_Celeron at 0x7fab64189db0, file "f.py", line 201> LOAD_CONST 'LinuxCPUInfo._is_Celeron' MAKE_FUNCTION STORE_NAME _is_Celeron LOAD_CONST <code object _is_Pentium at 0x7fab64189420, file "f.py", line 204> LOAD_CONST 'LinuxCPUInfo._is_Pentium' MAKE_FUNCTION STORE_NAME _is_Pentium LOAD_CONST <code object _is_PentiumII at 0x7fab64189660, file "f.py", line 207> LOAD_CONST 'LinuxCPUInfo._is_PentiumII' MAKE_FUNCTION STORE_NAME _is_PentiumII LOAD_CONST <code object _is_PentiumPro at 0x7fab64189390, file "f.py", line 210> LOAD_CONST 'LinuxCPUInfo._is_PentiumPro' MAKE_FUNCTION STORE_NAME _is_PentiumPro LOAD_CONST <code object _is_PentiumMMX at 0x7fab64189d20, file "f.py", line 213> LOAD_CONST 'LinuxCPUInfo._is_PentiumMMX' MAKE_FUNCTION STORE_NAME _is_PentiumMMX LOAD_CONST <code object _is_PentiumIII at 0x7fab641899c0, file "f.py", line 216> LOAD_CONST 'LinuxCPUInfo._is_PentiumIII' MAKE_FUNCTION STORE_NAME _is_PentiumIII LOAD_CONST <code object _is_PentiumIV at 0x7fab64189b70, file "f.py", line 219> LOAD_CONST 'LinuxCPUInfo._is_PentiumIV' MAKE_FUNCTION STORE_NAME _is_PentiumIV LOAD_CONST <code object _is_PentiumM at 0x7fab64189810, file "f.py", line 224> LOAD_CONST 'LinuxCPUInfo._is_PentiumM' MAKE_FUNCTION STORE_NAME _is_PentiumM LOAD_CONST <code object _is_Prescott at 0x7fab64189540, file "f.py", line 227> LOAD_CONST 'LinuxCPUInfo._is_Prescott' MAKE_FUNCTION STORE_NAME _is_Prescott LOAD_CONST <code object _is_Nocona at 0x7fab64189780, file "f.py", line 230> LOAD_CONST 'LinuxCPUInfo._is_Nocona' MAKE_FUNCTION STORE_NAME _is_Nocona LOAD_CONST <code object _is_Core2 at 0x7fab64189030, file "f.py", line 238> LOAD_CONST 'LinuxCPUInfo._is_Core2' MAKE_FUNCTION STORE_NAME _is_Core2 LOAD_CONST <code object _is_Itanium at 0x7fab64189e40, file "f.py", line 245> LOAD_CONST 'LinuxCPUInfo._is_Itanium' MAKE_FUNCTION STORE_NAME _is_Itanium LOAD_CONST <code object _is_XEON at 0x7fab64189a50, file "f.py", line 248> LOAD_CONST 'LinuxCPUInfo._is_XEON' MAKE_FUNCTION STORE_NAME _is_XEON LOAD_NAME _is_XEON STORE_NAME _is_Xeon LOAD_CONST <code object _is_Power at 0x7fab641895d0, file "f.py", line 256> LOAD_CONST 'LinuxCPUInfo._is_Power' MAKE_FUNCTION STORE_NAME _is_Power LOAD_CONST <code object _is_Power7 at 0x7fab641890c0, file "f.py", line 259> LOAD_CONST 'LinuxCPUInfo._is_Power7' MAKE_FUNCTION STORE_NAME _is_Power7 LOAD_CONST <code object _is_Power8 at 0x7fab64189ed0, file "f.py", line 262> LOAD_CONST 'LinuxCPUInfo._is_Power8' MAKE_FUNCTION STORE_NAME _is_Power8 LOAD_CONST <code object _is_Power9 at 0x7fab641891e0, file "f.py", line 265> LOAD_CONST 'LinuxCPUInfo._is_Power9' MAKE_FUNCTION STORE_NAME _is_Power9 LOAD_CONST <code object _has_Altivec at 0x7fab64189c90, file "f.py", line 268> LOAD_CONST 'LinuxCPUInfo._has_Altivec' MAKE_FUNCTION STORE_NAME _has_Altivec LOAD_CONST <code object _is_singleCPU at 0x7fab64189ae0, file "f.py", line 271> LOAD_CONST 'LinuxCPUInfo._is_singleCPU' MAKE_FUNCTION STORE_NAME _is_singleCPU LOAD_CONST <code object _getNCPUs at 0x7fab64189f60, file "f.py", line 274> LOAD_CONST 'LinuxCPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object _has_fdiv_bug at 0x7fab641894b0, file "f.py", line 277> LOAD_CONST 'LinuxCPUInfo._has_fdiv_bug' MAKE_FUNCTION STORE_NAME _has_fdiv_bug LOAD_CONST <code object _has_f00f_bug at 0x7fab64189270, file "f.py", line 280> LOAD_CONST 'LinuxCPUInfo._has_f00f_bug' MAKE_FUNCTION STORE_NAME _has_f00f_bug LOAD_CONST <code object _has_mmx at 0x7fab641896f0, file "f.py", line 283> LOAD_CONST 'LinuxCPUInfo._has_mmx' MAKE_FUNCTION STORE_NAME _has_mmx LOAD_CONST <code object _has_sse at 0x7fab64189c00, file "f.py", line 286> LOAD_CONST 'LinuxCPUInfo._has_sse' MAKE_FUNCTION STORE_NAME _has_sse LOAD_CONST <code object _has_sse2 at 0x7fab703f0930, file "f.py", line 289> LOAD_CONST 'LinuxCPUInfo._has_sse2' MAKE_FUNCTION STORE_NAME _has_sse2 LOAD_CONST <code object _has_sse3 at 0x7fab703f08a0, file "f.py", line 292> LOAD_CONST 'LinuxCPUInfo._has_sse3' MAKE_FUNCTION STORE_NAME _has_sse3 LOAD_CONST <code object _has_ssse3 at 0x7fab703f0660, file "f.py", line 295> LOAD_CONST 'LinuxCPUInfo._has_ssse3' MAKE_FUNCTION STORE_NAME _has_ssse3 LOAD_CONST <code object _has_3dnow at 0x7fab703f0e40, file "f.py", line 298> LOAD_CONST 'LinuxCPUInfo._has_3dnow' MAKE_FUNCTION STORE_NAME _has_3dnow LOAD_CONST <code object _has_3dnowext at 0x7fab703f05d0, file "f.py", line 301> LOAD_CONST 'LinuxCPUInfo._has_3dnowext' MAKE_FUNCTION STORE_NAME _has_3dnowext LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE BUILD_MAP BUILD_LIST STORE_FAST info LOAD_GLOBAL getoutput LOAD_CONST 'uname' LOAD_CONST '-m' BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST ok STORE_FAST output LOAD_FAST ok POP_JUMP_IF_FALSE LOAD_FAST output LOAD_METHOD strip CALL_METHOD LOAD_FAST info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'uname_m' STORE_SUBSCR SETUP_EXCEPT to 70 LOAD_GLOBAL open LOAD_CONST '/proc/cpuinfo' CALL_FUNCTION STORE_FAST fo POP_BLOCK JUMP_FORWARD to 120 DUP_TOP LOAD_GLOBAL EnvironmentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 106 LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION LOAD_GLOBAL UserWarning CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 224 END_FINALLY SETUP_LOOP to 216 LOAD_FAST fo GET_ITER FOR_ITER to 214 STORE_FAST line LOAD_CONST <code object <listcomp> at 0x7fab80036150, file "f.py", line 126> LOAD_CONST 'LinuxCPUInfo.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST name_value LOAD_GLOBAL len LOAD_FAST name_value CALL_FUNCTION LOAD_CONST 2 COMPARE_OP != POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST name_value UNPACK_SEQUENCE STORE_FAST name STORE_FAST value LOAD_FAST info POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST info LOAD_METHOD append BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fo LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'vendor_id' BINARY_SUBSCR LOAD_CONST 'AuthenticAMD' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model' BINARY_SUBSCR LOAD_CONST '2' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model' BINARY_SUBSCR LOAD_CONST '3' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?AMD-K6' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?AMD-K7' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Athlon\\(tm\\) MP\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'family' BINARY_SUBSCR LOAD_CONST '15' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Athlon\\(tm\\) 64\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Athlon HX\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Opteron\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Hammer\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR LOAD_CONST 'Alpha' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Alpha CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu model' BINARY_SUBSCR LOAD_CONST 'EV4' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Alpha CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu model' BINARY_SUBSCR LOAD_CONST 'EV5' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Alpha CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu model' BINARY_SUBSCR LOAD_CONST 'EV56' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Alpha CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu model' BINARY_SUBSCR LOAD_CONST 'PCA56' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'vendor_id' BINARY_SUBSCR LOAD_CONST 'GenuineIntel' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR LOAD_CONST 'i486' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu family' BINARY_SUBSCR LOAD_CONST '5' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu family' BINARY_SUBSCR LOAD_CONST '6' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Celeron' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium.*?II\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?PentiumPro\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium.*?MMX\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium.*?III\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium.*?(IV|4)\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Pentium.*?M\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_METHOD is_PentiumIV CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD has_sse3 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu family' BINARY_SUBSCR LOAD_CONST ('6', '15') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD has_sse3 CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD has_ssse3 CALL_METHOD UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\blm\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_METHOD is_64bit CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Core\\(TM\\)2\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?Itanium\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'family' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?XEON\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'model name' BINARY_SUBSCR LOAD_GLOBAL re LOAD_ATTR IGNORECASE CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*POWER.*' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*POWER7.*' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*POWER8.*' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*POWER9.*' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*altivec\\ supported.*' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'cpu' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR info CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR info CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'fdiv_bug' BINARY_SUBSCR LOAD_CONST 'yes' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'f00f_bug' BINARY_SUBSCR LOAD_CONST 'yes' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\bmmx\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\bsse\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\bsse2\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\bpni\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\bssse3\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\b3dnow\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*?\\b3dnowext\\b' LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'flags' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IRIXCPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST <code object __init__ at 0x7fab8212bb70, file "f.py", line 308> LOAD_CONST 'IRIXCPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7fab8212b390, file "f.py", line 314> LOAD_CONST 'IRIXCPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _is_singleCPU at 0x7fab8212b0c0, file "f.py", line 317> LOAD_CONST 'IRIXCPUInfo._is_singleCPU' MAKE_FUNCTION STORE_NAME _is_singleCPU LOAD_CONST <code object _getNCPUs at 0x7fab8212b1e0, file "f.py", line 320> LOAD_CONST 'IRIXCPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object __cputype at 0x7fab8212b660, file "f.py", line 323> LOAD_CONST 'IRIXCPUInfo.__cputype' MAKE_FUNCTION STORE_NAME _IRIXCPUInfo__cputype LOAD_CONST <code object _is_r2000 at 0x7fab8212b030, file "f.py", line 326> LOAD_CONST 'IRIXCPUInfo._is_r2000' MAKE_FUNCTION STORE_NAME _is_r2000 LOAD_CONST <code object _is_r3000 at 0x7fab8212b300, file "f.py", line 329> LOAD_CONST 'IRIXCPUInfo._is_r3000' MAKE_FUNCTION STORE_NAME _is_r3000 LOAD_CONST <code object _is_r3900 at 0x7fab8212bd20, file "f.py", line 332> LOAD_CONST 'IRIXCPUInfo._is_r3900' MAKE_FUNCTION STORE_NAME _is_r3900 LOAD_CONST <code object _is_r4000 at 0x7fab8212b5d0, file "f.py", line 335> LOAD_CONST 'IRIXCPUInfo._is_r4000' MAKE_FUNCTION STORE_NAME _is_r4000 LOAD_CONST <code object _is_r4100 at 0x7fab8212ba50, file "f.py", line 338> LOAD_CONST 'IRIXCPUInfo._is_r4100' MAKE_FUNCTION STORE_NAME _is_r4100 LOAD_CONST <code object _is_r4300 at 0x7fab8212bc00, file "f.py", line 341> LOAD_CONST 'IRIXCPUInfo._is_r4300' MAKE_FUNCTION STORE_NAME _is_r4300 LOAD_CONST <code object _is_r4400 at 0x7fab8212b270, file "f.py", line 344> LOAD_CONST 'IRIXCPUInfo._is_r4400' MAKE_FUNCTION STORE_NAME _is_r4400 LOAD_CONST <code object _is_r4600 at 0x7fab8212be40, file "f.py", line 347> LOAD_CONST 'IRIXCPUInfo._is_r4600' MAKE_FUNCTION STORE_NAME _is_r4600 LOAD_CONST <code object _is_r4650 at 0x7fab8212b8a0, file "f.py", line 350> LOAD_CONST 'IRIXCPUInfo._is_r4650' MAKE_FUNCTION STORE_NAME _is_r4650 LOAD_CONST <code object _is_r5000 at 0x7fab8212b4b0, file "f.py", line 353> LOAD_CONST 'IRIXCPUInfo._is_r5000' MAKE_FUNCTION STORE_NAME _is_r5000 LOAD_CONST <code object _is_r6000 at 0x7fab8212bf60, file "f.py", line 356> LOAD_CONST 'IRIXCPUInfo._is_r6000' MAKE_FUNCTION STORE_NAME _is_r6000 LOAD_CONST <code object _is_r8000 at 0x7fab8212b6f0, file "f.py", line 359> LOAD_CONST 'IRIXCPUInfo._is_r8000' MAKE_FUNCTION STORE_NAME _is_r8000 LOAD_CONST <code object _is_r10000 at 0x7fab8212b540, file "f.py", line 362> LOAD_CONST 'IRIXCPUInfo._is_r10000' MAKE_FUNCTION STORE_NAME _is_r10000 LOAD_CONST <code object _is_r12000 at 0x7fab800c7e40, file "f.py", line 365> LOAD_CONST 'IRIXCPUInfo._is_r12000' MAKE_FUNCTION STORE_NAME _is_r12000 LOAD_CONST <code object _is_rorion at 0x7fab800c74b0, file "f.py", line 368> LOAD_CONST 'IRIXCPUInfo._is_rorion' MAKE_FUNCTION STORE_NAME _is_rorion LOAD_CONST <code object get_ip at 0x7fab800c7930, file "f.py", line 371> LOAD_CONST 'IRIXCPUInfo.get_ip' MAKE_FUNCTION STORE_NAME get_ip LOAD_CONST <code object __machine at 0x7fab800c7390, file "f.py", line 377> LOAD_CONST 'IRIXCPUInfo.__machine' MAKE_FUNCTION STORE_NAME _IRIXCPUInfo__machine LOAD_CONST <code object _is_IP19 at 0x7fab800c7ae0, file "f.py", line 380> LOAD_CONST 'IRIXCPUInfo._is_IP19' MAKE_FUNCTION STORE_NAME _is_IP19 LOAD_CONST <code object _is_IP20 at 0x7fab800c7420, file "f.py", line 383> LOAD_CONST 'IRIXCPUInfo._is_IP20' MAKE_FUNCTION STORE_NAME _is_IP20 LOAD_CONST <code object _is_IP21 at 0x7fab800c7030, file "f.py", line 386> LOAD_CONST 'IRIXCPUInfo._is_IP21' MAKE_FUNCTION STORE_NAME _is_IP21 LOAD_CONST <code object _is_IP22 at 0x7fab800c7660, file "f.py", line 389> LOAD_CONST 'IRIXCPUInfo._is_IP22' MAKE_FUNCTION STORE_NAME _is_IP22 LOAD_CONST <code object _is_IP22_4k at 0x7fab800c76f0, file "f.py", line 392> LOAD_CONST 'IRIXCPUInfo._is_IP22_4k' MAKE_FUNCTION STORE_NAME _is_IP22_4k LOAD_CONST <code object _is_IP22_5k at 0x7fab703ae780, file "f.py", line 395> LOAD_CONST 'IRIXCPUInfo._is_IP22_5k' MAKE_FUNCTION STORE_NAME _is_IP22_5k LOAD_CONST <code object _is_IP24 at 0x7fab703ae540, file "f.py", line 398> LOAD_CONST 'IRIXCPUInfo._is_IP24' MAKE_FUNCTION STORE_NAME _is_IP24 LOAD_CONST <code object _is_IP25 at 0x7fab703aeb70, file "f.py", line 401> LOAD_CONST 'IRIXCPUInfo._is_IP25' MAKE_FUNCTION STORE_NAME _is_IP25 LOAD_CONST <code object _is_IP26 at 0x7fab703ae300, file "f.py", line 404> LOAD_CONST 'IRIXCPUInfo._is_IP26' MAKE_FUNCTION STORE_NAME _is_IP26 LOAD_CONST <code object _is_IP27 at 0x7fab703ae390, file "f.py", line 407> LOAD_CONST 'IRIXCPUInfo._is_IP27' MAKE_FUNCTION STORE_NAME _is_IP27 LOAD_CONST <code object _is_IP28 at 0x7fab703aeae0, file "f.py", line 410> LOAD_CONST 'IRIXCPUInfo._is_IP28' MAKE_FUNCTION STORE_NAME _is_IP28 LOAD_CONST <code object _is_IP30 at 0x7fab703ae930, file "f.py", line 413> LOAD_CONST 'IRIXCPUInfo._is_IP30' MAKE_FUNCTION STORE_NAME _is_IP30 LOAD_CONST <code object _is_IP32 at 0x7fab703aef60, file "f.py", line 416> LOAD_CONST 'IRIXCPUInfo._is_IP32' MAKE_FUNCTION STORE_NAME _is_IP32 LOAD_CONST <code object _is_IP32_5k at 0x7fab703ae030, file "f.py", line 419> LOAD_CONST 'IRIXCPUInfo._is_IP32_5k' MAKE_FUNCTION STORE_NAME _is_IP32_5k LOAD_CONST <code object _is_IP32_10k at 0x7fab703ae810, file "f.py", line 422> LOAD_CONST 'IRIXCPUInfo._is_IP32_10k' MAKE_FUNCTION STORE_NAME _is_IP32_10k LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL key_value_from_command LOAD_CONST 'sysconf' LOAD_CONST ' ' LOAD_CONST (0, 1) LOAD_CONST ('sep', 'successful_status') CALL_FUNCTION STORE_FAST info LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'NUM_PROCESSORS' CALL_METHOD LOAD_CONST '1' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL int LOAD_FAST self LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'NUM_PROCESSORS' LOAD_CONST 1 CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'PROCESSORS' CALL_METHOD LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_CONST 'r%s' LOAD_FAST n BINARY_MODULO COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 2000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 3000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 3900 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4100 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4300 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4400 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4600 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 4650 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 5000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 6000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 8000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 10000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 12000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__cputype LOAD_CONST 'orion' CALL_METHOD RETURN_VALUE SETUP_EXCEPT to 14 LOAD_FAST self LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'MACHINE' CALL_METHOD RETURN_VALUE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 26 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'MACHINE' CALL_METHOD LOAD_METHOD lower CALL_METHOD LOAD_CONST 'ip%s' LOAD_FAST n BINARY_MODULO COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 19 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 20 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 21 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 22 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 22 CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD _is_r4000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 22 CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD _is_r5000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 24 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 25 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 26 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 27 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 28 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 30 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 32 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 32 CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD _is_r5000 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _IRIXCPUInfo__machine LOAD_CONST 32 CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_METHOD _is_r10000 CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DarwinCPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST <code object __init__ at 0x7fab703ae6f0, file "f.py", line 429> LOAD_CONST 'DarwinCPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7fab703ae8a0, file "f.py", line 436> LOAD_CONST 'DarwinCPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _getNCPUs at 0x7fab703aec00, file "f.py", line 439> LOAD_CONST 'DarwinCPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object _is_Power_Macintosh at 0x7fab703ae0c0, file "f.py", line 442> LOAD_CONST 'DarwinCPUInfo._is_Power_Macintosh' MAKE_FUNCTION STORE_NAME _is_Power_Macintosh LOAD_CONST <code object _is_i386 at 0x7fab703aec90, file "f.py", line 445> LOAD_CONST 'DarwinCPUInfo._is_i386' MAKE_FUNCTION STORE_NAME _is_i386 LOAD_CONST <code object _is_ppc at 0x7fab703ae270, file "f.py", line 448> LOAD_CONST 'DarwinCPUInfo._is_ppc' MAKE_FUNCTION STORE_NAME _is_ppc LOAD_CONST <code object __machine at 0x7fab703ae1e0, file "f.py", line 451> LOAD_CONST 'DarwinCPUInfo.__machine' MAKE_FUNCTION STORE_NAME _DarwinCPUInfo__machine LOAD_CONST <code object _is_ppc601 at 0x7fab823a4030, file "f.py", line 454> LOAD_CONST 'DarwinCPUInfo._is_ppc601' MAKE_FUNCTION STORE_NAME _is_ppc601 LOAD_CONST <code object _is_ppc602 at 0x7fab823a40c0, file "f.py", line 457> LOAD_CONST 'DarwinCPUInfo._is_ppc602' MAKE_FUNCTION STORE_NAME _is_ppc602 LOAD_CONST <code object _is_ppc603 at 0x7fab823a4150, file "f.py", line 460> LOAD_CONST 'DarwinCPUInfo._is_ppc603' MAKE_FUNCTION STORE_NAME _is_ppc603 LOAD_CONST <code object _is_ppc603e at 0x7fab823a41e0, file "f.py", line 463> LOAD_CONST 'DarwinCPUInfo._is_ppc603e' MAKE_FUNCTION STORE_NAME _is_ppc603e LOAD_CONST <code object _is_ppc604 at 0x7fab823a4270, file "f.py", line 466> LOAD_CONST 'DarwinCPUInfo._is_ppc604' MAKE_FUNCTION STORE_NAME _is_ppc604 LOAD_CONST <code object _is_ppc604e at 0x7fab823a4300, file "f.py", line 469> LOAD_CONST 'DarwinCPUInfo._is_ppc604e' MAKE_FUNCTION STORE_NAME _is_ppc604e LOAD_CONST <code object _is_ppc620 at 0x7fab823a4390, file "f.py", line 472> LOAD_CONST 'DarwinCPUInfo._is_ppc620' MAKE_FUNCTION STORE_NAME _is_ppc620 LOAD_CONST <code object _is_ppc630 at 0x7fab823a4420, file "f.py", line 475> LOAD_CONST 'DarwinCPUInfo._is_ppc630' MAKE_FUNCTION STORE_NAME _is_ppc630 LOAD_CONST <code object _is_ppc740 at 0x7fab823a44b0, file "f.py", line 478> LOAD_CONST 'DarwinCPUInfo._is_ppc740' MAKE_FUNCTION STORE_NAME _is_ppc740 LOAD_CONST <code object _is_ppc7400 at 0x7fab823a4540, file "f.py", line 481> LOAD_CONST 'DarwinCPUInfo._is_ppc7400' MAKE_FUNCTION STORE_NAME _is_ppc7400 LOAD_CONST <code object _is_ppc7450 at 0x7fab823a45d0, file "f.py", line 484> LOAD_CONST 'DarwinCPUInfo._is_ppc7450' MAKE_FUNCTION STORE_NAME _is_ppc7450 LOAD_CONST <code object _is_ppc750 at 0x7fab823a4660, file "f.py", line 487> LOAD_CONST 'DarwinCPUInfo._is_ppc750' MAKE_FUNCTION STORE_NAME _is_ppc750 LOAD_CONST <code object _is_ppc403 at 0x7fab823a46f0, file "f.py", line 490> LOAD_CONST 'DarwinCPUInfo._is_ppc403' MAKE_FUNCTION STORE_NAME _is_ppc403 LOAD_CONST <code object _is_ppc505 at 0x7fab823a4780, file "f.py", line 493> LOAD_CONST 'DarwinCPUInfo._is_ppc505' MAKE_FUNCTION STORE_NAME _is_ppc505 LOAD_CONST <code object _is_ppc801 at 0x7fab823a4810, file "f.py", line 496> LOAD_CONST 'DarwinCPUInfo._is_ppc801' MAKE_FUNCTION STORE_NAME _is_ppc801 LOAD_CONST <code object _is_ppc821 at 0x7fab823a48a0, file "f.py", line 499> LOAD_CONST 'DarwinCPUInfo._is_ppc821' MAKE_FUNCTION STORE_NAME _is_ppc821 LOAD_CONST <code object _is_ppc823 at 0x7fab823a4930, file "f.py", line 502> LOAD_CONST 'DarwinCPUInfo._is_ppc823' MAKE_FUNCTION STORE_NAME _is_ppc823 LOAD_CONST <code object _is_ppc860 at 0x7fab823a49c0, file "f.py", line 505> LOAD_CONST 'DarwinCPUInfo._is_ppc860' MAKE_FUNCTION STORE_NAME _is_ppc860 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL command_info LOAD_CONST 'arch' LOAD_CONST 'machine' LOAD_CONST ('arch', 'machine') CALL_FUNCTION STORE_FAST info LOAD_GLOBAL key_value_from_command LOAD_CONST 'sysctl' LOAD_CONST 'hw' BUILD_LIST LOAD_CONST '=' LOAD_CONST ('sep',) CALL_FUNCTION LOAD_FAST info LOAD_CONST 'sysctl_hw' STORE_SUBSCR LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL int LOAD_FAST self LOAD_ATTR info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.ncpu' LOAD_CONST 1 CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_CONST 'hw.machine' BINARY_SUBSCR LOAD_CONST 'Power Macintosh' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'arch' BINARY_SUBSCR LOAD_CONST 'i386' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'arch' BINARY_SUBSCR LOAD_CONST 'ppc' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'machine' BINARY_SUBSCR LOAD_CONST 'ppc%s' LOAD_FAST n BINARY_MODULO COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 601 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 602 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 603 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST '603e' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 604 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST '604e' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 620 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 630 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 740 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 7400 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 7450 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 750 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 403 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 505 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 801 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 821 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 823 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _DarwinCPUInfo__machine LOAD_CONST 860 CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NetBSDCPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST <code object __init__ at 0x7fab823a4b70, file "f.py", line 512> LOAD_CONST 'NetBSDCPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7fab823a4c00, file "f.py", line 521> LOAD_CONST 'NetBSDCPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _getNCPUs at 0x7fab823a4c90, file "f.py", line 524> LOAD_CONST 'NetBSDCPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object _is_Intel at 0x7fab823a4d20, file "f.py", line 527> LOAD_CONST 'NetBSDCPUInfo._is_Intel' MAKE_FUNCTION STORE_NAME _is_Intel LOAD_CONST <code object _is_AMD at 0x7fab823a4db0, file "f.py", line 532> LOAD_CONST 'NetBSDCPUInfo._is_AMD' MAKE_FUNCTION STORE_NAME _is_AMD LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST info LOAD_GLOBAL key_value_from_command LOAD_CONST 'sysctl' LOAD_CONST 'hw' BUILD_LIST LOAD_CONST '=' LOAD_CONST ('sep',) CALL_FUNCTION LOAD_FAST info LOAD_CONST 'sysctl_hw' STORE_SUBSCR LOAD_FAST info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.machine_arch' LOAD_CONST 1 CALL_METHOD LOAD_FAST info LOAD_CONST 'arch' STORE_SUBSCR LOAD_FAST info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.machine' LOAD_CONST 1 CALL_METHOD LOAD_FAST info LOAD_CONST 'machine' STORE_SUBSCR LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL int LOAD_FAST self LOAD_ATTR info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.ncpu' LOAD_CONST 1 CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.model' LOAD_CONST '' CALL_METHOD LOAD_CONST 0 LOAD_CONST 5 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'Intel' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'sysctl_hw' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'hw.model' LOAD_CONST '' CALL_METHOD LOAD_CONST 0 LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'AMD' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SunOSCPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST <code object __init__ at 0x7fab823a4ed0, file "f.py", line 541> LOAD_CONST 'SunOSCPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7fab823a4f60, file "f.py", line 559> LOAD_CONST 'SunOSCPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _is_i386 at 0x7fab81ff3030, file "f.py", line 562> LOAD_CONST 'SunOSCPUInfo._is_i386' MAKE_FUNCTION STORE_NAME _is_i386 LOAD_CONST <code object _is_sparc at 0x7fab81ff30c0, file "f.py", line 565> LOAD_CONST 'SunOSCPUInfo._is_sparc' MAKE_FUNCTION STORE_NAME _is_sparc LOAD_CONST <code object _is_sparcv9 at 0x7fab81ff3150, file "f.py", line 568> LOAD_CONST 'SunOSCPUInfo._is_sparcv9' MAKE_FUNCTION STORE_NAME _is_sparcv9 LOAD_CONST <code object _getNCPUs at 0x7fab81ff31e0, file "f.py", line 571> LOAD_CONST 'SunOSCPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object _is_sun4 at 0x7fab81ff3270, file "f.py", line 574> LOAD_CONST 'SunOSCPUInfo._is_sun4' MAKE_FUNCTION STORE_NAME _is_sun4 LOAD_CONST <code object _is_SUNW at 0x7fab81ff3300, file "f.py", line 577> LOAD_CONST 'SunOSCPUInfo._is_SUNW' MAKE_FUNCTION STORE_NAME _is_SUNW LOAD_CONST <code object _is_sparcstation5 at 0x7fab81ff3390, file "f.py", line 580> LOAD_CONST 'SunOSCPUInfo._is_sparcstation5' MAKE_FUNCTION STORE_NAME _is_sparcstation5 LOAD_CONST <code object _is_ultra1 at 0x7fab81ff3420, file "f.py", line 583> LOAD_CONST 'SunOSCPUInfo._is_ultra1' MAKE_FUNCTION STORE_NAME _is_ultra1 LOAD_CONST <code object _is_ultra250 at 0x7fab81ff34b0, file "f.py", line 586> LOAD_CONST 'SunOSCPUInfo._is_ultra250' MAKE_FUNCTION STORE_NAME _is_ultra250 LOAD_CONST <code object _is_ultra2 at 0x7fab81ff3540, file "f.py", line 589> LOAD_CONST 'SunOSCPUInfo._is_ultra2' MAKE_FUNCTION STORE_NAME _is_ultra2 LOAD_CONST <code object _is_ultra30 at 0x7fab81ff35d0, file "f.py", line 592> LOAD_CONST 'SunOSCPUInfo._is_ultra30' MAKE_FUNCTION STORE_NAME _is_ultra30 LOAD_CONST <code object _is_ultra4 at 0x7fab81ff3660, file "f.py", line 595> LOAD_CONST 'SunOSCPUInfo._is_ultra4' MAKE_FUNCTION STORE_NAME _is_ultra4 LOAD_CONST <code object _is_ultra5_10 at 0x7fab81ff36f0, file "f.py", line 598> LOAD_CONST 'SunOSCPUInfo._is_ultra5_10' MAKE_FUNCTION STORE_NAME _is_ultra5_10 LOAD_CONST <code object _is_ultra5 at 0x7fab81ff3780, file "f.py", line 601> LOAD_CONST 'SunOSCPUInfo._is_ultra5' MAKE_FUNCTION STORE_NAME _is_ultra5 LOAD_CONST <code object _is_ultra60 at 0x7fab81ff3810, file "f.py", line 604> LOAD_CONST 'SunOSCPUInfo._is_ultra60' MAKE_FUNCTION STORE_NAME _is_ultra60 LOAD_CONST <code object _is_ultra80 at 0x7fab81ff38a0, file "f.py", line 607> LOAD_CONST 'SunOSCPUInfo._is_ultra80' MAKE_FUNCTION STORE_NAME _is_ultra80 LOAD_CONST <code object _is_ultraenterprice at 0x7fab81ff3930, file "f.py", line 610> LOAD_CONST 'SunOSCPUInfo._is_ultraenterprice' MAKE_FUNCTION STORE_NAME _is_ultraenterprice LOAD_CONST <code object _is_ultraenterprice10k at 0x7fab81ff39c0, file "f.py", line 613> LOAD_CONST 'SunOSCPUInfo._is_ultraenterprice10k' MAKE_FUNCTION STORE_NAME _is_ultraenterprice10k LOAD_CONST <code object _is_sunfire at 0x7fab81ff3a50, file "f.py", line 616> LOAD_CONST 'SunOSCPUInfo._is_sunfire' MAKE_FUNCTION STORE_NAME _is_sunfire LOAD_CONST <code object _is_ultra at 0x7fab81ff3ae0, file "f.py", line 619> LOAD_CONST 'SunOSCPUInfo._is_ultra' MAKE_FUNCTION STORE_NAME _is_ultra LOAD_CONST <code object _is_cpusparcv7 at 0x7fab81ff3b70, file "f.py", line 622> LOAD_CONST 'SunOSCPUInfo._is_cpusparcv7' MAKE_FUNCTION STORE_NAME _is_cpusparcv7 LOAD_CONST <code object _is_cpusparcv8 at 0x7fab81ff3c00, file "f.py", line 625> LOAD_CONST 'SunOSCPUInfo._is_cpusparcv8' MAKE_FUNCTION STORE_NAME _is_cpusparcv8 LOAD_CONST <code object _is_cpusparcv9 at 0x7fab81ff3c90, file "f.py", line 628> LOAD_CONST 'SunOSCPUInfo._is_cpusparcv9' MAKE_FUNCTION STORE_NAME _is_cpusparcv9 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL command_info LOAD_CONST 'arch' LOAD_CONST 'mach' LOAD_CONST 'uname' LOAD_CONST '-i' BUILD_LIST LOAD_CONST 'isainfo' LOAD_CONST '-b' BUILD_LIST LOAD_CONST 'isainfo' LOAD_CONST '-n' BUILD_LIST LOAD_CONST ('arch', 'mach', 'uname_i', 'isainfo_b', 'isainfo_n') CALL_FUNCTION STORE_FAST info LOAD_GLOBAL key_value_from_command LOAD_CONST 'uname' LOAD_CONST '-X' BUILD_LIST LOAD_CONST '=' LOAD_CONST ('sep',) CALL_FUNCTION LOAD_FAST info LOAD_CONST 'uname_X' STORE_SUBSCR SETUP_LOOP to 120 LOAD_GLOBAL command_by_line LOAD_CONST 'psrinfo' LOAD_CONST '-v' LOAD_CONST '0' BUILD_LIST CALL_FUNCTION GET_ITER FOR_ITER to 118 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '\\s*The (?P<p>[\\w\\d]+) processor operates at' LOAD_FAST line CALL_METHOD STORE_FAST m LOAD_FAST m POP_JUMP_IF_FALSE LOAD_FAST m LOAD_METHOD group LOAD_CONST 'p' CALL_METHOD LOAD_FAST info LOAD_CONST 'processor' STORE_SUBSCR BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'isainfo_n' BINARY_SUBSCR LOAD_CONST 'i386' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'isainfo_n' BINARY_SUBSCR LOAD_CONST 'sparc' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'isainfo_n' BINARY_SUBSCR LOAD_CONST 'sparcv9' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL int LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_X' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST 'NumCPU' LOAD_CONST 1 CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'arch' BINARY_SUBSCR LOAD_CONST 'sun4' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST 'SUNW' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*SPARCstation-5' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-1' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-250' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-2' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-30' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-4' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-5_10' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-5' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-60' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-80' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-Enterprise' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra-Enterprise-10000' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Sun-Fire' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '.*Ultra' LOAD_FAST self LOAD_ATTR info LOAD_CONST 'uname_i' BINARY_SUBSCR CALL_METHOD LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'processor' BINARY_SUBSCR LOAD_CONST 'sparcv7' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'processor' BINARY_SUBSCR LOAD_CONST 'sparcv8' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 'processor' BINARY_SUBSCR LOAD_CONST 'sparcv9' COMPARE_OP == RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Win32CPUInfo' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME info LOAD_CONST 'HARDWARE\\DESCRIPTION\\System\\CentralProcessor' STORE_NAME pkey LOAD_CONST <code object __init__ at 0x7fab81ff3db0, file "f.py", line 636> LOAD_CONST 'Win32CPUInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _not_impl at 0x7fab81ff3e40, file "f.py", line 681> LOAD_CONST 'Win32CPUInfo._not_impl' MAKE_FUNCTION STORE_NAME _not_impl LOAD_CONST <code object _is_AMD at 0x7fab81ff3ed0, file "f.py", line 684> LOAD_CONST 'Win32CPUInfo._is_AMD' MAKE_FUNCTION STORE_NAME _is_AMD LOAD_CONST <code object _is_Am486 at 0x7fab81ff3f60, file "f.py", line 687> LOAD_CONST 'Win32CPUInfo._is_Am486' MAKE_FUNCTION STORE_NAME _is_Am486 LOAD_CONST <code object _is_Am5x86 at 0x7fab81ff0030, file "f.py", line 690> LOAD_CONST 'Win32CPUInfo._is_Am5x86' MAKE_FUNCTION STORE_NAME _is_Am5x86 LOAD_CONST <code object _is_AMDK5 at 0x7fab81ff00c0, file "f.py", line 693> LOAD_CONST 'Win32CPUInfo._is_AMDK5' MAKE_FUNCTION STORE_NAME _is_AMDK5 LOAD_CONST <code object _is_AMDK6 at 0x7fab81ff0150, file "f.py", line 700> LOAD_CONST 'Win32CPUInfo._is_AMDK6' MAKE_FUNCTION STORE_NAME _is_AMDK6 LOAD_CONST <code object _is_AMDK6_2 at 0x7fab81ff01e0, file "f.py", line 707> LOAD_CONST 'Win32CPUInfo._is_AMDK6_2' MAKE_FUNCTION STORE_NAME _is_AMDK6_2 LOAD_CONST <code object _is_AMDK6_3 at 0x7fab81ff0270, file "f.py", line 712> LOAD_CONST 'Win32CPUInfo._is_AMDK6_3' MAKE_FUNCTION STORE_NAME _is_AMDK6_3 LOAD_CONST <code object _is_AMDK7 at 0x7fab81ff0300, file "f.py", line 717> LOAD_CONST 'Win32CPUInfo._is_AMDK7' MAKE_FUNCTION STORE_NAME _is_AMDK7 LOAD_CONST <code object _is_AMD64 at 0x7fab81ff0390, file "f.py", line 720> LOAD_CONST 'Win32CPUInfo._is_AMD64' MAKE_FUNCTION STORE_NAME _is_AMD64 LOAD_CONST <code object _is_Intel at 0x7fab81ff0420, file "f.py", line 723> LOAD_CONST 'Win32CPUInfo._is_Intel' MAKE_FUNCTION STORE_NAME _is_Intel LOAD_CONST <code object _is_i386 at 0x7fab81ff04b0, file "f.py", line 726> LOAD_CONST 'Win32CPUInfo._is_i386' MAKE_FUNCTION STORE_NAME _is_i386 LOAD_CONST <code object _is_i486 at 0x7fab81ff0540, file "f.py", line 729> LOAD_CONST 'Win32CPUInfo._is_i486' MAKE_FUNCTION STORE_NAME _is_i486 LOAD_CONST <code object _is_i586 at 0x7fab81ff05d0, file "f.py", line 732> LOAD_CONST 'Win32CPUInfo._is_i586' MAKE_FUNCTION STORE_NAME _is_i586 LOAD_CONST <code object _is_i686 at 0x7fab81ff0660, file "f.py", line 735> LOAD_CONST 'Win32CPUInfo._is_i686' MAKE_FUNCTION STORE_NAME _is_i686 LOAD_CONST <code object _is_Pentium at 0x7fab81ff06f0, file "f.py", line 738> LOAD_CONST 'Win32CPUInfo._is_Pentium' MAKE_FUNCTION STORE_NAME _is_Pentium LOAD_CONST <code object _is_PentiumMMX at 0x7fab81ff0780, file "f.py", line 741> LOAD_CONST 'Win32CPUInfo._is_PentiumMMX' MAKE_FUNCTION STORE_NAME _is_PentiumMMX LOAD_CONST <code object _is_PentiumPro at 0x7fab81ff0810, file "f.py", line 748> LOAD_CONST 'Win32CPUInfo._is_PentiumPro' MAKE_FUNCTION STORE_NAME _is_PentiumPro LOAD_CONST <code object _is_PentiumII at 0x7fab81ff08a0, file "f.py", line 755> LOAD_CONST 'Win32CPUInfo._is_PentiumII' MAKE_FUNCTION STORE_NAME _is_PentiumII LOAD_CONST <code object _is_PentiumIII at 0x7fab81ff0930, file "f.py", line 762> LOAD_CONST 'Win32CPUInfo._is_PentiumIII' MAKE_FUNCTION STORE_NAME _is_PentiumIII LOAD_CONST <code object _is_PentiumIV at 0x7fab81ff09c0, file "f.py", line 769> LOAD_CONST 'Win32CPUInfo._is_PentiumIV' MAKE_FUNCTION STORE_NAME _is_PentiumIV LOAD_CONST <code object _is_PentiumM at 0x7fab81ff0a50, file "f.py", line 772> LOAD_CONST 'Win32CPUInfo._is_PentiumM' MAKE_FUNCTION STORE_NAME _is_PentiumM LOAD_CONST <code object _is_Core2 at 0x7fab81ff0ae0, file "f.py", line 779> LOAD_CONST 'Win32CPUInfo._is_Core2' MAKE_FUNCTION STORE_NAME _is_Core2 LOAD_CONST <code object _is_singleCPU at 0x7fab81ff0b70, file "f.py", line 786> LOAD_CONST 'Win32CPUInfo._is_singleCPU' MAKE_FUNCTION STORE_NAME _is_singleCPU LOAD_CONST <code object _getNCPUs at 0x7fab81ff0c00, file "f.py", line 789> LOAD_CONST 'Win32CPUInfo._getNCPUs' MAKE_FUNCTION STORE_NAME _getNCPUs LOAD_CONST <code object _has_mmx at 0x7fab81ff0d20, file "f.py", line 792> LOAD_CONST 'Win32CPUInfo._has_mmx' MAKE_FUNCTION STORE_NAME _has_mmx LOAD_CONST <code object _has_sse at 0x7fab81ff0db0, file "f.py", line 802> LOAD_CONST 'Win32CPUInfo._has_sse' MAKE_FUNCTION STORE_NAME _has_sse LOAD_CONST <code object _has_sse2 at 0x7fab81ff0e40, file "f.py", line 815> LOAD_CONST 'Win32CPUInfo._has_sse2' MAKE_FUNCTION STORE_NAME _has_sse2 LOAD_CONST <code object _has_3dnow at 0x7fab81ff0ed0, file "f.py", line 823> LOAD_CONST 'Win32CPUInfo._has_3dnow' MAKE_FUNCTION STORE_NAME _has_3dnow LOAD_CONST <code object _has_3dnowext at 0x7fab81ff0f60, file "f.py", line 826> LOAD_CONST 'Win32CPUInfo._has_3dnowext' MAKE_FUNCTION STORE_NAME _has_3dnowext LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 14 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME _winreg STORE_FAST _winreg POP_BLOCK JUMP_FORWARD to 42 DUP_TOP LOAD_GLOBAL ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME winreg STORE_FAST _winreg POP_EXCEPT JUMP_FORWARD to 42 END_FINALLY LOAD_FAST self LOAD_ATTR info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST info EXTENDED_ARG SETUP_EXCEPT to 350 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST 'family\\s+(?P<FML>\\d+)\\s+model\\s+(?P<MDL>\\d+)\\s+stepping\\s+(?P<STP>\\d+)' LOAD_GLOBAL re LOAD_ATTR IGNORECASE CALL_METHOD STORE_FAST prgx LOAD_FAST _winreg LOAD_METHOD OpenKey LOAD_FAST _winreg LOAD_ATTR HKEY_LOCAL_MACHINE LOAD_FAST self LOAD_ATTR pkey CALL_METHOD STORE_FAST chnd LOAD_CONST 0 STORE_FAST pnum SETUP_LOOP to 346 SETUP_EXCEPT to 118 LOAD_FAST _winreg LOAD_METHOD EnumKey LOAD_FAST chnd LOAD_FAST pnum CALL_METHOD STORE_FAST proc POP_BLOCK JUMP_FORWARD to 142 DUP_TOP LOAD_FAST _winreg LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BREAK_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY LOAD_FAST pnum LOAD_CONST 1 INPLACE_ADD STORE_FAST pnum LOAD_FAST info LOAD_METHOD append LOAD_CONST 'Processor' LOAD_FAST proc BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST _winreg LOAD_METHOD OpenKey LOAD_FAST chnd LOAD_FAST proc CALL_METHOD STORE_FAST phnd LOAD_CONST 0 STORE_FAST pidx SETUP_LOOP to 342 SETUP_EXCEPT to 206 LOAD_FAST _winreg LOAD_METHOD EnumValue LOAD_FAST phnd LOAD_FAST pidx CALL_METHOD UNPACK_SEQUENCE STORE_FAST name STORE_FAST value STORE_FAST vtpe POP_BLOCK JUMP_FORWARD to 230 DUP_TOP LOAD_FAST _winreg LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BREAK_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY LOAD_FAST pidx LOAD_CONST 1 BINARY_ADD STORE_FAST pidx LOAD_FAST value LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST name STORE_SUBSCR LOAD_FAST name LOAD_CONST 'Identifier' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST prgx LOAD_METHOD search LOAD_FAST value CALL_METHOD STORE_FAST srch LOAD_FAST srch POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST srch LOAD_METHOD group LOAD_CONST 'FML' CALL_METHOD CALL_FUNCTION LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 'Family' STORE_SUBSCR LOAD_GLOBAL int LOAD_FAST srch LOAD_METHOD group LOAD_CONST 'MDL' CALL_METHOD CALL_FUNCTION LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 'Model' STORE_SUBSCR LOAD_GLOBAL int LOAD_FAST srch LOAD_METHOD group LOAD_CONST 'STP' CALL_METHOD CALL_FUNCTION LOAD_FAST info LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 'Stepping' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 374 POP_TOP POP_TOP POP_TOP LOAD_GLOBAL print LOAD_GLOBAL sys LOAD_ATTR exc_value LOAD_CONST '(ignoring)' CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 374 END_FINALLY LOAD_FAST info LOAD_FAST self LOAD_ATTR __class__ STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'VendorIdentifier' BINARY_SUBSCR LOAD_CONST 'AuthenticAMD' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (0, 1, 2, 3) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (6, 7) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST 8 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST 9 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 15 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'VendorIdentifier' BINARY_SUBSCR LOAD_CONST 'GenuineIntel' COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 3 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (3, 5, 6) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (7, 8, 9, 10, 11) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 15 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (9, 13, 14) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (15, 16, 17) COMPARE_OP in RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR info CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR info CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST (6, 15) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST (5, 6, 15) COMPARE_OP in RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (7, 8, 9, 10, 11) COMPARE_OP in JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 15 COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Model' BINARY_SUBSCR LOAD_CONST (6, 7, 8, 10) COMPARE_OP in JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST 15 COMPARE_OP == RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD is_Intel CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD is_Pentium4 CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_METHOD is_PentiumM CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_METHOD is_Core2 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD is_AMD64 CALL_METHOD RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST (5, 6, 15) COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD is_AMD CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Family' BINARY_SUBSCR LOAD_CONST (6, 15) COMPARE_OP in RETURN_VALUE
""" cpuinfo Copyright 2002 Pearu Peterson all rights reserved, Pearu Peterson <[email protected]> Permission to use, modify, and distribute this software is given under the terms of the NumPy (BSD style) license. See LICENSE.txt that came with this distribution for specifics. NO WARRANTY IS EXPRESSED OR IMPLIED. USE AT YOUR OWN RISK. Pearu Peterson """ __all__ = ["cpu"] import sys, re, types import os import subprocess import warnings import platform import inspect is_cpu_amd_intel = False # DEPRECATION WARNING: WILL BE REMOVED IN FUTURE RELEASE def getoutput(cmd, successful_status=(0,), stacklevel=1): try: p = subprocess.Popen(cmd, stdout=subprocess.PIPE) output, _ = p.communicate() status = p.returncode except EnvironmentError as e: warnings.warn(str(e), UserWarning, stacklevel=stacklevel) return False, "" if os.WIFEXITED(status) and os.WEXITSTATUS(status) in successful_status: return True, output return False, output def command_info(successful_status=(0,), stacklevel=1, **kw): info = {} for key in kw: ok, output = getoutput( kw[key], successful_status=successful_status, stacklevel=stacklevel + 1 ) if ok: info[key] = output.strip() return info def command_by_line(cmd, successful_status=(0,), stacklevel=1): ok, output = getoutput( cmd, successful_status=successful_status, stacklevel=stacklevel + 1 ) if not ok: return output = output.decode("ascii") for line in output.splitlines(): yield line.strip() def key_value_from_command(cmd, sep, successful_status=(0,), stacklevel=1): d = {} for line in command_by_line( cmd, successful_status=successful_status, stacklevel=stacklevel + 1 ): l = [s.strip() for s in line.split(sep, 1)] if len(l) == 2: d[l[0]] = l[1] return d class CPUInfoBase(object): """Holds CPU information and provides methods for requiring the availability of various CPU features. """ def _try_call(self, func): try: return func() except: pass def __getattr__(self, name): if not name.startswith("_"): if hasattr(self, "_" + name): attr = getattr(self, "_" + name) if inspect.ismethod(attr): return lambda func=self._try_call, attr=attr: func(attr) else: return lambda: None raise AttributeError(name) def _getNCPUs(self): return 1 def __get_nbits(self): abits = platform.architecture()[0] nbits = re.compile(r"(\d+)bit").search(abits).group(1) return nbits def _is_32bit(self): return self.__get_nbits() == "32" def _is_64bit(self): return self.__get_nbits() == "64" class LinuxCPUInfo(CPUInfoBase): info = None def __init__(self): if self.info is not None: return info = [{}] ok, output = getoutput(["uname", "-m"]) if ok: info[0]["uname_m"] = output.strip() try: fo = open("/proc/cpuinfo") except EnvironmentError as e: warnings.warn(str(e), UserWarning) else: for line in fo: name_value = [s.strip() for s in line.split(":", 1)] if len(name_value) != 2: continue name, value = name_value if not info or name in info[-1]: # next processor info.append({}) info[-1][name] = value fo.close() self.__class__.info = info def _not_impl(self): pass def _is_AMD(self): return self.info[0]["vendor_id"] == "AuthenticAMD" def _is_AthlonK6_2(self): return self._is_AMD() and self.info[0]["model"] == "2" def _is_AthlonK6_3(self): return self._is_AMD() and self.info[0]["model"] == "3" def _is_AthlonK6(self): return re.match(r".*?AMD-K6", self.info[0]["model name"]) is not None def _is_AthlonK7(self): return re.match(r".*?AMD-K7", self.info[0]["model name"]) is not None def _is_AthlonMP(self): return re.match(r".*?Athlon\(tm\) MP\b", self.info[0]["model name"]) is not None def _is_AMD64(self): return self.is_AMD() and self.info[0]["family"] == "15" def _is_Athlon64(self): return re.match(r".*?Athlon\(tm\) 64\b", self.info[0]["model name"]) is not None def _is_AthlonHX(self): return re.match(r".*?Athlon HX\b", self.info[0]["model name"]) is not None def _is_Opteron(self): return re.match(r".*?Opteron\b", self.info[0]["model name"]) is not None def _is_Hammer(self): return re.match(r".*?Hammer\b", self.info[0]["model name"]) is not None def _is_Alpha(self): return self.info[0]["cpu"] == "Alpha" def _is_EV4(self): return self.is_Alpha() and self.info[0]["cpu model"] == "EV4" def _is_EV5(self): return self.is_Alpha() and self.info[0]["cpu model"] == "EV5" def _is_EV56(self): return self.is_Alpha() and self.info[0]["cpu model"] == "EV56" def _is_PCA56(self): return self.is_Alpha() and self.info[0]["cpu model"] == "PCA56" _is_i386 = _not_impl def _is_Intel(self): return self.info[0]["vendor_id"] == "GenuineIntel" def _is_i486(self): return self.info[0]["cpu"] == "i486" def _is_i586(self): return self.is_Intel() and self.info[0]["cpu family"] == "5" def _is_i686(self): return self.is_Intel() and self.info[0]["cpu family"] == "6" def _is_Celeron(self): return re.match(r".*?Celeron", self.info[0]["model name"]) is not None def _is_Pentium(self): return re.match(r".*?Pentium", self.info[0]["model name"]) is not None def _is_PentiumII(self): return re.match(r".*?Pentium.*?II\b", self.info[0]["model name"]) is not None def _is_PentiumPro(self): return re.match(r".*?PentiumPro\b", self.info[0]["model name"]) is not None def _is_PentiumMMX(self): return re.match(r".*?Pentium.*?MMX\b", self.info[0]["model name"]) is not None def _is_PentiumIII(self): return re.match(r".*?Pentium.*?III\b", self.info[0]["model name"]) is not None def _is_PentiumIV(self): return ( re.match(r".*?Pentium.*?(IV|4)\b", self.info[0]["model name"]) is not None ) def _is_PentiumM(self): return re.match(r".*?Pentium.*?M\b", self.info[0]["model name"]) is not None def _is_Prescott(self): return self.is_PentiumIV() and self.has_sse3() def _is_Nocona(self): return ( self.is_Intel() and self.info[0]["cpu family"] in ("6", "15") and (self.has_sse3() and not self.has_ssse3()) and re.match(r".*?\blm\b", self.info[0]["flags"]) is not None ) def _is_Core2(self): return ( self.is_64bit() and self.is_Intel() and re.match(r".*?Core\(TM\)2\b", self.info[0]["model name"]) is not None ) def _is_Itanium(self): return re.match(r".*?Itanium\b", self.info[0]["family"]) is not None def _is_XEON(self): return ( re.match(r".*?XEON\b", self.info[0]["model name"], re.IGNORECASE) is not None ) _is_Xeon = _is_XEON def _is_Power(self): return re.match(r".*POWER.*", self.info[0]["cpu"]) is not None def _is_Power7(self): return re.match(r".*POWER7.*", self.info[0]["cpu"]) is not None def _is_Power8(self): return re.match(r".*POWER8.*", self.info[0]["cpu"]) is not None def _is_Power9(self): return re.match(r".*POWER9.*", self.info[0]["cpu"]) is not None def _has_Altivec(self): return re.match(r".*altivec\ supported.*", self.info[0]["cpu"]) is not None def _is_singleCPU(self): return len(self.info) == 1 def _getNCPUs(self): return len(self.info) def _has_fdiv_bug(self): return self.info[0]["fdiv_bug"] == "yes" def _has_f00f_bug(self): return self.info[0]["f00f_bug"] == "yes" def _has_mmx(self): return re.match(r".*?\bmmx\b", self.info[0]["flags"]) is not None def _has_sse(self): return re.match(r".*?\bsse\b", self.info[0]["flags"]) is not None def _has_sse2(self): return re.match(r".*?\bsse2\b", self.info[0]["flags"]) is not None def _has_sse3(self): return re.match(r".*?\bpni\b", self.info[0]["flags"]) is not None def _has_ssse3(self): return re.match(r".*?\bssse3\b", self.info[0]["flags"]) is not None def _has_3dnow(self): return re.match(r".*?\b3dnow\b", self.info[0]["flags"]) is not None def _has_3dnowext(self): return re.match(r".*?\b3dnowext\b", self.info[0]["flags"]) is not None class IRIXCPUInfo(CPUInfoBase): info = None def __init__(self): if self.info is not None: return info = key_value_from_command("sysconf", sep=" ", successful_status=(0, 1)) self.__class__.info = info def _not_impl(self): pass def _is_singleCPU(self): return self.info.get("NUM_PROCESSORS") == "1" def _getNCPUs(self): return int(self.info.get("NUM_PROCESSORS", 1)) def __cputype(self, n): return self.info.get("PROCESSORS").split()[0].lower() == "r%s" % (n) def _is_r2000(self): return self.__cputype(2000) def _is_r3000(self): return self.__cputype(3000) def _is_r3900(self): return self.__cputype(3900) def _is_r4000(self): return self.__cputype(4000) def _is_r4100(self): return self.__cputype(4100) def _is_r4300(self): return self.__cputype(4300) def _is_r4400(self): return self.__cputype(4400) def _is_r4600(self): return self.__cputype(4600) def _is_r4650(self): return self.__cputype(4650) def _is_r5000(self): return self.__cputype(5000) def _is_r6000(self): return self.__cputype(6000) def _is_r8000(self): return self.__cputype(8000) def _is_r10000(self): return self.__cputype(10000) def _is_r12000(self): return self.__cputype(12000) def _is_rorion(self): return self.__cputype("orion") def get_ip(self): try: return self.info.get("MACHINE") except: pass def __machine(self, n): return self.info.get("MACHINE").lower() == "ip%s" % (n) def _is_IP19(self): return self.__machine(19) def _is_IP20(self): return self.__machine(20) def _is_IP21(self): return self.__machine(21) def _is_IP22(self): return self.__machine(22) def _is_IP22_4k(self): return self.__machine(22) and self._is_r4000() def _is_IP22_5k(self): return self.__machine(22) and self._is_r5000() def _is_IP24(self): return self.__machine(24) def _is_IP25(self): return self.__machine(25) def _is_IP26(self): return self.__machine(26) def _is_IP27(self): return self.__machine(27) def _is_IP28(self): return self.__machine(28) def _is_IP30(self): return self.__machine(30) def _is_IP32(self): return self.__machine(32) def _is_IP32_5k(self): return self.__machine(32) and self._is_r5000() def _is_IP32_10k(self): return self.__machine(32) and self._is_r10000() class DarwinCPUInfo(CPUInfoBase): info = None def __init__(self): if self.info is not None: return info = command_info(arch="arch", machine="machine") info["sysctl_hw"] = key_value_from_command(["sysctl", "hw"], sep="=") self.__class__.info = info def _not_impl(self): pass def _getNCPUs(self): return int(self.info["sysctl_hw"].get("hw.ncpu", 1)) def _is_Power_Macintosh(self): return self.info["sysctl_hw"]["hw.machine"] == "Power Macintosh" def _is_i386(self): return self.info["arch"] == "i386" def _is_ppc(self): return self.info["arch"] == "ppc" def __machine(self, n): return self.info["machine"] == "ppc%s" % n def _is_ppc601(self): return self.__machine(601) def _is_ppc602(self): return self.__machine(602) def _is_ppc603(self): return self.__machine(603) def _is_ppc603e(self): return self.__machine("603e") def _is_ppc604(self): return self.__machine(604) def _is_ppc604e(self): return self.__machine("604e") def _is_ppc620(self): return self.__machine(620) def _is_ppc630(self): return self.__machine(630) def _is_ppc740(self): return self.__machine(740) def _is_ppc7400(self): return self.__machine(7400) def _is_ppc7450(self): return self.__machine(7450) def _is_ppc750(self): return self.__machine(750) def _is_ppc403(self): return self.__machine(403) def _is_ppc505(self): return self.__machine(505) def _is_ppc801(self): return self.__machine(801) def _is_ppc821(self): return self.__machine(821) def _is_ppc823(self): return self.__machine(823) def _is_ppc860(self): return self.__machine(860) class NetBSDCPUInfo(CPUInfoBase): info = None def __init__(self): if self.info is not None: return info = {} info["sysctl_hw"] = key_value_from_command(["sysctl", "hw"], sep="=") info["arch"] = info["sysctl_hw"].get("hw.machine_arch", 1) info["machine"] = info["sysctl_hw"].get("hw.machine", 1) self.__class__.info = info def _not_impl(self): pass def _getNCPUs(self): return int(self.info["sysctl_hw"].get("hw.ncpu", 1)) def _is_Intel(self): if self.info["sysctl_hw"].get("hw.model", "")[0:5] == "Intel": return True return False def _is_AMD(self): if self.info["sysctl_hw"].get("hw.model", "")[0:3] == "AMD": return True return False class SunOSCPUInfo(CPUInfoBase): info = None def __init__(self): if self.info is not None: return info = command_info( arch="arch", mach="mach", uname_i=["uname", "-i"], isainfo_b=["isainfo", "-b"], isainfo_n=["isainfo", "-n"], ) info["uname_X"] = key_value_from_command(["uname", "-X"], sep="=") for line in command_by_line(["psrinfo", "-v", "0"]): m = re.match(r"\s*The (?P<p>[\w\d]+) processor operates at", line) if m: info["processor"] = m.group("p") break self.__class__.info = info def _not_impl(self): pass def _is_i386(self): return self.info["isainfo_n"] == "i386" def _is_sparc(self): return self.info["isainfo_n"] == "sparc" def _is_sparcv9(self): return self.info["isainfo_n"] == "sparcv9" def _getNCPUs(self): return int(self.info["uname_X"].get("NumCPU", 1)) def _is_sun4(self): return self.info["arch"] == "sun4" def _is_SUNW(self): return re.match(r"SUNW", self.info["uname_i"]) is not None def _is_sparcstation5(self): return re.match(r".*SPARCstation-5", self.info["uname_i"]) is not None def _is_ultra1(self): return re.match(r".*Ultra-1", self.info["uname_i"]) is not None def _is_ultra250(self): return re.match(r".*Ultra-250", self.info["uname_i"]) is not None def _is_ultra2(self): return re.match(r".*Ultra-2", self.info["uname_i"]) is not None def _is_ultra30(self): return re.match(r".*Ultra-30", self.info["uname_i"]) is not None def _is_ultra4(self): return re.match(r".*Ultra-4", self.info["uname_i"]) is not None def _is_ultra5_10(self): return re.match(r".*Ultra-5_10", self.info["uname_i"]) is not None def _is_ultra5(self): return re.match(r".*Ultra-5", self.info["uname_i"]) is not None def _is_ultra60(self): return re.match(r".*Ultra-60", self.info["uname_i"]) is not None def _is_ultra80(self): return re.match(r".*Ultra-80", self.info["uname_i"]) is not None def _is_ultraenterprice(self): return re.match(r".*Ultra-Enterprise", self.info["uname_i"]) is not None def _is_ultraenterprice10k(self): return re.match(r".*Ultra-Enterprise-10000", self.info["uname_i"]) is not None def _is_sunfire(self): return re.match(r".*Sun-Fire", self.info["uname_i"]) is not None def _is_ultra(self): return re.match(r".*Ultra", self.info["uname_i"]) is not None def _is_cpusparcv7(self): return self.info["processor"] == "sparcv7" def _is_cpusparcv8(self): return self.info["processor"] == "sparcv8" def _is_cpusparcv9(self): return self.info["processor"] == "sparcv9" class Win32CPUInfo(CPUInfoBase): info = None pkey = r"HARDWARE\DESCRIPTION\System\CentralProcessor" def __init__(self): try: import _winreg except ImportError: # Python 3 import winreg as _winreg if self.info is not None: return info = [] try: prgx = re.compile( r"family\s+(?P<FML>\d+)\s+model\s+(?P<MDL>\d+)" r"\s+stepping\s+(?P<STP>\d+)", re.IGNORECASE, ) chnd = _winreg.OpenKey(_winreg.HKEY_LOCAL_MACHINE, self.pkey) pnum = 0 while 1: try: proc = _winreg.EnumKey(chnd, pnum) except _winreg.error: break else: pnum += 1 info.append({"Processor": proc}) phnd = _winreg.OpenKey(chnd, proc) pidx = 0 while True: try: name, value, vtpe = _winreg.EnumValue(phnd, pidx) except _winreg.error: break else: pidx = pidx + 1 info[-1][name] = value if name == "Identifier": srch = prgx.search(value) if srch: info[-1]["Family"] = int(srch.group("FML")) info[-1]["Model"] = int(srch.group("MDL")) info[-1]["Stepping"] = int(srch.group("STP")) except: print(sys.exc_value, "(ignoring)") self.__class__.info = info def _not_impl(self): pass def _is_AMD(self): return self.info[0]["VendorIdentifier"] == "AuthenticAMD" def _is_Am486(self): return self.is_AMD() and self.info[0]["Family"] == 4 def _is_Am5x86(self): return self.is_AMD() and self.info[0]["Family"] == 4 def _is_AMDK5(self): return ( self.is_AMD() and self.info[0]["Family"] == 5 and self.info[0]["Model"] in [0, 1, 2, 3] ) def _is_AMDK6(self): return ( self.is_AMD() and self.info[0]["Family"] == 5 and self.info[0]["Model"] in [6, 7] ) def _is_AMDK6_2(self): return ( self.is_AMD() and self.info[0]["Family"] == 5 and self.info[0]["Model"] == 8 ) def _is_AMDK6_3(self): return ( self.is_AMD() and self.info[0]["Family"] == 5 and self.info[0]["Model"] == 9 ) def _is_AMDK7(self): return self.is_AMD() and self.info[0]["Family"] == 6 def _is_AMD64(self): return self.is_AMD() and self.info[0]["Family"] == 15 def _is_Intel(self): return self.info[0]["VendorIdentifier"] == "GenuineIntel" def _is_i386(self): return self.info[0]["Family"] == 3 def _is_i486(self): return self.info[0]["Family"] == 4 def _is_i586(self): return self.is_Intel() and self.info[0]["Family"] == 5 def _is_i686(self): return self.is_Intel() and self.info[0]["Family"] == 6 def _is_Pentium(self): return self.is_Intel() and self.info[0]["Family"] == 5 def _is_PentiumMMX(self): return ( self.is_Intel() and self.info[0]["Family"] == 5 and self.info[0]["Model"] == 4 ) def _is_PentiumPro(self): return ( self.is_Intel() and self.info[0]["Family"] == 6 and self.info[0]["Model"] == 1 ) def _is_PentiumII(self): return ( self.is_Intel() and self.info[0]["Family"] == 6 and self.info[0]["Model"] in [3, 5, 6] ) def _is_PentiumIII(self): return ( self.is_Intel() and self.info[0]["Family"] == 6 and self.info[0]["Model"] in [7, 8, 9, 10, 11] ) def _is_PentiumIV(self): return self.is_Intel() and self.info[0]["Family"] == 15 def _is_PentiumM(self): return ( self.is_Intel() and self.info[0]["Family"] == 6 and self.info[0]["Model"] in [9, 13, 14] ) def _is_Core2(self): return ( self.is_Intel() and self.info[0]["Family"] == 6 and self.info[0]["Model"] in [15, 16, 17] ) def _is_singleCPU(self): return len(self.info) == 1 def _getNCPUs(self): return len(self.info) def _has_mmx(self): if self.is_Intel(): return (self.info[0]["Family"] == 5 and self.info[0]["Model"] == 4) or ( self.info[0]["Family"] in [6, 15] ) elif self.is_AMD(): return self.info[0]["Family"] in [5, 6, 15] else: return False def _has_sse(self): if self.is_Intel(): return ( self.info[0]["Family"] == 6 and self.info[0]["Model"] in [7, 8, 9, 10, 11] ) or self.info[0]["Family"] == 15 elif self.is_AMD(): return ( self.info[0]["Family"] == 6 and self.info[0]["Model"] in [6, 7, 8, 10] ) or self.info[0]["Family"] == 15 else: return False def _has_sse2(self): if self.is_Intel(): return self.is_Pentium4() or self.is_PentiumM() or self.is_Core2() elif self.is_AMD(): return self.is_AMD64() else: return False def _has_3dnow(self): return self.is_AMD() and self.info[0]["Family"] in [5, 6, 15] def _has_3dnowext(self): return self.is_AMD() and self.info[0]["Family"] in [6, 15] if sys.platform.startswith("linux"): # variations: linux2,linux-i386 (any others?) cpuinfo = LinuxCPUInfo elif sys.platform.startswith("irix"): cpuinfo = IRIXCPUInfo elif sys.platform == "darwin": cpuinfo = DarwinCPUInfo elif sys.platform[0:6] == "netbsd": cpuinfo = NetBSDCPUInfo elif sys.platform.startswith("sunos"): cpuinfo = SunOSCPUInfo elif sys.platform.startswith("win32"): cpuinfo = Win32CPUInfo elif sys.platform.startswith("cygwin"): cpuinfo = LinuxCPUInfo else: cpuinfo = CPUInfoBase cpu = cpuinfo() if __name__ == "__main__": cpu.is_blaa() cpu.is_Intel() cpu.is_Alpha() info = [] for name in dir(cpuinfo): if name[0] == "_" and name[1] != "_": r = getattr(cpu, name[1:])() if r: if r != 1: info.append("%s=%s" % (name[1:], r)) else: info.append(name[1:]) print("CPU information: " + " ".join(info))
data/numexpr-2.9.0/numexpr/cpuinfo.py
23,638
9,030
177,668
LOAD_CONST "\nModule to provide MongoDB functionality to Salt\n\n:configuration: This module uses PyMongo, and accepts configuration details as\n parameters as well as configuration settings::\n\n mongodb.host: 'localhost'\n mongodb.port: 27017\n mongodb.user: ''\n mongodb.password: ''\n\n This data can also be passed into pillar. Options passed into opts will\n overwrite options passed into pillar.\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.json STORE_NAME salt LOAD_CONST 0 LOAD_CONST ('get_error_message',) IMPORT_NAME salt.exceptions IMPORT_FROM get_error_message STORE_NAME _get_error_message POP_TOP LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME salt.utils.versions IMPORT_FROM Version STORE_NAME Version POP_TOP SETUP_EXCEPT to 70 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pymongo STORE_NAME pymongo LOAD_CONST True STORE_NAME HAS_MONGODB POP_BLOCK JUMP_FORWARD to 94 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_MONGODB POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST <code object __virtual__ at 0x7fab823c26f0, file "f.py", line 33> LOAD_CONST '__virtual__' MAKE_FUNCTION STORE_NAME __virtual__ LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object _connect at 0x7fab823c2e40, file "f.py", line 47> LOAD_CONST '_connect' MAKE_FUNCTION STORE_NAME _connect LOAD_CONST <code object _to_dict at 0x7fab823c2ae0, file "f.py", line 77> LOAD_CONST '_to_dict' MAKE_FUNCTION STORE_NAME _to_dict LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object db_list at 0x7fab823c2f60, file "f.py", line 91> LOAD_CONST 'db_list' MAKE_FUNCTION STORE_NAME db_list LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object db_exists at 0x7fab823c2810, file "f.py", line 128> LOAD_CONST 'db_exists' MAKE_FUNCTION STORE_NAME db_exists LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object db_remove at 0x7fab823c2390, file "f.py", line 164> LOAD_CONST 'db_remove' MAKE_FUNCTION STORE_NAME db_remove LOAD_CONST <code object _version at 0x7fab823c2db0, file "f.py", line 206> LOAD_CONST '_version' MAKE_FUNCTION STORE_NAME _version LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object version at 0x7fab822e40c0, file "f.py", line 210> LOAD_CONST 'version' MAKE_FUNCTION STORE_NAME version LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object user_find at 0x7fab822e4270, file "f.py", line 251> LOAD_CONST 'user_find' MAKE_FUNCTION STORE_NAME user_find LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object user_list at 0x7fab822e44b0, file "f.py", line 298> LOAD_CONST 'user_list' MAKE_FUNCTION STORE_NAME user_list LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object user_exists at 0x7fab822e4300, file "f.py", line 354> LOAD_CONST 'user_exists' MAKE_FUNCTION STORE_NAME user_exists LOAD_CONST (None, None, None, None, 'admin', None, None) LOAD_CONST <code object user_create at 0x7fab822e4420, file "f.py", line 396> LOAD_CONST 'user_create' MAKE_FUNCTION STORE_NAME user_create LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object user_remove at 0x7fab822e4780, file "f.py", line 462> LOAD_CONST 'user_remove' MAKE_FUNCTION STORE_NAME user_remove LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object user_roles_exists at 0x7fab822e4930, file "f.py", line 506> LOAD_CONST 'user_roles_exists' MAKE_FUNCTION STORE_NAME user_roles_exists LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object user_grant_roles at 0x7fab822e48a0, file "f.py", line 568> LOAD_CONST 'user_grant_roles' MAKE_FUNCTION STORE_NAME user_grant_roles LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object user_revoke_roles at 0x7fab822e4c90, file "f.py", line 630> LOAD_CONST 'user_revoke_roles' MAKE_FUNCTION STORE_NAME user_revoke_roles LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object collection_create at 0x7fab822e4ed0, file "f.py", line 689> LOAD_CONST 'collection_create' MAKE_FUNCTION STORE_NAME collection_create LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object collection_drop at 0x7fab821c70c0, file "f.py", line 744> LOAD_CONST 'collection_drop' MAKE_FUNCTION STORE_NAME collection_drop LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object collections_list at 0x7fab821c7270, file "f.py", line 799> LOAD_CONST 'collections_list' MAKE_FUNCTION STORE_NAME collections_list LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object insert at 0x7fab821c7390, file "f.py", line 847> LOAD_CONST 'insert' MAKE_FUNCTION STORE_NAME insert LOAD_CONST (None, None, None, None, 'admin', None) LOAD_CONST <code object update_one at 0x7fab821c7300, file "f.py", line 908> LOAD_CONST 'update_one' MAKE_FUNCTION STORE_NAME update_one LOAD_CONST (None, None, None, None, None, 'admin', None) LOAD_CONST <code object find at 0x7fab821c7540, file "f.py", line 1000> LOAD_CONST 'find' MAKE_FUNCTION STORE_NAME find LOAD_CONST (None, None, None, None, None, 'admin', 1, None) LOAD_CONST <code object remove at 0x7fab821c75d0, file "f.py", line 1069> LOAD_CONST 'remove' MAKE_FUNCTION STORE_NAME remove LOAD_CONST None RETURN_VALUE LOAD_GLOBAL HAS_MONGODB POP_JUMP_IF_FALSE LOAD_CONST 'mongodb' RETURN_VALUE LOAD_CONST (False, 'The mongodb execution module cannot be loaded: the pymongo library is not available.') RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST user POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'config.option' BINARY_SUBSCR LOAD_CONST 'mongodb.user' CALL_FUNCTION STORE_FAST user LOAD_FAST password POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'config.option' BINARY_SUBSCR LOAD_CONST 'mongodb.password' CALL_FUNCTION STORE_FAST password LOAD_FAST host POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'config.option' BINARY_SUBSCR LOAD_CONST 'mongodb.host' CALL_FUNCTION STORE_FAST host LOAD_FAST port POP_JUMP_IF_TRUE LOAD_GLOBAL __salt__ LOAD_CONST 'config.option' BINARY_SUBSCR LOAD_CONST 'mongodb.port' CALL_FUNCTION STORE_FAST port LOAD_FAST authdb POP_JUMP_IF_TRUE LOAD_FAST database STORE_FAST authdb SETUP_EXCEPT to 130 LOAD_GLOBAL pymongo LOAD_ATTR MongoClient LOAD_FAST host LOAD_FAST port LOAD_CONST ('host', 'port') CALL_FUNCTION STORE_FAST conn LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST user POP_JUMP_IF_FALSE LOAD_FAST password POP_JUMP_IF_FALSE LOAD_FAST mdb LOAD_ATTR authenticate LOAD_FAST user LOAD_FAST password LOAD_FAST authdb LOAD_CONST ('source',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 166 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Error connecting to database %s' LOAD_FAST database CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_FAST conn RETURN_VALUE SETUP_EXCEPT to 30 LOAD_GLOBAL isinstance LOAD_FAST objects LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR json LOAD_METHOD loads LOAD_FAST objects CALL_METHOD STORE_FAST objects POP_BLOCK JUMP_FORWARD to 78 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 64 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Could not parse objects: %s' LOAD_FAST err CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 78 END_FINALLY LOAD_FAST objects RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 46 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Listing databases' CALL_METHOD POP_TOP LOAD_FAST conn LOAD_METHOD list_database_names CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 84 LOAD_GLOBAL log LOAD_METHOD error LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 98 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL db_list LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST dbs LOAD_GLOBAL isinstance LOAD_FAST dbs LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST name LOAD_FAST dbs COMPARE_OP in RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 54 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Removing database %s' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST conn LOAD_METHOD drop_database LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 110 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 96 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Removing database %s failed with error: %s' LOAD_FAST name LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 110 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_FAST mdb LOAD_METHOD command LOAD_CONST 'buildInfo' CALL_METHOD LOAD_CONST 'version' BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to MongoDB database {}:{}' LOAD_METHOD format LOAD_FAST host LOAD_FAST port CALL_METHOD STORE_FAST err_msg LOAD_GLOBAL log LOAD_METHOD error LOAD_FAST err_msg CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST err_msg BUILD_TUPLE RETURN_VALUE SETUP_EXCEPT to 76 LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_GLOBAL _version LOAD_FAST mdb CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 116 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Listing users failed with error: %s' LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to MongoDB database {}:{}' LOAD_METHOD format LOAD_FAST host LOAD_FAST port CALL_METHOD STORE_FAST err_msg LOAD_GLOBAL log LOAD_METHOD error LOAD_FAST err_msg CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST err_msg BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb SETUP_EXCEPT to 84 LOAD_FAST mdb LOAD_METHOD command LOAD_CONST 'usersInfo' LOAD_FAST name CALL_METHOD LOAD_CONST 'users' BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 128 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Listing users failed with error: %s' LOAD_FAST err CALL_METHOD POP_TOP LOAD_CONST False LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 142 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 184 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Listing users' CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb BUILD_LIST STORE_FAST output LOAD_GLOBAL _version LOAD_FAST mdb CALL_FUNCTION STORE_FAST mongodb_version LOAD_GLOBAL Version LOAD_FAST mongodb_version CALL_FUNCTION LOAD_GLOBAL Version LOAD_CONST '2.6' CALL_FUNCTION COMPARE_OP >= POP_JUMP_IF_FALSE SETUP_LOOP to 180 LOAD_FAST mdb LOAD_METHOD command LOAD_CONST 'usersInfo' CALL_METHOD LOAD_CONST 'users' BINARY_SUBSCR GET_ITER FOR_ITER to 126 STORE_FAST user LOAD_FAST output LOAD_METHOD append LOAD_FAST user LOAD_CONST 'user' BINARY_SUBSCR LOAD_FAST user LOAD_CONST 'roles' BINARY_SUBSCR LOAD_CONST ('user', 'roles') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 180 SETUP_LOOP to 180 LOAD_FAST mdb LOAD_ATTR system LOAD_ATTR users LOAD_METHOD find CALL_METHOD GET_ITER FOR_ITER to 178 STORE_FAST user LOAD_FAST output LOAD_METHOD append LOAD_FAST user LOAD_CONST 'user' BINARY_SUBSCR LOAD_FAST user LOAD_METHOD get LOAD_CONST 'readOnly' LOAD_CONST 'None' CALL_METHOD LOAD_CONST ('user', 'readOnly') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST output RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 224 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Listing users failed with error: %s' LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 238 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL user_list LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST users LOAD_GLOBAL isinstance LOAD_FAST users LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_LOOP to 68 LOAD_FAST users GET_ITER FOR_ITER to 66 STORE_FAST user LOAD_FAST name LOAD_GLOBAL dict LOAD_FAST user CALL_FUNCTION LOAD_METHOD get LOAD_CONST 'user' CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE LOAD_FAST roles POP_JUMP_IF_TRUE BUILD_LIST STORE_FAST roles LOAD_CLOSURE database BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab822e46f0, file "f.py", line 450> LOAD_CONST 'user_create.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST roles GET_ITER CALL_FUNCTION STORE_FAST _roles SETUP_EXCEPT to 102 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Creating user %s' LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_DEREF database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_ATTR command LOAD_CONST 'createUser' LOAD_FAST name LOAD_FAST passwd LOAD_FAST _roles LOAD_CONST ('pwd', 'roles') CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 154 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 140 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Creating user %s failed with error: %s' LOAD_FAST name LOAD_FAST err CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 154 END_FINALLY LOAD_CONST True RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST _role LOAD_FAST _role LOAD_DEREF database LOAD_CONST ('role', 'db') BUILD_CONST_KEY_MAP LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 66 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Removing user %s' LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_METHOD command LOAD_CONST 'dropUser' LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 118 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 104 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Removing user %s failed with error: %s' LOAD_FAST name LOAD_FAST err CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 118 END_FINALLY LOAD_CONST True RETURN_VALUE SETUP_EXCEPT to 14 LOAD_GLOBAL _to_dict LOAD_FAST roles CALL_FUNCTION STORE_FAST roles POP_BLOCK JUMP_FORWARD to 34 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Roles provided in wrong format' RETURN_VALUE END_FINALLY LOAD_GLOBAL user_list LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST users LOAD_GLOBAL isinstance LOAD_FAST users LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_LOOP to 160 LOAD_FAST users GET_ITER FOR_ITER to 158 STORE_FAST user LOAD_FAST name LOAD_GLOBAL dict LOAD_FAST user CALL_FUNCTION LOAD_METHOD get LOAD_CONST 'user' CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 152 LOAD_FAST roles GET_ITER FOR_ITER to 150 STORE_FAST role LOAD_GLOBAL isinstance LOAD_FAST role LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST role LOAD_FAST database LOAD_CONST ('role', 'db') BUILD_CONST_KEY_MAP STORE_FAST role LOAD_FAST role LOAD_GLOBAL dict LOAD_FAST user CALL_FUNCTION LOAD_METHOD get LOAD_CONST 'roles' BUILD_LIST CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL _to_dict LOAD_FAST roles CALL_FUNCTION STORE_FAST roles POP_BLOCK JUMP_FORWARD to 60 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Roles provided in wrong format' RETURN_VALUE END_FINALLY SETUP_EXCEPT to 110 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Granting roles %s to user %s' LOAD_FAST roles LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_ATTR command LOAD_CONST 'grantRolesToUser' LOAD_FAST name LOAD_FAST roles LOAD_CONST ('roles',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 168 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 154 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Granting roles %s to user %s failed with error: %s' LOAD_FAST roles LOAD_FAST name LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 168 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST authdb LOAD_CONST ('authdb',) CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL _to_dict LOAD_FAST roles CALL_FUNCTION STORE_FAST roles POP_BLOCK JUMP_FORWARD to 60 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Roles provided in wrong format' RETURN_VALUE END_FINALLY SETUP_EXCEPT to 110 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Revoking roles %s from user %s' LOAD_FAST roles LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_ATTR command LOAD_CONST 'revokeRolesFromUser' LOAD_FAST name LOAD_FAST roles LOAD_CONST ('roles',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 168 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 154 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Revoking roles %s from user %s failed with error: %s' LOAD_FAST roles LOAD_FAST name LOAD_FAST err CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 168 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 70 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Creating %s.%s' LOAD_FAST database LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_METHOD create_collection LOAD_FAST collection CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 124 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 110 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Creating collection %r.%r failed with error %s' LOAD_FAST database LOAD_FAST collection LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 124 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 70 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Dropping %s.%s' LOAD_FAST database LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_METHOD drop_collection LOAD_FAST collection CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 124 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 110 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Creating collection %r.%r failed with error %s' LOAD_FAST database LOAD_FAST collection LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 124 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 54 LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_FAST mdb LOAD_METHOD list_collection_names CALL_METHOD STORE_FAST ret POP_BLOCK JUMP_FORWARD to 104 DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 90 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Listing collections failed with error %s' LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 104 END_FINALLY LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL _to_dict LOAD_FAST objects CALL_FUNCTION STORE_FAST objects POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 60 LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY SETUP_EXCEPT to 132 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Inserting %r into %s.%s' LOAD_FAST objects LOAD_FAST database LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_GLOBAL getattr LOAD_FAST mdb LOAD_FAST collection CALL_FUNCTION STORE_FAST col LOAD_FAST col LOAD_METHOD insert_many LOAD_FAST objects CALL_METHOD STORE_FAST ids LOAD_FAST ids LOAD_ATTR acknowledged RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 170 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Inserting objects %r failed with error %s' LOAD_FAST objects LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 184 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE LOAD_GLOBAL str LOAD_FAST objects CALL_FUNCTION STORE_FAST objects LOAD_GLOBAL re LOAD_METHOD split LOAD_CONST '}\\s+{' LOAD_FAST objects CALL_METHOD STORE_FAST objs LOAD_GLOBAL len LOAD_FAST objs CALL_FUNCTION LOAD_CONST 2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 'Your request does not contain a valid \'{_"id": "my_id"} {"my_doc": "my_val"}\'' RETURN_VALUE LOAD_FAST objs LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '}' BINARY_ADD LOAD_FAST objs LOAD_CONST 0 STORE_SUBSCR LOAD_CONST '{' LOAD_FAST objs LOAD_CONST 1 BINARY_SUBSCR BINARY_ADD LOAD_FAST objs LOAD_CONST 1 STORE_SUBSCR BUILD_LIST STORE_FAST document SETUP_LOOP to 170 LOAD_FAST objs GET_ITER FOR_ITER to 168 STORE_FAST obj SETUP_EXCEPT to 132 LOAD_GLOBAL _to_dict LOAD_FAST obj CALL_FUNCTION STORE_FAST obj LOAD_FAST document LOAD_METHOD append LOAD_FAST obj CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 152 LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST document LOAD_CONST 0 BINARY_SUBSCR STORE_FAST _id_field LOAD_FAST document LOAD_CONST 1 BINARY_SUBSCR STORE_FAST _update_doc LOAD_GLOBAL find LOAD_FAST collection LOAD_FAST objs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST test_f LOAD_GLOBAL isinstance LOAD_FAST test_f LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'The find result is not well formatted. An error appears; cannot update.' RETURN_VALUE LOAD_FAST test_f POP_JUMP_IF_TRUE LOAD_CONST 'Did not find any result. You should try an insert before.' RETURN_VALUE LOAD_GLOBAL len LOAD_FAST test_f CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Too many results. Please try to be more specific.' RETURN_VALUE SETUP_EXCEPT to 326 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Updating %r into %s.%s' LOAD_FAST _id_field LOAD_FAST database LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_GLOBAL getattr LOAD_FAST mdb LOAD_FAST collection CALL_FUNCTION STORE_FAST col LOAD_FAST col LOAD_METHOD update_one LOAD_FAST _id_field LOAD_CONST '$set' LOAD_FAST _update_doc BUILD_MAP CALL_METHOD STORE_FAST ids LOAD_FAST ids LOAD_ATTR modified_count STORE_FAST nb_mod LOAD_CONST '{} objects updated' LOAD_METHOD format LOAD_FAST nb_mod CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 366 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Updating object %s failed with error %s' LOAD_FAST objects LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 380 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL _to_dict LOAD_FAST query CALL_FUNCTION STORE_FAST query POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 60 LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY SETUP_EXCEPT to 206 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Searching for %r in %s' LOAD_FAST query LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_GLOBAL getattr LOAD_FAST mdb LOAD_FAST collection CALL_FUNCTION STORE_FAST col LOAD_GLOBAL isinstance LOAD_FAST query LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST ret SETUP_LOOP to 202 LOAD_FAST query GET_ITER FOR_ITER to 174 STORE_FAST _query LOAD_FAST col LOAD_METHOD find LOAD_FAST _query CALL_METHOD STORE_FAST res LOAD_CONST <code object <listcomp> at 0x7fab821c7420, file "f.py", line 1058> LOAD_CONST 'find.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST res GET_ITER CALL_FUNCTION STORE_FAST _ret LOAD_FAST ret LOAD_METHOD extend LOAD_FAST _ret CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 202 LOAD_FAST col LOAD_METHOD find LOAD_FAST query CALL_METHOD STORE_FAST res LOAD_CONST <code object <listcomp> at 0x7fab821c74b0, file "f.py", line 1062> LOAD_CONST 'find.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST res GET_ITER CALL_FUNCTION STORE_FAST ret LOAD_FAST ret RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 244 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Searching objects failed with error: %s' LOAD_FAST err CALL_METHOD POP_TOP LOAD_FAST err RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 258 END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST _res LOAD_FAST _res LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST _res LOAD_FAST _res LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL _connect LOAD_FAST user LOAD_FAST password LOAD_FAST host LOAD_FAST port LOAD_FAST database LOAD_FAST authdb CALL_FUNCTION STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_CONST 'Failed to connect to mongo database' RETURN_VALUE SETUP_EXCEPT to 40 LOAD_GLOBAL _to_dict LOAD_FAST query CALL_FUNCTION STORE_FAST query POP_BLOCK JUMP_FORWARD to 78 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 64 LOAD_GLOBAL _get_error_message LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 78 END_FINALLY SETUP_EXCEPT to 238 LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST 'Removing %r from %s' LOAD_FAST query LOAD_FAST collection CALL_METHOD POP_TOP LOAD_GLOBAL pymongo LOAD_ATTR database LOAD_METHOD Database LOAD_FAST conn LOAD_FAST database CALL_METHOD STORE_FAST mdb LOAD_GLOBAL getattr LOAD_FAST mdb LOAD_FAST collection CALL_FUNCTION STORE_FAST col LOAD_CONST 0 STORE_FAST deleted_count LOAD_GLOBAL isinstance LOAD_FAST query LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 228 LOAD_FAST query GET_ITER FOR_ITER to 184 STORE_FAST _query SETUP_LOOP to 182 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST w CALL_FUNCTION GET_ITER FOR_ITER to 180 STORE_FAST count LOAD_FAST col LOAD_METHOD delete_one LOAD_FAST _query CALL_METHOD STORE_FAST res LOAD_FAST deleted_count LOAD_FAST res LOAD_ATTR deleted_count INPLACE_ADD STORE_FAST deleted_count JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 228 SETUP_LOOP to 228 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST w CALL_FUNCTION GET_ITER FOR_ITER to 226 STORE_FAST count LOAD_FAST col LOAD_METHOD delete_one LOAD_FAST query CALL_METHOD STORE_FAST res LOAD_FAST deleted_count LOAD_FAST res LOAD_ATTR deleted_count INPLACE_ADD STORE_FAST deleted_count JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '{} objects removed' LOAD_METHOD format LOAD_FAST deleted_count CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL pymongo LOAD_ATTR errors LOAD_ATTR PyMongoError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 284 LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Removing objects failed with error: %s' LOAD_GLOBAL _get_error_message LOAD_FAST err CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL _get_error_message LOAD_FAST err CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 298 END_FINALLY LOAD_CONST None RETURN_VALUE
""" Module to provide MongoDB functionality to Salt :configuration: This module uses PyMongo, and accepts configuration details as parameters as well as configuration settings:: mongodb.host: 'localhost' mongodb.port: 27017 mongodb.user: '' mongodb.password: '' This data can also be passed into pillar. Options passed into opts will overwrite options passed into pillar. """ import logging import re import salt.utils.json from salt.exceptions import get_error_message as _get_error_message from salt.utils.versions import Version try: import pymongo HAS_MONGODB = True except ImportError: HAS_MONGODB = False log = logging.getLogger(__name__) def __virtual__(): """ Only load this module if pymongo is installed """ if HAS_MONGODB: return "mongodb" else: return ( False, "The mongodb execution module cannot be loaded: the pymongo library is not" " available.", ) def _connect( user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ Returns a tuple of (user, host, port) with config, pillar, or default values assigned to missing values. """ if not user: user = __salt__["config.option"]("mongodb.user") if not password: password = __salt__["config.option"]("mongodb.password") if not host: host = __salt__["config.option"]("mongodb.host") if not port: port = __salt__["config.option"]("mongodb.port") if not authdb: authdb = database try: conn = pymongo.MongoClient(host=host, port=port) mdb = pymongo.database.Database(conn, database) if user and password: mdb.authenticate(user, password, source=authdb) except pymongo.errors.PyMongoError: log.error("Error connecting to database %s", database) return False return conn def _to_dict(objects): """ Potentially interprets a string as JSON for usage with mongo """ try: if isinstance(objects, str): objects = salt.utils.json.loads(objects) except ValueError as err: log.error("Could not parse objects: %s", err) raise return objects def db_list(user=None, password=None, host=None, port=None, authdb=None): """ List all MongoDB databases user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.db_list <user> <password> <host> <port> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" try: log.info("Listing databases") return conn.list_database_names() except pymongo.errors.PyMongoError as err: log.error(err) return str(err) def db_exists(name, user=None, password=None, host=None, port=None, authdb=None): """ Checks if a database exists in MongoDB name The name of the database to check for. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.db_exists <name> <user> <password> <host> <port> """ dbs = db_list(user, password, host, port, authdb=authdb) if isinstance(dbs, str): return False return name in dbs def db_remove(name, user=None, password=None, host=None, port=None, authdb=None): """ Remove a MongoDB database name The name of the database to remove. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.db_remove <name> <user> <password> <host> <port> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" try: log.info("Removing database %s", name) conn.drop_database(name) except pymongo.errors.PyMongoError as err: log.error("Removing database %s failed with error: %s", name, err) return str(err) return True def _version(mdb): return mdb.command("buildInfo")["version"] def version( user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ Get MongoDB instance version user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.version <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: err_msg = "Failed to connect to MongoDB database {}:{}".format(host, port) log.error(err_msg) return (False, err_msg) try: mdb = pymongo.database.Database(conn, database) return _version(mdb) except pymongo.errors.PyMongoError as err: log.error("Listing users failed with error: %s", err) return str(err) def user_find( name, user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ Get single user from MongoDB name The name of the user to find. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. database The MongoDB database to use when looking for the user. Default is ``admin``. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.user_find <name> <user> <password> <host> <port> <database> <authdb> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: err_msg = "Failed to connect to MongoDB database {}:{}".format(host, port) log.error(err_msg) return (False, err_msg) mdb = pymongo.database.Database(conn, database) try: return mdb.command("usersInfo", name)["users"] except pymongo.errors.PyMongoError as err: log.error("Listing users failed with error: %s", err) return (False, str(err)) def user_list( user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ List users of a MongoDB database user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. database The MongoDB database to use when listing users. Default is ``admin``. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.user_list <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" try: log.info("Listing users") mdb = pymongo.database.Database(conn, database) output = [] mongodb_version = _version(mdb) if Version(mongodb_version) >= Version("2.6"): for user in mdb.command("usersInfo")["users"]: output.append({"user": user["user"], "roles": user["roles"]}) else: for user in mdb.system.users.find(): output.append( {"user": user["user"], "readOnly": user.get("readOnly", "None")} ) return output except pymongo.errors.PyMongoError as err: log.error("Listing users failed with error: %s", err) return str(err) def user_exists( name, user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ Checks if a user exists in MongoDB user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. database The MongoDB database to use when checking if the user exists. Default is ``admin``. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.user_exists <name> <user> <password> <host> <port> <database> """ users = user_list(user, password, host, port, database, authdb) if isinstance(users, str): return "Failed to connect to mongo database" for user in users: if name == dict(user).get("user"): return True return False def user_create( name, passwd, user=None, password=None, host=None, port=None, database="admin", authdb=None, roles=None, ): """ Create a MongoDB user name The name of the user to create. passwd The password for the user that is being created. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. database The MongoDB database to use when checking if the user exists. Default is ``admin``. authdb The MongoDB database to use for authentication. Default is None. roles The roles that should be associated with the user. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.user_create <user_name> <user_password> <roles> <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" if not roles: roles = [] _roles = [{"role": _role, "db": database} for _role in roles] try: log.info("Creating user %s", name) mdb = pymongo.database.Database(conn, database) mdb.command("createUser", name, pwd=passwd, roles=_roles) except pymongo.errors.PyMongoError as err: log.error("Creating user %s failed with error: %s", name, err) return False return True def user_remove( name, user=None, password=None, host=None, port=None, database="admin", authdb=None ): """ Remove a MongoDB user name The name of the user that should be removed. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.user_remove <name> <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port) if not conn: return "Failed to connect to mongo database" try: log.info("Removing user %s", name) mdb = pymongo.database.Database(conn, database) mdb.command("dropUser", name) except pymongo.errors.PyMongoError as err: log.error("Removing user %s failed with error: %s", name, err) return False return True def user_roles_exists( name, roles, database, user=None, password=None, host=None, port=None, authdb=None ): """ Checks if a user of a MongoDB database has specified roles name The name of the user to check for the specified roles. roles The roles to check are associated with the specified user. database The database to check has the specified roles for the specified user. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Examples: .. code-block:: bash salt '*' mongodb.user_roles_exists johndoe '["readWrite"]' dbname admin adminpwd localhost 27017 .. code-block:: bash salt '*' mongodb.user_roles_exists johndoe '[{"role": "readWrite", "db": "dbname" }, {"role": "read", "db": "otherdb"}]' dbname admin adminpwd localhost 27017 """ try: roles = _to_dict(roles) except Exception: # pylint: disable=broad-except return "Roles provided in wrong format" users = user_list(user, password, host, port, database, authdb) if isinstance(users, str): return "Failed to connect to mongo database" for user in users: if name == dict(user).get("user"): for role in roles: if not isinstance(role, dict): role = {"role": role, "db": database} if role not in dict(user).get("roles", []): return False return True return False def user_grant_roles( name, roles, database, user=None, password=None, host=None, port=None, authdb=None ): """ Grant one or many roles to a MongoDB user name The user to grant the specified roles to. roles The roles to grant to the specified user. database The database to great the roles against for the specified user. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Examples: .. code-block:: bash salt '*' mongodb.user_grant_roles johndoe '["readWrite"]' dbname admin adminpwd localhost 27017 .. code-block:: bash salt '*' mongodb.user_grant_roles janedoe '[{"role": "readWrite", "db": "dbname" }, {"role": "read", "db": "otherdb"}]' dbname admin adminpwd localhost 27017 """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" try: roles = _to_dict(roles) except Exception: # pylint: disable=broad-except return "Roles provided in wrong format" try: log.info("Granting roles %s to user %s", roles, name) mdb = pymongo.database.Database(conn, database) mdb.command("grantRolesToUser", name, roles=roles) except pymongo.errors.PyMongoError as err: log.error( "Granting roles %s to user %s failed with error: %s", roles, name, err ) return str(err) return True def user_revoke_roles( name, roles, database, user=None, password=None, host=None, port=None, authdb=None ): """ Revoke one or many roles to a MongoDB user user The user to connect to MongoDB as. Default is None. roles The roles to revoke from the specified user. database The database to revoke the roles from for the specified user. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Examples: .. code-block:: bash salt '*' mongodb.user_revoke_roles johndoe '["readWrite"]' dbname admin adminpwd localhost 27017 .. code-block:: bash salt '*' mongodb.user_revoke_roles janedoe '[{"role": "readWrite", "db": "dbname" }, {"role": "read", "db": "otherdb"}]' dbname admin adminpwd localhost 27017 """ conn = _connect(user, password, host, port, authdb=authdb) if not conn: return "Failed to connect to mongo database" try: roles = _to_dict(roles) except Exception: # pylint: disable=broad-except return "Roles provided in wrong format" try: log.info("Revoking roles %s from user %s", roles, name) mdb = pymongo.database.Database(conn, database) mdb.command("revokeRolesFromUser", name, roles=roles) except pymongo.errors.PyMongoError as err: log.error( "Revoking roles %s from user %s failed with error: %s", roles, name, err ) return str(err) return True def collection_create( collection, user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ .. versionadded:: 3006.0 Create a collection in the specified database. collection The name of the collection to create. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.collection_create mycollection <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: log.info("Creating %s.%s", database, collection) mdb = pymongo.database.Database(conn, database) mdb.create_collection(collection) except pymongo.errors.PyMongoError as err: log.error( "Creating collection %r.%r failed with error %s", database, collection, err ) return err return True def collection_drop( collection, user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ .. versionadded:: 3006.0 Drop a collection in the specified database. collection The name of the collection to drop. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.collection_drop mycollection <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: log.info("Dropping %s.%s", database, collection) mdb = pymongo.database.Database(conn, database) mdb.drop_collection(collection) except pymongo.errors.PyMongoError as err: log.error( "Creating collection %r.%r failed with error %s", database, collection, err ) return err return True def collections_list( user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ .. versionadded:: 3006.0 List the collections available in the specified database. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.collections_list mycollection <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: mdb = pymongo.database.Database(conn, database) ret = mdb.list_collection_names() except pymongo.errors.PyMongoError as err: log.error("Listing collections failed with error %s", err) return err return ret def insert( objects, collection, user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ Insert an object or list of objects into a collection objects The objects to insert into the collection, should be provided as a list. collection The collection to insert the objects into. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.insert '[{"foo": "FOO", "bar": "BAR"}, {"foo": "BAZ", "bar": "BAM"}]' mycollection <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: objects = _to_dict(objects) except Exception as err: # pylint: disable=broad-except return err try: log.info("Inserting %r into %s.%s", objects, database, collection) mdb = pymongo.database.Database(conn, database) col = getattr(mdb, collection) ids = col.insert_many(objects) return ids.acknowledged except pymongo.errors.PyMongoError as err: log.error("Inserting objects %r failed with error %s", objects, err) return err def update_one( objects, collection, user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ Update an object into a collection http://api.mongodb.com/python/current/api/pymongo/collection.html#pymongo.collection.Collection.update_one .. versionadded:: 2016.11.0 objects The objects to update in the collection, should be provided as a list. collection The collection to insert the objects into. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.update_one '{"_id": "my_minion"} {"bar": "BAR"}' mycollection <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" objects = str(objects) objs = re.split(r"}\s+{", objects) if len(objs) != 2: return ( "Your request does not contain a valid " + '\'{_"id": "my_id"} {"my_doc": "my_val"}\'' ) objs[0] = objs[0] + "}" objs[1] = "{" + objs[1] document = [] for obj in objs: try: obj = _to_dict(obj) document.append(obj) except Exception as err: # pylint: disable=broad-except return err _id_field = document[0] _update_doc = document[1] test_f = find(collection, objs[0], user, password, host, port, database, authdb) if not isinstance(test_f, list): return "The find result is not well formatted. An error appears; cannot update." elif not test_f: return "Did not find any result. You should try an insert before." elif len(test_f) > 1: return "Too many results. Please try to be more specific." else: try: log.info("Updating %r into %s.%s", _id_field, database, collection) mdb = pymongo.database.Database(conn, database) col = getattr(mdb, collection) ids = col.update_one(_id_field, {"$set": _update_doc}) nb_mod = ids.modified_count return "{} objects updated".format(nb_mod) except pymongo.errors.PyMongoError as err: log.error("Updating object %s failed with error %s", objects, err) return err def find( collection, query=None, user=None, password=None, host=None, port=None, database="admin", authdb=None, ): """ Find an object or list of objects in a collection collection The collection to find the objects in. query The query to use when locating objects in the collection. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.find mycollection '[{"foo": "FOO", "bar": "BAR"}]' <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: query = _to_dict(query) except Exception as err: # pylint: disable=broad-except return err try: log.info("Searching for %r in %s", query, collection) mdb = pymongo.database.Database(conn, database) col = getattr(mdb, collection) if isinstance(query, list): ret = [] for _query in query: res = col.find(_query) _ret = [_res for _res in res] ret.extend(_ret) else: res = col.find(query) ret = [_res for _res in res] return ret except pymongo.errors.PyMongoError as err: log.error("Searching objects failed with error: %s", err) return err def remove( collection, query=None, user=None, password=None, host=None, port=None, database="admin", w=1, authdb=None, ): """ Remove an object or list of objects from a collection collection The collection to remove objects from based on the query. query Query to determine which objects to remove. user The user to connect to MongoDB as. Default is None. password The password to use to connect to MongoDB as. Default is None. host The host where MongoDB is running. Default is None. port The host where MongoDB is running. Default is None. database The database where the collection is. w The number of matches to remove from the collection. authdb The MongoDB database to use for authentication. Default is None. CLI Example: .. code-block:: bash salt '*' mongodb.remove mycollection '[{"foo": "FOO", "bar": "BAR"}, {"foo": "BAZ", "bar": "BAM"}]' <user> <password> <host> <port> <database> """ conn = _connect(user, password, host, port, database, authdb) if not conn: return "Failed to connect to mongo database" try: query = _to_dict(query) except Exception as err: # pylint: disable=broad-except return _get_error_message(err) try: log.info("Removing %r from %s", query, collection) mdb = pymongo.database.Database(conn, database) col = getattr(mdb, collection) deleted_count = 0 if isinstance(query, list): for _query in query: for count in range(0, w): res = col.delete_one(_query) deleted_count += res.deleted_count else: for count in range(0, w): res = col.delete_one(query) deleted_count += res.deleted_count return "{} objects removed".format(deleted_count) except pymongo.errors.PyMongoError as err: log.error("Removing objects failed with error: %s", _get_error_message(err)) return _get_error_message(err)
data/salt-3006.6/salt/modules/mongodb.py
8,462
9,030
280,931
LOAD_CONST "API for JupyterHub's proxy.\n\nCustom proxy implementations can subclass :class:`Proxy`\nand register in JupyterHub config:\n\n.. sourcecode:: python\n\n from mymodule import MyProxy\n c.JupyterHub.proxy_class = MyProxy\n\nRoute Specification:\n\n- A routespec is a URL prefix ([host]/path/), e.g.\n 'host.tld/path/' for host-based routing or '/path/' for default routing.\n- Route paths should be normalized to always start and end with '/'\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME asyncio STORE_NAME asyncio LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME signal STORE_NAME signal LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('wraps',) IMPORT_NAME functools IMPORT_FROM wraps STORE_NAME wraps POP_TOP LOAD_CONST 0 LOAD_CONST ('Popen',) IMPORT_NAME subprocess IMPORT_FROM Popen STORE_NAME Popen POP_TOP LOAD_CONST 0 LOAD_CONST ('quote', 'urlparse') IMPORT_NAME urllib.parse IMPORT_FROM quote STORE_NAME quote IMPORT_FROM urlparse STORE_NAME urlparse POP_TOP LOAD_CONST 0 LOAD_CONST ('WeakKeyDictionary',) IMPORT_NAME weakref IMPORT_FROM WeakKeyDictionary STORE_NAME WeakKeyDictionary POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncHTTPClient', 'HTTPError', 'HTTPRequest') IMPORT_NAME tornado.httpclient IMPORT_FROM AsyncHTTPClient STORE_NAME AsyncHTTPClient IMPORT_FROM HTTPError STORE_NAME HTTPError IMPORT_FROM HTTPRequest STORE_NAME HTTPRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('PeriodicCallback',) IMPORT_NAME tornado.ioloop IMPORT_FROM PeriodicCallback STORE_NAME PeriodicCallback POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Bool', 'CaselessStrEnum', 'Dict', 'Instance', 'Integer', 'TraitError', 'Unicode', 'default', 'observe', 'validate') IMPORT_NAME traitlets IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Bool STORE_NAME Bool IMPORT_FROM CaselessStrEnum STORE_NAME CaselessStrEnum IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Instance STORE_NAME Instance IMPORT_FROM Integer STORE_NAME Integer IMPORT_FROM TraitError STORE_NAME TraitError IMPORT_FROM Unicode STORE_NAME Unicode IMPORT_FROM default STORE_NAME default IMPORT_FROM observe STORE_NAME observe IMPORT_FROM validate STORE_NAME validate POP_TOP LOAD_CONST 0 LOAD_CONST ('LoggingConfigurable',) IMPORT_NAME traitlets.config IMPORT_FROM LoggingConfigurable STORE_NAME LoggingConfigurable POP_TOP LOAD_CONST 0 LOAD_CONST ('Command',) IMPORT_NAME jupyterhub.traitlets IMPORT_FROM Command STORE_NAME Command POP_TOP LOAD_CONST 1 LOAD_CONST ('utils',) IMPORT_NAME IMPORT_FROM utils STORE_NAME utils POP_TOP LOAD_CONST 1 LOAD_CONST ('CHECK_ROUTES_DURATION_SECONDS', 'PROXY_POLL_DURATION_SECONDS') IMPORT_NAME metrics IMPORT_FROM CHECK_ROUTES_DURATION_SECONDS STORE_NAME CHECK_ROUTES_DURATION_SECONDS IMPORT_FROM PROXY_POLL_DURATION_SECONDS STORE_NAME PROXY_POLL_DURATION_SECONDS POP_TOP LOAD_CONST 1 LOAD_CONST ('Server',) IMPORT_NAME objects IMPORT_FROM Server STORE_NAME Server POP_TOP LOAD_CONST 1 LOAD_CONST ('AnyTimeoutError', 'exponential_backoff', 'url_escape_path', 'url_path_join') IMPORT_NAME utils IMPORT_FROM AnyTimeoutError STORE_NAME AnyTimeoutError IMPORT_FROM exponential_backoff STORE_NAME exponential_backoff IMPORT_FROM url_escape_path STORE_NAME url_escape_path IMPORT_FROM url_path_join STORE_NAME url_path_join POP_TOP LOAD_CONST <code object _one_at_a_time at 0x7fab423bdb70, file "f.py", line 53> LOAD_CONST '_one_at_a_time' MAKE_FUNCTION STORE_NAME _one_at_a_time LOAD_BUILD_CLASS LOAD_CONST <code object Proxy at 0x7fab8019bae0, file "f.py", line 73> LOAD_CONST 'Proxy' MAKE_FUNCTION LOAD_CONST 'Proxy' LOAD_NAME LoggingConfigurable CALL_FUNCTION STORE_NAME Proxy LOAD_BUILD_CLASS LOAD_CONST <code object ConfigurableHTTPProxy at 0x7fab70305150, file "f.py", line 463> LOAD_CONST 'ConfigurableHTTPProxy' MAKE_FUNCTION LOAD_CONST 'ConfigurableHTTPProxy' LOAD_NAME Proxy CALL_FUNCTION STORE_NAME ConfigurableHTTPProxy LOAD_CONST None RETURN_VALUE LOAD_GLOBAL WeakKeyDictionary CALL_FUNCTION LOAD_DEREF method STORE_ATTR _locks LOAD_GLOBAL wraps LOAD_DEREF method CALL_FUNCTION LOAD_CLOSURE method BUILD_TUPLE LOAD_CONST <code object locked_method at 0x7fab423bdd20, file "f.py", line 61> LOAD_CONST '_one_at_a_time.<locals>.locked_method' MAKE_FUNCTION CALL_FUNCTION STORE_FAST locked_method LOAD_FAST locked_method RETURN_VALUE LOAD_GLOBAL asyncio LOAD_METHOD get_event_loop CALL_METHOD STORE_FAST loop LOAD_DEREF method LOAD_ATTR _locks LOAD_METHOD get LOAD_FAST loop LOAD_CONST None CALL_METHOD STORE_FAST lock LOAD_FAST lock LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL asyncio LOAD_METHOD Lock CALL_METHOD DUP_TOP STORE_FAST lock LOAD_DEREF method LOAD_ATTR _locks LOAD_FAST loop STORE_SUBSCR LOAD_FAST lock BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 78 POP_TOP LOAD_DEREF method LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Proxy' STORE_NAME __qualname__ LOAD_CONST 'Base class for configurable proxies that JupyterHub can use.\n\n A proxy implementation should subclass this and must define the following methods:\n\n - :meth:`.get_all_routes` return a dictionary of all JupyterHub-related routes\n - :meth:`.add_route` adds a route\n - :meth:`.delete_route` deletes a route\n\n In addition to these, the following method(s) may need to be implemented:\n\n - :meth:`.start` start the proxy, if it should be launched by the Hub\n instead of externally managed.\n If the proxy is externally managed, it should set :attr:`should_start` to False.\n - :meth:`.stop` stop the proxy. Only used if :meth:`.start` is also used.\n\n And the following method(s) are optional, but can be provided:\n\n - :meth:`.get_route` gets a single route.\n There is a default implementation that extracts data from :meth:`.get_all_routes`,\n but implementations may choose to provide a more efficient implementation\n of fetching a single route.\n ' STORE_NAME __doc__ LOAD_NAME Any CALL_FUNCTION STORE_NAME db_factory LOAD_NAME property LOAD_CONST <code object db at 0x7fab423bde40, file "f.py", line 99> LOAD_CONST 'Proxy.db' MAKE_FUNCTION CALL_FUNCTION STORE_NAME db LOAD_NAME Any CALL_FUNCTION STORE_NAME app LOAD_NAME Any CALL_FUNCTION STORE_NAME hub LOAD_NAME Unicode CALL_FUNCTION STORE_NAME public_url LOAD_NAME Unicode CALL_FUNCTION STORE_NAME ssl_key LOAD_NAME Unicode CALL_FUNCTION STORE_NAME ssl_cert LOAD_NAME Bool CALL_FUNCTION STORE_NAME host_routing LOAD_NAME Bool LOAD_CONST True LOAD_CONST True LOAD_CONST 'Should the Hub start the proxy\n\n If True, the Hub will start the proxy and stop it.\n Set to False if the proxy is managed externally,\n such as by systemd, docker, or another service manager.\n ' LOAD_CONST ('config', 'help') CALL_FUNCTION STORE_NAME should_start LOAD_NAME Dict LOAD_NAME Unicode CALL_FUNCTION LOAD_NAME Unicode CALL_FUNCTION LOAD_CONST True LOAD_CONST '\n Additional routes to be maintained in the proxy.\n\n A dictionary with a route specification as key, and\n a URL as target. The hub will ensure this route is present\n in the proxy.\n\n If the hub is running in host based mode (with\n JupyterHub.subdomain_host set), the routespec *must*\n have a domain component (example.com/my-url/). If the\n hub is not running in host based mode, the routespec\n *must not* have a domain component (/my-url/).\n\n Helpful when the hub is running in API-only mode.\n ' LOAD_CONST ('key_trait', 'value_trait', 'config', 'help') CALL_FUNCTION STORE_NAME extra_routes LOAD_NAME validate LOAD_CONST 'extra_routes' CALL_FUNCTION LOAD_CONST <code object _validate_extra_routes at 0x7fab423bd8a0, file "f.py", line 142> LOAD_CONST 'Proxy._validate_extra_routes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _validate_extra_routes LOAD_CONST <code object start at 0x7fab423bdc90, file "f.py", line 181> LOAD_CONST 'Proxy.start' MAKE_FUNCTION STORE_NAME start LOAD_CONST <code object stop at 0x7fab423bd420, file "f.py", line 190> LOAD_CONST 'Proxy.stop' MAKE_FUNCTION STORE_NAME stop LOAD_CONST <code object validate_routespec at 0x7fab423bd1e0, file "f.py", line 199> LOAD_CONST 'Proxy.validate_routespec' MAKE_FUNCTION STORE_NAME validate_routespec LOAD_CONST <code object add_route at 0x7fab423bd540, file "f.py", line 221> LOAD_CONST 'Proxy.add_route' MAKE_FUNCTION STORE_NAME add_route LOAD_CONST <code object delete_route at 0x7fab423bd6f0, file "f.py", line 240> LOAD_CONST 'Proxy.delete_route' MAKE_FUNCTION STORE_NAME delete_route LOAD_CONST <code object get_all_routes at 0x7fab6407a4b0, file "f.py", line 246> LOAD_CONST 'Proxy.get_all_routes' MAKE_FUNCTION STORE_NAME get_all_routes LOAD_CONST <code object get_route at 0x7fab6407adb0, file "f.py", line 262> LOAD_CONST 'Proxy.get_route' MAKE_FUNCTION STORE_NAME get_route LOAD_CONST (None,) LOAD_CONST <code object add_service at 0x7fab6407a0c0, file "f.py", line 286> LOAD_CONST 'Proxy.add_service' MAKE_FUNCTION STORE_NAME add_service LOAD_CONST (None,) LOAD_CONST <code object delete_service at 0x7fab6407ac00, file "f.py", line 305> LOAD_CONST 'Proxy.delete_service' MAKE_FUNCTION STORE_NAME delete_service LOAD_CONST ('', None) LOAD_CONST <code object add_user at 0x7fab6407aed0, file "f.py", line 310> LOAD_CONST 'Proxy.add_user' MAKE_FUNCTION STORE_NAME add_user LOAD_CONST ('',) LOAD_CONST <code object delete_user at 0x7fab6407aae0, file "f.py", line 332> LOAD_CONST 'Proxy.delete_user' MAKE_FUNCTION STORE_NAME delete_user LOAD_CONST <code object add_all_services at 0x7fab8019bc90, file "f.py", line 342> LOAD_CONST 'Proxy.add_all_services' MAKE_FUNCTION STORE_NAME add_all_services LOAD_CONST <code object add_all_users at 0x7fab8019be40, file "f.py", line 353> LOAD_CONST 'Proxy.add_all_users' MAKE_FUNCTION STORE_NAME add_all_users LOAD_NAME _one_at_a_time LOAD_CONST (None,) LOAD_CONST <code object check_routes at 0x7fab8019bb70, file "f.py", line 365> LOAD_CONST 'Proxy.check_routes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_routes LOAD_CONST <code object add_hub_route at 0x7fab8019b9c0, file "f.py", line 450> LOAD_CONST 'Proxy.add_hub_route' MAKE_FUNCTION STORE_NAME add_hub_route LOAD_CONST <code object restore_routes at 0x7fab8019b780, file "f.py", line 455> LOAD_CONST 'Proxy.restore_routes' MAKE_FUNCTION STORE_NAME restore_routes LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD db_factory CALL_METHOD RETURN_VALUE BUILD_MAP STORE_FAST extra_routes SETUP_LOOP to 250 LOAD_FAST proposal LOAD_ATTR value LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 248 UNPACK_SEQUENCE STORE_FAST routespec STORE_FAST target LOAD_GLOBAL isinstance LOAD_FAST routespec LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TraitError LOAD_CONST 'Proxy.extra_routes keys must be str, got ' LOAD_FAST routespec FORMAT_VALUE repr BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST target LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TraitError LOAD_CONST 'Proxy.extra_routes values must be str, got ' LOAD_FAST target FORMAT_VALUE repr BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST routespec LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST "Adding missing trailing '/' to c.Proxy.extra_routes " LOAD_FAST routespec FORMAT_VALUE LOAD_CONST ' -> ' LOAD_FAST routespec FORMAT_VALUE LOAD_CONST '/' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST routespec LOAD_CONST '/' INPLACE_ADD STORE_FAST routespec LOAD_FAST self LOAD_ATTR app LOAD_ATTR subdomain_host POP_JUMP_IF_FALSE LOAD_FAST routespec LOAD_METHOD startswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Proxy.extra_routes missing host component in ' LOAD_FAST routespec FORMAT_VALUE LOAD_CONST " (must not have leading '/') when using `JupyterHub.subdomain_host = " LOAD_FAST self LOAD_ATTR app LOAD_ATTR subdomain_host FORMAT_VALUE repr LOAD_CONST '`' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 188 LOAD_FAST routespec LOAD_METHOD startswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Proxy.extra_routes routespec ' LOAD_FAST routespec FORMAT_VALUE LOAD_CONST " missing leading '/'." BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL urlparse LOAD_FAST target LOAD_METHOD lower CALL_METHOD CALL_FUNCTION STORE_FAST target_url LOAD_FAST target_url LOAD_ATTR scheme LOAD_CONST frozenset({'http', 'https'}) COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST target_url LOAD_ATTR netloc POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Proxy.extra_routes target ' LOAD_FAST routespec FORMAT_VALUE LOAD_CONST '=' LOAD_FAST target FORMAT_VALUE repr LOAD_CONST " doesn't look like a URL (should have http[s]://...)" BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST target LOAD_FAST extra_routes LOAD_FAST routespec STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST extra_routes RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST routespec LOAD_CONST '/' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST routespec RETURN_VALUE LOAD_FAST routespec LOAD_METHOD startswith LOAD_CONST '/' CALL_METHOD UNARY_NOT STORE_FAST host_route LOAD_FAST host_route POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR host_routing POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot add host-based route %r, not using host-routing' LOAD_FAST routespec BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR host_routing POP_JUMP_IF_FALSE LOAD_FAST host_route POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot add route without host %r, using host-routing' LOAD_FAST routespec BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST routespec LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST routespec LOAD_CONST '/' BINARY_ADD RETURN_VALUE LOAD_FAST routespec RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD validate_routespec LOAD_FAST routespec CALL_METHOD STORE_FAST routespec LOAD_FAST self LOAD_METHOD get_all_routes CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST routes LOAD_FAST routes LOAD_METHOD get LOAD_FAST routespec CALL_METHOD RETURN_VALUE LOAD_FAST service LOAD_ATTR server POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'Service %s does not have an http endpoint to add to the proxy.' LOAD_FAST service LOAD_ATTR name CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Adding service %s to proxy %s => %s' LOAD_FAST service LOAD_ATTR name LOAD_FAST service LOAD_ATTR proxy_spec LOAD_FAST service LOAD_ATTR server LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD add_route LOAD_FAST service LOAD_ATTR proxy_spec LOAD_FAST service LOAD_ATTR server LOAD_ATTR host LOAD_CONST 'service' LOAD_FAST service LOAD_ATTR name BUILD_MAP CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Removing service %s from proxy' LOAD_FAST service LOAD_ATTR name CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD delete_route LOAD_FAST service LOAD_ATTR proxy_spec CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST user LOAD_ATTR spawners LOAD_FAST server_name BINARY_SUBSCR STORE_FAST spawner LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Adding user %s to proxy %s => %s' LOAD_FAST user LOAD_ATTR name LOAD_FAST spawner LOAD_ATTR proxy_spec LOAD_FAST spawner LOAD_ATTR server LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST spawner LOAD_ATTR pending POP_JUMP_IF_FALSE LOAD_FAST spawner LOAD_ATTR pending LOAD_CONST 'spawn' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST "%s is pending %s, shouldn't be added to the proxy yet!" LOAD_FAST spawner LOAD_ATTR _log_name LOAD_FAST spawner LOAD_ATTR pending BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD add_route LOAD_FAST spawner LOAD_ATTR proxy_spec LOAD_FAST spawner LOAD_ATTR server LOAD_ATTR host LOAD_FAST user LOAD_ATTR name LOAD_FAST server_name LOAD_CONST ('user', 'server_name') BUILD_CONST_KEY_MAP CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST user LOAD_ATTR proxy_spec STORE_FAST routespec LOAD_FAST server_name POP_JUMP_IF_FALSE LOAD_GLOBAL url_path_join LOAD_FAST user LOAD_ATTR proxy_spec LOAD_GLOBAL url_escape_path LOAD_FAST server_name CALL_FUNCTION LOAD_CONST '/' CALL_FUNCTION STORE_FAST routespec LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Removing user %s from proxy (%s)' LOAD_FAST user LOAD_ATTR name LOAD_FAST routespec CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD delete_route LOAD_FAST routespec CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST futures SETUP_LOOP to 44 LOAD_FAST service_dict LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 42 STORE_FAST service LOAD_FAST service LOAD_ATTR server POP_JUMP_IF_FALSE LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_service LOAD_FAST service CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL asyncio LOAD_ATTR gather LOAD_FAST futures CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST futures SETUP_LOOP to 70 LOAD_FAST user_dict LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 68 STORE_FAST user SETUP_LOOP to 66 LOAD_FAST user LOAD_ATTR spawners LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 64 UNPACK_SEQUENCE STORE_FAST name STORE_FAST spawner LOAD_FAST spawner LOAD_ATTR ready POP_JUMP_IF_FALSE LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_user LOAD_FAST user LOAD_FAST name CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL asyncio LOAD_ATTR gather LOAD_FAST futures CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL time LOAD_METHOD perf_counter CALL_METHOD STORE_FAST start LOAD_FAST routes POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Fetching routes to check' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_all_routes CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST routes LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Checking routes' CALL_METHOD POP_TOP LOAD_CONST <code object <setcomp> at 0x7fab8019b5d0, file "f.py", line 375> LOAD_CONST 'Proxy.check_routes.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST routes LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST user_routes BUILD_LIST STORE_FAST futures LOAD_FAST self LOAD_ATTR app LOAD_ATTR hub LOAD_ATTR routespec BUILD_SET STORE_FAST good_routes LOAD_FAST self LOAD_ATTR hub STORE_FAST hub LOAD_FAST self LOAD_ATTR app LOAD_ATTR hub LOAD_ATTR routespec LOAD_FAST routes COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_hub_route LOAD_FAST hub CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 188 LOAD_FAST routes LOAD_FAST self LOAD_ATTR app LOAD_ATTR hub LOAD_ATTR routespec BINARY_SUBSCR STORE_FAST route LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST hub LOAD_ATTR host COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Updating Hub route %s → %s' LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST hub LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_hub_route LOAD_FAST hub CALL_METHOD CALL_METHOD POP_TOP SETUP_LOOP to 390 LOAD_FAST user_dict LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 388 STORE_FAST user SETUP_LOOP to 386 LOAD_FAST user LOAD_ATTR spawners LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 384 UNPACK_SEQUENCE STORE_FAST name STORE_FAST spawner LOAD_FAST spawner LOAD_ATTR ready EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST spawner LOAD_ATTR proxy_spec STORE_FAST spec LOAD_FAST good_routes LOAD_METHOD add LOAD_FAST spec CALL_METHOD POP_TOP LOAD_FAST spec LOAD_FAST user_routes COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Adding missing route for %s (%s)' LOAD_FAST spec LOAD_FAST spawner LOAD_ATTR server CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_user LOAD_FAST user LOAD_FAST name CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 362 LOAD_FAST routes LOAD_FAST spec BINARY_SUBSCR STORE_FAST route LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST spawner LOAD_ATTR server LOAD_ATTR host COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Updating route for %s (%s → %s)' LOAD_FAST spec LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST spawner LOAD_ATTR server CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_user LOAD_FAST user LOAD_FAST name CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST spawner LOAD_ATTR pending POP_JUMP_IF_FALSE LOAD_FAST good_routes LOAD_METHOD add LOAD_FAST spawner LOAD_ATTR proxy_spec CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <dictcomp> at 0x7fab8019b930, file "f.py", line 414> LOAD_CONST 'Proxy.check_routes.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST routes LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST service_routes SETUP_LOOP to 580 LOAD_FAST service_dict LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 578 STORE_FAST service LOAD_FAST service LOAD_ATTR server LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST good_routes LOAD_METHOD add LOAD_FAST service LOAD_ATTR proxy_spec CALL_METHOD POP_TOP LOAD_FAST service LOAD_ATTR name LOAD_FAST service_routes COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Adding missing route for %s (%s)' LOAD_FAST service LOAD_ATTR name LOAD_FAST service LOAD_ATTR server CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_service LOAD_FAST service CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 574 LOAD_FAST service_routes LOAD_FAST service LOAD_ATTR name BINARY_SUBSCR STORE_FAST route LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST service LOAD_ATTR server LOAD_ATTR host COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Updating route for %s (%s → %s)' LOAD_FAST route LOAD_CONST 'routespec' BINARY_SUBSCR LOAD_FAST route LOAD_CONST 'target' BINARY_SUBSCR LOAD_FAST service LOAD_ATTR server LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_service LOAD_FAST service CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 640 LOAD_FAST self LOAD_ATTR extra_routes LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 638 UNPACK_SEQUENCE STORE_FAST routespec STORE_FAST url LOAD_FAST good_routes LOAD_METHOD add LOAD_FAST routespec CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD add_route LOAD_FAST routespec LOAD_FAST url LOAD_CONST 'extra' LOAD_CONST True BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 696 LOAD_FAST routes GET_ITER FOR_ITER to 694 STORE_FAST routespec LOAD_FAST routespec LOAD_FAST good_routes COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Deleting stale route %s' LOAD_FAST routespec CALL_METHOD POP_TOP LOAD_FAST futures LOAD_METHOD append LOAD_FAST self LOAD_METHOD delete_route LOAD_FAST routespec CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL asyncio LOAD_ATTR gather LOAD_FAST futures CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL time LOAD_METHOD perf_counter CALL_METHOD STORE_FAST stop LOAD_GLOBAL CHECK_ROUTES_DURATION_SECONDS LOAD_METHOD observe LOAD_FAST stop LOAD_FAST start BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST path STORE_FAST r LOAD_CONST 'user' LOAD_FAST r LOAD_CONST 'data' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST path SET_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 36 STORE_FAST r LOAD_CONST 'service' LOAD_FAST r LOAD_CONST 'data' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST r LOAD_FAST r LOAD_CONST 'data' BINARY_SUBSCR LOAD_CONST 'service' BINARY_SUBSCR MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Adding route for Hub: %s => %s' LOAD_FAST hub LOAD_ATTR routespec LOAD_FAST hub LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD add_route LOAD_FAST hub LOAD_ATTR routespec LOAD_FAST self LOAD_ATTR hub LOAD_ATTR host LOAD_CONST 'hub' LOAD_CONST True BUILD_MAP CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Setting up routes on new proxy' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD add_hub_route LOAD_FAST self LOAD_ATTR app LOAD_ATTR hub CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_METHOD add_all_users LOAD_FAST self LOAD_ATTR app LOAD_ATTR users CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_METHOD add_all_services LOAD_FAST self LOAD_ATTR app LOAD_ATTR _service_map CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'New proxy back up and good to go' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConfigurableHTTPProxy' STORE_NAME __qualname__ LOAD_CONST 'Proxy implementation for the default configurable-http-proxy.\n\n This is the default proxy implementation\n for running the nodejs proxy `configurable-http-proxy`.\n\n If the proxy should not be run as a subprocess of the Hub,\n (e.g. in a separate container),\n set::\n\n c.ConfigurableHTTPProxy.should_start = False\n ' STORE_NAME __doc__ LOAD_NAME Any CALL_FUNCTION STORE_NAME proxy_process LOAD_NAME Instance LOAD_NAME AsyncHTTPClient LOAD_CONST () CALL_FUNCTION STORE_NAME client LOAD_NAME Integer LOAD_CONST 10 LOAD_CONST True LOAD_CONST '\n The number of requests allowed to be concurrently outstanding to the proxy\n\n Limiting this number avoids potential timeout errors\n by sending too many requests to update the proxy at once\n ' LOAD_CONST ('config', 'help') CALL_FUNCTION STORE_NAME concurrency LOAD_NAME Any CALL_FUNCTION STORE_NAME semaphore LOAD_NAME default LOAD_CONST 'semaphore' CALL_FUNCTION LOAD_CONST <code object _default_semaphore at 0x7fab8019b390, file "f.py", line 491> LOAD_CONST 'ConfigurableHTTPProxy._default_semaphore' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _default_semaphore LOAD_NAME observe LOAD_CONST 'concurrency' CALL_FUNCTION LOAD_CONST <code object _concurrency_changed at 0x7fab8019b0c0, file "f.py", line 495> LOAD_CONST 'ConfigurableHTTPProxy._concurrency_changed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _concurrency_changed LOAD_NAME CaselessStrEnum LOAD_CONST 'debug' LOAD_CONST 'info' LOAD_CONST 'warn' LOAD_CONST 'error' BUILD_LIST LOAD_CONST 'info' LOAD_CONST 'Proxy log level' LOAD_CONST True LOAD_CONST ('help', 'config') CALL_FUNCTION STORE_NAME log_level LOAD_NAME Bool LOAD_CONST False LOAD_CONST 'Add debug-level logging to the Proxy.' LOAD_CONST True LOAD_CONST ('help', 'config') CALL_FUNCTION STORE_NAME debug LOAD_NAME observe LOAD_CONST 'debug' CALL_FUNCTION LOAD_CONST <code object _debug_changed at 0x7fab8019b420, file "f.py", line 508> LOAD_CONST 'ConfigurableHTTPProxy._debug_changed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _debug_changed LOAD_NAME Unicode LOAD_CONST 'The Proxy auth token\n\n Loaded from the CONFIGPROXY_AUTH_TOKEN env variable by default.\n ' LOAD_CONST ('help',) CALL_FUNCTION LOAD_ATTR tag LOAD_CONST True LOAD_CONST ('config',) CALL_FUNCTION STORE_NAME auth_token LOAD_NAME Integer LOAD_CONST 5 LOAD_CONST 'Interval (in seconds) at which to check if the proxy is running.' LOAD_CONST True LOAD_CONST ('help', 'config') CALL_FUNCTION STORE_NAME check_running_interval LOAD_NAME default LOAD_CONST 'auth_token' CALL_FUNCTION LOAD_CONST <code object _auth_token_default at 0x7fab820538a0, file "f.py", line 525> LOAD_CONST 'ConfigurableHTTPProxy._auth_token_default' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _auth_token_default LOAD_NAME Unicode LOAD_CONST True LOAD_CONST "The ip (or hostname) of the proxy's API endpoint" LOAD_CONST ('config', 'help') CALL_FUNCTION STORE_NAME api_url LOAD_NAME default LOAD_CONST 'api_url' CALL_FUNCTION LOAD_CONST <code object _api_url_default at 0x7fab820531e0, file "f.py", line 537> LOAD_CONST 'ConfigurableHTTPProxy._api_url_default' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _api_url_default LOAD_NAME Command LOAD_CONST 'configurable-http-proxy' LOAD_CONST True LOAD_CONST 'The command to start the proxy' LOAD_CONST ('config', 'help') CALL_FUNCTION STORE_NAME command LOAD_NAME Unicode LOAD_CONST 'jupyterhub-proxy.pid' LOAD_CONST True LOAD_CONST 'File in which to write the PID of the proxy process.' LOAD_CONST ('config', 'help') CALL_FUNCTION STORE_NAME pid_file LOAD_NAME Any LOAD_CONST 'PeriodicCallback to check if the proxy is running' LOAD_CONST ('help',) CALL_FUNCTION STORE_NAME _check_running_callback LOAD_CONST <code object _check_pid at 0x7fab820530c0, file "f.py", line 562> LOAD_CONST 'ConfigurableHTTPProxy._check_pid' MAKE_FUNCTION STORE_NAME _check_pid LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82053ed0, file "f.py", line 582> LOAD_CONST 'ConfigurableHTTPProxy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _check_previous_process at 0x7fab82053030, file "f.py", line 590> LOAD_CONST 'ConfigurableHTTPProxy._check_previous_process' MAKE_FUNCTION STORE_NAME _check_previous_process LOAD_CONST <code object _write_pid_file at 0x7fab820539c0, file "f.py", line 637> LOAD_CONST 'ConfigurableHTTPProxy._write_pid_file' MAKE_FUNCTION STORE_NAME _write_pid_file LOAD_CONST <code object _remove_pid_file at 0x7fab82053f60, file "f.py", line 643> LOAD_CONST 'ConfigurableHTTPProxy._remove_pid_file' MAKE_FUNCTION STORE_NAME _remove_pid_file LOAD_CONST <code object _get_ssl_options at 0x7fab820534b0, file "f.py", line 653> LOAD_CONST 'ConfigurableHTTPProxy._get_ssl_options' MAKE_FUNCTION STORE_NAME _get_ssl_options LOAD_CONST <code object start at 0x7fab823b2c00, file "f.py", line 681> LOAD_CONST 'ConfigurableHTTPProxy.start' MAKE_FUNCTION STORE_NAME start LOAD_CONST <code object _terminate_win at 0x7fab823b2780, file "f.py", line 758> LOAD_CONST 'ConfigurableHTTPProxy._terminate_win' MAKE_FUNCTION STORE_NAME _terminate_win LOAD_CONST <code object _terminate at 0x7fab823b29c0, file "f.py", line 775> LOAD_CONST 'ConfigurableHTTPProxy._terminate' MAKE_FUNCTION STORE_NAME _terminate LOAD_CONST <code object stop at 0x7fab823b2c90, file "f.py", line 782> LOAD_CONST 'ConfigurableHTTPProxy.stop' MAKE_FUNCTION STORE_NAME stop LOAD_CONST <code object check_running at 0x7fab823b2390, file "f.py", line 793> LOAD_CONST 'ConfigurableHTTPProxy.check_running' MAKE_FUNCTION STORE_NAME check_running LOAD_CONST <code object _routespec_to_chp_path at 0x7fab823b2ae0, file "f.py", line 805> LOAD_CONST 'ConfigurableHTTPProxy._routespec_to_chp_path' MAKE_FUNCTION STORE_NAME _routespec_to_chp_path LOAD_CONST <code object _routespec_from_chp_path at 0x7fab823b2540, file "f.py", line 817> LOAD_CONST 'ConfigurableHTTPProxy._routespec_from_chp_path' MAKE_FUNCTION STORE_NAME _routespec_from_chp_path LOAD_CONST ('GET', None, None) LOAD_CONST <code object api_request at 0x7fab823b26f0, file "f.py", line 830> LOAD_CONST 'ConfigurableHTTPProxy.api_request' MAKE_FUNCTION STORE_NAME api_request LOAD_CONST <code object add_route at 0x7fab823b25d0, file "f.py", line 870> LOAD_CONST 'ConfigurableHTTPProxy.add_route' MAKE_FUNCTION STORE_NAME add_route LOAD_CONST <code object delete_route at 0x7fab823b2a50, file "f.py", line 877> LOAD_CONST 'ConfigurableHTTPProxy.delete_route' MAKE_FUNCTION STORE_NAME delete_route LOAD_CONST <code object _reformat_routespec at 0x7fab70305030, file "f.py", line 887> LOAD_CONST 'ConfigurableHTTPProxy._reformat_routespec' MAKE_FUNCTION STORE_NAME _reformat_routespec LOAD_CONST (None,) LOAD_CONST <code object get_all_routes at 0x7fab703050c0, file "f.py", line 893> LOAD_CONST 'ConfigurableHTTPProxy.get_all_routes' MAKE_FUNCTION STORE_NAME get_all_routes LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL asyncio LOAD_METHOD BoundedSemaphore LOAD_FAST self LOAD_ATTR concurrency CALL_METHOD RETURN_VALUE LOAD_GLOBAL asyncio LOAD_METHOD BoundedSemaphore LOAD_FAST change LOAD_ATTR new CALL_METHOD LOAD_FAST self STORE_ATTR semaphore LOAD_CONST None RETURN_VALUE LOAD_FAST change LOAD_ATTR new POP_JUMP_IF_FALSE LOAD_CONST 'debug' LOAD_FAST self STORE_ATTR log_level LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'CONFIGPROXY_AUTH_TOKEN' LOAD_CONST '' CALL_METHOD STORE_FAST token LOAD_FAST self LOAD_ATTR should_start POP_JUMP_IF_FALSE LOAD_FAST token POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Generating new CONFIGPROXY_AUTH_TOKEN' CALL_METHOD POP_TOP LOAD_GLOBAL utils LOAD_METHOD new_token CALL_METHOD STORE_FAST token LOAD_FAST token RETURN_VALUE LOAD_CONST '127.0.0.1:8001' STORE_FAST url LOAD_CONST 'http' STORE_FAST proto LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_ssl POP_JUMP_IF_FALSE LOAD_CONST 'https' STORE_FAST proto LOAD_FAST proto FORMAT_VALUE LOAD_CONST '://' LOAD_FAST url FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME psutil STORE_FAST psutil LOAD_FAST psutil LOAD_METHOD pid_exists LOAD_FAST pid CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL ProcessLookupError RAISE_VARARGS SETUP_EXCEPT to 102 LOAD_FAST psutil LOAD_METHOD Process LOAD_FAST pid CALL_METHOD STORE_FAST process LOAD_DEREF self LOAD_ATTR command POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR command LOAD_CONST 0 BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST process LOAD_METHOD cmdline CALL_METHOD STORE_FAST process_cmd LOAD_FAST process_cmd POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab82053db0, file "f.py", line 574> LOAD_CONST 'ConfigurableHTTPProxy._check_pid.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST process_cmd GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ProcessLookupError RAISE_VARARGS POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_FAST psutil LOAD_ATTR AccessDenied LOAD_FAST psutil LOAD_ATTR NoSuchProcess BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ProcessLookupError RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 148 LOAD_GLOBAL os LOAD_METHOD kill LOAD_FAST pid LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST clause LOAD_DEREF self LOAD_ATTR command LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST clause COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR auth_token POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR should_start POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST '%s.auth_token or CONFIGPROXY_AUTH_TOKEN env is required if Proxy.should_start is False' LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR pid_file POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD STORE_FAST pid_file LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Found proxy pid file: %s' LOAD_FAST pid_file CALL_METHOD POP_TOP SETUP_EXCEPT to 94 LOAD_GLOBAL open LOAD_FAST pid_file CALL_FUNCTION SETUP_WITH to 84 STORE_FAST f LOAD_GLOBAL int LOAD_FAST f LOAD_METHOD read CALL_METHOD LOAD_METHOD strip CALL_METHOD CALL_FUNCTION STORE_FAST pid POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST '%s did not appear to contain a pid' LOAD_FAST pid_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _remove_pid_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY SETUP_EXCEPT to 152 LOAD_FAST self LOAD_METHOD _check_pid LOAD_FAST pid CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 194 DUP_TOP LOAD_GLOBAL ProcessLookupError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Proxy no longer running at pid=%s' LOAD_FAST pid CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _remove_pid_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Proxy still running at pid=%s' LOAD_FAST pid CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL signal LOAD_ATTR SIGTERM BUILD_LIST LOAD_CONST 2 BINARY_MULTIPLY LOAD_GLOBAL signal LOAD_ATTR SIGKILL BUILD_LIST BINARY_ADD STORE_FAST sig_list SETUP_LOOP to 378 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 376 STORE_FAST i SETUP_EXCEPT to 298 LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _terminate_win LOAD_FAST pid CALL_METHOD POP_TOP JUMP_FORWARD to 294 LOAD_GLOBAL os LOAD_METHOD kill LOAD_FAST pid LOAD_FAST sig_list LOAD_FAST i BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 322 DUP_TOP LOAD_GLOBAL ProcessLookupError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BREAK_LOOP POP_EXCEPT JUMP_FORWARD to 322 END_FINALLY LOAD_GLOBAL time LOAD_METHOD sleep LOAD_CONST 1 CALL_METHOD POP_TOP SETUP_EXCEPT to 348 LOAD_FAST self LOAD_METHOD _check_pid LOAD_FAST pid CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 372 DUP_TOP LOAD_GLOBAL ProcessLookupError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BREAK_LOOP POP_EXCEPT JUMP_FORWARD to 372 END_FINALLY EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 394 LOAD_FAST self LOAD_METHOD _check_pid LOAD_FAST pid CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 438 DUP_TOP LOAD_GLOBAL ProcessLookupError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Stopped proxy at pid=%s' LOAD_FAST pid CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _remove_pid_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_GLOBAL RuntimeError LOAD_CONST 'Failed to stop proxy at pid=%s' LOAD_FAST pid CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Writing proxy pid file: %s' LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD POP_TOP LOAD_GLOBAL open LOAD_FAST self LOAD_ATTR pid_file LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 52 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR proxy_process LOAD_ATTR pid CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR pid_file POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Removing proxy pid file %s' LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD POP_TOP SETUP_EXCEPT to 44 LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 80 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'PID file %s already removed' LOAD_FAST self LOAD_ATTR pid_file CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 80 END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST cmd LOAD_CONST 'proxy-api' STORE_FAST proxy_api LOAD_CONST 'proxy-client' STORE_FAST proxy_client LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_proxy_certs LOAD_FAST proxy_api BINARY_SUBSCR LOAD_CONST 'keyfile' BINARY_SUBSCR STORE_FAST api_key LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_proxy_certs LOAD_FAST proxy_api BINARY_SUBSCR LOAD_CONST 'certfile' BINARY_SUBSCR STORE_FAST api_cert LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_trust_bundles LOAD_FAST proxy_api LOAD_CONST '-ca' BINARY_ADD BINARY_SUBSCR STORE_FAST api_ca LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_proxy_certs LOAD_FAST proxy_client BINARY_SUBSCR LOAD_CONST 'keyfile' BINARY_SUBSCR STORE_FAST client_key LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_proxy_certs LOAD_FAST proxy_client BINARY_SUBSCR LOAD_CONST 'certfile' BINARY_SUBSCR STORE_FAST client_cert LOAD_FAST self LOAD_ATTR app LOAD_ATTR internal_trust_bundles LOAD_FAST proxy_client LOAD_CONST '-ca' BINARY_ADD BINARY_SUBSCR STORE_FAST client_ca LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--api-ssl-key' LOAD_FAST api_key BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--api-ssl-cert' LOAD_FAST api_cert BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--api-ssl-ca' LOAD_FAST api_ca BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--api-ssl-request-cert' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--api-ssl-reject-unauthorized' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--client-ssl-key' LOAD_FAST client_key BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--client-ssl-cert' LOAD_FAST client_cert BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--client-ssl-ca' LOAD_FAST client_ca BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--client-ssl-request-cert' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--client-ssl-reject-unauthorized' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST cmd RETURN_VALUE LOAD_DEREF self LOAD_METHOD _check_previous_process CALL_METHOD POP_TOP LOAD_GLOBAL Server LOAD_METHOD from_url LOAD_DEREF self LOAD_ATTR public_url CALL_METHOD STORE_FAST public_server LOAD_GLOBAL Server LOAD_METHOD from_url LOAD_DEREF self LOAD_ATTR api_url CALL_METHOD STORE_FAST api_server LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD copy CALL_METHOD STORE_FAST env LOAD_DEREF self LOAD_ATTR auth_token LOAD_FAST env LOAD_CONST 'CONFIGPROXY_AUTH_TOKEN' STORE_SUBSCR LOAD_DEREF self LOAD_ATTR command LOAD_CONST '--ip' LOAD_FAST public_server LOAD_ATTR ip LOAD_CONST '--port' LOAD_GLOBAL str LOAD_FAST public_server LOAD_ATTR port CALL_FUNCTION LOAD_CONST '--api-ip' LOAD_FAST api_server LOAD_ATTR ip LOAD_CONST '--api-port' LOAD_GLOBAL str LOAD_FAST api_server LOAD_ATTR port CALL_FUNCTION LOAD_CONST '--error-target' LOAD_GLOBAL url_path_join LOAD_DEREF self LOAD_ATTR hub LOAD_ATTR url LOAD_CONST 'error' CALL_FUNCTION LOAD_CONST '--log-level' LOAD_DEREF self LOAD_ATTR log_level BUILD_LIST BINARY_ADD STORE_FAST cmd LOAD_DEREF self LOAD_ATTR app LOAD_ATTR subdomain_host POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD append LOAD_CONST '--host-routing' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR ssl_key POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--ssl-key' LOAD_DEREF self LOAD_ATTR ssl_key BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR ssl_cert POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD extend LOAD_CONST '--ssl-cert' LOAD_DEREF self LOAD_ATTR ssl_cert BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR app LOAD_ATTR internal_ssl POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD extend LOAD_DEREF self LOAD_METHOD _get_ssl_options CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST ' --ssl' LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST cmd CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Running JupyterHub without SSL. I hope there is SSL termination happening somewhere else...' CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Starting proxy @ %s' LOAD_FAST public_server LOAD_ATTR bind_url CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Proxy cmd: %s' LOAD_FAST cmd CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == STORE_FAST shell SETUP_EXCEPT to 288 LOAD_GLOBAL Popen LOAD_FAST cmd LOAD_FAST env LOAD_CONST True LOAD_FAST shell LOAD_CONST ('env', 'start_new_session', 'shell') CALL_FUNCTION LOAD_DEREF self STORE_ATTR proxy_process POP_BLOCK JUMP_FORWARD to 344 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 330 LOAD_DEREF self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Failed to find proxy %r\nThe proxy can be installed with `npm install -g configurable-http-proxy`.To install `npm`, install nodejs which includes `npm`.If you see an `EACCES` error or permissions error, refer to the `npm` documentation on How To Prevent Permissions Errors.' LOAD_DEREF self LOAD_ATTR command BINARY_MODULO CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 344 END_FINALLY LOAD_DEREF self LOAD_METHOD _write_pid_file CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _check_process at 0x7fab82053d20, file "f.py", line 735> LOAD_CONST 'ConfigurableHTTPProxy.start.<locals>._check_process' MAKE_FUNCTION STORE_FAST _check_process SETUP_LOOP to 476 LOAD_FAST public_server LOAD_FAST api_server BUILD_TUPLE GET_ITER FOR_ITER to 474 STORE_FAST server SETUP_LOOP to 454 LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION GET_ITER FOR_ITER to 452 STORE_FAST i LOAD_FAST _check_process CALL_FUNCTION POP_TOP SETUP_EXCEPT to 420 LOAD_FAST server LOAD_METHOD wait_up LOAD_CONST 1 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK JUMP_FORWARD to 446 DUP_TOP LOAD_GLOBAL AnyTimeoutError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP EXTENDED_ARG CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 448 END_FINALLY BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST server LOAD_METHOD wait_up LOAD_CONST 1 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST _check_process CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Proxy started and appears to be up' CALL_METHOD POP_TOP LOAD_GLOBAL PeriodicCallback LOAD_DEREF self LOAD_ATTR check_running LOAD_CONST 1000.0 LOAD_DEREF self LOAD_ATTR check_running_interval BINARY_MULTIPLY CALL_FUNCTION STORE_FAST pc LOAD_FAST pc LOAD_DEREF self STORE_ATTR _check_running_callback LOAD_FAST pc LOAD_METHOD start CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR proxy_process LOAD_METHOD poll CALL_METHOD STORE_FAST status LOAD_FAST status LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR proxy_process SETUP_WITH to 48 POP_TOP LOAD_GLOBAL RuntimeError LOAD_CONST 'Proxy failed to start with exit code %i' LOAD_FAST status BINARY_MODULO CALL_FUNCTION STORE_FAST e LOAD_FAST e LOAD_CONST None RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME psutil STORE_FAST psutil LOAD_FAST psutil LOAD_METHOD Process LOAD_FAST pid CALL_METHOD STORE_FAST parent LOAD_FAST parent LOAD_ATTR children LOAD_CONST True LOAD_CONST ('recursive',) CALL_FUNCTION STORE_FAST children SETUP_LOOP to 52 LOAD_FAST children GET_ITER FOR_ITER to 50 STORE_FAST child LOAD_FAST child LOAD_METHOD terminate CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST psutil LOAD_ATTR wait_procs LOAD_FAST children LOAD_CONST 5 LOAD_CONST ('timeout',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST gone STORE_FAST alive SETUP_LOOP to 92 LOAD_FAST alive GET_ITER FOR_ITER to 90 STORE_FAST p LOAD_FAST p LOAD_METHOD kill CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 126 LOAD_FAST parent LOAD_METHOD terminate CALL_METHOD POP_TOP LOAD_FAST parent LOAD_ATTR wait LOAD_CONST 5 LOAD_CONST ('timeout',) CALL_FUNCTION POP_TOP LOAD_FAST parent LOAD_METHOD kill CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 148 DUP_TOP LOAD_FAST psutil LOAD_ATTR NoSuchProcess COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 148 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _terminate_win LOAD_FAST self LOAD_ATTR proxy_process LOAD_ATTR pid CALL_METHOD POP_TOP JUMP_FORWARD to 36 LOAD_FAST self LOAD_ATTR proxy_process LOAD_METHOD terminate CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Cleaning up proxy[%i]...' LOAD_FAST self LOAD_ATTR proxy_process LOAD_ATTR pid CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _check_running_callback LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _check_running_callback LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR proxy_process LOAD_METHOD poll CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE SETUP_EXCEPT to 66 LOAD_FAST self LOAD_METHOD _terminate CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 114 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 100 LOAD_FAST self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Failed to terminate proxy process: %s' LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 114 END_FINALLY LOAD_FAST self LOAD_METHOD _remove_pid_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR proxy_process LOAD_METHOD poll CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Proxy stopped with exit code %r' LOAD_FAST self LOAD_ATTR proxy_process LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'unknown' JUMP_FORWARD to 48 LOAD_FAST self LOAD_ATTR proxy_process LOAD_METHOD poll CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _remove_pid_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD start CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_METHOD restore_routes CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD validate_routespec LOAD_FAST routespec CALL_METHOD STORE_FAST path LOAD_FAST path LOAD_METHOD startswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST '/' LOAD_FAST path BINARY_ADD STORE_FAST path LOAD_FAST path LOAD_CONST '/' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST path LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST path LOAD_METHOD rstrip LOAD_CONST '/' CALL_METHOD STORE_FAST path LOAD_FAST path RETURN_VALUE LOAD_GLOBAL quote LOAD_FAST chp_path LOAD_CONST '@/~' LOAD_CONST ('safe',) CALL_FUNCTION STORE_FAST routespec LOAD_FAST self LOAD_ATTR host_routing POP_JUMP_IF_FALSE LOAD_FAST routespec LOAD_METHOD lstrip LOAD_CONST '/' CALL_METHOD STORE_FAST routespec LOAD_FAST routespec LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST routespec LOAD_CONST '/' BINARY_ADD STORE_FAST routespec LOAD_FAST routespec RETURN_VALUE LOAD_DEREF client JUMP_IF_TRUE_OR_POP LOAD_GLOBAL AsyncHTTPClient CALL_FUNCTION STORE_DEREF client LOAD_GLOBAL url_path_join LOAD_DEREF self LOAD_ATTR api_url LOAD_CONST 'api/routes' LOAD_FAST path CALL_FUNCTION STORE_FAST url LOAD_GLOBAL isinstance LOAD_FAST body LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST body CALL_METHOD STORE_FAST body LOAD_DEREF self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Proxy: Fetching %s %s' LOAD_FAST method LOAD_FAST url CALL_METHOD POP_TOP LOAD_GLOBAL HTTPRequest LOAD_FAST url LOAD_FAST method LOAD_CONST 'Authorization' LOAD_CONST 'token ' LOAD_DEREF self LOAD_ATTR auth_token FORMAT_VALUE BUILD_STRING BUILD_MAP LOAD_FAST body LOAD_CONST 3 LOAD_CONST 10 LOAD_CONST ('method', 'headers', 'body', 'connect_timeout', 'request_timeout') CALL_FUNCTION STORE_DEREF req LOAD_CLOSURE client LOAD_CLOSURE req LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _wait_for_api_request at 0x7fab823b2b70, file "f.py", line 847> LOAD_CONST 'ConfigurableHTTPProxy.api_request.<locals>._wait_for_api_request' MAKE_FUNCTION STORE_FAST _wait_for_api_request LOAD_GLOBAL exponential_backoff LOAD_FAST _wait_for_api_request LOAD_CONST 'Repeated api_request to proxy path "' LOAD_FAST path FORMAT_VALUE LOAD_CONST '" failed.' BUILD_STRING LOAD_CONST 30 LOAD_CONST ('timeout',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result RETURN_VALUE SETUP_EXCEPT to 50 LOAD_DEREF self LOAD_ATTR semaphore BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 34 POP_TOP LOAD_DEREF client LOAD_METHOD fetch LOAD_DEREF req CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK JUMP_FORWARD to 138 DUP_TOP LOAD_GLOBAL HTTPError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 124 LOAD_FAST e LOAD_ATTR code LOAD_CONST 500 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'api_request to the proxy failed with status code {}, retrying...' LOAD_METHOD format LOAD_FAST e LOAD_ATTR code CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_DEREF self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'api_request to proxy failed: ' LOAD_FAST e FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 138 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST data JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST body LOAD_FAST target LOAD_FAST body LOAD_CONST 'target' STORE_SUBSCR LOAD_CONST True LOAD_FAST body LOAD_CONST 'jupyterhub' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _routespec_to_chp_path LOAD_FAST routespec CALL_METHOD STORE_FAST path LOAD_FAST self LOAD_ATTR api_request LOAD_FAST path LOAD_CONST 'POST' LOAD_FAST body LOAD_CONST ('method', 'body') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _routespec_to_chp_path LOAD_FAST routespec CALL_METHOD STORE_FAST path SETUP_EXCEPT to 36 LOAD_FAST self LOAD_ATTR api_request LOAD_FAST path LOAD_CONST 'DELETE' LOAD_CONST ('method',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK JUMP_FORWARD to 98 DUP_TOP LOAD_GLOBAL HTTPError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 84 LOAD_FAST e LOAD_ATTR code LOAD_CONST 404 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD warning LOAD_CONST 'Route %s already deleted' LOAD_FAST routespec CALL_METHOD POP_TOP JUMP_FORWARD to 80 RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 98 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST chp_data LOAD_METHOD pop LOAD_CONST 'target' CALL_METHOD STORE_FAST target LOAD_FAST chp_data LOAD_METHOD pop LOAD_CONST 'jupyterhub' CALL_METHOD POP_TOP LOAD_FAST routespec LOAD_FAST target LOAD_FAST chp_data LOAD_CONST ('routespec', 'target', 'data') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL time LOAD_METHOD perf_counter CALL_METHOD STORE_FAST proxy_poll_start_time LOAD_FAST self LOAD_ATTR api_request LOAD_CONST '' LOAD_FAST client LOAD_CONST ('client',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST resp LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST resp LOAD_ATTR body LOAD_METHOD decode LOAD_CONST 'utf8' LOAD_CONST 'replace' CALL_METHOD CALL_METHOD STORE_FAST chp_routes BUILD_MAP STORE_FAST all_routes SETUP_LOOP to 124 LOAD_FAST chp_routes LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 122 UNPACK_SEQUENCE STORE_FAST chp_path STORE_FAST chp_data LOAD_FAST self LOAD_METHOD _routespec_from_chp_path LOAD_FAST chp_path CALL_METHOD STORE_FAST routespec LOAD_CONST 'jupyterhub' LOAD_FAST chp_data COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD debug LOAD_CONST 'Omitting non-jupyterhub route %r' LOAD_FAST routespec CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD _reformat_routespec LOAD_FAST routespec LOAD_FAST chp_data CALL_METHOD LOAD_FAST all_routes LOAD_FAST routespec STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL PROXY_POLL_DURATION_SECONDS LOAD_METHOD observe LOAD_GLOBAL time LOAD_METHOD perf_counter CALL_METHOD LOAD_FAST proxy_poll_start_time BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST all_routes RETURN_VALUE
"""API for JupyterHub's proxy. Custom proxy implementations can subclass :class:`Proxy` and register in JupyterHub config: .. sourcecode:: python from mymodule import MyProxy c.JupyterHub.proxy_class = MyProxy Route Specification: - A routespec is a URL prefix ([host]/path/), e.g. 'host.tld/path/' for host-based routing or '/path/' for default routing. - Route paths should be normalized to always start and end with '/' """ import asyncio import json import os import signal import time from functools import wraps from subprocess import Popen from urllib.parse import quote, urlparse from weakref import WeakKeyDictionary from tornado.httpclient import AsyncHTTPClient, HTTPError, HTTPRequest from tornado.ioloop import PeriodicCallback from traitlets import ( Any, Bool, CaselessStrEnum, Dict, Instance, Integer, TraitError, Unicode, default, observe, validate, ) from traitlets.config import LoggingConfigurable from jupyterhub.traitlets import Command from . import utils from .metrics import CHECK_ROUTES_DURATION_SECONDS, PROXY_POLL_DURATION_SECONDS from .objects import Server from .utils import AnyTimeoutError, exponential_backoff, url_escape_path, url_path_join def _one_at_a_time(method): """decorator to limit an async method to be called only once If multiple concurrent calls to this method are made, queue them instead of allowing them to be concurrently outstanding. """ method._locks = WeakKeyDictionary() @wraps(method) async def locked_method(*args, **kwargs): loop = asyncio.get_event_loop() lock = method._locks.get(loop, None) if lock is None: lock = method._locks[loop] = asyncio.Lock() async with lock: return await method(*args, **kwargs) return locked_method class Proxy(LoggingConfigurable): """Base class for configurable proxies that JupyterHub can use. A proxy implementation should subclass this and must define the following methods: - :meth:`.get_all_routes` return a dictionary of all JupyterHub-related routes - :meth:`.add_route` adds a route - :meth:`.delete_route` deletes a route In addition to these, the following method(s) may need to be implemented: - :meth:`.start` start the proxy, if it should be launched by the Hub instead of externally managed. If the proxy is externally managed, it should set :attr:`should_start` to False. - :meth:`.stop` stop the proxy. Only used if :meth:`.start` is also used. And the following method(s) are optional, but can be provided: - :meth:`.get_route` gets a single route. There is a default implementation that extracts data from :meth:`.get_all_routes`, but implementations may choose to provide a more efficient implementation of fetching a single route. """ db_factory = Any() @property def db(self): return self.db_factory() app = Any() hub = Any() public_url = Unicode() ssl_key = Unicode() ssl_cert = Unicode() host_routing = Bool() should_start = Bool( True, config=True, help="""Should the Hub start the proxy If True, the Hub will start the proxy and stop it. Set to False if the proxy is managed externally, such as by systemd, docker, or another service manager. """, ) extra_routes = Dict( key_trait=Unicode(), value_trait=Unicode(), config=True, help=""" Additional routes to be maintained in the proxy. A dictionary with a route specification as key, and a URL as target. The hub will ensure this route is present in the proxy. If the hub is running in host based mode (with JupyterHub.subdomain_host set), the routespec *must* have a domain component (example.com/my-url/). If the hub is not running in host based mode, the routespec *must not* have a domain component (/my-url/). Helpful when the hub is running in API-only mode. """, ) @validate("extra_routes") def _validate_extra_routes(self, proposal): extra_routes = {} for routespec, target in proposal.value.items(): if not isinstance(routespec, str): raise TraitError( f"Proxy.extra_routes keys must be str, got {routespec!r}" ) if not isinstance(target, str): raise TraitError( f"Proxy.extra_routes values must be str, got {target!r}" ) if not routespec.endswith("/"): self.log.warning( f"Adding missing trailing '/' to c.Proxy.extra_routes {routespec} -> {routespec}/" ) routespec += "/" if self.app.subdomain_host: if routespec.startswith("/"): raise ValueError( f"Proxy.extra_routes missing host component in {routespec} (must not have leading '/') when using `JupyterHub.subdomain_host = {self.app.subdomain_host!r}`" ) else: if not routespec.startswith("/"): raise ValueError( f"Proxy.extra_routes routespec {routespec} missing leading '/'." ) target_url = urlparse(target.lower()) if target_url.scheme not in {"http", "https"} or not target_url.netloc: raise ValueError( f"Proxy.extra_routes target {routespec}={target!r} doesn't look like a URL (should have http[s]://...)" ) extra_routes[routespec] = target return extra_routes def start(self): """Start the proxy. Will be called during startup if should_start is True. **Subclasses must define this method** if the proxy is to be started by the Hub """ def stop(self): """Stop the proxy. Will be called during teardown if should_start is True. **Subclasses must define this method** if the proxy is to be started by the Hub """ def validate_routespec(self, routespec): """Validate a routespec - Checks host value vs host-based routing. - Ensures trailing slash on path. """ if routespec == "/": return routespec host_route = not routespec.startswith("/") if host_route and not self.host_routing: raise ValueError( "Cannot add host-based route %r, not using host-routing" % routespec ) if self.host_routing and not host_route: raise ValueError( "Cannot add route without host %r, using host-routing" % routespec ) if not routespec.endswith("/"): return routespec + "/" else: return routespec async def add_route(self, routespec, target, data): """Add a route to the proxy. **Subclasses must define this method** Args: routespec (str): A URL prefix ([host]/path/) for which this route will be matched, e.g. host.name/path/ target (str): A full URL that will be the target of this route. data (dict): A JSONable dict that will be associated with this route, and will be returned when retrieving information about this route. Will raise an appropriate Exception (FIXME: find what?) if the route could not be added. The proxy implementation should also have a way to associate the fact that a route came from JupyterHub. """ async def delete_route(self, routespec): """Delete a route with a given routespec if it exists. **Subclasses must define this method** """ async def get_all_routes(self): """Fetch and return all the routes associated by JupyterHub from the proxy. **Subclasses must define this method** Should return a dictionary of routes, where the keys are routespecs and each value is a dict of the form:: { 'routespec': the route specification ([host]/path/) 'target': the target host URL (proto://host) for this route 'data': the attached data dict for this route (as specified in add_route) } """ async def get_route(self, routespec): """Return the route info for a given routespec. Args: routespec (str): A URI that was used to add this route, e.g. `host.tld/path/` Returns: result (dict): dict with the following keys:: 'routespec': The normalized route specification passed in to add_route ([host]/path/) 'target': The target host for this route (proto://host) 'data': The arbitrary data dict that was passed in by JupyterHub when adding this route. None: if there are no routes matching the given routespec """ routespec = self.validate_routespec(routespec) routes = await self.get_all_routes() return routes.get(routespec) async def add_service(self, service, client=None): """Add a service's server to the proxy table.""" if not service.server: raise RuntimeError( "Service %s does not have an http endpoint to add to the proxy.", service.name, ) self.log.info( "Adding service %s to proxy %s => %s", service.name, service.proxy_spec, service.server.host, ) await self.add_route( service.proxy_spec, service.server.host, {"service": service.name} ) async def delete_service(self, service, client=None): """Remove a service's server from the proxy table.""" self.log.info("Removing service %s from proxy", service.name) await self.delete_route(service.proxy_spec) async def add_user(self, user, server_name="", client=None): """Add a user's server to the proxy table.""" spawner = user.spawners[server_name] self.log.info( "Adding user %s to proxy %s => %s", user.name, spawner.proxy_spec, spawner.server.host, ) if spawner.pending and spawner.pending != "spawn": raise RuntimeError( "%s is pending %s, shouldn't be added to the proxy yet!" % (spawner._log_name, spawner.pending) ) await self.add_route( spawner.proxy_spec, spawner.server.host, {"user": user.name, "server_name": server_name}, ) async def delete_user(self, user, server_name=""): """Remove a user's server from the proxy table.""" routespec = user.proxy_spec if server_name: routespec = url_path_join( user.proxy_spec, url_escape_path(server_name), "/" ) self.log.info("Removing user %s from proxy (%s)", user.name, routespec) await self.delete_route(routespec) async def add_all_services(self, service_dict): """Update the proxy table from the database. Used when loading up a new proxy. """ futures = [] for service in service_dict.values(): if service.server: futures.append(self.add_service(service)) await asyncio.gather(*futures) async def add_all_users(self, user_dict): """Update the proxy table from the database. Used when loading up a new proxy. """ futures = [] for user in user_dict.values(): for name, spawner in user.spawners.items(): if spawner.ready: futures.append(self.add_user(user, name)) await asyncio.gather(*futures) @_one_at_a_time async def check_routes(self, user_dict, service_dict, routes=None): """Check that all users are properly routed on the proxy.""" start = time.perf_counter() # timer starts here when user is created if not routes: self.log.debug("Fetching routes to check") routes = await self.get_all_routes() self.log.debug("Checking routes") user_routes = {path for path, r in routes.items() if "user" in r["data"]} futures = [] good_routes = {self.app.hub.routespec} hub = self.hub if self.app.hub.routespec not in routes: futures.append(self.add_hub_route(hub)) else: route = routes[self.app.hub.routespec] if route["target"] != hub.host: self.log.warning( "Updating Hub route %s → %s", route["target"], hub.host ) futures.append(self.add_hub_route(hub)) for user in user_dict.values(): for name, spawner in user.spawners.items(): if spawner.ready: spec = spawner.proxy_spec good_routes.add(spec) if spec not in user_routes: self.log.warning( "Adding missing route for %s (%s)", spec, spawner.server ) futures.append(self.add_user(user, name)) else: route = routes[spec] if route["target"] != spawner.server.host: self.log.warning( "Updating route for %s (%s → %s)", spec, route["target"], spawner.server, ) futures.append(self.add_user(user, name)) elif spawner.pending: good_routes.add(spawner.proxy_spec) service_routes = { r["data"]["service"]: r for r in routes.values() if "service" in r["data"] } for service in service_dict.values(): if service.server is None: continue good_routes.add(service.proxy_spec) if service.name not in service_routes: self.log.warning( "Adding missing route for %s (%s)", service.name, service.server ) futures.append(self.add_service(service)) else: route = service_routes[service.name] if route["target"] != service.server.host: self.log.warning( "Updating route for %s (%s → %s)", route["routespec"], route["target"], service.server.host, ) futures.append(self.add_service(service)) for routespec, url in self.extra_routes.items(): good_routes.add(routespec) futures.append(self.add_route(routespec, url, {"extra": True})) for routespec in routes: if routespec not in good_routes: self.log.warning("Deleting stale route %s", routespec) futures.append(self.delete_route(routespec)) await asyncio.gather(*futures) stop = time.perf_counter() # timer stops here when user is deleted CHECK_ROUTES_DURATION_SECONDS.observe(stop - start) # histogram metric def add_hub_route(self, hub): """Add the default route for the Hub""" self.log.info("Adding route for Hub: %s => %s", hub.routespec, hub.host) return self.add_route(hub.routespec, self.hub.host, {"hub": True}) async def restore_routes(self): self.log.info("Setting up routes on new proxy") await self.add_hub_route(self.app.hub) await self.add_all_users(self.app.users) await self.add_all_services(self.app._service_map) self.log.info("New proxy back up and good to go") class ConfigurableHTTPProxy(Proxy): """Proxy implementation for the default configurable-http-proxy. This is the default proxy implementation for running the nodejs proxy `configurable-http-proxy`. If the proxy should not be run as a subprocess of the Hub, (e.g. in a separate container), set:: c.ConfigurableHTTPProxy.should_start = False """ proxy_process = Any() client = Instance(AsyncHTTPClient, ()) concurrency = Integer( 10, config=True, help=""" The number of requests allowed to be concurrently outstanding to the proxy Limiting this number avoids potential timeout errors by sending too many requests to update the proxy at once """, ) semaphore = Any() @default("semaphore") def _default_semaphore(self): return asyncio.BoundedSemaphore(self.concurrency) @observe("concurrency") def _concurrency_changed(self, change): self.semaphore = asyncio.BoundedSemaphore(change.new) log_level = CaselessStrEnum( ["debug", "info", "warn", "error"], "info", help="Proxy log level", config=True, ) debug = Bool(False, help="Add debug-level logging to the Proxy.", config=True) @observe("debug") def _debug_changed(self, change): if change.new: self.log_level = "debug" auth_token = Unicode( help="""The Proxy auth token Loaded from the CONFIGPROXY_AUTH_TOKEN env variable by default. """ ).tag(config=True) check_running_interval = Integer( 5, help="Interval (in seconds) at which to check if the proxy is running.", config=True, ) @default("auth_token") def _auth_token_default(self): token = os.environ.get("CONFIGPROXY_AUTH_TOKEN", "") if self.should_start and not token: self.log.info("Generating new CONFIGPROXY_AUTH_TOKEN") token = utils.new_token() return token api_url = Unicode( config=True, help="""The ip (or hostname) of the proxy's API endpoint""" ) @default("api_url") def _api_url_default(self): url = "127.0.0.1:8001" proto = "http" if self.app.internal_ssl: proto = "https" return f"{proto}://{url}" command = Command( "configurable-http-proxy", config=True, help="""The command to start the proxy""", ) pid_file = Unicode( "jupyterhub-proxy.pid", config=True, help="File in which to write the PID of the proxy process.", ) _check_running_callback = Any( help="PeriodicCallback to check if the proxy is running" ) def _check_pid(self, pid): if os.name == "nt": import psutil if not psutil.pid_exists(pid): raise ProcessLookupError try: process = psutil.Process(pid) if self.command and self.command[0]: process_cmd = process.cmdline() if process_cmd and not any( self.command[0] in clause for clause in process_cmd ): raise ProcessLookupError except (psutil.AccessDenied, psutil.NoSuchProcess): raise ProcessLookupError else: os.kill(pid, 0) def __init__(self, **kwargs): super().__init__(**kwargs) if not self.auth_token and not self.should_start: raise ValueError( "%s.auth_token or CONFIGPROXY_AUTH_TOKEN env is required" " if Proxy.should_start is False" % self.__class__.__name__ ) def _check_previous_process(self): """Check if there's a process leftover and shut it down if so""" if not self.pid_file or not os.path.exists(self.pid_file): return pid_file = os.path.abspath(self.pid_file) self.log.warning("Found proxy pid file: %s", pid_file) try: with open(pid_file) as f: pid = int(f.read().strip()) except ValueError: self.log.warning("%s did not appear to contain a pid", pid_file) self._remove_pid_file() return try: self._check_pid(pid) except ProcessLookupError: self.log.warning("Proxy no longer running at pid=%s", pid) self._remove_pid_file() return self.log.warning("Proxy still running at pid=%s", pid) if os.name != "nt": sig_list = [signal.SIGTERM] * 2 + [signal.SIGKILL] for i in range(3): try: if os.name == "nt": self._terminate_win(pid) else: os.kill(pid, sig_list[i]) except ProcessLookupError: break time.sleep(1) try: self._check_pid(pid) except ProcessLookupError: break try: self._check_pid(pid) except ProcessLookupError: self.log.warning("Stopped proxy at pid=%s", pid) self._remove_pid_file() return else: raise RuntimeError("Failed to stop proxy at pid=%s", pid) def _write_pid_file(self): """write pid for proxy to a file""" self.log.debug("Writing proxy pid file: %s", self.pid_file) with open(self.pid_file, "w") as f: f.write(str(self.proxy_process.pid)) def _remove_pid_file(self): """Cleanup pid file for proxy after stopping""" if not self.pid_file: return self.log.debug("Removing proxy pid file %s", self.pid_file) try: os.remove(self.pid_file) except FileNotFoundError: self.log.debug("PID file %s already removed", self.pid_file) def _get_ssl_options(self): """List of cmd proxy options to use internal SSL""" cmd = [] proxy_api = "proxy-api" proxy_client = "proxy-client" api_key = self.app.internal_proxy_certs[proxy_api][ "keyfile" ] # Check content in next test and just patch manulaly or in the config of the file api_cert = self.app.internal_proxy_certs[proxy_api]["certfile"] api_ca = self.app.internal_trust_bundles[proxy_api + "-ca"] client_key = self.app.internal_proxy_certs[proxy_client]["keyfile"] client_cert = self.app.internal_proxy_certs[proxy_client]["certfile"] client_ca = self.app.internal_trust_bundles[proxy_client + "-ca"] cmd.extend(["--api-ssl-key", api_key]) cmd.extend(["--api-ssl-cert", api_cert]) cmd.extend(["--api-ssl-ca", api_ca]) cmd.extend(["--api-ssl-request-cert"]) cmd.extend(["--api-ssl-reject-unauthorized"]) cmd.extend(["--client-ssl-key", client_key]) cmd.extend(["--client-ssl-cert", client_cert]) cmd.extend(["--client-ssl-ca", client_ca]) cmd.extend(["--client-ssl-request-cert"]) cmd.extend(["--client-ssl-reject-unauthorized"]) return cmd async def start(self): """Start the proxy process""" self._check_previous_process() public_server = Server.from_url(self.public_url) api_server = Server.from_url(self.api_url) env = os.environ.copy() env["CONFIGPROXY_AUTH_TOKEN"] = self.auth_token cmd = self.command + [ "--ip", public_server.ip, "--port", str(public_server.port), "--api-ip", api_server.ip, "--api-port", str(api_server.port), "--error-target", url_path_join(self.hub.url, "error"), "--log-level", self.log_level, ] if self.app.subdomain_host: cmd.append("--host-routing") if self.ssl_key: cmd.extend(["--ssl-key", self.ssl_key]) if self.ssl_cert: cmd.extend(["--ssl-cert", self.ssl_cert]) if self.app.internal_ssl: cmd.extend(self._get_ssl_options()) if " --ssl" not in " ".join(cmd): self.log.warning( "Running JupyterHub without SSL." " I hope there is SSL termination happening somewhere else..." ) self.log.info("Starting proxy @ %s", public_server.bind_url) self.log.debug("Proxy cmd: %s", cmd) shell = os.name == "nt" try: self.proxy_process = Popen( cmd, env=env, start_new_session=True, shell=shell ) except FileNotFoundError as e: self.log.error( "Failed to find proxy %r\n" "The proxy can be installed with `npm install -g configurable-http-proxy`." "To install `npm`, install nodejs which includes `npm`." "If you see an `EACCES` error or permissions error, refer to the `npm` " "documentation on How To Prevent Permissions Errors." % self.command ) raise self._write_pid_file() def _check_process(): status = self.proxy_process.poll() if status is not None: with self.proxy_process: e = RuntimeError("Proxy failed to start with exit code %i" % status) raise e from None for server in (public_server, api_server): for i in range(10): _check_process() try: await server.wait_up(1) except AnyTimeoutError: continue else: break await server.wait_up(1) _check_process() self.log.debug("Proxy started and appears to be up") pc = PeriodicCallback(self.check_running, 1e3 * self.check_running_interval) self._check_running_callback = pc pc.start() def _terminate_win(self, pid): import psutil parent = psutil.Process(pid) children = parent.children(recursive=True) for child in children: child.terminate() gone, alive = psutil.wait_procs(children, timeout=5) for p in alive: p.kill() try: parent.terminate() parent.wait(timeout=5) parent.kill() except psutil.NoSuchProcess: pass def _terminate(self): """Terminate our process""" if os.name == "nt": self._terminate_win(self.proxy_process.pid) else: self.proxy_process.terminate() def stop(self): self.log.info("Cleaning up proxy[%i]...", self.proxy_process.pid) if self._check_running_callback is not None: self._check_running_callback.stop() if self.proxy_process.poll() is None: try: self._terminate() except Exception as e: self.log.error("Failed to terminate proxy process: %s", e) self._remove_pid_file() async def check_running(self): """Check if the proxy is still running""" if self.proxy_process.poll() is None: return self.log.error( "Proxy stopped with exit code %r", "unknown" if self.proxy_process is None else self.proxy_process.poll(), ) self._remove_pid_file() await self.start() await self.restore_routes() def _routespec_to_chp_path(self, routespec): """Turn a routespec into a CHP API path For host-based routing, CHP uses the host as the first path segment. """ path = self.validate_routespec(routespec) if not path.startswith("/"): path = "/" + path if path != "/" and path.endswith("/"): path = path.rstrip("/") return path def _routespec_from_chp_path(self, chp_path): """Turn a CHP route into a route spec In the JSON API, CHP route keys are unescaped, so re-escape them to raw URLs and ensure slashes are in the right places. """ routespec = quote(chp_path, safe="@/~") if self.host_routing: routespec = routespec.lstrip("/") if not routespec.endswith("/"): routespec = routespec + "/" return routespec async def api_request(self, path, method="GET", body=None, client=None): """Make an authenticated API request of the proxy.""" client = client or AsyncHTTPClient() url = url_path_join(self.api_url, "api/routes", path) if isinstance(body, dict): body = json.dumps(body) self.log.debug("Proxy: Fetching %s %s", method, url) req = HTTPRequest( url, method=method, headers={"Authorization": f"token {self.auth_token}"}, body=body, connect_timeout=3, # default: 20s request_timeout=10, # default: 20s ) async def _wait_for_api_request(): try: async with self.semaphore: return await client.fetch(req) except HTTPError as e: if e.code >= 500: self.log.warning( "api_request to the proxy failed with status code {}, retrying...".format( e.code ) ) return False # a falsy return value make exponential_backoff retry else: self.log.error(f"api_request to proxy failed: {e}") raise result = await exponential_backoff( _wait_for_api_request, f'Repeated api_request to proxy path "{path}" failed.', timeout=30, ) return result async def add_route(self, routespec, target, data): body = data or {} body["target"] = target body["jupyterhub"] = True path = self._routespec_to_chp_path(routespec) await self.api_request(path, method="POST", body=body) async def delete_route(self, routespec): path = self._routespec_to_chp_path(routespec) try: await self.api_request(path, method="DELETE") except HTTPError as e: if e.code == 404: self.log.warning("Route %s already deleted", routespec) else: raise def _reformat_routespec(self, routespec, chp_data): """Reformat CHP data format to JupyterHub's proxy API.""" target = chp_data.pop("target") chp_data.pop("jupyterhub") return {"routespec": routespec, "target": target, "data": chp_data} async def get_all_routes(self, client=None): """Fetch the proxy's routes.""" proxy_poll_start_time = time.perf_counter() resp = await self.api_request("", client=client) chp_routes = json.loads(resp.body.decode("utf8", "replace")) all_routes = {} for chp_path, chp_data in chp_routes.items(): routespec = self._routespec_from_chp_path(chp_path) if "jupyterhub" not in chp_data: self.log.debug("Omitting non-jupyterhub route %r", routespec) continue all_routes[routespec] = self._reformat_routespec(routespec, chp_data) PROXY_POLL_DURATION_SECONDS.observe(time.perf_counter() - proxy_poll_start_time) return all_routes
data/jupyterhub-4.0.2/jupyterhub/proxy.py
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LOAD_CONST '\nCopyright &copy; 2023 NetApp Inc.\nAll rights reserved.\n\nThis file has been automatically generated based on the ONTAP REST API documentation.\n\nYou can use this API to create, perform operations, and retrieve relevant information pertaining to MetroCluster. The GET operation fetches MetroCluster status and configuration parameters for the local and partner cluster. The PATCH operation executes a switchover, heal or switchback operation. The POST request can be used to setup a MetroCluster.\nA new MetroCluster can be set up by issuing a POST to /cluster/metrocluster. Parameters are provided in the body of the POST request.\nThe fields used for MetroCluster APIs are either required or optional and are described as follows:\nThese fields are always required for any POST /cluster/metrocluster request.\n\n* `partner_cluster.name` - Specifies the partner cluster name to which cluster peering has been established.\n* `dr_pairs` - Specifies local and DR partner node pairs. Each pair uniquely identifies a DR group.\nThis field is used to set up additional components in a MetroCluster configuration.\n\n* `mediator.*` - Specifies mediator parameters. If Mediator Assisted Unplanned Switchover (MAUSO) functionality is required, then a mediator should be configured.\n* `mccip_ports` - Specifies relevant layer 3 network configuration information for each port. These include port name, node name, IP address, gateway, and netmask. If mccip_ports is not provided, then the API automatically generates IP addresses for the ports and creates a layer 2 network configuration.\nAfter a successful POST /cluster/metrocluster is issued, an HTTP status code of 202 (Accepted) is returned along with a job UUID and a link in the body of the response. The setup job continues asynchronously and can be monitored by using the job UUID and the /cluster/jobs API. The "message" field in the response of the GET /cluster/jobs/{uuid} request shows the current step in the job, and the "state" field shows the overall state of the job.\n<br/>\n---\n```\nThis example shows the POST body when setting up a 4-node MetroCluster along with a mediator. It is required that cluster peering be established between two clusters, in this example, site "mcc_siteA" and "mcc_siteB" before issuing the POST request. Nodes "node-a" and "node-b" are HA partners and part of the local cluster "mcc_siteA", wheres nodes "node-c" and "node-d" are HA partners in the partner cluster "mcc_siteB". Specifying a single DR pairing of "node-a" and "node-c" is sufficient to identify a DR group -- "node-a" and "node-c" will be designated primary DR partners ("node-b" and "node-d" too). "node-d" will then be designated auxiliary partner of "node-a". Once the MetroCluster configuration has been completed, and since mediator parameters have been provided, the mediator will be setup and MAUSO enabled.\n/api/cluster/metrocluster\n```\n```python\nfrom netapp_ontap import HostConnection\nfrom netapp_ontap.resources import Metrocluster\n\nwith HostConnection("<mgmt-ip>", username="admin", password="password", verify=False):\n resource = Metrocluster()\n resource.partner_cluster = {"name": "mcc_siteB"}\n resource.dr_pairs = [{"node": {"name": "node-a"}, "partner": {"name": "node-c"}}]\n resource.mediator = {\n "ip_address": "1.2.3.4",\n "user": "mcc_mediator",\n "password": "openMediator",\n }\n resource.post(hydrate=True)\n print(resource)\n\n```\n\n```python\nfrom netapp_ontap import HostConnection\nfrom netapp_ontap.resources import Metrocluster\n\nwith HostConnection("<mgmt-ip>", username="admin", password="password", verify=False):\n resource = Metrocluster()\n resource.partner_cluster = {"name": "mcc_siteB"}\n resource.dr_pairs = [{"node": {"name": "node-a"}, "partner": {"name": "node-c"}}]\n resource.mediator = {\n "ip_address": "1.2.3.4",\n "user": "mcc_mediator",\n "password": "openMediator",\n }\n resource.post(hydrate=True)\n print(resource)\n\n```\n\n```\nHTTP/1.1 202 Accepted\nDate: Thu, 09 Jan 2020 20:38:05 GMT\nServer: libzapid-httpd\nX-Content-Type-Options: nosniff\nCache-Control: no-cache,no-store,must-revalidate\nLocation: /api/cluster/metrocluster\nContent-Length: 189\nContent-Type: application/hal+json\n{\n "job": {\n "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2"\n }\n }\n }\n}\n```\nUse the link provided in the response to the POST request to fetch information for the setup job.\n<br/>\n```python\nfrom netapp_ontap import HostConnection\nfrom netapp_ontap.resources import Job\n\nwith HostConnection("<mgmt-ip>", username="admin", password="password", verify=False):\n resource = Job(uuid="f23abbdb-331f-11ea-acd3-005056a708b2")\n resource.get()\n print(resource)\n\n```\n\n<br/>\nThe following is an example of the job status response returned by the running MetroCluster setup job:\n<br/>\n```\nHTTP/1.1 200 OK\nDate: Thu, 09 Jan 2020 20:40:20 GMT\nServer: libzapid-httpd\nX-Content-Type-Options: nosniff\nCache-Control: no-cache,no-store,must-revalidate\nContent-Length: 373\nContent-Type: application/hal+json\n{\n "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2",\n "description": "POST /api/cluster/metrocluster",\n "state": "running",\n "message": "Checking remote storage pool",\n "code": 2432844,\n "start_time": "2020-01-09T15:38:08-05:00",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2"\n }\n}\n```\nThis is the final update message from the setup job indicating completion.\n<br/>\n```\n{\n "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2",\n "description": "POST /api/cluster/metrocluster",\n "state": "running",\n "message": "MetroCluster setup is complete",\n "code": 2432849,\n "start_time": "2020-01-09T15:38:08-05:00",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2"\n }\n }\n}\n```\nWhen the setup job completes, the \'end_time\' field is populated, and the \'state\' and \'message\' fields report the final status.\n<br/>\n```\nHTTP/1.1 200 OK\nDate: Thu, 09 Jan 2020 20:43:54 GMT\nServer: libzapid-httpd\nX-Content-Type-Options: nosniff\nCache-Control: no-cache,no-store,must-revalidate\nContent-Length: 360\nContent-Type: application/hal+json\n{\n "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2",\n "description": "POST /api/cluster/metrocluster",\n "state": "success",\n "message": "success",\n "code": 0,\n "start_time": "2020-01-09T15:38:08-05:00",\n "end_time": "2020-01-09T15:43:50-05:00",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2"\n }\n }\n}\n```\n```python\nfrom netapp_ontap import HostConnection\nfrom netapp_ontap.resources import Metrocluster\n\nwith HostConnection("<mgmt-ip>", username="admin", password="password", verify=False):\n resource = Metrocluster()\n resource.get()\n print(resource)\n\n```\n\n<br/>\n```\nHTTP/1.1 200 OK\nDate: Thu, 09 Jan 2020 20:49:40 GMT\nServer: libzapid-httpd\nX-Content-Type-Options: nosniff\nCache-Control: no-cache,no-store,must-revalidate\nContent-Length: 849\nContent-Type: application/hal+json\n{\n "local": {\n "configuration_state": "configured",\n "periodic_check_enabled": true,\n "mode": "normal",\n "partner_cluster_reachable": true,\n "cluster": {\n "name": "mcc_siteA",\n "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2",\n "_links": {\n "self": {\n "href": "/api/cluster"\n }\n }\n }\n },\n "remote": {\n "configuration_state": "configured",\n "periodic_check_enabled": true,\n "mode": "normal",\n "cluster": {\n "name": "mcc_siteB",\n "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84",\n "_links": {\n "self": {\n "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster"\n }\n }\n }\n },\n "configuration_type": "ip_fabric",\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster"\n }\n }\n}\n```\n```python\nfrom netapp_ontap import HostConnection\nfrom netapp_ontap.resources import MetroclusterNode\n\nwith HostConnection("<mgmt-ip>", username="admin", password="password", verify=False):\n print(list(MetroclusterNode.get_collection()))\n\n```\n\n<br/>\n```\nHTTP/1.1 200 OK\nDate: Fri, 10 Jan 2020 02:26:20 GMT\nServer: libzapid-httpd\nX-Content-Type-Options: nosniff\nCache-Control: no-cache,no-store,must-revalidate\nContent-Type: application/hal+json\nTransfer-Encoding: chunked\n{\n "records": [\n {\n "dr_group_id": 1,\n "cluster": {\n "name": "mcc_siteA",\n "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2",\n "_links": {\n "self": {\n "href": "/api/cluster"\n }\n }\n },\n "node": {\n "name": "node-a",\n "uuid": "1e6b0137-30dd-11ea-82ba-005056a7c78a",\n "_links": {\n "self": {\n "href": "/api/cluster/nodes/1e6b0137-30dd-11ea-82ba-005056a7c78a"\n }\n }\n },\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster/nodes/1e6b0137-30dd-11ea-82ba-005056a7c78a"\n }\n }\n },\n {\n "dr_group_id": 1,\n "cluster": {\n "name": "mcc_siteA",\n "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2",\n "_links": {\n "self": {\n "href": "/api/cluster"\n }\n }\n },\n "node": {\n "name": "node-b",\n "uuid": "1e57ba22-30dd-11ea-8b19-005056a708b2",\n "_links": {\n "self": {\n "href": "/api/cluster/nodes/1e57ba22-30dd-11ea-8b19-005056a708b2"\n }\n }\n },\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster/nodes/1e57ba22-30dd-11ea-8b19-005056a708b2"\n }\n }\n },\n {\n "dr_group_id": 1,\n "cluster": {\n "name": "mcc_siteB",\n "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84",\n "_links": {\n "self": {\n "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster"\n }\n }\n },\n "node": {\n "name": "node-c",\n "uuid": "1e563efc-30dd-11ea-a9d3-005056a71573",\n "_links": {\n "self": {\n "href": "/api/cluster/nodes/1e563efc-30dd-11ea-a9d3-005056a71573"\n }\n }\n },\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster/nodes/1e563efc-30dd-11ea-a9d3-005056a71573"\n }\n }\n },\n {\n "dr_group_id": 1,\n "cluster": {\n "name": "mcc_siteB",\n "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84",\n "_links": {\n "self": {\n "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster"\n }\n }\n },\n "node": {\n "name": "node-d",\n "uuid": "1e400aa4-30dd-11ea-adec-005056a7dc84",\n "_links": {\n "self": {\n "href": "/api/cluster/nodes/1e400aa4-30dd-11ea-adec-005056a7dc84"\n }\n }\n },\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster/nodes/1e400aa4-30dd-11ea-adec-005056a7dc84"\n }\n }\n }\n ],\n "num_records": 4,\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster/nodes"\n }\n }\n}\n```\n---\n```\nGET https://<mgmt-ip>/api/cluster/metrocluster\n{\n "local": {\n "configuration_state": "configured",\n "periodic_check_enabled": true,\n "mode": "normal",\n "cluster": {\n "name": "cluster1",\n "uuid": "bbc00ca3-8d81-11e9-b5a9-005056826931",\n "_links": {\n "self": {\n "href": "/api/cluster"\n }\n }\n }\n },\n "remote": {\n "configuration_state": "configured",\n "periodic_check_enabled": true,\n "mode": "normal",\n "cluster": {\n "name": "cluster3",\n "uuid": "ce2cf803-8d81-11e9-87db-00505682cecf",\n "_links": {\n "self": {\n "href": "/api/cluster/peers/ce2cf803-8d81-11e9-87db-00505682cecf/cluster"\n }\n }\n }\n },\n "_links": {\n "self": {\n "href": "/api/cluster/metrocluster"\n }\n }\n}\n```\n---\nPATCH is used to initiate a variety of operations by specifying one of the following values in the "action" parameter:\n\n* `switchover` - Initiates an Unplanned Switchover (USO).\n* `negotiated_switchover` - Indicates that an Negotiated switchover (NSO) is to be performed.\n* `negotiated_switchover_simulate` - Provides validation in preparation for NSO but does not perform the operation.\n* `switchback` - Indicates that a switchback is to be performed.\n* `switchback_simulate` - Provides validation for switchback but does not commit the operation.\n* `heal_aggregates` - Indicates that the aggregates phase of the heal operation is to be performed.\n* `heal_root_aggregates` - Indicates that the root aggregates phase of the heal operation is to be performed.\n```\nPATCH https://<mgmt-ip>/api/cluster/metrocluster?action=switchover\n{\n "job": {\n "uuid": "70e54274-57ee-11e9-aa33-005056820b99",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99"\n }\n }\n }\n}\n```\nThis returns a job UUID. A subsequent GET for this job should return the following:\n<br/>\n```\nGET https://<mgmt-ip>/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99\n{\n "uuid": "70e54274-57ee-11e9-aa33-005056820b99",\n "description": "MetroCluster Switchover Job",\n "state": "success",\n "message": "Complete: Switchover is successful.",\n "code": 0,\n "start_time": "2019-04-05T15:02:02-07:00",\n "end_time": "2019-04-05T15:02:30-07:00",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99"\n }\n }\n}\n```\n<br/>\n```\nPATCH https://<mgmt-ip>/api/cluster/metrocluster?action=switchback\n{\n "job": {\n "uuid": "a62714cc-57ec-11e9-aa33-005056820b99",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99"\n }\n }\n }\n}\n```\nThis returns a job UUID with a link to the job. A subsequent GET for this job UUID can be used to retrieve the completion status of the operation:\n<br/>\n```\nGET https://<mgmt-ip>/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99\n{\n "uuid": "a62714cc-57ec-11e9-aa33-005056820b99",\n "description": "MetroCluster Switchback Job",\n "state": "success",\n "message": "Complete: Switchback is successful.",\n "code": 0,\n "start_time": "2019-04-05T14:49:12-07:00",\n "end_time": "2019-04-05T14:50:12-07:00",\n "_links": {\n "self": {\n "href": "/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99"\n }\n }\n}\n```' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME asyncio STORE_NAME asyncio LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST ('Callable', 'Iterable', 'List', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP SETUP_EXCEPT to 118 LOAD_CONST False STORE_NAME RECLINE_INSTALLED LOAD_CONST 0 LOAD_CONST None IMPORT_NAME recline STORE_NAME recline LOAD_CONST 0 LOAD_CONST ('Choices',) IMPORT_NAME recline.arg_types.choices IMPORT_FROM Choices STORE_NAME Choices POP_TOP LOAD_CONST 0 LOAD_CONST ('ReclineCommandError',) IMPORT_NAME recline.commands IMPORT_FROM ReclineCommandError STORE_NAME ReclineCommandError POP_TOP LOAD_CONST 0 LOAD_CONST ('ResourceTable',) IMPORT_NAME netapp_ontap.resource_table IMPORT_FROM ResourceTable STORE_NAME ResourceTable POP_TOP LOAD_CONST True STORE_NAME RECLINE_INSTALLED POP_BLOCK JUMP_FORWARD to 138 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 138 END_FINALLY LOAD_CONST 0 LOAD_CONST ('fields', 'EXCLUDE') IMPORT_NAME marshmallow IMPORT_FROM fields STORE_NAME marshmallow_fields IMPORT_FROM EXCLUDE STORE_NAME EXCLUDE POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME netapp_ontap STORE_NAME netapp_ontap LOAD_CONST 0 LOAD_CONST ('Resource', 'ResourceSchema', 'ResourceSchemaMeta', 'ImpreciseDateTime', 'Size') IMPORT_NAME netapp_ontap.resource IMPORT_FROM Resource STORE_NAME Resource IMPORT_FROM ResourceSchema STORE_NAME ResourceSchema IMPORT_FROM ResourceSchemaMeta STORE_NAME ResourceSchemaMeta IMPORT_FROM ImpreciseDateTime STORE_NAME ImpreciseDateTime IMPORT_FROM Size STORE_NAME Size POP_TOP LOAD_CONST 0 LOAD_CONST ('RawResource',) IMPORT_NAME netapp_ontap.raw_resource IMPORT_FROM RawResource STORE_NAME RawResource POP_TOP LOAD_CONST 0 LOAD_CONST ('NetAppResponse', 'HostConnection') IMPORT_NAME netapp_ontap IMPORT_FROM NetAppResponse STORE_NAME NetAppResponse IMPORT_FROM HostConnection STORE_NAME HostConnection POP_TOP LOAD_CONST 0 LOAD_CONST ('enum_validation', 'len_validation', 'integer_validation') IMPORT_NAME netapp_ontap.validations IMPORT_FROM enum_validation STORE_NAME enum_validation IMPORT_FROM len_validation STORE_NAME len_validation IMPORT_FROM integer_validation STORE_NAME integer_validation POP_TOP LOAD_CONST 0 LOAD_CONST ('NetAppRestError',) IMPORT_NAME netapp_ontap.error IMPORT_FROM NetAppRestError STORE_NAME NetAppRestError POP_TOP LOAD_CONST 'Metrocluster' LOAD_CONST 'MetroclusterSchema' BUILD_LIST STORE_NAME __all__ LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('MetroclusterSchema.resource', 'MetroclusterSchema.opts', 'Metrocluster.metrocluster_show', 'Metrocluster.metrocluster_create', 'Metrocluster.metrocluster_modify', 'Metrocluster.metrocluster_delete') BUILD_CONST_KEY_MAP STORE_NAME __pdoc__ LOAD_BUILD_CLASS LOAD_CONST <code object MetroclusterSchema at 0x7fab42351f60, file "f.py", line 510> LOAD_CONST 'MetroclusterSchema' MAKE_FUNCTION LOAD_CONST 'MetroclusterSchema' LOAD_NAME ResourceSchema LOAD_NAME ResourceSchemaMeta LOAD_CONST ('metaclass',) CALL_FUNCTION STORE_NAME MetroclusterSchema LOAD_NAME str LOAD_NAME Callable BUILD_LIST LOAD_NAME List BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('field', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_field_list at 0x7fab4272aed0, file "f.py", line 625> LOAD_CONST '_get_field_list' MAKE_FUNCTION STORE_NAME _get_field_list LOAD_NAME NetAppResponse LOAD_CONST None LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _wait_for_job at 0x7fab4272a420, file "f.py", line 632> LOAD_CONST '_wait_for_job' MAKE_FUNCTION STORE_NAME _wait_for_job LOAD_BUILD_CLASS LOAD_CONST <code object Metrocluster at 0x7fab4272a030, file "f.py", line 653> LOAD_CONST 'Metrocluster' MAKE_FUNCTION LOAD_CONST 'Metrocluster' LOAD_NAME Resource CALL_FUNCTION STORE_NAME Metrocluster LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MetroclusterSchema' STORE_NAME __qualname__ LOAD_CONST 'The fields of the Metrocluster object' STORE_NAME __doc__ LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.models.self_link.SelfLinkSchema' LOAD_CONST '_links' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('data_key', 'unknown', 'allow_none') CALL_FUNCTION STORE_NAME links LOAD_NAME marshmallow_fields LOAD_ATTR Str LOAD_CONST 'configuration_type' LOAD_NAME enum_validation LOAD_CONST 'invalid' LOAD_CONST 'stretch' LOAD_CONST 'fabric' LOAD_CONST 'two_node_fabric' LOAD_CONST 'ip_fabric' LOAD_CONST 'ip_two_node_fabric' LOAD_CONST 'mixed_fabric' BUILD_LIST CALL_FUNCTION LOAD_CONST True LOAD_CONST ('data_key', 'validate', 'allow_none') CALL_FUNCTION STORE_NAME configuration_type LOAD_NAME marshmallow_fields LOAD_ATTR List LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.models.dr_pair.DrPairSchema' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('unknown', 'allow_none') CALL_FUNCTION LOAD_CONST 'dr_pairs' LOAD_CONST True LOAD_CONST ('data_key', 'allow_none') CALL_FUNCTION STORE_NAME dr_pairs LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.models.metrocluster_local.MetroclusterLocalSchema' LOAD_CONST 'local' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('data_key', 'unknown', 'allow_none') CALL_FUNCTION STORE_NAME local LOAD_NAME marshmallow_fields LOAD_ATTR List LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.models.mccip_port.MccipPortSchema' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('unknown', 'allow_none') CALL_FUNCTION LOAD_CONST 'mccip_ports' LOAD_CONST True LOAD_CONST ('data_key', 'allow_none') CALL_FUNCTION STORE_NAME mccip_ports LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.resources.mediator.MediatorSchema' LOAD_CONST 'mediator' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('data_key', 'unknown', 'allow_none') CALL_FUNCTION STORE_NAME mediator LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.resources.cluster.ClusterSchema' LOAD_CONST 'partner_cluster' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('data_key', 'unknown', 'allow_none') CALL_FUNCTION STORE_NAME partner_cluster LOAD_NAME marshmallow_fields LOAD_ATTR Nested LOAD_CONST 'netapp_ontap.models.metrocluster_remote.MetroclusterRemoteSchema' LOAD_CONST 'remote' LOAD_NAME EXCLUDE LOAD_CONST True LOAD_CONST ('data_key', 'unknown', 'allow_none') CALL_FUNCTION STORE_NAME remote LOAD_NAME property LOAD_CONST <code object resource at 0x7fab423516f0, file "f.py", line 600> LOAD_CONST 'MetroclusterSchema.resource' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource LOAD_CONST 'links' LOAD_CONST 'configuration_type' LOAD_CONST 'local' LOAD_CONST 'remote' BUILD_LIST STORE_NAME gettable_fields BUILD_LIST STORE_NAME patchable_fields LOAD_CONST 'dr_pairs' LOAD_CONST 'mccip_ports' LOAD_CONST 'mediator' LOAD_CONST 'partner_cluster.name' LOAD_CONST 'partner_cluster.uuid' BUILD_LIST STORE_NAME postable_fields LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Metrocluster RETURN_VALUE LOAD_CLOSURE field BUILD_TUPLE LOAD_CONST <code object getter at 0x7fab4272adb0, file "f.py", line 626> LOAD_CONST '_get_field_list.<locals>.getter' MAKE_FUNCTION STORE_FAST getter LOAD_FAST getter RETURN_VALUE LOAD_CLOSURE field BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab4272ae40, file "f.py", line 627> LOAD_CONST '_get_field_list.<locals>.getter.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL Metrocluster LOAD_ATTR get_collection LOAD_DEREF field LOAD_CONST ('fields',) CALL_FUNCTION GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST r LOAD_GLOBAL getattr LOAD_FAST r LOAD_DEREF field CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST response LOAD_ATTR is_job POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('Job',) IMPORT_NAME netapp_ontap.resources IMPORT_FROM Job STORE_FAST Job POP_TOP LOAD_FAST Job BUILD_TUPLE LOAD_FAST response LOAD_ATTR http_response LOAD_METHOD json CALL_METHOD LOAD_CONST 'job' BINARY_SUBSCR CALL_FUNCTION STORE_FAST job SETUP_LOOP to 136 LOAD_FAST job LOAD_ATTR get LOAD_CONST 'state,message' LOAD_CONST ('fields',) CALL_FUNCTION POP_TOP LOAD_GLOBAL hasattr LOAD_FAST job LOAD_CONST 'message' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST '[%s]: %s' LOAD_FAST job LOAD_ATTR state LOAD_FAST job LOAD_ATTR message BUILD_TUPLE BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST job LOAD_ATTR state LOAD_CONST 'failure' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL NetAppRestError LOAD_CONST 'Metrocluster modify job failed' CALL_FUNCTION RAISE_VARARGS LOAD_FAST job LOAD_ATTR state LOAD_CONST 'success' COMPARE_OP == POP_JUMP_IF_FALSE BREAK_LOOP LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 1 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Metrocluster' STORE_NAME __qualname__ LOAD_CONST 'Holds MetroCluster status and configuration parameters for the local and remote clusters. REST: /api/cluster/metrocluster' STORE_NAME __doc__ LOAD_NAME MetroclusterSchema STORE_NAME _schema LOAD_CONST '/api/cluster/metrocluster' STORE_NAME _path LOAD_NAME NetAppResponse LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7fab4272a6f0, file "f.py", line 659> LOAD_CONST 'Metrocluster.get' MAKE_FUNCTION STORE_NAME get LOAD_NAME get DUP_TOP LOAD_ATTR __doc__ LOAD_CONST '\n\n---\n' LOAD_NAME inspect LOAD_METHOD cleandoc LOAD_NAME Resource LOAD_ATTR _get LOAD_ATTR __doc__ CALL_METHOD BINARY_ADD INPLACE_ADD ROT_TWO STORE_ATTR __doc__ LOAD_NAME RECLINE_INSTALLED POP_JUMP_IF_FALSE LOAD_NAME recline LOAD_ATTR command LOAD_CONST 'metrocluster show' LOAD_CONST ('name',) CALL_FUNCTION LOAD_CONST (None,) LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME ResourceTable LOAD_CONST ('fields', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object metrocluster_show at 0x7fab4272a780, file "f.py", line 668> LOAD_CONST 'Metrocluster.metrocluster_show' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metrocluster_show LOAD_CONST (False, True, None, None) LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME NetAppResponse LOAD_CONST ('hydrate', 'poll', 'poll_interval', 'poll_timeout', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object post at 0x7fab4272a5d0, file "f.py", line 689> LOAD_CONST 'Metrocluster.post' MAKE_FUNCTION STORE_NAME post LOAD_NAME post DUP_TOP LOAD_ATTR __doc__ LOAD_CONST '\n\n---\n' LOAD_NAME inspect LOAD_METHOD cleandoc LOAD_NAME Resource LOAD_ATTR _post LOAD_ATTR __doc__ CALL_METHOD BINARY_ADD INPLACE_ADD ROT_TWO STORE_ATTR __doc__ LOAD_NAME RECLINE_INSTALLED POP_JUMP_IF_FALSE LOAD_NAME recline LOAD_ATTR command LOAD_CONST 'metrocluster create' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME ResourceTable LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metrocluster_create at 0x7fab4272a1e0, file "f.py", line 723> LOAD_CONST 'Metrocluster.metrocluster_create' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metrocluster_create LOAD_CONST (False, True, None, None) LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME NetAppResponse LOAD_CONST ('hydrate', 'poll', 'poll_interval', 'poll_timeout', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object patch at 0x7fab4272a270, file "f.py", line 765> LOAD_CONST 'Metrocluster.patch' MAKE_FUNCTION STORE_NAME patch LOAD_NAME patch DUP_TOP LOAD_ATTR __doc__ LOAD_CONST '\n\n---\n' LOAD_NAME inspect LOAD_METHOD cleandoc LOAD_NAME Resource LOAD_ATTR _patch LOAD_ATTR __doc__ CALL_METHOD BINARY_ADD INPLACE_ADD ROT_TWO STORE_ATTR __doc__ LOAD_NAME RECLINE_INSTALLED EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME recline LOAD_ATTR command LOAD_CONST 'metrocluster modify' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME ResourceTable LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metrocluster_modify at 0x7fab4272ad20, file "f.py", line 787> LOAD_CONST 'Metrocluster.metrocluster_modify' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metrocluster_modify LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _get BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL configuration_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL configuration_type LOAD_FAST kwargs LOAD_CONST 'configuration_type' STORE_SUBSCR LOAD_FAST fields LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST ',' LOAD_METHOD join LOAD_FAST fields CALL_METHOD STORE_FAST fields LOAD_FAST fields LOAD_FAST kwargs LOAD_CONST 'fields' STORE_SUBSCR LOAD_GLOBAL Metrocluster BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST resource LOAD_FAST resource LOAD_METHOD get CALL_METHOD POP_TOP LOAD_FAST resource BUILD_LIST RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _post BUILD_TUPLE LOAD_FAST hydrate LOAD_FAST poll LOAD_FAST poll_interval LOAD_FAST poll_timeout LOAD_CONST ('hydrate', 'poll', 'poll_interval', 'poll_timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL links LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL links LOAD_FAST kwargs LOAD_CONST 'links' STORE_SUBSCR LOAD_GLOBAL configuration_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL configuration_type LOAD_FAST kwargs LOAD_CONST 'configuration_type' STORE_SUBSCR LOAD_GLOBAL dr_pairs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL dr_pairs LOAD_FAST kwargs LOAD_CONST 'dr_pairs' STORE_SUBSCR LOAD_GLOBAL local LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL local LOAD_FAST kwargs LOAD_CONST 'local' STORE_SUBSCR LOAD_GLOBAL mccip_ports LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL mccip_ports LOAD_FAST kwargs LOAD_CONST 'mccip_ports' STORE_SUBSCR LOAD_GLOBAL mediator LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL mediator LOAD_FAST kwargs LOAD_CONST 'mediator' STORE_SUBSCR LOAD_GLOBAL partner_cluster LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL partner_cluster LOAD_FAST kwargs LOAD_CONST 'partner_cluster' STORE_SUBSCR LOAD_GLOBAL remote LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL remote LOAD_FAST kwargs LOAD_CONST 'remote' STORE_SUBSCR LOAD_GLOBAL Metrocluster BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST resource SETUP_EXCEPT to 184 LOAD_FAST resource LOAD_ATTR post LOAD_CONST True LOAD_CONST False LOAD_CONST ('hydrate', 'poll') CALL_FUNCTION STORE_FAST response LOAD_GLOBAL _wait_for_job LOAD_FAST response CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST resource LOAD_METHOD get CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 230 DUP_TOP LOAD_GLOBAL NetAppRestError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 216 LOAD_GLOBAL ReclineCommandError LOAD_CONST 'Unable to create Metrocluster: %s' LOAD_FAST err BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 230 END_FINALLY LOAD_FAST resource BUILD_LIST RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _patch BUILD_TUPLE LOAD_FAST hydrate LOAD_FAST poll LOAD_FAST poll_interval LOAD_FAST poll_timeout LOAD_CONST ('hydrate', 'poll', 'poll_interval', 'poll_timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST kwargs BUILD_MAP STORE_FAST changes LOAD_GLOBAL query_configuration_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL query_configuration_type LOAD_FAST kwargs LOAD_CONST 'configuration_type' STORE_SUBSCR LOAD_GLOBAL configuration_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL configuration_type LOAD_FAST changes LOAD_CONST 'configuration_type' STORE_SUBSCR LOAD_GLOBAL hasattr LOAD_GLOBAL Metrocluster LOAD_CONST 'find' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL Metrocluster LOAD_ATTR find BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST resource JUMP_FORWARD to 70 LOAD_GLOBAL Metrocluster CALL_FUNCTION STORE_FAST resource SETUP_EXCEPT to 160 SETUP_LOOP to 106 LOAD_FAST changes LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 104 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL setattr LOAD_FAST resource LOAD_FAST key LOAD_FAST value CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST resource LOAD_ATTR patch LOAD_CONST False LOAD_CONST ('poll',) CALL_FUNCTION STORE_FAST response LOAD_GLOBAL _wait_for_job LOAD_FAST response CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST resource LOAD_ATTR get LOAD_CONST ',' LOAD_METHOD join LOAD_FAST changes LOAD_METHOD keys CALL_METHOD CALL_METHOD LOAD_CONST ('fields',) CALL_FUNCTION POP_TOP LOAD_FAST resource BUILD_LIST RETURN_VALUE DUP_TOP LOAD_GLOBAL NetAppRestError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 192 LOAD_GLOBAL ReclineCommandError LOAD_CONST 'Unable to modify Metrocluster: %s' LOAD_FAST err BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 206 END_FINALLY LOAD_CONST None RETURN_VALUE
r""" Copyright &copy; 2023 NetApp Inc. All rights reserved. This file has been automatically generated based on the ONTAP REST API documentation. You can use this API to create, perform operations, and retrieve relevant information pertaining to MetroCluster. The GET operation fetches MetroCluster status and configuration parameters for the local and partner cluster. The PATCH operation executes a switchover, heal or switchback operation. The POST request can be used to setup a MetroCluster. A new MetroCluster can be set up by issuing a POST to /cluster/metrocluster. Parameters are provided in the body of the POST request. The fields used for MetroCluster APIs are either required or optional and are described as follows: These fields are always required for any POST /cluster/metrocluster request. * `partner_cluster.name` - Specifies the partner cluster name to which cluster peering has been established. * `dr_pairs` - Specifies local and DR partner node pairs. Each pair uniquely identifies a DR group. This field is used to set up additional components in a MetroCluster configuration. * `mediator.*` - Specifies mediator parameters. If Mediator Assisted Unplanned Switchover (MAUSO) functionality is required, then a mediator should be configured. * `mccip_ports` - Specifies relevant layer 3 network configuration information for each port. These include port name, node name, IP address, gateway, and netmask. If mccip_ports is not provided, then the API automatically generates IP addresses for the ports and creates a layer 2 network configuration. After a successful POST /cluster/metrocluster is issued, an HTTP status code of 202 (Accepted) is returned along with a job UUID and a link in the body of the response. The setup job continues asynchronously and can be monitored by using the job UUID and the /cluster/jobs API. The "message" field in the response of the GET /cluster/jobs/{uuid} request shows the current step in the job, and the "state" field shows the overall state of the job. <br/> --- ``` This example shows the POST body when setting up a 4-node MetroCluster along with a mediator. It is required that cluster peering be established between two clusters, in this example, site "mcc_siteA" and "mcc_siteB" before issuing the POST request. Nodes "node-a" and "node-b" are HA partners and part of the local cluster "mcc_siteA", wheres nodes "node-c" and "node-d" are HA partners in the partner cluster "mcc_siteB". Specifying a single DR pairing of "node-a" and "node-c" is sufficient to identify a DR group -- "node-a" and "node-c" will be designated primary DR partners ("node-b" and "node-d" too). "node-d" will then be designated auxiliary partner of "node-a". Once the MetroCluster configuration has been completed, and since mediator parameters have been provided, the mediator will be setup and MAUSO enabled. /api/cluster/metrocluster ``` ```python from netapp_ontap import HostConnection from netapp_ontap.resources import Metrocluster with HostConnection("<mgmt-ip>", username="admin", password="password", verify=False): resource = Metrocluster() resource.partner_cluster = {"name": "mcc_siteB"} resource.dr_pairs = [{"node": {"name": "node-a"}, "partner": {"name": "node-c"}}] resource.mediator = { "ip_address": "1.2.3.4", "user": "mcc_mediator", "password": "openMediator", } resource.post(hydrate=True) print(resource) ``` ```python from netapp_ontap import HostConnection from netapp_ontap.resources import Metrocluster with HostConnection("<mgmt-ip>", username="admin", password="password", verify=False): resource = Metrocluster() resource.partner_cluster = {"name": "mcc_siteB"} resource.dr_pairs = [{"node": {"name": "node-a"}, "partner": {"name": "node-c"}}] resource.mediator = { "ip_address": "1.2.3.4", "user": "mcc_mediator", "password": "openMediator", } resource.post(hydrate=True) print(resource) ``` ``` HTTP/1.1 202 Accepted Date: Thu, 09 Jan 2020 20:38:05 GMT Server: libzapid-httpd X-Content-Type-Options: nosniff Cache-Control: no-cache,no-store,must-revalidate Location: /api/cluster/metrocluster Content-Length: 189 Content-Type: application/hal+json { "job": { "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2", "_links": { "self": { "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2" } } } } ``` Use the link provided in the response to the POST request to fetch information for the setup job. <br/> ```python from netapp_ontap import HostConnection from netapp_ontap.resources import Job with HostConnection("<mgmt-ip>", username="admin", password="password", verify=False): resource = Job(uuid="f23abbdb-331f-11ea-acd3-005056a708b2") resource.get() print(resource) ``` <br/> The following is an example of the job status response returned by the running MetroCluster setup job: <br/> ``` HTTP/1.1 200 OK Date: Thu, 09 Jan 2020 20:40:20 GMT Server: libzapid-httpd X-Content-Type-Options: nosniff Cache-Control: no-cache,no-store,must-revalidate Content-Length: 373 Content-Type: application/hal+json { "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2", "description": "POST /api/cluster/metrocluster", "state": "running", "message": "Checking remote storage pool", "code": 2432844, "start_time": "2020-01-09T15:38:08-05:00", "_links": { "self": { "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2" } } ``` This is the final update message from the setup job indicating completion. <br/> ``` { "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2", "description": "POST /api/cluster/metrocluster", "state": "running", "message": "MetroCluster setup is complete", "code": 2432849, "start_time": "2020-01-09T15:38:08-05:00", "_links": { "self": { "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2" } } } ``` When the setup job completes, the 'end_time' field is populated, and the 'state' and 'message' fields report the final status. <br/> ``` HTTP/1.1 200 OK Date: Thu, 09 Jan 2020 20:43:54 GMT Server: libzapid-httpd X-Content-Type-Options: nosniff Cache-Control: no-cache,no-store,must-revalidate Content-Length: 360 Content-Type: application/hal+json { "uuid": "f23abbdb-331f-11ea-acd3-005056a708b2", "description": "POST /api/cluster/metrocluster", "state": "success", "message": "success", "code": 0, "start_time": "2020-01-09T15:38:08-05:00", "end_time": "2020-01-09T15:43:50-05:00", "_links": { "self": { "href": "/api/cluster/jobs/f23abbdb-331f-11ea-acd3-005056a708b2" } } } ``` ```python from netapp_ontap import HostConnection from netapp_ontap.resources import Metrocluster with HostConnection("<mgmt-ip>", username="admin", password="password", verify=False): resource = Metrocluster() resource.get() print(resource) ``` <br/> ``` HTTP/1.1 200 OK Date: Thu, 09 Jan 2020 20:49:40 GMT Server: libzapid-httpd X-Content-Type-Options: nosniff Cache-Control: no-cache,no-store,must-revalidate Content-Length: 849 Content-Type: application/hal+json { "local": { "configuration_state": "configured", "periodic_check_enabled": true, "mode": "normal", "partner_cluster_reachable": true, "cluster": { "name": "mcc_siteA", "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2", "_links": { "self": { "href": "/api/cluster" } } } }, "remote": { "configuration_state": "configured", "periodic_check_enabled": true, "mode": "normal", "cluster": { "name": "mcc_siteB", "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84", "_links": { "self": { "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster" } } } }, "configuration_type": "ip_fabric", "_links": { "self": { "href": "/api/cluster/metrocluster" } } } ``` ```python from netapp_ontap import HostConnection from netapp_ontap.resources import MetroclusterNode with HostConnection("<mgmt-ip>", username="admin", password="password", verify=False): print(list(MetroclusterNode.get_collection())) ``` <br/> ``` HTTP/1.1 200 OK Date: Fri, 10 Jan 2020 02:26:20 GMT Server: libzapid-httpd X-Content-Type-Options: nosniff Cache-Control: no-cache,no-store,must-revalidate Content-Type: application/hal+json Transfer-Encoding: chunked { "records": [ { "dr_group_id": 1, "cluster": { "name": "mcc_siteA", "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2", "_links": { "self": { "href": "/api/cluster" } } }, "node": { "name": "node-a", "uuid": "1e6b0137-30dd-11ea-82ba-005056a7c78a", "_links": { "self": { "href": "/api/cluster/nodes/1e6b0137-30dd-11ea-82ba-005056a7c78a" } } }, "_links": { "self": { "href": "/api/cluster/metrocluster/nodes/1e6b0137-30dd-11ea-82ba-005056a7c78a" } } }, { "dr_group_id": 1, "cluster": { "name": "mcc_siteA", "uuid": "4294c4f2-30e2-11ea-8cac-005056a708b2", "_links": { "self": { "href": "/api/cluster" } } }, "node": { "name": "node-b", "uuid": "1e57ba22-30dd-11ea-8b19-005056a708b2", "_links": { "self": { "href": "/api/cluster/nodes/1e57ba22-30dd-11ea-8b19-005056a708b2" } } }, "_links": { "self": { "href": "/api/cluster/metrocluster/nodes/1e57ba22-30dd-11ea-8b19-005056a708b2" } } }, { "dr_group_id": 1, "cluster": { "name": "mcc_siteB", "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84", "_links": { "self": { "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster" } } }, "node": { "name": "node-c", "uuid": "1e563efc-30dd-11ea-a9d3-005056a71573", "_links": { "self": { "href": "/api/cluster/nodes/1e563efc-30dd-11ea-a9d3-005056a71573" } } }, "_links": { "self": { "href": "/api/cluster/metrocluster/nodes/1e563efc-30dd-11ea-a9d3-005056a71573" } } }, { "dr_group_id": 1, "cluster": { "name": "mcc_siteB", "uuid": "4207c6a5-30e2-11ea-be25-005056a7dc84", "_links": { "self": { "href": "/api/cluster/peers/4207c6a5-30e2-11ea-be25-005056a7dc84/cluster" } } }, "node": { "name": "node-d", "uuid": "1e400aa4-30dd-11ea-adec-005056a7dc84", "_links": { "self": { "href": "/api/cluster/nodes/1e400aa4-30dd-11ea-adec-005056a7dc84" } } }, "_links": { "self": { "href": "/api/cluster/metrocluster/nodes/1e400aa4-30dd-11ea-adec-005056a7dc84" } } } ], "num_records": 4, "_links": { "self": { "href": "/api/cluster/metrocluster/nodes" } } } ``` --- ``` GET https://<mgmt-ip>/api/cluster/metrocluster { "local": { "configuration_state": "configured", "periodic_check_enabled": true, "mode": "normal", "cluster": { "name": "cluster1", "uuid": "bbc00ca3-8d81-11e9-b5a9-005056826931", "_links": { "self": { "href": "/api/cluster" } } } }, "remote": { "configuration_state": "configured", "periodic_check_enabled": true, "mode": "normal", "cluster": { "name": "cluster3", "uuid": "ce2cf803-8d81-11e9-87db-00505682cecf", "_links": { "self": { "href": "/api/cluster/peers/ce2cf803-8d81-11e9-87db-00505682cecf/cluster" } } } }, "_links": { "self": { "href": "/api/cluster/metrocluster" } } } ``` --- PATCH is used to initiate a variety of operations by specifying one of the following values in the "action" parameter: * `switchover` - Initiates an Unplanned Switchover (USO). * `negotiated_switchover` - Indicates that an Negotiated switchover (NSO) is to be performed. * `negotiated_switchover_simulate` - Provides validation in preparation for NSO but does not perform the operation. * `switchback` - Indicates that a switchback is to be performed. * `switchback_simulate` - Provides validation for switchback but does not commit the operation. * `heal_aggregates` - Indicates that the aggregates phase of the heal operation is to be performed. * `heal_root_aggregates` - Indicates that the root aggregates phase of the heal operation is to be performed. ``` PATCH https://<mgmt-ip>/api/cluster/metrocluster?action=switchover { "job": { "uuid": "70e54274-57ee-11e9-aa33-005056820b99", "_links": { "self": { "href": "/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99" } } } } ``` This returns a job UUID. A subsequent GET for this job should return the following: <br/> ``` GET https://<mgmt-ip>/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99 { "uuid": "70e54274-57ee-11e9-aa33-005056820b99", "description": "MetroCluster Switchover Job", "state": "success", "message": "Complete: Switchover is successful.", "code": 0, "start_time": "2019-04-05T15:02:02-07:00", "end_time": "2019-04-05T15:02:30-07:00", "_links": { "self": { "href": "/api/cluster/jobs/70e54274-57ee-11e9-aa33-005056820b99" } } } ``` <br/> ``` PATCH https://<mgmt-ip>/api/cluster/metrocluster?action=switchback { "job": { "uuid": "a62714cc-57ec-11e9-aa33-005056820b99", "_links": { "self": { "href": "/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99" } } } } ``` This returns a job UUID with a link to the job. A subsequent GET for this job UUID can be used to retrieve the completion status of the operation: <br/> ``` GET https://<mgmt-ip>/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99 { "uuid": "a62714cc-57ec-11e9-aa33-005056820b99", "description": "MetroCluster Switchback Job", "state": "success", "message": "Complete: Switchback is successful.", "code": 0, "start_time": "2019-04-05T14:49:12-07:00", "end_time": "2019-04-05T14:50:12-07:00", "_links": { "self": { "href": "/api/cluster/jobs/a62714cc-57ec-11e9-aa33-005056820b99" } } } ```""" import asyncio from datetime import datetime import inspect from typing import Callable, Iterable, List, Optional, Union try: RECLINE_INSTALLED = False import recline from recline.arg_types.choices import Choices from recline.commands import ReclineCommandError from netapp_ontap.resource_table import ResourceTable RECLINE_INSTALLED = True except ImportError: pass from marshmallow import fields as marshmallow_fields, EXCLUDE # type: ignore import netapp_ontap from netapp_ontap.resource import ( Resource, ResourceSchema, ResourceSchemaMeta, ImpreciseDateTime, Size, ) from netapp_ontap.raw_resource import RawResource from netapp_ontap import NetAppResponse, HostConnection from netapp_ontap.validations import enum_validation, len_validation, integer_validation from netapp_ontap.error import NetAppRestError __all__ = ["Metrocluster", "MetroclusterSchema"] __pdoc__ = { "MetroclusterSchema.resource": False, "MetroclusterSchema.opts": False, "Metrocluster.metrocluster_show": False, "Metrocluster.metrocluster_create": False, "Metrocluster.metrocluster_modify": False, "Metrocluster.metrocluster_delete": False, } class MetroclusterSchema(ResourceSchema, metaclass=ResourceSchemaMeta): """The fields of the Metrocluster object""" links = marshmallow_fields.Nested( "netapp_ontap.models.self_link.SelfLinkSchema", data_key="_links", unknown=EXCLUDE, allow_none=True, ) r""" The links field of the metrocluster.""" configuration_type = marshmallow_fields.Str( data_key="configuration_type", validate=enum_validation( [ "invalid", "stretch", "fabric", "two_node_fabric", "ip_fabric", "ip_two_node_fabric", "mixed_fabric", ] ), allow_none=True, ) r""" Displays the MetroCluster configuration type. Valid choices: * invalid * stretch * fabric * two_node_fabric * ip_fabric * ip_two_node_fabric * mixed_fabric""" dr_pairs = marshmallow_fields.List( marshmallow_fields.Nested( "netapp_ontap.models.dr_pair.DrPairSchema", unknown=EXCLUDE, allow_none=True ), data_key="dr_pairs", allow_none=True, ) r""" DR Pairs to create as part of a MetroCluster configure.""" local = marshmallow_fields.Nested( "netapp_ontap.models.metrocluster_local.MetroclusterLocalSchema", data_key="local", unknown=EXCLUDE, allow_none=True, ) r""" The local field of the metrocluster.""" mccip_ports = marshmallow_fields.List( marshmallow_fields.Nested( "netapp_ontap.models.mccip_port.MccipPortSchema", unknown=EXCLUDE, allow_none=True, ), data_key="mccip_ports", allow_none=True, ) r""" List of Port specifications.""" mediator = marshmallow_fields.Nested( "netapp_ontap.resources.mediator.MediatorSchema", data_key="mediator", unknown=EXCLUDE, allow_none=True, ) r""" The mediator field of the metrocluster.""" partner_cluster = marshmallow_fields.Nested( "netapp_ontap.resources.cluster.ClusterSchema", data_key="partner_cluster", unknown=EXCLUDE, allow_none=True, ) r""" The partner_cluster field of the metrocluster.""" remote = marshmallow_fields.Nested( "netapp_ontap.models.metrocluster_remote.MetroclusterRemoteSchema", data_key="remote", unknown=EXCLUDE, allow_none=True, ) r""" The remote field of the metrocluster.""" @property def resource(self): return Metrocluster gettable_fields = [ "links", "configuration_type", "local", "remote", ] """links,configuration_type,local,remote,""" patchable_fields = [] """""" postable_fields = [ "dr_pairs", "mccip_ports", "mediator", "partner_cluster.name", "partner_cluster.uuid", ] """dr_pairs,mccip_ports,mediator,partner_cluster.name,partner_cluster.uuid,""" def _get_field_list(field: str) -> Callable[[], List]: def getter(): return [getattr(r, field) for r in Metrocluster.get_collection(fields=field)] return getter async def _wait_for_job(response: NetAppResponse) -> None: """Examine the given response. If it is a job, asynchronously wait for it to complete. While polling, prints the current status message of the job. """ if not response.is_job: return from netapp_ontap.resources import Job job = Job(**response.http_response.json()["job"]) while True: job.get(fields="state,message") if hasattr(job, "message"): print("[%s]: %s" % (job.state, job.message)) if job.state == "failure": raise NetAppRestError("Metrocluster modify job failed") if job.state == "success": break await asyncio.sleep(1) class Metrocluster(Resource): r"""Holds MetroCluster status and configuration parameters for the local and remote clusters. REST: /api/cluster/metrocluster""" _schema = MetroclusterSchema _path = "/api/cluster/metrocluster" def get(self, **kwargs) -> NetAppResponse: r"""Retrieves MetroCluster status and configuration details. * [`DOC /cluster/metrocluster`](#docs-cluster-cluster_metrocluster)""" return super()._get(**kwargs) get.__doc__ += "\n\n---\n" + inspect.cleandoc(Resource._get.__doc__) if RECLINE_INSTALLED: @recline.command(name="metrocluster show") def metrocluster_show( fields: List[str] = None, ) -> ResourceTable: """Fetch a single Metrocluster resource Args: configuration_type: Displays the MetroCluster configuration type. """ kwargs = {} if configuration_type is not None: kwargs["configuration_type"] = configuration_type if fields is not None: fields = ",".join(fields) kwargs["fields"] = fields resource = Metrocluster(**kwargs) resource.get() return [resource] def post( self, hydrate: bool = False, poll: bool = True, poll_interval: Optional[int] = None, poll_timeout: Optional[int] = None, **kwargs ) -> NetAppResponse: r"""Sets up a MetroCluster. * `partner_cluster.name` * `dr_pairs` * `mediator.*` * `mccip_ports` * [`DOC /cluster/metrocluster`](#docs-cluster-cluster_metrocluster) * `metrocluster configuration-settings dr-group create` * `metrocluster configuration-settings interface create` * `metrocluster configuration-settings connection connect` * `metrocluster configuration-settings mediator add` * `storage aggregate create` * `storage aggregate mirror` * `metrocluster configure` """ return super()._post( hydrate=hydrate, poll=poll, poll_interval=poll_interval, poll_timeout=poll_timeout, **kwargs ) post.__doc__ += "\n\n---\n" + inspect.cleandoc(Resource._post.__doc__) if RECLINE_INSTALLED: @recline.command(name="metrocluster create") async def metrocluster_create() -> ResourceTable: """Create an instance of a Metrocluster resource Args: links: configuration_type: Displays the MetroCluster configuration type. dr_pairs: DR Pairs to create as part of a MetroCluster configure. local: mccip_ports: List of Port specifications. mediator: partner_cluster: remote: """ kwargs = {} if links is not None: kwargs["links"] = links if configuration_type is not None: kwargs["configuration_type"] = configuration_type if dr_pairs is not None: kwargs["dr_pairs"] = dr_pairs if local is not None: kwargs["local"] = local if mccip_ports is not None: kwargs["mccip_ports"] = mccip_ports if mediator is not None: kwargs["mediator"] = mediator if partner_cluster is not None: kwargs["partner_cluster"] = partner_cluster if remote is not None: kwargs["remote"] = remote resource = Metrocluster(**kwargs) try: response = resource.post(hydrate=True, poll=False) await _wait_for_job(response) resource.get() except NetAppRestError as err: raise ReclineCommandError("Unable to create Metrocluster: %s" % err) return [resource] def patch( self, hydrate: bool = False, poll: bool = True, poll_interval: Optional[int] = None, poll_timeout: Optional[int] = None, **kwargs ) -> NetAppResponse: r"""Initiates a switchover, heal or switchback operation. * [`DOC /cluster/metrocluster`](#docs-cluster-cluster_metrocluster)""" return super()._patch( hydrate=hydrate, poll=poll, poll_interval=poll_interval, poll_timeout=poll_timeout, **kwargs ) patch.__doc__ += "\n\n---\n" + inspect.cleandoc(Resource._patch.__doc__) if RECLINE_INSTALLED: @recline.command(name="metrocluster modify") async def metrocluster_modify() -> ResourceTable: """Modify an instance of a Metrocluster resource Args: configuration_type: Displays the MetroCluster configuration type. query_configuration_type: Displays the MetroCluster configuration type. """ kwargs = {} changes = {} if query_configuration_type is not None: kwargs["configuration_type"] = query_configuration_type if configuration_type is not None: changes["configuration_type"] = configuration_type if hasattr(Metrocluster, "find"): resource = Metrocluster.find(**kwargs) else: resource = Metrocluster() try: for key, value in changes.items(): setattr(resource, key, value) response = resource.patch(poll=False) await _wait_for_job(response) resource.get(fields=",".join(changes.keys())) return [resource] except NetAppRestError as err: raise ReclineCommandError("Unable to modify Metrocluster: %s" % err)
data/netapp_ontap-9.14.1.0/netapp_ontap/resources/metrocluster.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('MutableSet',) IMPORT_NAME collections.abc IMPORT_FROM MutableSet STORE_NAME MutableSet POP_TOP LOAD_CONST 0 LOAD_CONST ('deepcopy',) IMPORT_NAME copy IMPORT_FROM deepcopy STORE_NAME deepcopy POP_TOP LOAD_CONST 2 LOAD_CONST ('exceptions',) IMPORT_NAME IMPORT_FROM exceptions STORE_NAME exceptions POP_TOP LOAD_CONST 2 LOAD_CONST ('_missing',) IMPORT_NAME _internal IMPORT_FROM _missing STORE_NAME _missing POP_TOP LOAD_CONST 1 LOAD_CONST ('ImmutableDictMixin',) IMPORT_NAME mixins IMPORT_FROM ImmutableDictMixin STORE_NAME ImmutableDictMixin POP_TOP LOAD_CONST 1 LOAD_CONST ('ImmutableListMixin',) IMPORT_NAME mixins IMPORT_FROM ImmutableListMixin STORE_NAME ImmutableListMixin POP_TOP LOAD_CONST 1 LOAD_CONST ('ImmutableMultiDictMixin',) IMPORT_NAME mixins IMPORT_FROM ImmutableMultiDictMixin STORE_NAME ImmutableMultiDictMixin POP_TOP LOAD_CONST 1 LOAD_CONST ('UpdateDictMixin',) IMPORT_NAME mixins IMPORT_FROM UpdateDictMixin STORE_NAME UpdateDictMixin POP_TOP LOAD_CONST <code object is_immutable at 0x7f8e44ccfc00, file "f.py", line 14> LOAD_CONST 'is_immutable' MAKE_FUNCTION STORE_NAME is_immutable LOAD_CONST <code object iter_multi_items at 0x7f8e2fe3c150, file "f.py", line 18> LOAD_CONST 'iter_multi_items' MAKE_FUNCTION STORE_NAME iter_multi_items LOAD_BUILD_CLASS LOAD_CONST <code object ImmutableList at 0x7f8e2fe3c780, file "f.py", line 35> LOAD_CONST 'ImmutableList' MAKE_FUNCTION LOAD_CONST 'ImmutableList' LOAD_NAME ImmutableListMixin LOAD_NAME list CALL_FUNCTION STORE_NAME ImmutableList LOAD_BUILD_CLASS LOAD_CONST <code object TypeConversionDict at 0x7f8e2fe3c0c0, file "f.py", line 47> LOAD_CONST 'TypeConversionDict' MAKE_FUNCTION LOAD_CONST 'TypeConversionDict' LOAD_NAME dict CALL_FUNCTION STORE_NAME TypeConversionDict LOAD_BUILD_CLASS LOAD_CONST <code object ImmutableTypeConversionDict at 0x7f8e2fe3cdb0, file "f.py", line 88> LOAD_CONST 'ImmutableTypeConversionDict' MAKE_FUNCTION LOAD_CONST 'ImmutableTypeConversionDict' LOAD_NAME ImmutableDictMixin LOAD_NAME TypeConversionDict CALL_FUNCTION STORE_NAME ImmutableTypeConversionDict LOAD_BUILD_CLASS LOAD_CONST <code object MultiDict at 0x7f8e2ff5ec00, file "f.py", line 106> LOAD_CONST 'MultiDict' MAKE_FUNCTION LOAD_CONST 'MultiDict' LOAD_NAME TypeConversionDict CALL_FUNCTION STORE_NAME MultiDict LOAD_BUILD_CLASS LOAD_CONST <code object _omd_bucket at 0x7f8e2ff5e1e0, file "f.py", line 435> LOAD_CONST '_omd_bucket' MAKE_FUNCTION LOAD_CONST '_omd_bucket' CALL_FUNCTION STORE_NAME _omd_bucket LOAD_BUILD_CLASS LOAD_CONST <code object OrderedMultiDict at 0x7f8e2fb43390, file "f.py", line 467> LOAD_CONST 'OrderedMultiDict' MAKE_FUNCTION LOAD_CONST 'OrderedMultiDict' LOAD_NAME MultiDict CALL_FUNCTION STORE_NAME OrderedMultiDict LOAD_BUILD_CLASS LOAD_CONST <code object CombinedMultiDict at 0x7f8e2fdf6390, file "f.py", line 648> LOAD_CONST 'CombinedMultiDict' MAKE_FUNCTION LOAD_CONST 'CombinedMultiDict' LOAD_NAME ImmutableMultiDictMixin LOAD_NAME MultiDict CALL_FUNCTION STORE_NAME CombinedMultiDict LOAD_BUILD_CLASS LOAD_CONST <code object ImmutableDict at 0x7f8e2fdf65d0, file "f.py", line 782> LOAD_CONST 'ImmutableDict' MAKE_FUNCTION LOAD_CONST 'ImmutableDict' LOAD_NAME ImmutableDictMixin LOAD_NAME dict CALL_FUNCTION STORE_NAME ImmutableDict LOAD_BUILD_CLASS LOAD_CONST <code object ImmutableMultiDict at 0x7f8e2fdf6780, file "f.py", line 802> LOAD_CONST 'ImmutableMultiDict' MAKE_FUNCTION LOAD_CONST 'ImmutableMultiDict' LOAD_NAME ImmutableMultiDictMixin LOAD_NAME MultiDict CALL_FUNCTION STORE_NAME ImmutableMultiDict LOAD_BUILD_CLASS LOAD_CONST <code object ImmutableOrderedMultiDict at 0x7f8e2fdf69c0, file "f.py", line 819> LOAD_CONST 'ImmutableOrderedMultiDict' MAKE_FUNCTION LOAD_CONST 'ImmutableOrderedMultiDict' LOAD_NAME ImmutableMultiDictMixin LOAD_NAME OrderedMultiDict CALL_FUNCTION STORE_NAME ImmutableOrderedMultiDict LOAD_BUILD_CLASS LOAD_CONST <code object CallbackDict at 0x7f8e2fdf6b70, file "f.py", line 839> LOAD_CONST 'CallbackDict' MAKE_FUNCTION LOAD_CONST 'CallbackDict' LOAD_NAME UpdateDictMixin LOAD_NAME dict CALL_FUNCTION STORE_NAME CallbackDict LOAD_BUILD_CLASS LOAD_CONST <code object HeaderSet at 0x7f8e2fc02810, file "f.py", line 852> LOAD_CONST 'HeaderSet' MAKE_FUNCTION LOAD_CONST 'HeaderSet' LOAD_NAME MutableSet CALL_FUNCTION STORE_NAME HeaderSet LOAD_CONST 2 LOAD_CONST ('http',) IMPORT_NAME IMPORT_FROM http STORE_NAME http POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE repr LOAD_CONST ' objects are immutable' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST mapping LOAD_GLOBAL MultiDict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST mapping LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 124 LOAD_GLOBAL isinstance LOAD_FAST mapping LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 124 LOAD_FAST mapping LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 110 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL tuple LOAD_GLOBAL list BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 108 LOAD_FAST value GET_ITER FOR_ITER to 94 STORE_FAST v LOAD_FAST key LOAD_FAST v BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE LOAD_FAST key LOAD_FAST value BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 124 LOAD_FAST mapping GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ImmutableList' STORE_NAME __qualname__ LOAD_CONST 'An immutable :class:`list`.\n\n .. versionadded:: 0.5\n\n :private:\n ' STORE_NAME __doc__ LOAD_CONST <code object __repr__ at 0x7f8e2fe3c660, file "f.py", line 43> LOAD_CONST 'ImmutableList.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_GLOBAL list LOAD_METHOD __repr__ LOAD_FAST self CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeConversionDict' STORE_NAME __qualname__ LOAD_CONST 'Works like a regular dict but the :meth:`get` method can perform\n type conversions. :class:`MultiDict` and :class:`CombinedMultiDict`\n are subclasses of this class and provide the same feature.\n\n .. versionadded:: 0.5\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_CONST <code object get at 0x7f8e2fe3ced0, file "f.py", line 55> LOAD_CONST 'TypeConversionDict.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 14 LOAD_FAST self LOAD_FAST key BINARY_SUBSCR STORE_FAST rv POP_BLOCK JUMP_FORWARD to 34 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST default RETURN_VALUE END_FINALLY LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_EXCEPT to 56 LOAD_FAST type LOAD_FAST rv CALL_FUNCTION STORE_FAST rv POP_BLOCK JUMP_FORWARD to 80 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST default STORE_FAST rv POP_EXCEPT JUMP_FORWARD to 80 END_FINALLY LOAD_FAST rv RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ImmutableTypeConversionDict' STORE_NAME __qualname__ LOAD_CONST 'Works like a :class:`TypeConversionDict` but does not support\n modifications.\n\n .. versionadded:: 0.5\n ' STORE_NAME __doc__ LOAD_CONST <code object copy at 0x7f8e2fe3ce40, file "f.py", line 95> LOAD_CONST 'ImmutableTypeConversionDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST <code object __copy__ at 0x7f8e2fe3c420, file "f.py", line 102> LOAD_CONST 'ImmutableTypeConversionDict.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeConversionDict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MultiDict' STORE_NAME __qualname__ LOAD_CONST "A :class:`MultiDict` is a dictionary subclass customized to deal with\n multiple values for the same key which is for example used by the parsing\n functions in the wrappers. This is necessary because some HTML form\n elements pass multiple values for the same key.\n\n :class:`MultiDict` implements all standard dictionary methods.\n Internally, it saves all values for a key as a list, but the standard dict\n access methods will only return the first value for a key. If you want to\n gain access to the other values, too, you have to use the `list` methods as\n explained below.\n\n Basic Usage:\n\n >>> d = MultiDict([('a', 'b'), ('a', 'c')])\n >>> d\n MultiDict([('a', 'b'), ('a', 'c')])\n >>> d['a']\n 'b'\n >>> d.getlist('a')\n ['b', 'c']\n >>> 'a' in d\n True\n\n It behaves like a normal dict thus all dict functions will only return the\n first value when multiple values for one key are found.\n\n From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a\n subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will\n render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP\n exceptions.\n\n A :class:`MultiDict` can be constructed from an iterable of\n ``(key, value)`` tuples, a dict, a :class:`MultiDict` or from Werkzeug 0.2\n onwards some keyword parameters.\n\n :param mapping: the initial value for the :class:`MultiDict`. Either a\n regular dict, an iterable of ``(key, value)`` tuples\n or `None`.\n " STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7f8e2fe3cc90, file "f.py", line 147> LOAD_CONST 'MultiDict.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __getstate__ at 0x7f8e2fe3cd20, file "f.py", line 167> LOAD_CONST 'MultiDict.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_CONST <code object __setstate__ at 0x7f8e2fe3c810, file "f.py", line 170> LOAD_CONST 'MultiDict.__setstate__' MAKE_FUNCTION STORE_NAME __setstate__ LOAD_CONST <code object __iter__ at 0x7f8e2fe3c540, file "f.py", line 174> LOAD_CONST 'MultiDict.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST <code object __getitem__ at 0x7f8e2fe584b0, file "f.py", line 177> LOAD_CONST 'MultiDict.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __setitem__ at 0x7f8e2fe58b70, file "f.py", line 191> LOAD_CONST 'MultiDict.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object add at 0x7f8e2fe58ae0, file "f.py", line 199> LOAD_CONST 'MultiDict.add' MAKE_FUNCTION STORE_NAME add LOAD_CONST (None,) LOAD_CONST <code object getlist at 0x7f8e2fe58810, file "f.py", line 209> LOAD_CONST 'MultiDict.getlist' MAKE_FUNCTION STORE_NAME getlist LOAD_CONST <code object setlist at 0x7f8e2fe58660, file "f.py", line 235> LOAD_CONST 'MultiDict.setlist' MAKE_FUNCTION STORE_NAME setlist LOAD_CONST (None,) LOAD_CONST <code object setdefault at 0x7f8e2fe58e40, file "f.py", line 253> LOAD_CONST 'MultiDict.setdefault' MAKE_FUNCTION STORE_NAME setdefault LOAD_CONST (None,) LOAD_CONST <code object setlistdefault at 0x7f8e2fe581e0, file "f.py", line 267> LOAD_CONST 'MultiDict.setlistdefault' MAKE_FUNCTION STORE_NAME setlistdefault LOAD_CONST (False,) LOAD_CONST <code object items at 0x7f8e2fe588a0, file "f.py", line 291> LOAD_CONST 'MultiDict.items' MAKE_FUNCTION STORE_NAME items LOAD_CONST <code object lists at 0x7f8e2fe58150, file "f.py", line 305> LOAD_CONST 'MultiDict.lists' MAKE_FUNCTION STORE_NAME lists LOAD_CONST <code object values at 0x7f8e2fe585d0, file "f.py", line 311> LOAD_CONST 'MultiDict.values' MAKE_FUNCTION STORE_NAME values LOAD_CONST <code object listvalues at 0x7f8e2fe589c0, file "f.py", line 316> LOAD_CONST 'MultiDict.listvalues' MAKE_FUNCTION STORE_NAME listvalues LOAD_CONST <code object copy at 0x7f8e2fe58390, file "f.py", line 326> LOAD_CONST 'MultiDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST (None,) LOAD_CONST <code object deepcopy at 0x7f8e2fe149c0, file "f.py", line 330> LOAD_CONST 'MultiDict.deepcopy' MAKE_FUNCTION STORE_NAME deepcopy LOAD_CONST (True,) LOAD_CONST <code object to_dict at 0x7f8e2fe14d20, file "f.py", line 334> LOAD_CONST 'MultiDict.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object update at 0x7f8e2fe14c90, file "f.py", line 348> LOAD_CONST 'MultiDict.update' MAKE_FUNCTION STORE_NAME update LOAD_NAME _missing BUILD_TUPLE LOAD_CONST <code object pop at 0x7f8e2fe148a0, file "f.py", line 369> LOAD_CONST 'MultiDict.pop' MAKE_FUNCTION STORE_NAME pop LOAD_CONST <code object popitem at 0x7f8e2fe14300, file "f.py", line 396> LOAD_CONST 'MultiDict.popitem' MAKE_FUNCTION STORE_NAME popitem LOAD_CONST <code object poplist at 0x7f8e2fe14f60, file "f.py", line 408> LOAD_CONST 'MultiDict.poplist' MAKE_FUNCTION STORE_NAME poplist LOAD_CONST <code object popitemlist at 0x7f8e2fe14150, file "f.py", line 418> LOAD_CONST 'MultiDict.popitemlist' MAKE_FUNCTION STORE_NAME popitemlist LOAD_CONST <code object __copy__ at 0x7f8e2fe140c0, file "f.py", line 425> LOAD_CONST 'MultiDict.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST <code object __deepcopy__ at 0x7f8e2fe141e0, file "f.py", line 428> LOAD_CONST 'MultiDict.__deepcopy__' MAKE_FUNCTION STORE_NAME __deepcopy__ LOAD_CONST <code object __repr__ at 0x7f8e2ff5e660, file "f.py", line 431> LOAD_CONST 'MultiDict.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST mapping LOAD_GLOBAL MultiDict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_METHOD __init__ LOAD_FAST self LOAD_CONST <code object <genexpr> at 0x7f8e2fe3c5d0, file "f.py", line 149> LOAD_CONST 'MultiDict.__init__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST mapping LOAD_METHOD lists CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP JUMP_FORWARD to 196 LOAD_GLOBAL isinstance LOAD_FAST mapping LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST tmp SETUP_LOOP to 126 LOAD_FAST mapping LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 124 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL tuple LOAD_GLOBAL list BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST value CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL list LOAD_FAST value CALL_FUNCTION STORE_FAST value JUMP_FORWARD to 114 LOAD_FAST value BUILD_LIST STORE_FAST value LOAD_FAST value LOAD_FAST tmp LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL dict LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST tmp CALL_METHOD POP_TOP JUMP_FORWARD to 196 BUILD_MAP STORE_FAST tmp SETUP_LOOP to 184 LOAD_FAST mapping JUMP_IF_TRUE_OR_POP LOAD_CONST () GET_ITER FOR_ITER to 182 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST tmp LOAD_METHOD setdefault LOAD_FAST key BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL dict LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST tmp CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST k STORE_FAST l LOAD_FAST k LOAD_FAST l LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST self LOAD_METHOD lists CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD clear LOAD_FAST self CALL_METHOD POP_TOP LOAD_GLOBAL dict LOAD_METHOD update LOAD_FAST self LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD __iter__ LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_FAST key LOAD_FAST self COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_METHOD __getitem__ LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST lst LOAD_GLOBAL len LOAD_FAST lst CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST lst LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD __setitem__ LOAD_FAST self LOAD_FAST key LOAD_FAST value BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD setdefault LOAD_FAST self LOAD_FAST key BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 18 LOAD_GLOBAL dict LOAD_METHOD __getitem__ LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST rv POP_BLOCK JUMP_FORWARD to 38 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BUILD_LIST RETURN_VALUE END_FINALLY LOAD_FAST type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST rv CALL_FUNCTION RETURN_VALUE BUILD_LIST STORE_FAST result SETUP_LOOP to 112 LOAD_FAST rv GET_ITER FOR_ITER to 110 STORE_FAST item SETUP_EXCEPT to 88 LOAD_FAST result LOAD_METHOD append LOAD_FAST type LOAD_FAST item CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD __setitem__ LOAD_FAST self LOAD_FAST key LOAD_GLOBAL list LOAD_FAST new_list CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST key LOAD_FAST self COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST default LOAD_FAST self LOAD_FAST key STORE_SUBSCR JUMP_FORWARD to 26 LOAD_FAST self LOAD_FAST key BINARY_SUBSCR STORE_FAST default LOAD_FAST default RETURN_VALUE LOAD_FAST key LOAD_FAST self COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST default_list JUMP_IF_TRUE_OR_POP LOAD_CONST () CALL_FUNCTION STORE_FAST default_list LOAD_GLOBAL dict LOAD_METHOD __setitem__ LOAD_FAST self LOAD_FAST key LOAD_FAST default_list CALL_METHOD POP_TOP JUMP_FORWARD to 48 LOAD_GLOBAL dict LOAD_METHOD __getitem__ LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST default_list LOAD_FAST default_list RETURN_VALUE SETUP_LOOP to 68 LOAD_GLOBAL dict LOAD_METHOD items LOAD_FAST self CALL_METHOD GET_ITER FOR_ITER to 66 UNPACK_SEQUENCE STORE_FAST key STORE_FAST values LOAD_FAST multi POP_JUMP_IF_FALSE SETUP_LOOP to 64 LOAD_FAST values GET_ITER FOR_ITER to 46 STORE_FAST value LOAD_FAST key LOAD_FAST value BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE LOAD_FAST key LOAD_FAST values LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 38 LOAD_GLOBAL dict LOAD_METHOD items LOAD_FAST self CALL_METHOD GET_ITER FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST key STORE_FAST values LOAD_FAST key LOAD_GLOBAL list LOAD_FAST values CALL_FUNCTION BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 30 LOAD_GLOBAL dict LOAD_METHOD values LOAD_FAST self CALL_METHOD GET_ITER FOR_ITER to 28 STORE_FAST values LOAD_FAST values LOAD_CONST 0 BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD values LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD __class__ LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD __class__ LOAD_GLOBAL deepcopy LOAD_FAST self LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('flat',) CALL_FUNCTION LOAD_FAST memo CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST flat POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_FAST self LOAD_METHOD items CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST self LOAD_METHOD lists CALL_METHOD CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 36 LOAD_GLOBAL iter_multi_items LOAD_FAST mapping CALL_FUNCTION GET_ITER FOR_ITER to 34 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL MultiDict LOAD_METHOD add LOAD_FAST self LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 44 LOAD_GLOBAL dict LOAD_METHOD pop LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST lst LOAD_GLOBAL len LOAD_FAST lst CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD RAISE_VARARGS LOAD_FAST lst LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST default LOAD_GLOBAL _missing COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST default RETURN_VALUE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 88 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 62 LOAD_GLOBAL dict LOAD_METHOD popitem LOAD_FAST self CALL_METHOD STORE_FAST item LOAD_GLOBAL len LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD RAISE_VARARGS LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 100 LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 114 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD pop LOAD_FAST self LOAD_FAST key BUILD_LIST CALL_METHOD RETURN_VALUE SETUP_EXCEPT to 12 LOAD_GLOBAL dict LOAD_METHOD popitem LOAD_FAST self CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 50 LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 64 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD copy CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR deepcopy LOAD_FAST memo LOAD_CONST ('memo',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION FORMAT_VALUE repr LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_omd_bucket' STORE_NAME __qualname__ LOAD_CONST 'Wraps values in the :class:`OrderedMultiDict`. This makes it\n possible to keep an order over multiple different keys. It requires\n a lot of extra memory and slows down access a lot, but makes it\n possible to access elements in O(1) and iterate in O(n).\n ' STORE_NAME __doc__ LOAD_CONST ('prev', 'key', 'value', 'next') STORE_NAME __slots__ LOAD_CONST <code object __init__ at 0x7f8e2ff5e390, file "f.py", line 444> LOAD_CONST '_omd_bucket.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object unlink at 0x7f8e2ff5e6f0, file "f.py", line 456> LOAD_CONST '_omd_bucket.unlink' MAKE_FUNCTION STORE_NAME unlink LOAD_CONST None RETURN_VALUE LOAD_FAST omd LOAD_ATTR _last_bucket LOAD_FAST self STORE_ATTR prev LOAD_FAST key LOAD_FAST self STORE_ATTR key LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST None LOAD_FAST self STORE_ATTR next LOAD_FAST omd LOAD_ATTR _first_bucket LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST omd STORE_ATTR _first_bucket LOAD_FAST omd LOAD_ATTR _last_bucket LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST omd LOAD_ATTR _last_bucket STORE_ATTR next LOAD_FAST self LOAD_FAST omd STORE_ATTR _last_bucket LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR prev POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR next LOAD_FAST self LOAD_ATTR prev STORE_ATTR next LOAD_FAST self LOAD_ATTR next POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prev LOAD_FAST self LOAD_ATTR next STORE_ATTR prev LOAD_FAST omd LOAD_ATTR _first_bucket LOAD_FAST self COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR next LOAD_FAST omd STORE_ATTR _first_bucket LOAD_FAST omd LOAD_ATTR _last_bucket LOAD_FAST self COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prev LOAD_FAST omd STORE_ATTR _last_bucket LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OrderedMultiDict' STORE_NAME __qualname__ LOAD_CONST 'Works like a regular :class:`MultiDict` but preserves the\n order of the fields. To convert the ordered multi dict into a\n list you can use the :meth:`items` method and pass it ``multi=True``.\n\n In general an :class:`OrderedMultiDict` is an order of magnitude\n slower than a :class:`MultiDict`.\n\n .. admonition:: note\n\n Due to a limitation in Python you cannot convert an ordered\n multi dict into a regular dict by using ``dict(multidict)``.\n Instead you have to use the :meth:`to_dict` method, otherwise\n the internal bucket objects are exposed.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7f8e2ff5e030, file "f.py", line 483> LOAD_CONST 'OrderedMultiDict.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __eq__ at 0x7f8e2ff5eb70, file "f.py", line 489> LOAD_CONST 'OrderedMultiDict.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST None STORE_NAME __hash__ LOAD_CONST <code object __reduce_ex__ at 0x7f8e2ff5eed0, file "f.py", line 516> LOAD_CONST 'OrderedMultiDict.__reduce_ex__' MAKE_FUNCTION STORE_NAME __reduce_ex__ LOAD_CONST <code object __getstate__ at 0x7f8e2ff5edb0, file "f.py", line 519> LOAD_CONST 'OrderedMultiDict.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_CONST <code object __setstate__ at 0x7f8e2ff5e0c0, file "f.py", line 522> LOAD_CONST 'OrderedMultiDict.__setstate__' MAKE_FUNCTION STORE_NAME __setstate__ LOAD_CONST <code object __getitem__ at 0x7f8e2ff5e780, file "f.py", line 527> LOAD_CONST 'OrderedMultiDict.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __setitem__ at 0x7f8e2ff5e270, file "f.py", line 532> LOAD_CONST 'OrderedMultiDict.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object __delitem__ at 0x7f8e2ff5ea50, file "f.py", line 536> LOAD_CONST 'OrderedMultiDict.__delitem__' MAKE_FUNCTION STORE_NAME __delitem__ LOAD_CONST <code object keys at 0x7f8e2ff5e810, file "f.py", line 539> LOAD_CONST 'OrderedMultiDict.keys' MAKE_FUNCTION STORE_NAME keys LOAD_CONST <code object __iter__ at 0x7f8e2ff5e8a0, file "f.py", line 542> LOAD_CONST 'OrderedMultiDict.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST <code object values at 0x7f8e44712f60, file "f.py", line 545> LOAD_CONST 'OrderedMultiDict.values' MAKE_FUNCTION STORE_NAME values LOAD_CONST (False,) LOAD_CONST <code object items at 0x7f8e447128a0, file "f.py", line 548> LOAD_CONST 'OrderedMultiDict.items' MAKE_FUNCTION STORE_NAME items LOAD_CONST <code object lists at 0x7f8e44712810, file "f.py", line 562> LOAD_CONST 'OrderedMultiDict.lists' MAKE_FUNCTION STORE_NAME lists LOAD_CONST <code object listvalues at 0x7f8e44712db0, file "f.py", line 571> LOAD_CONST 'OrderedMultiDict.listvalues' MAKE_FUNCTION STORE_NAME listvalues LOAD_CONST <code object add at 0x7f8e44712ed0, file "f.py", line 575> LOAD_CONST 'OrderedMultiDict.add' MAKE_FUNCTION STORE_NAME add LOAD_CONST (None,) LOAD_CONST <code object getlist at 0x7f8e2fb43660, file "f.py", line 578> LOAD_CONST 'OrderedMultiDict.getlist' MAKE_FUNCTION STORE_NAME getlist LOAD_CONST <code object setlist at 0x7f8e44712c00, file "f.py", line 593> LOAD_CONST 'OrderedMultiDict.setlist' MAKE_FUNCTION STORE_NAME setlist LOAD_CONST (None,) LOAD_CONST <code object setlistdefault at 0x7f8e2fb43780, file "f.py", line 598> LOAD_CONST 'OrderedMultiDict.setlistdefault' MAKE_FUNCTION STORE_NAME setlistdefault LOAD_CONST <code object update at 0x7f8e2fb43300, file "f.py", line 601> LOAD_CONST 'OrderedMultiDict.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST <code object poplist at 0x7f8e2fb43a50, file "f.py", line 605> LOAD_CONST 'OrderedMultiDict.poplist' MAKE_FUNCTION STORE_NAME poplist LOAD_NAME _missing BUILD_TUPLE LOAD_CONST <code object pop at 0x7f8e2fb435d0, file "f.py", line 611> LOAD_CONST 'OrderedMultiDict.pop' MAKE_FUNCTION STORE_NAME pop LOAD_CONST <code object popitem at 0x7f8e2fb43150, file "f.py", line 625> LOAD_CONST 'OrderedMultiDict.popitem' MAKE_FUNCTION STORE_NAME popitem LOAD_CONST <code object popitemlist at 0x7f8e2fb439c0, file "f.py", line 636> LOAD_CONST 'OrderedMultiDict.popitemlist' MAKE_FUNCTION STORE_NAME popitemlist LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD __init__ LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None DUP_TOP LOAD_FAST self STORE_ATTR _first_bucket LOAD_FAST self STORE_ATTR _last_bucket LOAD_FAST mapping LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedMultiDict LOAD_METHOD update LOAD_FAST self LOAD_FAST mapping CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL MultiDict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL OrderedMultiDict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION STORE_FAST iter1 LOAD_GLOBAL iter LOAD_FAST other LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION STORE_FAST iter2 SETUP_EXCEPT to 112 SETUP_LOOP to 108 LOAD_FAST iter1 GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST k1 STORE_FAST v1 LOAD_GLOBAL next LOAD_FAST iter2 CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST k2 STORE_FAST v2 LOAD_FAST k1 LOAD_FAST k2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST v1 LOAD_FAST v2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 132 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY SETUP_EXCEPT to 146 LOAD_GLOBAL next LOAD_FAST iter2 CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 166 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST True RETURN_VALUE END_FINALLY LOAD_CONST False RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST other CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE SETUP_LOOP to 230 LOAD_FAST self LOAD_METHOD lists CALL_METHOD GET_ITER FOR_ITER to 228 UNPACK_SEQUENCE STORE_FAST key STORE_FAST values LOAD_FAST other LOAD_METHOD getlist LOAD_FAST key CALL_METHOD LOAD_FAST values COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD clear LOAD_FAST self CALL_METHOD POP_TOP SETUP_LOOP to 40 LOAD_FAST values GET_ITER FOR_ITER to 38 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST self LOAD_METHOD add LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST key LOAD_FAST self COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_METHOD __getitem__ LOAD_FAST self LOAD_FAST key CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD poplist LOAD_FAST key CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD add LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD pop LOAD_FAST key CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <genexpr> at 0x7f8e2ff5e5d0, file "f.py", line 540> LOAD_CONST 'OrderedMultiDict.keys.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST key YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_METHOD keys CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object <genexpr> at 0x7f8e44712c90, file "f.py", line 546> LOAD_CONST 'OrderedMultiDict.values.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _first_bucket STORE_FAST ptr LOAD_FAST multi POP_JUMP_IF_FALSE SETUP_LOOP to 108 LOAD_FAST ptr LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ptr LOAD_ATTR key LOAD_FAST ptr LOAD_ATTR value BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST ptr LOAD_ATTR next STORE_FAST ptr JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 108 LOAD_GLOBAL set CALL_FUNCTION STORE_FAST returned_keys SETUP_LOOP to 108 LOAD_FAST ptr LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ptr LOAD_ATTR key LOAD_FAST returned_keys COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST returned_keys LOAD_METHOD add LOAD_FAST ptr LOAD_ATTR key CALL_METHOD POP_TOP LOAD_FAST ptr LOAD_ATTR key LOAD_FAST ptr LOAD_ATTR value BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST ptr LOAD_ATTR next STORE_FAST ptr JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST returned_keys LOAD_FAST self LOAD_ATTR _first_bucket STORE_FAST ptr SETUP_LOOP to 74 LOAD_FAST ptr LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ptr LOAD_ATTR key LOAD_FAST returned_keys COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST ptr LOAD_ATTR key LOAD_FAST self LOAD_METHOD getlist LOAD_FAST ptr LOAD_ATTR key CALL_METHOD BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST returned_keys LOAD_METHOD add LOAD_FAST ptr LOAD_ATTR key CALL_METHOD POP_TOP LOAD_FAST ptr LOAD_ATTR next STORE_FAST ptr JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 28 LOAD_FAST self LOAD_METHOD lists CALL_METHOD GET_ITER FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST _key STORE_FAST values LOAD_FAST values YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD setdefault LOAD_FAST self LOAD_FAST key BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_GLOBAL _omd_bucket LOAD_FAST self LOAD_FAST key LOAD_FAST value CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 18 LOAD_GLOBAL dict LOAD_METHOD __getitem__ LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST rv POP_BLOCK JUMP_FORWARD to 38 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BUILD_LIST RETURN_VALUE END_FINALLY LOAD_FAST type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7f8e44712b70, file "f.py", line 584> LOAD_CONST 'OrderedMultiDict.getlist.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST rv GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST STORE_FAST result SETUP_LOOP to 120 LOAD_FAST rv GET_ITER FOR_ITER to 118 STORE_FAST item SETUP_EXCEPT to 96 LOAD_FAST result LOAD_METHOD append LOAD_FAST type LOAD_FAST item LOAD_ATTR value CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST x LOAD_FAST x LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD poplist LOAD_FAST key CALL_METHOD POP_TOP SETUP_LOOP to 36 LOAD_FAST new_list GET_ITER FOR_ITER to 34 STORE_FAST value LOAD_FAST self LOAD_METHOD add LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'setlistdefault is unsupported for ordered multi dicts' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 36 LOAD_GLOBAL iter_multi_items LOAD_FAST mapping CALL_FUNCTION GET_ITER FOR_ITER to 34 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL OrderedMultiDict LOAD_METHOD add LOAD_FAST self LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD pop LOAD_FAST self LOAD_FAST key LOAD_CONST () CALL_METHOD STORE_FAST buckets SETUP_LOOP to 38 LOAD_FAST buckets GET_ITER FOR_ITER to 36 STORE_FAST bucket LOAD_FAST bucket LOAD_METHOD unlink LOAD_FAST self CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <listcomp> at 0x7f8e2fb43810, file "f.py", line 609> LOAD_CONST 'OrderedMultiDict.poplist.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST buckets GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST x LOAD_FAST x LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE SETUP_EXCEPT to 18 LOAD_GLOBAL dict LOAD_METHOD pop LOAD_FAST self LOAD_FAST key CALL_METHOD STORE_FAST buckets POP_BLOCK JUMP_FORWARD to 62 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST default LOAD_GLOBAL _missing COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST default RETURN_VALUE LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 62 END_FINALLY SETUP_LOOP to 86 LOAD_FAST buckets GET_ITER FOR_ITER to 84 STORE_FAST bucket LOAD_FAST bucket LOAD_METHOD unlink LOAD_FAST self CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST buckets LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR value RETURN_VALUE SETUP_EXCEPT to 20 LOAD_GLOBAL dict LOAD_METHOD popitem LOAD_FAST self CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST buckets POP_BLOCK JUMP_FORWARD to 72 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 58 LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 72 END_FINALLY SETUP_LOOP to 96 LOAD_FAST buckets GET_ITER FOR_ITER to 94 STORE_FAST bucket LOAD_FAST bucket LOAD_METHOD unlink LOAD_FAST self CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST key LOAD_FAST buckets LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR value BUILD_TUPLE RETURN_VALUE SETUP_EXCEPT to 20 LOAD_GLOBAL dict LOAD_METHOD popitem LOAD_FAST self CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST buckets POP_BLOCK JUMP_FORWARD to 72 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 58 LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_CONST None RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 72 END_FINALLY SETUP_LOOP to 96 LOAD_FAST buckets GET_ITER FOR_ITER to 94 STORE_FAST bucket LOAD_FAST bucket LOAD_METHOD unlink LOAD_FAST self CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST key LOAD_CONST <code object <listcomp> at 0x7f8e2fb43030, file "f.py", line 645> LOAD_CONST 'OrderedMultiDict.popitemlist.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST buckets GET_ITER CALL_FUNCTION BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST x LOAD_FAST x LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CombinedMultiDict' STORE_NAME __qualname__ LOAD_CONST "A read only :class:`MultiDict` that you can pass multiple :class:`MultiDict`\n instances as sequence and it will combine the return values of all wrapped\n dicts:\n\n >>> from werkzeug.datastructures import CombinedMultiDict, MultiDict\n >>> post = MultiDict([('foo', 'bar')])\n >>> get = MultiDict([('blub', 'blah')])\n >>> combined = CombinedMultiDict([get, post])\n >>> combined['foo']\n 'bar'\n >>> combined['blub']\n 'blah'\n\n This works for all read operations and will raise a `TypeError` for\n methods that usually change data which isn't possible.\n\n From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a\n subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will\n render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP\n exceptions.\n " STORE_NAME __doc__ LOAD_CONST <code object __reduce_ex__ at 0x7f8e2fb434b0, file "f.py", line 671> LOAD_CONST 'CombinedMultiDict.__reduce_ex__' MAKE_FUNCTION STORE_NAME __reduce_ex__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7f8e2fb43f60, file "f.py", line 674> LOAD_CONST 'CombinedMultiDict.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_CONST <code object fromkeys at 0x7f8e2fb43b70, file "f.py", line 677> LOAD_CONST 'CombinedMultiDict.fromkeys' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fromkeys LOAD_CONST <code object __getitem__ at 0x7f8e2fb43540, file "f.py", line 681> LOAD_CONST 'CombinedMultiDict.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None, None) LOAD_CONST <code object get at 0x7f8e2fb43e40, file "f.py", line 687> LOAD_CONST 'CombinedMultiDict.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST (None,) LOAD_CONST <code object getlist at 0x7f8e2fb436f0, file "f.py", line 698> LOAD_CONST 'CombinedMultiDict.getlist' MAKE_FUNCTION STORE_NAME getlist LOAD_CONST <code object _keys_impl at 0x7f8e2fb431e0, file "f.py", line 704> LOAD_CONST 'CombinedMultiDict._keys_impl' MAKE_FUNCTION STORE_NAME _keys_impl LOAD_CONST <code object keys at 0x7f8e2fb43c00, file "f.py", line 712> LOAD_CONST 'CombinedMultiDict.keys' MAKE_FUNCTION STORE_NAME keys LOAD_CONST <code object __iter__ at 0x7f8e2fb438a0, file "f.py", line 715> LOAD_CONST 'CombinedMultiDict.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST (False,) LOAD_CONST <code object items at 0x7f8e2fb43ed0, file "f.py", line 718> LOAD_CONST 'CombinedMultiDict.items' MAKE_FUNCTION STORE_NAME items LOAD_CONST <code object values at 0x7f8e2fb43db0, file "f.py", line 728> LOAD_CONST 'CombinedMultiDict.values' MAKE_FUNCTION STORE_NAME values LOAD_CONST <code object lists at 0x7f8e2fb43d20, file "f.py", line 732> LOAD_CONST 'CombinedMultiDict.lists' MAKE_FUNCTION STORE_NAME lists LOAD_CONST <code object listvalues at 0x7f8e2fdf6030, file "f.py", line 739> LOAD_CONST 'CombinedMultiDict.listvalues' MAKE_FUNCTION STORE_NAME listvalues LOAD_CONST <code object copy at 0x7f8e2fdf60c0, file "f.py", line 742> LOAD_CONST 'CombinedMultiDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST (True,) LOAD_CONST <code object to_dict at 0x7f8e2fdf6150, file "f.py", line 754> LOAD_CONST 'CombinedMultiDict.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object __len__ at 0x7f8e2fdf61e0, file "f.py", line 769> LOAD_CONST 'CombinedMultiDict.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST <code object __contains__ at 0x7f8e2fdf6270, file "f.py", line 772> LOAD_CONST 'CombinedMultiDict.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST <code object __repr__ at 0x7f8e2fdf6300, file "f.py", line 778> LOAD_CONST 'CombinedMultiDict.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_FAST self LOAD_ATTR dicts BUILD_TUPLE BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL list LOAD_FAST dicts CALL_FUNCTION JUMP_IF_TRUE_OR_POP BUILD_LIST LOAD_FAST self STORE_ATTR dicts LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot create ' LOAD_FAST cls LOAD_ATTR __name__ FORMAT_VALUE repr LOAD_CONST ' instances by fromkeys' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 32 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 30 STORE_FAST d LOAD_FAST key LOAD_FAST d COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST d LOAD_FAST key BINARY_SUBSCR RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL exceptions LOAD_METHOD BadRequestKeyError LOAD_FAST key CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 76 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 74 STORE_FAST d LOAD_FAST key LOAD_FAST d COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_EXCEPT to 42 LOAD_FAST type LOAD_FAST d LOAD_FAST key BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 64 END_FINALLY LOAD_FAST d LOAD_FAST key BINARY_SUBSCR RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST default RETURN_VALUE BUILD_LIST STORE_FAST rv SETUP_LOOP to 38 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 36 STORE_FAST d LOAD_FAST rv LOAD_METHOD extend LOAD_FAST d LOAD_METHOD getlist LOAD_FAST key LOAD_FAST type CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST rv RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST rv LOAD_FAST rv LOAD_ATTR update LOAD_FAST self LOAD_ATTR dicts CALL_FUNCTION POP_TOP LOAD_FAST rv RETURN_VALUE LOAD_FAST self LOAD_METHOD _keys_impl CALL_METHOD RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_METHOD keys CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST found SETUP_LOOP to 90 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 88 STORE_FAST d SETUP_LOOP to 86 LOAD_FAST d LOAD_METHOD items LOAD_FAST multi CALL_METHOD GET_ITER FOR_ITER to 84 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST multi POP_JUMP_IF_FALSE LOAD_FAST key LOAD_FAST value BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST key LOAD_FAST found COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST found LOAD_METHOD add LOAD_FAST key CALL_METHOD POP_TOP LOAD_FAST key LOAD_FAST value BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 28 LOAD_FAST self LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST _key STORE_FAST value LOAD_FAST value YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST rv SETUP_LOOP to 60 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 58 STORE_FAST d SETUP_LOOP to 56 LOAD_FAST d LOAD_METHOD lists CALL_METHOD GET_ITER FOR_ITER to 54 UNPACK_SEQUENCE STORE_FAST key STORE_FAST values LOAD_FAST rv LOAD_METHOD setdefault LOAD_FAST key BUILD_LIST CALL_METHOD LOAD_METHOD extend LOAD_FAST values CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL list LOAD_FAST rv LOAD_METHOD items CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object <genexpr> at 0x7f8e2fb430c0, file "f.py", line 740> LOAD_CONST 'CombinedMultiDict.listvalues.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_METHOD lists CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_CONST 1 BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MultiDict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST flat POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_FAST self LOAD_METHOD items CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST self LOAD_METHOD lists CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_METHOD _keys_impl CALL_METHOD CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 28 LOAD_FAST self LOAD_ATTR dicts GET_ITER FOR_ITER to 26 STORE_FAST d LOAD_FAST key LOAD_FAST d COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_FAST self LOAD_ATTR dicts FORMAT_VALUE repr LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ImmutableDict' STORE_NAME __qualname__ LOAD_CONST 'An immutable :class:`dict`.\n\n .. versionadded:: 0.5\n ' STORE_NAME __doc__ LOAD_CONST <code object __repr__ at 0x7f8e2fdf6420, file "f.py", line 788> LOAD_CONST 'ImmutableDict.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object copy at 0x7f8e2fdf64b0, file "f.py", line 791> LOAD_CONST 'ImmutableDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST <code object __copy__ at 0x7f8e2fdf6540, file "f.py", line 798> LOAD_CONST 'ImmutableDict.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_GLOBAL dict LOAD_METHOD __repr__ LOAD_FAST self CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ImmutableMultiDict' STORE_NAME __qualname__ LOAD_CONST 'An immutable :class:`MultiDict`.\n\n .. versionadded:: 0.5\n ' STORE_NAME __doc__ LOAD_CONST <code object copy at 0x7f8e2fdf6660, file "f.py", line 808> LOAD_CONST 'ImmutableMultiDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST <code object __copy__ at 0x7f8e2fdf66f0, file "f.py", line 815> LOAD_CONST 'ImmutableMultiDict.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MultiDict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ImmutableOrderedMultiDict' STORE_NAME __qualname__ LOAD_CONST 'An immutable :class:`OrderedMultiDict`.\n\n .. versionadded:: 0.6\n ' STORE_NAME __doc__ LOAD_CONST <code object _iter_hashitems at 0x7f8e2fdf6810, file "f.py", line 825> LOAD_CONST 'ImmutableOrderedMultiDict._iter_hashitems' MAKE_FUNCTION STORE_NAME _iter_hashitems LOAD_CONST <code object copy at 0x7f8e2fdf68a0, file "f.py", line 828> LOAD_CONST 'ImmutableOrderedMultiDict.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST <code object __copy__ at 0x7f8e2fdf6930, file "f.py", line 835> LOAD_CONST 'ImmutableOrderedMultiDict.__copy__' MAKE_FUNCTION STORE_NAME __copy__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR items LOAD_CONST True LOAD_CONST ('multi',) CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL OrderedMultiDict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallbackDict' STORE_NAME __qualname__ LOAD_CONST 'A dict that calls a function passed every time something is changed.\n The function is passed the dict instance.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_CONST <code object __init__ at 0x7f8e2fdf6a50, file "f.py", line 844> LOAD_CONST 'CallbackDict.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __repr__ at 0x7f8e2fdf6ae0, file "f.py", line 848> LOAD_CONST 'CallbackDict.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST initial JUMP_IF_TRUE_OR_POP LOAD_CONST () CALL_METHOD POP_TOP LOAD_FAST on_update LOAD_FAST self STORE_ATTR on_update LOAD_CONST None RETURN_VALUE LOAD_CONST '<' LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' ' LOAD_GLOBAL dict LOAD_METHOD __repr__ LOAD_FAST self CALL_METHOD FORMAT_VALUE LOAD_CONST '>' BUILD_STRING RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HeaderSet' STORE_NAME __qualname__ LOAD_CONST "Similar to the :class:`ETags` class this implements a set-like structure.\n Unlike :class:`ETags` this is case insensitive and used for vary, allow, and\n content-language headers.\n\n If not constructed using the :func:`parse_set_header` function the\n instantiation works like this:\n\n >>> hs = HeaderSet(['foo', 'bar', 'baz'])\n >>> hs\n HeaderSet(['foo', 'bar', 'baz'])\n " STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_CONST <code object __init__ at 0x7f8e2fdf6c90, file "f.py", line 865> LOAD_CONST 'HeaderSet.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object add at 0x7f8e2fdf6d20, file "f.py", line 870> LOAD_CONST 'HeaderSet.add' MAKE_FUNCTION STORE_NAME add LOAD_CONST <code object remove at 0x7f8e2fdf6e40, file "f.py", line 874> LOAD_CONST 'HeaderSet.remove' MAKE_FUNCTION STORE_NAME remove LOAD_CONST <code object update at 0x7f8e2fdf6ed0, file "f.py", line 895> LOAD_CONST 'HeaderSet.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST <code object discard at 0x7f8e2fdf6f60, file "f.py", line 910> LOAD_CONST 'HeaderSet.discard' MAKE_FUNCTION STORE_NAME discard LOAD_CONST <code object find at 0x7f8e2fc02030, file "f.py", line 920> LOAD_CONST 'HeaderSet.find' MAKE_FUNCTION STORE_NAME find LOAD_CONST <code object index at 0x7f8e2fc020c0, file "f.py", line 931> LOAD_CONST 'HeaderSet.index' MAKE_FUNCTION STORE_NAME index LOAD_CONST <code object clear at 0x7f8e2fc02150, file "f.py", line 942> LOAD_CONST 'HeaderSet.clear' MAKE_FUNCTION STORE_NAME clear LOAD_CONST (False,) LOAD_CONST <code object as_set at 0x7f8e2fc021e0, file "f.py", line 949> LOAD_CONST 'HeaderSet.as_set' MAKE_FUNCTION STORE_NAME as_set LOAD_CONST <code object to_header at 0x7f8e2fc02270, file "f.py", line 962> LOAD_CONST 'HeaderSet.to_header' MAKE_FUNCTION STORE_NAME to_header LOAD_CONST <code object __getitem__ at 0x7f8e2fc02300, file "f.py", line 966> LOAD_CONST 'HeaderSet.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __delitem__ at 0x7f8e2fc02390, file "f.py", line 969> LOAD_CONST 'HeaderSet.__delitem__' MAKE_FUNCTION STORE_NAME __delitem__ LOAD_CONST <code object __setitem__ at 0x7f8e2fc02420, file "f.py", line 975> LOAD_CONST 'HeaderSet.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object __contains__ at 0x7f8e2fc024b0, file "f.py", line 983> LOAD_CONST 'HeaderSet.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST <code object __len__ at 0x7f8e2fc02540, file "f.py", line 986> LOAD_CONST 'HeaderSet.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST <code object __iter__ at 0x7f8e2fc025d0, file "f.py", line 989> LOAD_CONST 'HeaderSet.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST <code object __bool__ at 0x7f8e2fc02660, file "f.py", line 992> LOAD_CONST 'HeaderSet.__bool__' MAKE_FUNCTION STORE_NAME __bool__ LOAD_CONST <code object __str__ at 0x7f8e2fc026f0, file "f.py", line 995> LOAD_CONST 'HeaderSet.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __repr__ at 0x7f8e2fc02780, file "f.py", line 998> LOAD_CONST 'HeaderSet.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST headers JUMP_IF_TRUE_OR_POP LOAD_CONST () CALL_FUNCTION LOAD_FAST self STORE_ATTR _headers LOAD_CONST <code object <setcomp> at 0x7f8e2fdf6c00, file "f.py", line 867> LOAD_CONST 'HeaderSet.__init__.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _headers GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR _set LOAD_FAST on_update LOAD_FAST self STORE_ATTR on_update LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_METHOD lower CALL_METHOD SET_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD update LOAD_FAST header BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST header LOAD_METHOD lower CALL_METHOD STORE_FAST key LOAD_FAST key LOAD_FAST self LOAD_ATTR _set COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL KeyError LOAD_FAST header CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _set LOAD_METHOD remove LOAD_FAST key CALL_METHOD POP_TOP SETUP_LOOP to 84 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR _headers CALL_FUNCTION GET_ITER FOR_ITER to 82 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST key LOAD_FAST key LOAD_METHOD lower CALL_METHOD LOAD_FAST header COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _headers LOAD_FAST idx DELETE_SUBSCR BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR on_update LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_update LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST inserted_any SETUP_LOOP to 64 LOAD_FAST iterable GET_ITER FOR_ITER to 62 STORE_FAST header LOAD_FAST header LOAD_METHOD lower CALL_METHOD STORE_FAST key LOAD_FAST key LOAD_FAST self LOAD_ATTR _set COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _headers LOAD_METHOD append LOAD_FAST header CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _set LOAD_METHOD add LOAD_FAST key CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST inserted_any JUMP_ABSOLUTE POP_BLOCK LOAD_FAST inserted_any POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR on_update LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_update LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_FAST self LOAD_METHOD remove LOAD_FAST header CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 36 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 36 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST header LOAD_METHOD lower CALL_METHOD STORE_FAST header SETUP_LOOP to 48 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR _headers CALL_FUNCTION GET_ITER FOR_ITER to 46 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST item LOAD_FAST item LOAD_METHOD lower CALL_METHOD LOAD_FAST header COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST idx RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST -1 RETURN_VALUE LOAD_FAST self LOAD_METHOD find LOAD_FAST header CALL_METHOD STORE_FAST rv LOAD_FAST rv LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL IndexError LOAD_FAST header CALL_FUNCTION RAISE_VARARGS LOAD_FAST rv RETURN_VALUE LOAD_FAST self LOAD_ATTR _set LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _headers LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_FAST self LOAD_ATTR on_update LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_update LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST preserve_casing POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR _headers CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR _set CALL_FUNCTION RETURN_VALUE LOAD_CONST ', ' LOAD_METHOD join LOAD_GLOBAL map LOAD_GLOBAL http LOAD_ATTR quote_header_value LOAD_FAST self LOAD_ATTR _headers CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _headers LOAD_FAST idx BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _headers LOAD_METHOD pop LOAD_FAST idx CALL_METHOD STORE_FAST rv LOAD_FAST self LOAD_ATTR _set LOAD_METHOD remove LOAD_FAST rv LOAD_METHOD lower CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR on_update LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_update LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _headers LOAD_FAST idx BINARY_SUBSCR STORE_FAST old LOAD_FAST self LOAD_ATTR _set LOAD_METHOD remove LOAD_FAST old LOAD_METHOD lower CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST self LOAD_ATTR _headers LOAD_FAST idx STORE_SUBSCR LOAD_FAST self LOAD_ATTR _set LOAD_METHOD add LOAD_FAST value LOAD_METHOD lower CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR on_update LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_update LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST header LOAD_METHOD lower CALL_METHOD LOAD_FAST self LOAD_ATTR _set COMPARE_OP in RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _set CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR _headers CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL bool LOAD_FAST self LOAD_ATTR _set CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD to_header CALL_METHOD RETURN_VALUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_FAST self LOAD_ATTR _headers FORMAT_VALUE repr LOAD_CONST ')' BUILD_STRING RETURN_VALUE
from __future__ import annotations from collections.abc import MutableSet from copy import deepcopy from .. import exceptions from .._internal import _missing from .mixins import ImmutableDictMixin from .mixins import ImmutableListMixin from .mixins import ImmutableMultiDictMixin from .mixins import UpdateDictMixin def is_immutable(self): raise TypeError(f"{type(self).__name__!r} objects are immutable") def iter_multi_items(mapping): """Iterates over the items of a mapping yielding keys and values without dropping any from more complex structures. """ if isinstance(mapping, MultiDict): yield from mapping.items(multi=True) elif isinstance(mapping, dict): for key, value in mapping.items(): if isinstance(value, (tuple, list)): for v in value: yield key, v else: yield key, value else: yield from mapping class ImmutableList(ImmutableListMixin, list): """An immutable :class:`list`. .. versionadded:: 0.5 :private: """ def __repr__(self): return f"{type(self).__name__}({list.__repr__(self)})" class TypeConversionDict(dict): """Works like a regular dict but the :meth:`get` method can perform type conversions. :class:`MultiDict` and :class:`CombinedMultiDict` are subclasses of this class and provide the same feature. .. versionadded:: 0.5 """ def get(self, key, default=None, type=None): """Return the default value if the requested data doesn't exist. If `type` is provided and is a callable it should convert the value, return it or raise a :exc:`ValueError` if that is not possible. In this case the function will return the default as if the value was not found: >>> d = TypeConversionDict(foo='42', bar='blub') >>> d.get('foo', type=int) 42 >>> d.get('bar', -1, type=int) -1 :param key: The key to be looked up. :param default: The default value to be returned if the key can't be looked up. If not further specified `None` is returned. :param type: A callable that is used to cast the value in the :class:`MultiDict`. If a :exc:`ValueError` is raised by this callable the default value is returned. """ try: rv = self[key] except KeyError: return default if type is not None: try: rv = type(rv) except ValueError: rv = default return rv class ImmutableTypeConversionDict(ImmutableDictMixin, TypeConversionDict): """Works like a :class:`TypeConversionDict` but does not support modifications. .. versionadded:: 0.5 """ def copy(self): """Return a shallow mutable copy of this object. Keep in mind that the standard library's :func:`copy` function is a no-op for this class like for any other python immutable type (eg: :class:`tuple`). """ return TypeConversionDict(self) def __copy__(self): return self class MultiDict(TypeConversionDict): """A :class:`MultiDict` is a dictionary subclass customized to deal with multiple values for the same key which is for example used by the parsing functions in the wrappers. This is necessary because some HTML form elements pass multiple values for the same key. :class:`MultiDict` implements all standard dictionary methods. Internally, it saves all values for a key as a list, but the standard dict access methods will only return the first value for a key. If you want to gain access to the other values, too, you have to use the `list` methods as explained below. Basic Usage: >>> d = MultiDict([('a', 'b'), ('a', 'c')]) >>> d MultiDict([('a', 'b'), ('a', 'c')]) >>> d['a'] 'b' >>> d.getlist('a') ['b', 'c'] >>> 'a' in d True It behaves like a normal dict thus all dict functions will only return the first value when multiple values for one key are found. From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP exceptions. A :class:`MultiDict` can be constructed from an iterable of ``(key, value)`` tuples, a dict, a :class:`MultiDict` or from Werkzeug 0.2 onwards some keyword parameters. :param mapping: the initial value for the :class:`MultiDict`. Either a regular dict, an iterable of ``(key, value)`` tuples or `None`. """ def __init__(self, mapping=None): if isinstance(mapping, MultiDict): dict.__init__(self, ((k, l[:]) for k, l in mapping.lists())) elif isinstance(mapping, dict): tmp = {} for key, value in mapping.items(): if isinstance(value, (tuple, list)): if len(value) == 0: continue value = list(value) else: value = [value] tmp[key] = value dict.__init__(self, tmp) else: tmp = {} for key, value in mapping or (): tmp.setdefault(key, []).append(value) dict.__init__(self, tmp) def __getstate__(self): return dict(self.lists()) def __setstate__(self, value): dict.clear(self) dict.update(self, value) def __iter__(self): return dict.__iter__(self) def __getitem__(self, key): """Return the first data value for this key; raises KeyError if not found. :param key: The key to be looked up. :raise KeyError: if the key does not exist. """ if key in self: lst = dict.__getitem__(self, key) if len(lst) > 0: return lst[0] raise exceptions.BadRequestKeyError(key) def __setitem__(self, key, value): """Like :meth:`add` but removes an existing key first. :param key: the key for the value. :param value: the value to set. """ dict.__setitem__(self, key, [value]) def add(self, key, value): """Adds a new value for the key. .. versionadded:: 0.6 :param key: the key for the value. :param value: the value to add. """ dict.setdefault(self, key, []).append(value) def getlist(self, key, type=None): """Return the list of items for a given key. If that key is not in the `MultiDict`, the return value will be an empty list. Just like `get`, `getlist` accepts a `type` parameter. All items will be converted with the callable defined there. :param key: The key to be looked up. :param type: A callable that is used to cast the value in the :class:`MultiDict`. If a :exc:`ValueError` is raised by this callable the value will be removed from the list. :return: a :class:`list` of all the values for the key. """ try: rv = dict.__getitem__(self, key) except KeyError: return [] if type is None: return list(rv) result = [] for item in rv: try: result.append(type(item)) except ValueError: pass return result def setlist(self, key, new_list): """Remove the old values for a key and add new ones. Note that the list you pass the values in will be shallow-copied before it is inserted in the dictionary. >>> d = MultiDict() >>> d.setlist('foo', ['1', '2']) >>> d['foo'] '1' >>> d.getlist('foo') ['1', '2'] :param key: The key for which the values are set. :param new_list: An iterable with the new values for the key. Old values are removed first. """ dict.__setitem__(self, key, list(new_list)) def setdefault(self, key, default=None): """Returns the value for the key if it is in the dict, otherwise it returns `default` and sets that value for `key`. :param key: The key to be looked up. :param default: The default value to be returned if the key is not in the dict. If not further specified it's `None`. """ if key not in self: self[key] = default else: default = self[key] return default def setlistdefault(self, key, default_list=None): """Like `setdefault` but sets multiple values. The list returned is not a copy, but the list that is actually used internally. This means that you can put new values into the dict by appending items to the list: >>> d = MultiDict({"foo": 1}) >>> d.setlistdefault("foo").extend([2, 3]) >>> d.getlist("foo") [1, 2, 3] :param key: The key to be looked up. :param default_list: An iterable of default values. It is either copied (in case it was a list) or converted into a list before returned. :return: a :class:`list` """ if key not in self: default_list = list(default_list or ()) dict.__setitem__(self, key, default_list) else: default_list = dict.__getitem__(self, key) return default_list def items(self, multi=False): """Return an iterator of ``(key, value)`` pairs. :param multi: If set to `True` the iterator returned will have a pair for each value of each key. Otherwise it will only contain pairs for the first value of each key. """ for key, values in dict.items(self): if multi: for value in values: yield key, value else: yield key, values[0] def lists(self): """Return a iterator of ``(key, values)`` pairs, where values is the list of all values associated with the key.""" for key, values in dict.items(self): yield key, list(values) def values(self): """Returns an iterator of the first value on every key's value list.""" for values in dict.values(self): yield values[0] def listvalues(self): """Return an iterator of all values associated with a key. Zipping :meth:`keys` and this is the same as calling :meth:`lists`: >>> d = MultiDict({"foo": [1, 2, 3]}) >>> zip(d.keys(), d.listvalues()) == d.lists() True """ return dict.values(self) def copy(self): """Return a shallow copy of this object.""" return self.__class__(self) def deepcopy(self, memo=None): """Return a deep copy of this object.""" return self.__class__(deepcopy(self.to_dict(flat=False), memo)) def to_dict(self, flat=True): """Return the contents as regular dict. If `flat` is `True` the returned dict will only have the first item present, if `flat` is `False` all values will be returned as lists. :param flat: If set to `False` the dict returned will have lists with all the values in it. Otherwise it will only contain the first value for each key. :return: a :class:`dict` """ if flat: return dict(self.items()) return dict(self.lists()) def update(self, mapping): """update() extends rather than replaces existing key lists: >>> a = MultiDict({'x': 1}) >>> b = MultiDict({'x': 2, 'y': 3}) >>> a.update(b) >>> a MultiDict([('y', 3), ('x', 1), ('x', 2)]) If the value list for a key in ``other_dict`` is empty, no new values will be added to the dict and the key will not be created: >>> x = {'empty_list': []} >>> y = MultiDict() >>> y.update(x) >>> y MultiDict([]) """ for key, value in iter_multi_items(mapping): MultiDict.add(self, key, value) def pop(self, key, default=_missing): """Pop the first item for a list on the dict. Afterwards the key is removed from the dict, so additional values are discarded: >>> d = MultiDict({"foo": [1, 2, 3]}) >>> d.pop("foo") 1 >>> "foo" in d False :param key: the key to pop. :param default: if provided the value to return if the key was not in the dictionary. """ try: lst = dict.pop(self, key) if len(lst) == 0: raise exceptions.BadRequestKeyError(key) return lst[0] except KeyError: if default is not _missing: return default raise exceptions.BadRequestKeyError(key) from None def popitem(self): """Pop an item from the dict.""" try: item = dict.popitem(self) if len(item[1]) == 0: raise exceptions.BadRequestKeyError(item[0]) return (item[0], item[1][0]) except KeyError as e: raise exceptions.BadRequestKeyError(e.args[0]) from None def poplist(self, key): """Pop the list for a key from the dict. If the key is not in the dict an empty list is returned. .. versionchanged:: 0.5 If the key does no longer exist a list is returned instead of raising an error. """ return dict.pop(self, key, []) def popitemlist(self): """Pop a ``(key, list)`` tuple from the dict.""" try: return dict.popitem(self) except KeyError as e: raise exceptions.BadRequestKeyError(e.args[0]) from None def __copy__(self): return self.copy() def __deepcopy__(self, memo): return self.deepcopy(memo=memo) def __repr__(self): return f"{type(self).__name__}({list(self.items(multi=True))!r})" class _omd_bucket: """Wraps values in the :class:`OrderedMultiDict`. This makes it possible to keep an order over multiple different keys. It requires a lot of extra memory and slows down access a lot, but makes it possible to access elements in O(1) and iterate in O(n). """ __slots__ = ("prev", "key", "value", "next") def __init__(self, omd, key, value): self.prev = omd._last_bucket self.key = key self.value = value self.next = None if omd._first_bucket is None: omd._first_bucket = self if omd._last_bucket is not None: omd._last_bucket.next = self omd._last_bucket = self def unlink(self, omd): if self.prev: self.prev.next = self.next if self.next: self.next.prev = self.prev if omd._first_bucket is self: omd._first_bucket = self.next if omd._last_bucket is self: omd._last_bucket = self.prev class OrderedMultiDict(MultiDict): """Works like a regular :class:`MultiDict` but preserves the order of the fields. To convert the ordered multi dict into a list you can use the :meth:`items` method and pass it ``multi=True``. In general an :class:`OrderedMultiDict` is an order of magnitude slower than a :class:`MultiDict`. .. admonition:: note Due to a limitation in Python you cannot convert an ordered multi dict into a regular dict by using ``dict(multidict)``. Instead you have to use the :meth:`to_dict` method, otherwise the internal bucket objects are exposed. """ def __init__(self, mapping=None): dict.__init__(self) self._first_bucket = self._last_bucket = None if mapping is not None: OrderedMultiDict.update(self, mapping) def __eq__(self, other): if not isinstance(other, MultiDict): return NotImplemented if isinstance(other, OrderedMultiDict): iter1 = iter(self.items(multi=True)) iter2 = iter(other.items(multi=True)) try: for k1, v1 in iter1: k2, v2 = next(iter2) if k1 != k2 or v1 != v2: return False except StopIteration: return False try: next(iter2) except StopIteration: return True return False if len(self) != len(other): return False for key, values in self.lists(): if other.getlist(key) != values: return False return True __hash__ = None def __reduce_ex__(self, protocol): return type(self), (list(self.items(multi=True)),) def __getstate__(self): return list(self.items(multi=True)) def __setstate__(self, values): dict.clear(self) for key, value in values: self.add(key, value) def __getitem__(self, key): if key in self: return dict.__getitem__(self, key)[0].value raise exceptions.BadRequestKeyError(key) def __setitem__(self, key, value): self.poplist(key) self.add(key, value) def __delitem__(self, key): self.pop(key) def keys(self): return (key for key, value in self.items()) def __iter__(self): return iter(self.keys()) def values(self): return (value for key, value in self.items()) def items(self, multi=False): ptr = self._first_bucket if multi: while ptr is not None: yield ptr.key, ptr.value ptr = ptr.next else: returned_keys = set() while ptr is not None: if ptr.key not in returned_keys: returned_keys.add(ptr.key) yield ptr.key, ptr.value ptr = ptr.next def lists(self): returned_keys = set() ptr = self._first_bucket while ptr is not None: if ptr.key not in returned_keys: yield ptr.key, self.getlist(ptr.key) returned_keys.add(ptr.key) ptr = ptr.next def listvalues(self): for _key, values in self.lists(): yield values def add(self, key, value): dict.setdefault(self, key, []).append(_omd_bucket(self, key, value)) def getlist(self, key, type=None): try: rv = dict.__getitem__(self, key) except KeyError: return [] if type is None: return [x.value for x in rv] result = [] for item in rv: try: result.append(type(item.value)) except ValueError: pass return result def setlist(self, key, new_list): self.poplist(key) for value in new_list: self.add(key, value) def setlistdefault(self, key, default_list=None): raise TypeError("setlistdefault is unsupported for ordered multi dicts") def update(self, mapping): for key, value in iter_multi_items(mapping): OrderedMultiDict.add(self, key, value) def poplist(self, key): buckets = dict.pop(self, key, ()) for bucket in buckets: bucket.unlink(self) return [x.value for x in buckets] def pop(self, key, default=_missing): try: buckets = dict.pop(self, key) except KeyError: if default is not _missing: return default raise exceptions.BadRequestKeyError(key) from None for bucket in buckets: bucket.unlink(self) return buckets[0].value def popitem(self): try: key, buckets = dict.popitem(self) except KeyError as e: raise exceptions.BadRequestKeyError(e.args[0]) from None for bucket in buckets: bucket.unlink(self) return key, buckets[0].value def popitemlist(self): try: key, buckets = dict.popitem(self) except KeyError as e: raise exceptions.BadRequestKeyError(e.args[0]) from None for bucket in buckets: bucket.unlink(self) return key, [x.value for x in buckets] class CombinedMultiDict(ImmutableMultiDictMixin, MultiDict): """A read only :class:`MultiDict` that you can pass multiple :class:`MultiDict` instances as sequence and it will combine the return values of all wrapped dicts: >>> from werkzeug.datastructures import CombinedMultiDict, MultiDict >>> post = MultiDict([('foo', 'bar')]) >>> get = MultiDict([('blub', 'blah')]) >>> combined = CombinedMultiDict([get, post]) >>> combined['foo'] 'bar' >>> combined['blub'] 'blah' This works for all read operations and will raise a `TypeError` for methods that usually change data which isn't possible. From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP exceptions. """ def __reduce_ex__(self, protocol): return type(self), (self.dicts,) def __init__(self, dicts=None): self.dicts = list(dicts) or [] @classmethod def fromkeys(cls, keys, value=None): raise TypeError(f"cannot create {cls.__name__!r} instances by fromkeys") def __getitem__(self, key): for d in self.dicts: if key in d: return d[key] raise exceptions.BadRequestKeyError(key) def get(self, key, default=None, type=None): for d in self.dicts: if key in d: if type is not None: try: return type(d[key]) except ValueError: continue return d[key] return default def getlist(self, key, type=None): rv = [] for d in self.dicts: rv.extend(d.getlist(key, type)) return rv def _keys_impl(self): """This function exists so __len__ can be implemented more efficiently, saving one list creation from an iterator. """ rv = set() rv.update(*self.dicts) return rv def keys(self): return self._keys_impl() def __iter__(self): return iter(self.keys()) def items(self, multi=False): found = set() for d in self.dicts: for key, value in d.items(multi): if multi: yield key, value elif key not in found: found.add(key) yield key, value def values(self): for _key, value in self.items(): yield value def lists(self): rv = {} for d in self.dicts: for key, values in d.lists(): rv.setdefault(key, []).extend(values) return list(rv.items()) def listvalues(self): return (x[1] for x in self.lists()) def copy(self): """Return a shallow mutable copy of this object. This returns a :class:`MultiDict` representing the data at the time of copying. The copy will no longer reflect changes to the wrapped dicts. .. versionchanged:: 0.15 Return a mutable :class:`MultiDict`. """ return MultiDict(self) def to_dict(self, flat=True): """Return the contents as regular dict. If `flat` is `True` the returned dict will only have the first item present, if `flat` is `False` all values will be returned as lists. :param flat: If set to `False` the dict returned will have lists with all the values in it. Otherwise it will only contain the first item for each key. :return: a :class:`dict` """ if flat: return dict(self.items()) return dict(self.lists()) def __len__(self): return len(self._keys_impl()) def __contains__(self, key): for d in self.dicts: if key in d: return True return False def __repr__(self): return f"{type(self).__name__}({self.dicts!r})" class ImmutableDict(ImmutableDictMixin, dict): """An immutable :class:`dict`. .. versionadded:: 0.5 """ def __repr__(self): return f"{type(self).__name__}({dict.__repr__(self)})" def copy(self): """Return a shallow mutable copy of this object. Keep in mind that the standard library's :func:`copy` function is a no-op for this class like for any other python immutable type (eg: :class:`tuple`). """ return dict(self) def __copy__(self): return self class ImmutableMultiDict(ImmutableMultiDictMixin, MultiDict): """An immutable :class:`MultiDict`. .. versionadded:: 0.5 """ def copy(self): """Return a shallow mutable copy of this object. Keep in mind that the standard library's :func:`copy` function is a no-op for this class like for any other python immutable type (eg: :class:`tuple`). """ return MultiDict(self) def __copy__(self): return self class ImmutableOrderedMultiDict(ImmutableMultiDictMixin, OrderedMultiDict): """An immutable :class:`OrderedMultiDict`. .. versionadded:: 0.6 """ def _iter_hashitems(self): return enumerate(self.items(multi=True)) def copy(self): """Return a shallow mutable copy of this object. Keep in mind that the standard library's :func:`copy` function is a no-op for this class like for any other python immutable type (eg: :class:`tuple`). """ return OrderedMultiDict(self) def __copy__(self): return self class CallbackDict(UpdateDictMixin, dict): """A dict that calls a function passed every time something is changed. The function is passed the dict instance. """ def __init__(self, initial=None, on_update=None): dict.__init__(self, initial or ()) self.on_update = on_update def __repr__(self): return f"<{type(self).__name__} {dict.__repr__(self)}>" class HeaderSet(MutableSet): """Similar to the :class:`ETags` class this implements a set-like structure. Unlike :class:`ETags` this is case insensitive and used for vary, allow, and content-language headers. If not constructed using the :func:`parse_set_header` function the instantiation works like this: >>> hs = HeaderSet(['foo', 'bar', 'baz']) >>> hs HeaderSet(['foo', 'bar', 'baz']) """ def __init__(self, headers=None, on_update=None): self._headers = list(headers or ()) self._set = {x.lower() for x in self._headers} self.on_update = on_update def add(self, header): """Add a new header to the set.""" self.update((header,)) def remove(self, header): """Remove a header from the set. This raises an :exc:`KeyError` if the header is not in the set. .. versionchanged:: 0.5 In older versions a :exc:`IndexError` was raised instead of a :exc:`KeyError` if the object was missing. :param header: the header to be removed. """ key = header.lower() if key not in self._set: raise KeyError(header) self._set.remove(key) for idx, key in enumerate(self._headers): if key.lower() == header: del self._headers[idx] break if self.on_update is not None: self.on_update(self) def update(self, iterable): """Add all the headers from the iterable to the set. :param iterable: updates the set with the items from the iterable. """ inserted_any = False for header in iterable: key = header.lower() if key not in self._set: self._headers.append(header) self._set.add(key) inserted_any = True if inserted_any and self.on_update is not None: self.on_update(self) def discard(self, header): """Like :meth:`remove` but ignores errors. :param header: the header to be discarded. """ try: self.remove(header) except KeyError: pass def find(self, header): """Return the index of the header in the set or return -1 if not found. :param header: the header to be looked up. """ header = header.lower() for idx, item in enumerate(self._headers): if item.lower() == header: return idx return -1 def index(self, header): """Return the index of the header in the set or raise an :exc:`IndexError`. :param header: the header to be looked up. """ rv = self.find(header) if rv < 0: raise IndexError(header) return rv def clear(self): """Clear the set.""" self._set.clear() del self._headers[:] if self.on_update is not None: self.on_update(self) def as_set(self, preserve_casing=False): """Return the set as real python set type. When calling this, all the items are converted to lowercase and the ordering is lost. :param preserve_casing: if set to `True` the items in the set returned will have the original case like in the :class:`HeaderSet`, otherwise they will be lowercase. """ if preserve_casing: return set(self._headers) return set(self._set) def to_header(self): """Convert the header set into an HTTP header string.""" return ", ".join(map(http.quote_header_value, self._headers)) def __getitem__(self, idx): return self._headers[idx] def __delitem__(self, idx): rv = self._headers.pop(idx) self._set.remove(rv.lower()) if self.on_update is not None: self.on_update(self) def __setitem__(self, idx, value): old = self._headers[idx] self._set.remove(old.lower()) self._headers[idx] = value self._set.add(value.lower()) if self.on_update is not None: self.on_update(self) def __contains__(self, header): return header.lower() in self._set def __len__(self): return len(self._set) def __iter__(self): return iter(self._headers) def __bool__(self): return bool(self._set) def __str__(self): return self.to_header() def __repr__(self): return f"{type(self).__name__}({self._headers!r})" from .. import http
data/werkzeug-3.0.1/src/werkzeug/datastructures/structures.py
16,446
9,031
396,746
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST ('copy',) IMPORT_NAME copy IMPORT_FROM copy STORE_NAME copy POP_TOP LOAD_CONST 0 LOAD_CONST ('date', 'datetime', 'timedelta') IMPORT_NAME datetime IMPORT_FROM date STORE_NAME date IMPORT_FROM datetime STORE_NAME datetime IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('sleep',) IMPORT_NAME time IMPORT_FROM sleep STORE_NAME sleep POP_TOP LOAD_CONST 0 LOAD_CONST ('List',) IMPORT_NAME typing IMPORT_FROM List STORE_NAME List POP_TOP LOAD_CONST 0 LOAD_CONST ('PropertyMock', 'patch') IMPORT_NAME unittest.mock IMPORT_FROM PropertyMock STORE_NAME PropertyMock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME lance STORE_NAME lance LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME polars STORE_NAME pl LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pyarrow STORE_NAME pa LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('BaseModel',) IMPORT_NAME pydantic IMPORT_FROM BaseModel STORE_NAME BaseModel POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME lancedb STORE_NAME lancedb LOAD_CONST 0 LOAD_CONST ('MockTextEmbeddingFunction',) IMPORT_NAME lancedb.conftest IMPORT_FROM MockTextEmbeddingFunction STORE_NAME MockTextEmbeddingFunction POP_TOP LOAD_CONST 0 LOAD_CONST ('LanceDBConnection',) IMPORT_NAME lancedb.db IMPORT_FROM LanceDBConnection STORE_NAME LanceDBConnection POP_TOP LOAD_CONST 0 LOAD_CONST ('EmbeddingFunctionConfig', 'EmbeddingFunctionRegistry') IMPORT_NAME lancedb.embeddings IMPORT_FROM EmbeddingFunctionConfig STORE_NAME EmbeddingFunctionConfig IMPORT_FROM EmbeddingFunctionRegistry STORE_NAME EmbeddingFunctionRegistry POP_TOP LOAD_CONST 0 LOAD_CONST ('LanceModel', 'Vector') IMPORT_NAME lancedb.pydantic IMPORT_FROM LanceModel STORE_NAME LanceModel IMPORT_FROM Vector STORE_NAME Vector POP_TOP LOAD_CONST 0 LOAD_CONST ('LanceTable',) IMPORT_NAME lancedb.table IMPORT_FROM LanceTable STORE_NAME LanceTable POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object MockDB at 0x7fab42782810, file "f.py", line 25> LOAD_CONST 'MockDB' MAKE_FUNCTION LOAD_CONST 'MockDB' CALL_FUNCTION STORE_NAME MockDB LOAD_NAME pytest LOAD_ATTR fixture LOAD_NAME MockDB LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object db at 0x7fab42782b70, file "f.py", line 35> LOAD_CONST 'db' MAKE_FUNCTION CALL_FUNCTION STORE_NAME db LOAD_CONST <code object test_basic at 0x7fab42782ae0, file "f.py", line 40> LOAD_CONST 'test_basic' MAKE_FUNCTION STORE_NAME test_basic LOAD_CONST <code object test_create_table at 0x7fab42782e40, file "f.py", line 56> LOAD_CONST 'test_create_table' MAKE_FUNCTION STORE_NAME test_create_table LOAD_CONST <code object test_empty_table at 0x7fab42782f60, file "f.py", line 91> LOAD_CONST 'test_empty_table' MAKE_FUNCTION STORE_NAME test_empty_table LOAD_CONST <code object test_add at 0x7fab42782db0, file "f.py", line 107> LOAD_CONST 'test_add' MAKE_FUNCTION STORE_NAME test_add LOAD_CONST <code object test_add_pydantic_model at 0x7fab42782c90, file "f.py", line 136> LOAD_CONST 'test_add_pydantic_model' MAKE_FUNCTION STORE_NAME test_add_pydantic_model LOAD_CONST <code object test_polars at 0x7fab42782ed0, file "f.py", line 174> LOAD_CONST 'test_polars' MAKE_FUNCTION STORE_NAME test_polars LOAD_CONST <code object _add at 0x7fab42782d20, file "f.py", line 210> LOAD_CONST '_add' MAKE_FUNCTION STORE_NAME _add LOAD_CONST <code object test_versioning at 0x7fab5437b030, file "f.py", line 229> LOAD_CONST 'test_versioning' MAKE_FUNCTION STORE_NAME test_versioning LOAD_CONST <code object test_create_index_method at 0x7fab5437b0c0, file "f.py", line 252> LOAD_CONST 'test_create_index_method' MAKE_FUNCTION STORE_NAME test_create_index_method LOAD_CONST <code object test_add_with_nans at 0x7fab5437b150, file "f.py", line 282> LOAD_CONST 'test_add_with_nans' MAKE_FUNCTION STORE_NAME test_add_with_nans LOAD_CONST <code object test_restore at 0x7fab5437b1e0, file "f.py", line 327> LOAD_CONST 'test_restore' MAKE_FUNCTION STORE_NAME test_restore LOAD_CONST <code object test_merge at 0x7fab5437b270, file "f.py", line 354> LOAD_CONST 'test_merge' MAKE_FUNCTION STORE_NAME test_merge LOAD_CONST <code object test_delete at 0x7fab5437b300, file "f.py", line 374> LOAD_CONST 'test_delete' MAKE_FUNCTION STORE_NAME test_delete LOAD_CONST <code object test_update at 0x7fab5437b390, file "f.py", line 389> LOAD_CONST 'test_update' MAKE_FUNCTION STORE_NAME test_update LOAD_CONST <code object test_update_types at 0x7fab5437b540, file "f.py", line 406> LOAD_CONST 'test_update_types' MAKE_FUNCTION STORE_NAME test_update_types LOAD_CONST <code object test_merge_insert at 0x7fab5437b5d0, file "f.py", line 469> LOAD_CONST 'test_merge_insert' MAKE_FUNCTION STORE_NAME test_merge_insert LOAD_CONST <code object test_create_with_embedding_function at 0x7fab5437b780, file "f.py", line 529> LOAD_CONST 'test_create_with_embedding_function' MAKE_FUNCTION STORE_NAME test_create_with_embedding_function LOAD_CONST <code object test_create_f16_table at 0x7fab5437b9c0, file "f.py", line 557> LOAD_CONST 'test_create_f16_table' MAKE_FUNCTION STORE_NAME test_create_f16_table LOAD_CONST <code object test_add_with_embedding_function at 0x7fab5437bc00, file "f.py", line 582> LOAD_CONST 'test_add_with_embedding_function' MAKE_FUNCTION STORE_NAME test_add_with_embedding_function LOAD_CONST <code object test_multiple_vector_columns at 0x7fab5437bd20, file "f.py", line 606> LOAD_CONST 'test_multiple_vector_columns' MAKE_FUNCTION STORE_NAME test_multiple_vector_columns LOAD_CONST <code object test_create_scalar_index at 0x7fab5437bdb0, file "f.py", line 634> LOAD_CONST 'test_create_scalar_index' MAKE_FUNCTION STORE_NAME test_create_scalar_index LOAD_CONST <code object test_empty_query at 0x7fab5437bed0, file "f.py", line 660> LOAD_CONST 'test_empty_query' MAKE_FUNCTION STORE_NAME test_empty_query LOAD_CONST <code object test_search_with_schema_inf_single_vector at 0x7fab641ed0c0, file "f.py", line 679> LOAD_CONST 'test_search_with_schema_inf_single_vector' MAKE_FUNCTION STORE_NAME test_search_with_schema_inf_single_vector LOAD_CONST <code object test_search_with_schema_inf_multiple_vector at 0x7fab641ed270, file "f.py", line 706> LOAD_CONST 'test_search_with_schema_inf_multiple_vector' MAKE_FUNCTION STORE_NAME test_search_with_schema_inf_multiple_vector LOAD_CONST <code object test_compact_cleanup at 0x7fab641ed300, file "f.py", line 732> LOAD_CONST 'test_compact_cleanup' MAKE_FUNCTION STORE_NAME test_compact_cleanup LOAD_CONST <code object test_count_rows at 0x7fab641ed420, file "f.py", line 760> LOAD_CONST 'test_count_rows' MAKE_FUNCTION STORE_NAME test_count_rows LOAD_CONST <code object test_hybrid_search at 0x7fab641ed660, file "f.py", line 771> LOAD_CONST 'test_hybrid_search' MAKE_FUNCTION STORE_NAME test_hybrid_search LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'consistency_interval' LOAD_CONST None LOAD_NAME timedelta LOAD_CONST 0 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_NAME timedelta LOAD_CONST 0.1 LOAD_CONST ('seconds',) CALL_FUNCTION BUILD_LIST CALL_METHOD LOAD_CONST <code object test_consistency at 0x7fab641ed780, file "f.py", line 818> LOAD_CONST 'test_consistency' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_consistency LOAD_CONST <code object test_restore_consistency at 0x7fab641ed810, file "f.py", line 843> LOAD_CONST 'test_restore_consistency' MAKE_FUNCTION STORE_NAME test_restore_consistency LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MockDB' STORE_NAME __qualname__ LOAD_NAME Path LOAD_CONST ('uri',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab42782780, file "f.py", line 26> LOAD_CONST 'MockDB.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME functools LOAD_ATTR cached_property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_managed_remote at 0x7fab427829c0, file "f.py", line 30> LOAD_CONST 'MockDB.is_managed_remote' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_managed_remote LOAD_CONST None RETURN_VALUE LOAD_FAST uri LOAD_FAST self STORE_ATTR uri LOAD_CONST None LOAD_FAST self STORE_ATTR read_consistency_interval LOAD_CONST None RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL MockDB LOAD_FAST tmp_path CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION LOAD_METHOD to_lance CALL_METHOD STORE_FAST ds LOAD_GLOBAL LanceTable LOAD_FAST db LOAD_CONST 'test' CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_ATTR name LOAD_CONST 'test' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR schema LOAD_FAST ds LOAD_ATTR schema COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_lance CALL_METHOD LOAD_METHOD to_table CALL_METHOD LOAD_FAST ds LOAD_METHOD to_table CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'vector' LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'item' LOAD_GLOBAL pa LOAD_METHOD string CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'price' LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST schema LOAD_GLOBAL pa LOAD_ATTR Table LOAD_ATTR from_arrays LOAD_GLOBAL pa LOAD_ATTR FixedSizeListArray LOAD_METHOD from_arrays LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 3.1 LOAD_CONST 4.1 LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST CALL_METHOD LOAD_CONST 2 CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 10.0 LOAD_CONST 20.0 BUILD_LIST CALL_METHOD BUILD_LIST LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST expected LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST STORE_FAST data LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST df LOAD_FAST data LOAD_METHOD append LOAD_FAST df CALL_METHOD POP_TOP LOAD_FAST data LOAD_METHOD append LOAD_GLOBAL pa LOAD_ATTR Table LOAD_ATTR from_pandas LOAD_FAST df LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION CALL_METHOD POP_TOP SETUP_LOOP to 272 LOAD_GLOBAL enumerate LOAD_FAST data CALL_FUNCTION GET_ITER FOR_ITER to 270 UNPACK_SEQUENCE STORE_FAST i STORE_FAST d LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test_' LOAD_FAST i FORMAT_VALUE BUILD_STRING LOAD_FAST d LOAD_FAST schema LOAD_CONST ('data', 'schema') CALL_FUNCTION LOAD_METHOD to_lance CALL_METHOD LOAD_METHOD to_table CALL_METHOD STORE_FAST tbl LOAD_FAST expected LOAD_FAST tbl COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'vector' LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'item' LOAD_GLOBAL pa LOAD_METHOD string CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'price' LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST schema LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test' LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST tbl LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST data LOAD_FAST tbl LOAD_ATTR add LOAD_FAST data LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'vector' LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'item' LOAD_GLOBAL pa LOAD_METHOD string CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'price' LOAD_GLOBAL pa LOAD_METHOD float64 CALL_METHOD CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST schema LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL _add LOAD_FAST table LOAD_FAST schema CALL_FUNCTION POP_TOP LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test2' LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_ATTR add LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL _add LOAD_FAST table LOAD_FAST schema CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Metadata at 0x7fab42782930, file "f.py", line 137> LOAD_CONST 'Metadata' MAKE_FUNCTION LOAD_CONST 'Metadata' LOAD_GLOBAL BaseModel CALL_FUNCTION STORE_DEREF Metadata LOAD_BUILD_CLASS LOAD_CLOSURE Metadata BUILD_TUPLE LOAD_CONST <code object Document at 0x7fab42782c00, file "f.py", line 141> LOAD_CONST 'Document' MAKE_FUNCTION LOAD_CONST 'Document' LOAD_GLOBAL BaseModel CALL_FUNCTION STORE_DEREF Document LOAD_BUILD_CLASS LOAD_CLOSURE Document BUILD_TUPLE LOAD_CONST <code object LanceSchema at 0x7fab42782a50, file "f.py", line 145> LOAD_CONST 'LanceSchema' MAKE_FUNCTION LOAD_CONST 'LanceSchema' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST LanceSchema LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'mytable' LOAD_FAST LanceSchema LOAD_CONST 'overwrite' LOAD_CONST ('schema', 'mode') CALL_FUNCTION STORE_FAST tbl LOAD_FAST tbl LOAD_ATTR schema LOAD_FAST LanceSchema LOAD_METHOD to_arrow_schema CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST LanceSchema LOAD_CONST 'id' LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_DEREF Document LOAD_CONST 'foo' LOAD_DEREF Metadata LOAD_CONST 'bar' LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD LOAD_CONST ('source', 'timestamp') CALL_FUNCTION LOAD_CONST ('content', 'meta') CALL_FUNCTION LOAD_CONST ('id', 'vector', 'li', 'payload') CALL_FUNCTION STORE_FAST expected LOAD_FAST tbl LOAD_METHOD add LOAD_FAST expected BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST tbl LOAD_METHOD search LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pydantic LOAD_FAST LanceSchema CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST result LOAD_FAST result LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_METHOD search LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_ATTR to_pandas LOAD_CONST 1 LOAD_CONST ('flatten',) CALL_FUNCTION STORE_FAST flattened LOAD_GLOBAL len LOAD_FAST flattened LOAD_ATTR columns CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_METHOD search LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_ATTR to_pandas LOAD_CONST True LOAD_CONST ('flatten',) CALL_FUNCTION STORE_FAST really_flattened LOAD_GLOBAL len LOAD_FAST really_flattened LOAD_ATTR columns CALL_FUNCTION LOAD_CONST 7 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_add_pydantic_model.<locals>.Metadata' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'source' STORE_SUBSCR LOAD_NAME datetime LOAD_NAME __annotations__ LOAD_CONST 'timestamp' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_add_pydantic_model.<locals>.Document' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'content' STORE_SUBSCR LOAD_CLASSDEREF Metadata LOAD_NAME __annotations__ LOAD_CONST 'meta' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_add_pydantic_model.<locals>.LanceSchema' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'id' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 2 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector' STORE_SUBSCR LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'li' STORE_SUBSCR LOAD_CLASSDEREF Document LOAD_NAME __annotations__ LOAD_CONST 'payload' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST LOAD_CONST 10.0 LOAD_CONST 20.0 BUILD_LIST LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP STORE_FAST data LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test' LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_FAST data CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_pandas CALL_METHOD STORE_FAST result LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST result LOAD_CONST 'vector' BINARY_SUBSCR LOAD_METHOD tolist CALL_METHOD LOAD_FAST data LOAD_CONST 'vector' BINARY_SUBSCR CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST 'item' BINARY_SUBSCR LOAD_METHOD tolist CALL_METHOD LOAD_FAST data LOAD_CONST 'item' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST result LOAD_CONST 'price' BINARY_SUBSCR LOAD_METHOD tolist CALL_METHOD LOAD_FAST data LOAD_CONST 'price' BINARY_SUBSCR CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pa LOAD_METHOD schema LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'vector' LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'item' LOAD_GLOBAL pa LOAD_METHOD large_string CALL_METHOD CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD field LOAD_CONST 'price' LOAD_GLOBAL pa LOAD_METHOD float64 CALL_METHOD CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST schema LOAD_FAST table LOAD_ATTR schema LOAD_FAST schema COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST STORE_FAST q LOAD_FAST table LOAD_METHOD search LOAD_FAST q CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_polars CALL_METHOD STORE_FAST result LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST result LOAD_CONST 'vector' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST q CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST 'item' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'foo' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST result LOAD_CONST 'price' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 10.0 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_polars CALL_METHOD STORE_FAST result LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST result LOAD_METHOD collect CALL_METHOD LOAD_CONST 'vector' BINARY_SUBSCR LOAD_METHOD to_list CALL_METHOD LOAD_FAST data LOAD_CONST 'vector' BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_METHOD filter LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'item' CALL_METHOD LOAD_METHOD is_in LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST CALL_METHOD CALL_METHOD LOAD_METHOD collect CALL_METHOD STORE_FAST filtered_result LOAD_GLOBAL len LOAD_FAST filtered_result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD add LOAD_CONST 6.3 LOAD_CONST 100.5 BUILD_LIST LOAD_CONST 'new' LOAD_CONST 30.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pa LOAD_ATTR Table LOAD_ATTR from_arrays LOAD_GLOBAL pa LOAD_ATTR FixedSizeListArray LOAD_METHOD from_arrays LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 3.1 LOAD_CONST 4.1 LOAD_CONST 5.9 LOAD_CONST 26.5 LOAD_CONST 6.3 LOAD_CONST 100.5 BUILD_LIST CALL_METHOD LOAD_CONST 2 CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 'foo' LOAD_CONST 'bar' LOAD_CONST 'new' BUILD_LIST CALL_METHOD LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 10.0 LOAD_CONST 20.0 LOAD_CONST 30.0 BUILD_LIST CALL_METHOD BUILD_LIST LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5.9 LOAD_CONST 26.5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD add LOAD_CONST 6.3 LOAD_CONST 100.5 BUILD_LIST LOAD_CONST 'new' LOAD_CONST 30.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD checkout LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST table LOAD_ATTR version LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_ATTR object LOAD_GLOBAL LanceTable LOAD_CONST '_dataset_mut' LOAD_GLOBAL PropertyMock LOAD_CONST ('new_callable',) CALL_FUNCTION SETUP_WITH to 104 STORE_FAST mock_dataset LOAD_CONST None LOAD_FAST mock_dataset LOAD_ATTR return_value LOAD_ATTR create_index STORE_ATTR return_value LOAD_GLOBAL LanceDBConnection LOAD_CONST 'mock.uri' LOAD_CONST ('uri',) CALL_FUNCTION STORE_FAST connection LOAD_GLOBAL LanceTable LOAD_FAST connection LOAD_CONST 'test_table' CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_ATTR create_index LOAD_CONST 'L2' LOAD_CONST 256 LOAD_CONST 96 LOAD_CONST 'vector' LOAD_CONST True LOAD_CONST 256 LOAD_CONST ('metric', 'num_partitions', 'num_sub_vectors', 'vector_column_name', 'replace', 'index_cache_size') CALL_FUNCTION POP_TOP LOAD_FAST mock_dataset LOAD_ATTR return_value LOAD_ATTR create_index LOAD_ATTR assert_called_once_with LOAD_CONST 'vector' LOAD_CONST 'IVF_PQ' LOAD_CONST 'L2' LOAD_CONST 256 LOAD_CONST 96 LOAD_CONST True LOAD_CONST None LOAD_CONST 256 LOAD_CONST ('column', 'index_type', 'metric', 'num_partitions', 'num_sub_vectors', 'replace', 'accelerator', 'index_cache_size') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 5.0 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST bad_data SETUP_LOOP to 132 LOAD_FAST bad_data GET_ITER FOR_ITER to 130 STORE_FAST row LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 122 POP_TOP LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'error_test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_FAST row BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'drop_test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_CONST 5 BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'drop' LOAD_CONST ('data', 'on_bad_vectors') CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'fill_test' LOAD_CONST 3.1 LOAD_CONST 4.1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 10.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP LOAD_GLOBAL np LOAD_ATTR nan LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'bar' LOAD_CONST 20.0 LOAD_CONST ('vector', 'item', 'price') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'fill' LOAD_CONST 0.0 LOAD_CONST ('data', 'on_bad_vectors', 'fill_value') CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_lance CALL_METHOD LOAD_ATTR to_table LOAD_CONST "item == 'bar'" LOAD_CONST ('filter',) CALL_FUNCTION STORE_FAST arrow_tbl LOAD_FAST arrow_tbl LOAD_CONST 'vector' BINARY_SUBSCR LOAD_METHOD to_pylist CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST v LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST v LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 1.1 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 'vector' LOAD_CONST ('vector', 'type') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD add LOAD_CONST 0.5 LOAD_CONST 0.2 BUILD_LIST LOAD_CONST 'vector' LOAD_CONST ('vector', 'type') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD restore LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD checkout LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD restore CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD restore LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 214 POP_TOP LOAD_FAST table LOAD_METHOD restore LOAD_CONST 6 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 246 POP_TOP LOAD_FAST table LOAD_METHOD restore LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 1.1 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 0 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 1.2 LOAD_CONST 1.9 BUILD_LIST LOAD_CONST 1 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST ('document', 'id') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST other_table LOAD_FAST table LOAD_ATTR merge LOAD_FAST other_table LOAD_CONST 'id' LOAD_CONST ('left_on',) CALL_FUNCTION POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pa LOAD_ATTR table LOAD_CONST 1.1 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 1.2 LOAD_CONST 1.9 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST LOAD_CONST ('vector', 'id', 'document') BUILD_CONST_KEY_MAP LOAD_FAST table LOAD_ATTR schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL lance LOAD_METHOD write_dataset LOAD_FAST other_table LOAD_FAST tmp_path LOAD_CONST 'other_table.lance' BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST other_dataset LOAD_FAST table LOAD_METHOD restore LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST table LOAD_ATTR merge LOAD_FAST other_dataset LOAD_CONST 'id' LOAD_CONST ('left_on',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 1.1 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 0 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 1.2 LOAD_CONST 1.9 BUILD_LIST LOAD_CONST 1 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD delete LOAD_CONST 'id=0' CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_pandas CALL_METHOD LOAD_CONST 'id' BINARY_SUBSCR LOAD_METHOD tolist CALL_METHOD LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 1.1 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 0 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 1.2 LOAD_CONST 1.9 BUILD_LIST LOAD_CONST 1 LOAD_CONST ('vector', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR update LOAD_CONST 'id=0' LOAD_CONST 'vector' LOAD_CONST 1.1 LOAD_CONST 1.1 BUILD_LIST BUILD_MAP LOAD_CONST ('where', 'values') CALL_FUNCTION POP_TOP LOAD_GLOBAL len LOAD_FAST table LOAD_METHOD list_versions CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_CONST 'vector' BINARY_SUBSCR LOAD_METHOD combine_chunks CALL_METHOD STORE_FAST v LOAD_FAST v LOAD_ATTR values LOAD_METHOD to_numpy CALL_METHOD LOAD_METHOD reshape LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD STORE_FAST v LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST v LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.2 LOAD_CONST 1.9 BUILD_LIST LOAD_CONST 1.1 LOAD_CONST 1.1 BUILD_LIST BUILD_LIST CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 0 LOAD_CONST 'foo' LOAD_CONST 1.1 LOAD_GLOBAL datetime LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL date LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 1.0 BUILD_LIST LOAD_CONST ('id', 'str', 'float', 'timestamp', 'date', 'vector1', 'vector2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_ATTR update LOAD_GLOBAL dict LOAD_CONST '1' LOAD_CONST "'bar'" LOAD_CONST '2.2' LOAD_CONST "TIMESTAMP '2021-01-02 00:00:00'" LOAD_CONST "DATE '2021-01-02'" LOAD_CONST '[2.0, 2.0]' LOAD_CONST '[3.0, 3.0]' LOAD_CONST ('id', 'str', 'float', 'timestamp', 'date', 'vector1', 'vector2') CALL_FUNCTION LOAD_CONST ('values_sql',) CALL_FUNCTION POP_TOP LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD to_pylist CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST actual LOAD_GLOBAL dict LOAD_CONST 1 LOAD_CONST 'bar' LOAD_CONST 2.2 LOAD_GLOBAL datetime LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 2 CALL_FUNCTION LOAD_GLOBAL date LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 2 CALL_FUNCTION LOAD_CONST 2.0 LOAD_CONST 2.0 BUILD_LIST LOAD_CONST 3.0 LOAD_CONST 3.0 BUILD_LIST LOAD_CONST ('id', 'str', 'float', 'timestamp', 'date', 'vector1', 'vector2') CALL_FUNCTION STORE_FAST expected LOAD_FAST actual LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR update LOAD_GLOBAL dict LOAD_CONST 2 LOAD_CONST 'baz' LOAD_CONST 3.3 LOAD_GLOBAL datetime LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL date LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 3 CALL_FUNCTION LOAD_CONST 3.0 LOAD_CONST 3.0 BUILD_LIST LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 4.0 LOAD_CONST 4.0 BUILD_LIST CALL_METHOD LOAD_CONST ('id', 'str', 'float', 'timestamp', 'date', 'vector1', 'vector2') CALL_FUNCTION LOAD_CONST ('values',) CALL_FUNCTION POP_TOP LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD to_pylist CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST actual LOAD_GLOBAL dict LOAD_CONST 2 LOAD_CONST 'baz' LOAD_CONST 3.3 LOAD_GLOBAL datetime LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL date LOAD_CONST 2021 LOAD_CONST 1 LOAD_CONST 3 CALL_FUNCTION LOAD_CONST 3.0 LOAD_CONST 3.0 BUILD_LIST LOAD_CONST 4.0 LOAD_CONST 4.0 BUILD_LIST LOAD_CONST ('id', 'str', 'float', 'timestamp', 'date', 'vector1', 'vector2') CALL_FUNCTION STORE_FAST expected LOAD_FAST actual LOAD_FAST expected COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version STORE_FAST version LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'x' LOAD_CONST 'y' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST new_data LOAD_FAST table LOAD_METHOD merge_insert LOAD_CONST 'a' CALL_METHOD LOAD_METHOD when_matched_update_all CALL_METHOD LOAD_METHOD when_not_matched_insert_all CALL_METHOD LOAD_METHOD execute LOAD_FAST new_data CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'x' LOAD_CONST 'y' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD sort_by LOAD_CONST 'a' CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD restore LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD merge_insert LOAD_CONST 'a' CALL_METHOD LOAD_ATTR when_matched_update_all LOAD_CONST "target.b = 'b'" LOAD_CONST ('where',) CALL_FUNCTION LOAD_METHOD execute LOAD_FAST new_data CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'x' LOAD_CONST 'c' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD sort_by LOAD_CONST 'a' CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD restore LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD merge_insert LOAD_CONST 'a' CALL_METHOD LOAD_METHOD when_not_matched_insert_all CALL_METHOD LOAD_METHOD execute LOAD_FAST new_data CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD sort_by LOAD_CONST 'a' CALL_METHOD LOAD_FAST expected COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD restore LOAD_FAST version CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'x' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST new_data LOAD_FAST table LOAD_METHOD merge_insert LOAD_CONST 'a' CALL_METHOD LOAD_METHOD when_matched_update_all CALL_METHOD LOAD_METHOD when_not_matched_insert_all CALL_METHOD LOAD_METHOD when_not_matched_by_source_delete LOAD_CONST 'a > 2' CALL_METHOD LOAD_METHOD execute LOAD_FAST new_data CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'x' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD sort_by LOAD_CONST 'a' CALL_METHOD LOAD_FAST expected COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD restore LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD merge_insert LOAD_CONST 'a' CALL_METHOD LOAD_METHOD when_matched_update_all CALL_METHOD LOAD_METHOD when_not_matched_insert_all CALL_METHOD LOAD_METHOD when_not_matched_by_source_delete CALL_METHOD LOAD_METHOD execute LOAD_FAST new_data CALL_METHOD POP_TOP LOAD_GLOBAL pa LOAD_METHOD table LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'x' LOAD_CONST 'z' BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD to_arrow CALL_METHOD LOAD_METHOD sort_by LOAD_CONST 'a' CALL_METHOD LOAD_FAST expected COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MyTable at 0x7fab5437b660, file "f.py", line 530> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL MockTextEmbeddingFunction CALL_FUNCTION STORE_FAST func LOAD_CONST 'hello world' LOAD_CONST 'goodbye world' LOAD_CONST 'foo bar baz fizz buzz' BUILD_LIST STORE_FAST texts LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST texts LOAD_FAST func LOAD_METHOD compute_source_embeddings LOAD_FAST texts CALL_METHOD LOAD_CONST ('text', 'vector') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST df LOAD_GLOBAL EmbeddingFunctionConfig LOAD_CONST 'text' LOAD_CONST 'vector' LOAD_FAST func LOAD_CONST ('source_column', 'vector_column', 'function') CALL_FUNCTION STORE_FAST conf LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_FAST conf BUILD_LIST LOAD_CONST ('schema', 'embedding_functions') CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_CONST 'hi how are you?' STORE_FAST query_str LOAD_FAST func LOAD_METHOD compute_query_embeddings LOAD_FAST query_str CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST query_vector LOAD_FAST table LOAD_METHOD search LOAD_FAST query_vector CALL_METHOD LOAD_METHOD limit LOAD_CONST 2 CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD search LOAD_FAST query_str CALL_METHOD LOAD_METHOD limit LOAD_CONST 2 CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST actual LOAD_FAST actual LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_create_with_embedding_function.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MyTable at 0x7fab5437b810, file "f.py", line 558> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_CONST <code object <listcomp> at 0x7fab5437b8a0, file "f.py", line 564> LOAD_CONST 'test_create_f16_table.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 10000 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST <code object <listcomp> at 0x7fab5437b930, file "f.py", line 565> LOAD_CONST 'test_create_f16_table.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 10000 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('text', 'vector') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST df LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'f16_tbl' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_FAST table LOAD_ATTR create_index LOAD_CONST 2 LOAD_CONST 8 LOAD_CONST ('num_partitions', 'num_sub_vectors') CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR vector LOAD_ATTR iloc LOAD_CONST 2 BINARY_SUBSCR STORE_FAST query LOAD_FAST table LOAD_METHOD search LOAD_FAST query CALL_METHOD LOAD_METHOD limit LOAD_CONST 2 CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST expected LOAD_CONST 's-2' LOAD_FAST expected LOAD_CONST 'text' BINARY_SUBSCR LOAD_METHOD to_pylist CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_create_f16_table.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 128 LOAD_NAME pa LOAD_METHOD float16 CALL_METHOD LOAD_CONST ('value_type',) CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector' STORE_SUBSCR LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_CONST 's-' LOAD_FAST i FORMAT_VALUE BUILD_STRING LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST _ LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 128 CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR float16 CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL EmbeddingFunctionRegistry LOAD_METHOD get_instance CALL_METHOD LOAD_METHOD get LOAD_CONST 'test' CALL_METHOD CALL_FUNCTION STORE_DEREF emb LOAD_BUILD_CLASS LOAD_CLOSURE emb BUILD_TUPLE LOAD_CONST <code object MyTable at 0x7fab5437bae0, file "f.py", line 585> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_CONST 'hello world' LOAD_CONST 'goodbye world' LOAD_CONST 'foo bar baz fizz buzz' BUILD_LIST STORE_FAST texts LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_CONST 'text' LOAD_FAST texts BUILD_MAP CALL_METHOD STORE_FAST df LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_CONST 'the quick brown fox' LOAD_CONST 'jumped over the lazy dog' BUILD_LIST STORE_FAST texts LOAD_FAST table LOAD_METHOD add LOAD_CONST <code object <listcomp> at 0x7fab5437bb70, file "f.py", line 596> LOAD_CONST 'test_add_with_embedding_function.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST texts GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST 'hi how are you?' STORE_FAST query_str LOAD_DEREF emb LOAD_METHOD compute_query_embeddings LOAD_FAST query_str CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST query_vector LOAD_FAST table LOAD_METHOD search LOAD_FAST query_vector CALL_METHOD LOAD_METHOD limit LOAD_CONST 2 CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST expected LOAD_FAST table LOAD_METHOD search LOAD_FAST query_str CALL_METHOD LOAD_METHOD limit LOAD_CONST 2 CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST actual LOAD_FAST actual LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_add_with_embedding_function.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CLASSDEREF emb LOAD_METHOD SourceField CALL_METHOD STORE_NAME text LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_CLASSDEREF emb LOAD_METHOD VectorField CALL_METHOD STORE_NAME vector LOAD_NAME Vector LOAD_CLASSDEREF emb LOAD_METHOD ndims CALL_METHOD CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector' STORE_SUBSCR LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST t LOAD_CONST 'text' LOAD_FAST t BUILD_MAP LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MyTable at 0x7fab5437bc90, file "f.py", line 607> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v1 LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v2 LOAD_FAST v1 LOAD_FAST v2 LOAD_CONST 'foo' LOAD_CONST ('vector1', 'vector2', 'text') BUILD_CONST_KEY_MAP LOAD_FAST v2 LOAD_FAST v1 LOAD_CONST 'bar' LOAD_CONST ('vector1', 'vector2', 'text') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST data LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST data CALL_METHOD STORE_FAST df LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST q LOAD_FAST table LOAD_ATTR search LOAD_FAST q LOAD_CONST 'vector1' LOAD_CONST ('vector_column_name',) CALL_FUNCTION LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST result1 LOAD_FAST table LOAD_ATTR search LOAD_FAST q LOAD_CONST 'vector2' LOAD_CONST ('vector_column_name',) CALL_FUNCTION LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST result2 LOAD_FAST result1 LOAD_CONST 'text' BINARY_SUBSCR LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST result2 LOAD_CONST 'text' BINARY_SUBSCR LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_multiple_vector_columns.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector1' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector2' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pa LOAD_METHOD array LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 4 BUILD_LIST LOAD_CONST 5 LOAD_CONST 5 BUILD_LIST BUILD_LIST LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD float32 CALL_METHOD LOAD_CONST 2 CALL_METHOD CALL_METHOD STORE_FAST vec_array LOAD_GLOBAL pa LOAD_ATTR Table LOAD_METHOD from_pydict LOAD_CONST 'c' LOAD_CONST 'b' LOAD_CONST 'a' LOAD_CONST 'e' LOAD_CONST 'b' BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_FAST vec_array LOAD_CONST ('x', 'y', 'vector') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST test_data LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST test_data LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD create_scalar_index LOAD_CONST 'x' CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD to_lance CALL_METHOD LOAD_METHOD list_indices CALL_METHOD STORE_FAST indices LOAD_GLOBAL len LOAD_FAST indices CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST indices LOAD_CONST 0 BINARY_SUBSCR STORE_FAST scalar_index LOAD_FAST scalar_index LOAD_CONST 'type' BINARY_SUBSCR LOAD_CONST 'Scalar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD search CALL_METHOD LOAD_METHOD where LOAD_CONST "x = 'c'" CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST results LOAD_FAST results LOAD_FAST test_data LOAD_METHOD slice LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD search LOAD_CONST 5 LOAD_CONST 5 BUILD_LIST CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST results LOAD_FAST results LOAD_CONST '_distance' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD as_py CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD search LOAD_CONST 5 LOAD_CONST 5 BUILD_LIST CALL_METHOD LOAD_METHOD where LOAD_CONST "x != 'b'" CALL_METHOD LOAD_METHOD to_arrow CALL_METHOD STORE_FAST results LOAD_FAST results LOAD_CONST '_distance' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD as_py CALL_METHOD LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 'foo' LOAD_CONST 0 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'bar' LOAD_CONST 1 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD search CALL_METHOD LOAD_METHOD select LOAD_CONST 'id' BUILD_LIST CALL_METHOD LOAD_METHOD where LOAD_CONST "text='bar'" CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR id LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR STORE_FAST val LOAD_FAST val LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table2' LOAD_CONST <code object <listcomp> at 0x7fab5437be40, file "f.py", line 670> LOAD_CONST 'test_empty_query.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 100 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD search CALL_METHOD LOAD_METHOD select LOAD_CONST 'id' BUILD_LIST CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST df LOAD_GLOBAL len LOAD_FAST df CALL_FUNCTION LOAD_CONST 10 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD search CALL_METHOD LOAD_METHOD select LOAD_CONST 'id' BUILD_LIST CALL_METHOD LOAD_METHOD limit LOAD_CONST None CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST df LOAD_GLOBAL len LOAD_FAST df CALL_FUNCTION LOAD_CONST 100 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD search CALL_METHOD LOAD_METHOD select LOAD_CONST 'id' BUILD_LIST CALL_METHOD LOAD_METHOD limit LOAD_CONST -1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST df LOAD_GLOBAL len LOAD_FAST df CALL_FUNCTION LOAD_CONST 100 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_CONST 'id' LOAD_FAST i BUILD_MAP LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MyTable at 0x7fab5437bf60, file "f.py", line 680> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v1 LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v2 LOAD_FAST v1 LOAD_CONST 'foo' LOAD_CONST ('vector_col', 'text') BUILD_CONST_KEY_MAP LOAD_FAST v2 LOAD_CONST 'bar' LOAD_CONST ('vector_col', 'text') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST data LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST data CALL_METHOD STORE_FAST df LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST q LOAD_FAST table LOAD_ATTR search LOAD_FAST q LOAD_CONST 'vector_col' LOAD_CONST ('vector_column_name',) CALL_FUNCTION LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST result1 LOAD_FAST table LOAD_METHOD search LOAD_FAST q CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD STORE_FAST result2 LOAD_FAST result1 LOAD_CONST 'text' BINARY_SUBSCR LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST result2 LOAD_CONST 'text' BINARY_SUBSCR LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_search_with_schema_inf_single_vector.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector_col' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MyTable at 0x7fab641ed150, file "f.py", line 707> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v1 LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST v2 LOAD_FAST v1 LOAD_FAST v2 LOAD_CONST 'foo' LOAD_CONST ('vector1', 'vector2', 'text') BUILD_CONST_KEY_MAP LOAD_FAST v2 LOAD_FAST v1 LOAD_CONST 'bar' LOAD_CONST ('vector1', 'vector2', 'text') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST data LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST data CALL_METHOD STORE_FAST df LOAD_FAST table LOAD_METHOD add LOAD_FAST df CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 10 CALL_METHOD STORE_FAST q LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 148 POP_TOP LOAD_FAST table LOAD_METHOD search LOAD_FAST q CALL_METHOD LOAD_METHOD limit LOAD_CONST 1 CALL_METHOD LOAD_METHOD to_pandas CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_search_with_schema_inf_multiple_vector.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector1' STORE_SUBSCR LOAD_NAME Vector LOAD_CONST 10 CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector2' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 'foo' LOAD_CONST 0 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'bar' LOAD_CONST 1 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD add LOAD_CONST 'baz' LOAD_CONST 2 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD compact_files CALL_METHOD STORE_FAST stats LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST stats LOAD_ATTR fragments_removed LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST stats LOAD_ATTR fragments_added LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD cleanup_old_versions CALL_METHOD STORE_FAST stats LOAD_FAST stats LOAD_ATTR bytes_removed LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR cleanup_old_versions LOAD_GLOBAL timedelta LOAD_CONST 0 CALL_FUNCTION LOAD_CONST True LOAD_CONST ('older_than', 'delete_unverified') CALL_FUNCTION STORE_FAST stats LOAD_FAST stats LOAD_ATTR bytes_removed LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR version LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL Exception LOAD_CONST 'Version 3 no longer exists' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 244 POP_TOP LOAD_FAST table LOAD_METHOD checkout LOAD_CONST 3 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 'foo' LOAD_CONST 0 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'bar' LOAD_CONST 1 LOAD_CONST ('text', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL len LOAD_FAST table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD count_rows CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_ATTR count_rows LOAD_CONST "text='bar'" LOAD_CONST ('filter',) CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MockDB LOAD_GLOBAL str LOAD_FAST tmp_path CALL_FUNCTION CALL_FUNCTION STORE_FAST db LOAD_GLOBAL EmbeddingFunctionRegistry LOAD_METHOD get_instance CALL_METHOD LOAD_METHOD get LOAD_CONST 'test' CALL_METHOD CALL_FUNCTION STORE_DEREF emb LOAD_BUILD_CLASS LOAD_CLOSURE emb BUILD_TUPLE LOAD_CONST <code object MyTable at 0x7fab641ed540, file "f.py", line 775> LOAD_CONST 'MyTable' MAKE_FUNCTION LOAD_CONST 'MyTable' LOAD_GLOBAL LanceModel CALL_FUNCTION STORE_FAST MyTable LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_FAST MyTable LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST table LOAD_CONST "great kid don't get cocky" LOAD_CONST "now that's a name I haven't heard in a long time" LOAD_CONST 'if you strike me down I shall become more powerful than you imagine' LOAD_CONST 'I find your lack of faith disturbing' LOAD_CONST "I've got a bad feeling about this" LOAD_CONST 'never tell me the odds' LOAD_CONST 'I am your father' LOAD_CONST 'somebody has to save our skins' LOAD_CONST 'New strategy R2 let the wookiee win' LOAD_CONST 'Arrrrggghhhhhhh' BUILD_LIST STORE_FAST phrases LOAD_FAST table LOAD_METHOD add LOAD_CONST <code object <listcomp> at 0x7fab641ed5d0, file "f.py", line 798> LOAD_CONST 'test_hybrid_search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST phrases GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD create_fts_index LOAD_CONST 'text' CALL_METHOD POP_TOP LOAD_FAST table LOAD_ATTR search LOAD_CONST 'Our father who art in heaven' LOAD_CONST 'hybrid' LOAD_CONST ('query_type',) CALL_FUNCTION LOAD_ATTR rerank LOAD_CONST 'score' LOAD_CONST ('normalize',) CALL_FUNCTION LOAD_METHOD to_pydantic LOAD_FAST MyTable CALL_METHOD STORE_FAST result1 LOAD_FAST table LOAD_ATTR search LOAD_CONST 'Our father who art in heaven' LOAD_CONST 'hybrid' LOAD_CONST ('query_type',) CALL_FUNCTION LOAD_ATTR rerank LOAD_CONST 'rank' LOAD_CONST ('normalize',) CALL_FUNCTION LOAD_METHOD to_pydantic LOAD_FAST MyTable CALL_METHOD STORE_FAST result2 LOAD_FAST table LOAD_ATTR search LOAD_CONST 'Our father who art in heaven' LOAD_CONST 'hybrid' LOAD_CONST ('query_type',) CALL_FUNCTION LOAD_METHOD to_pydantic LOAD_FAST MyTable CALL_METHOD STORE_FAST result3 LOAD_FAST result1 LOAD_FAST result3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_hybrid_search.<locals>.MyTable' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CLASSDEREF emb LOAD_METHOD SourceField CALL_METHOD STORE_NAME text LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'text' STORE_SUBSCR LOAD_CLASSDEREF emb LOAD_METHOD VectorField CALL_METHOD STORE_NAME vector LOAD_NAME Vector LOAD_CLASSDEREF emb LOAD_METHOD ndims CALL_METHOD CALL_FUNCTION LOAD_NAME __annotations__ LOAD_CONST 'vector' STORE_SUBSCR LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST p LOAD_CONST 'text' LOAD_FAST p BUILD_MAP LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL lancedb LOAD_METHOD connect LOAD_FAST tmp_path CALL_METHOD STORE_FAST db LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 'id' LOAD_CONST 0 BUILD_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL lancedb LOAD_ATTR connect LOAD_FAST tmp_path LOAD_FAST consistency_interval LOAD_CONST ('read_consistency_interval',) CALL_FUNCTION STORE_FAST db2 LOAD_FAST db2 LOAD_METHOD open_table LOAD_CONST 'my_table' CALL_METHOD STORE_FAST table2 LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table LOAD_METHOD add LOAD_CONST 'id' LOAD_CONST 1 BUILD_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST consistency_interval LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table2 LOAD_METHOD checkout_latest CALL_METHOD POP_TOP LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 218 LOAD_FAST consistency_interval LOAD_GLOBAL timedelta LOAD_CONST 0 LOAD_CONST ('seconds',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 218 LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL sleep LOAD_CONST 0.1 CALL_FUNCTION POP_TOP LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lancedb LOAD_METHOD connect LOAD_FAST tmp_path CALL_METHOD STORE_FAST db LOAD_GLOBAL LanceTable LOAD_ATTR create LOAD_FAST db LOAD_CONST 'my_table' LOAD_CONST 'id' LOAD_CONST 0 BUILD_MAP BUILD_LIST LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST table LOAD_GLOBAL lancedb LOAD_ATTR connect LOAD_FAST tmp_path LOAD_GLOBAL timedelta LOAD_CONST 0 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('read_consistency_interval',) CALL_FUNCTION STORE_FAST db2 LOAD_FAST db2 LOAD_METHOD open_table LOAD_CONST 'my_table' CALL_METHOD STORE_FAST table2 LOAD_FAST table2 LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL copy LOAD_FAST table2 CALL_FUNCTION STORE_FAST table_fixed LOAD_FAST table_fixed LOAD_METHOD checkout LOAD_FAST table LOAD_ATTR version CALL_METHOD POP_TOP LOAD_GLOBAL copy LOAD_FAST table_fixed CALL_FUNCTION STORE_FAST table_ref_latest LOAD_FAST table_ref_latest LOAD_METHOD checkout_latest CALL_METHOD POP_TOP LOAD_FAST table LOAD_METHOD add LOAD_CONST 'id' LOAD_CONST 2 BUILD_MAP BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST table_fixed LOAD_ATTR version LOAD_FAST table LOAD_ATTR version LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST table_ref_latest LOAD_ATTR version LOAD_FAST table LOAD_ATTR version COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import functools from copy import copy from datetime import date, datetime, timedelta from pathlib import Path from time import sleep from typing import List from unittest.mock import PropertyMock, patch import lance import numpy as np import pandas as pd import polars as pl import pyarrow as pa import pytest from pydantic import BaseModel import lancedb from lancedb.conftest import MockTextEmbeddingFunction from lancedb.db import LanceDBConnection from lancedb.embeddings import EmbeddingFunctionConfig, EmbeddingFunctionRegistry from lancedb.pydantic import LanceModel, Vector from lancedb.table import LanceTable class MockDB: def __init__(self, uri: Path): self.uri = uri self.read_consistency_interval = None @functools.cached_property def is_managed_remote(self) -> bool: return False @pytest.fixture def db(tmp_path) -> MockDB: return MockDB(tmp_path) def test_basic(db): ds = LanceTable.create( db, "test", data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ], ).to_lance() table = LanceTable(db, "test") assert table.name == "test" assert table.schema == ds.schema assert table.to_lance().to_table() == ds.to_table() def test_create_table(db): schema = pa.schema( [ pa.field("vector", pa.list_(pa.float32(), 2)), pa.field("item", pa.string()), pa.field("price", pa.float32()), ] ) expected = pa.Table.from_arrays( [ pa.FixedSizeListArray.from_arrays(pa.array([3.1, 4.1, 5.9, 26.5]), 2), pa.array(["foo", "bar"]), pa.array([10.0, 20.0]), ], schema=schema, ) data = [ [ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ] ] df = pd.DataFrame(data[0]) data.append(df) data.append(pa.Table.from_pandas(df, schema=schema)) for i, d in enumerate(data): tbl = ( LanceTable.create(db, f"test_{i}", data=d, schema=schema) .to_lance() .to_table() ) assert expected == tbl def test_empty_table(db): schema = pa.schema( [ pa.field("vector", pa.list_(pa.float32(), 2)), pa.field("item", pa.string()), pa.field("price", pa.float32()), ] ) tbl = LanceTable.create(db, "test", schema=schema) data = [ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ] tbl.add(data=data) def test_add(db): schema = pa.schema( [ pa.field("vector", pa.list_(pa.float32(), 2)), pa.field("item", pa.string()), pa.field("price", pa.float64()), ] ) table = LanceTable.create( db, "test", data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ], ) _add(table, schema) table = LanceTable.create(db, "test2", schema=schema) table.add( data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ], ) _add(table, schema) def test_add_pydantic_model(db): class Metadata(BaseModel): source: str timestamp: datetime class Document(BaseModel): content: str meta: Metadata class LanceSchema(LanceModel): id: str vector: Vector(2) li: List[int] payload: Document tbl = LanceTable.create(db, "mytable", schema=LanceSchema, mode="overwrite") assert tbl.schema == LanceSchema.to_arrow_schema() expected = LanceSchema( id="id", vector=[0.0, 0.0], li=[1, 2, 3], payload=Document( content="foo", meta=Metadata(source="bar", timestamp=datetime.now()) ), ) tbl.add([expected]) result = tbl.search([0.0, 0.0]).limit(1).to_pydantic(LanceSchema)[0] assert result == expected flattened = tbl.search([0.0, 0.0]).limit(1).to_pandas(flatten=1) assert len(flattened.columns) == 6 # _distance is automatically added really_flattened = tbl.search([0.0, 0.0]).limit(1).to_pandas(flatten=True) assert len(really_flattened.columns) == 7 def test_polars(db): data = { "vector": [[3.1, 4.1], [5.9, 26.5]], "item": ["foo", "bar"], "price": [10.0, 20.0], } table = LanceTable.create(db, "test", data=pl.DataFrame(data)) assert len(table) == 2 result = table.to_pandas() assert np.allclose(result["vector"].tolist(), data["vector"]) assert result["item"].tolist() == data["item"] assert np.allclose(result["price"].tolist(), data["price"]) schema = pa.schema( [ pa.field("vector", pa.list_(pa.float32(), 2)), pa.field("item", pa.large_string()), pa.field("price", pa.float64()), ] ) assert table.schema == schema q = [3.1, 4.1] result = table.search(q).limit(1).to_polars() assert np.allclose(result["vector"][0], q) assert result["item"][0] == "foo" assert np.allclose(result["price"][0], 10.0) result = table.to_polars() assert np.allclose(result.collect()["vector"].to_list(), data["vector"]) filtered_result = result.filter(pl.col("item").is_in(["foo", "bar"])).collect() assert len(filtered_result) == 2 def _add(table, schema): assert len(table) == 2 table.add([{"vector": [6.3, 100.5], "item": "new", "price": 30.0}]) assert len(table) == 3 expected = pa.Table.from_arrays( [ pa.FixedSizeListArray.from_arrays( pa.array([3.1, 4.1, 5.9, 26.5, 6.3, 100.5]), 2 ), pa.array(["foo", "bar", "new"]), pa.array([10.0, 20.0, 30.0]), ], schema=schema, ) assert expected == table.to_arrow() def test_versioning(db): table = LanceTable.create( db, "test", data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [5.9, 26.5], "item": "bar", "price": 20.0}, ], ) assert len(table.list_versions()) == 2 assert table.version == 2 table.add([{"vector": [6.3, 100.5], "item": "new", "price": 30.0}]) assert len(table.list_versions()) == 3 assert table.version == 3 assert len(table) == 3 table.checkout(2) assert table.version == 2 assert len(table) == 2 def test_create_index_method(): with patch.object( LanceTable, "_dataset_mut", new_callable=PropertyMock ) as mock_dataset: mock_dataset.return_value.create_index.return_value = None connection = LanceDBConnection(uri="mock.uri") table = LanceTable(connection, "test_table") table.create_index( metric="L2", num_partitions=256, num_sub_vectors=96, vector_column_name="vector", replace=True, index_cache_size=256, ) mock_dataset.return_value.create_index.assert_called_once_with( column="vector", index_type="IVF_PQ", metric="L2", num_partitions=256, num_sub_vectors=96, replace=True, accelerator=None, index_cache_size=256, ) def test_add_with_nans(db): bad_data = [ {"vector": [np.nan], "item": "bar", "price": 20.0}, {"vector": [5], "item": "bar", "price": 20.0}, {"vector": [np.nan, np.nan], "item": "bar", "price": 20.0}, {"vector": [np.nan, 5.0], "item": "bar", "price": 20.0}, ] for row in bad_data: with pytest.raises(ValueError): LanceTable.create( db, "error_test", data=[{"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, row], ) table = LanceTable.create( db, "drop_test", data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [np.nan], "item": "bar", "price": 20.0}, {"vector": [5], "item": "bar", "price": 20.0}, {"vector": [np.nan, np.nan], "item": "bar", "price": 20.0}, ], on_bad_vectors="drop", ) assert len(table) == 1 table = LanceTable.create( db, "fill_test", data=[ {"vector": [3.1, 4.1], "item": "foo", "price": 10.0}, {"vector": [np.nan], "item": "bar", "price": 20.0}, {"vector": [np.nan, np.nan], "item": "bar", "price": 20.0}, ], on_bad_vectors="fill", fill_value=0.0, ) assert len(table) == 3 arrow_tbl = table.to_lance().to_table(filter="item == 'bar'") v = arrow_tbl["vector"].to_pylist()[0] assert np.allclose(v, np.array([0.0, 0.0])) def test_restore(db): table = LanceTable.create( db, "my_table", data=[{"vector": [1.1, 0.9], "type": "vector"}], ) table.add([{"vector": [0.5, 0.2], "type": "vector"}]) table.restore(2) assert len(table.list_versions()) == 4 assert len(table) == 1 expected = table.to_arrow() table.checkout(2) table.restore() assert len(table.list_versions()) == 5 assert table.to_arrow() == expected table.restore(5) # latest version should be no-op assert len(table.list_versions()) == 5 with pytest.raises(ValueError): table.restore(6) with pytest.raises(ValueError): table.restore(0) def test_merge(db, tmp_path): table = LanceTable.create( db, "my_table", data=[{"vector": [1.1, 0.9], "id": 0}, {"vector": [1.2, 1.9], "id": 1}], ) other_table = pa.table({"document": ["foo", "bar"], "id": [0, 1]}) table.merge(other_table, left_on="id") assert len(table.list_versions()) == 3 expected = pa.table( {"vector": [[1.1, 0.9], [1.2, 1.9]], "id": [0, 1], "document": ["foo", "bar"]}, schema=table.schema, ) assert table.to_arrow() == expected other_dataset = lance.write_dataset(other_table, tmp_path / "other_table.lance") table.restore(1) table.merge(other_dataset, left_on="id") def test_delete(db): table = LanceTable.create( db, "my_table", data=[{"vector": [1.1, 0.9], "id": 0}, {"vector": [1.2, 1.9], "id": 1}], ) assert len(table) == 2 assert len(table.list_versions()) == 2 table.delete("id=0") assert len(table.list_versions()) == 3 assert table.version == 3 assert len(table) == 1 assert table.to_pandas()["id"].tolist() == [1] def test_update(db): table = LanceTable.create( db, "my_table", data=[{"vector": [1.1, 0.9], "id": 0}, {"vector": [1.2, 1.9], "id": 1}], ) assert len(table) == 2 assert len(table.list_versions()) == 2 table.update(where="id=0", values={"vector": [1.1, 1.1]}) assert len(table.list_versions()) == 3 assert table.version == 3 assert len(table) == 2 v = table.to_arrow()["vector"].combine_chunks() v = v.values.to_numpy().reshape(2, 2) assert np.allclose(v, np.array([[1.2, 1.9], [1.1, 1.1]])) def test_update_types(db): table = LanceTable.create( db, "my_table", data=[ { "id": 0, "str": "foo", "float": 1.1, "timestamp": datetime(2021, 1, 1), "date": date(2021, 1, 1), "vector1": [1.0, 0.0], "vector2": [1.0, 1.0], } ], ) table.update( values_sql=dict( id="1", str="'bar'", float="2.2", timestamp="TIMESTAMP '2021-01-02 00:00:00'", date="DATE '2021-01-02'", vector1="[2.0, 2.0]", vector2="[3.0, 3.0]", ) ) actual = table.to_arrow().to_pylist()[0] expected = dict( id=1, str="bar", float=2.2, timestamp=datetime(2021, 1, 2), date=date(2021, 1, 2), vector1=[2.0, 2.0], vector2=[3.0, 3.0], ) assert actual == expected table.update( values=dict( id=2, str="baz", float=3.3, timestamp=datetime(2021, 1, 3), date=date(2021, 1, 3), vector1=[3.0, 3.0], vector2=np.array([4.0, 4.0]), ) ) actual = table.to_arrow().to_pylist()[0] expected = dict( id=2, str="baz", float=3.3, timestamp=datetime(2021, 1, 3), date=date(2021, 1, 3), vector1=[3.0, 3.0], vector2=[4.0, 4.0], ) assert actual == expected def test_merge_insert(db): table = LanceTable.create( db, "my_table", data=pa.table({"a": [1, 2, 3], "b": ["a", "b", "c"]}), ) assert len(table) == 3 version = table.version new_data = pa.table({"a": [2, 3, 4], "b": ["x", "y", "z"]}) table.merge_insert( "a" ).when_matched_update_all().when_not_matched_insert_all().execute(new_data) expected = pa.table({"a": [1, 2, 3, 4], "b": ["a", "x", "y", "z"]}) assert table.to_arrow().sort_by("a") == expected table.restore(version) table.merge_insert("a").when_matched_update_all(where="target.b = 'b'").execute( new_data ) expected = pa.table({"a": [1, 2, 3], "b": ["a", "x", "c"]}) assert table.to_arrow().sort_by("a") == expected table.restore(version) table.merge_insert("a").when_not_matched_insert_all().execute(new_data) expected = pa.table({"a": [1, 2, 3, 4], "b": ["a", "b", "c", "z"]}) assert table.to_arrow().sort_by("a") == expected table.restore(version) new_data = pa.table({"a": [2, 4], "b": ["x", "z"]}) table.merge_insert( "a" ).when_matched_update_all().when_not_matched_insert_all().when_not_matched_by_source_delete( "a > 2" ).execute( new_data ) expected = pa.table({"a": [1, 2, 4], "b": ["a", "x", "z"]}) assert table.to_arrow().sort_by("a") == expected table.restore(version) table.merge_insert( "a" ).when_matched_update_all().when_not_matched_insert_all().when_not_matched_by_source_delete().execute( new_data ) expected = pa.table({"a": [2, 4], "b": ["x", "z"]}) assert table.to_arrow().sort_by("a") == expected def test_create_with_embedding_function(db): class MyTable(LanceModel): text: str vector: Vector(10) func = MockTextEmbeddingFunction() texts = ["hello world", "goodbye world", "foo bar baz fizz buzz"] df = pd.DataFrame({"text": texts, "vector": func.compute_source_embeddings(texts)}) conf = EmbeddingFunctionConfig( source_column="text", vector_column="vector", function=func ) table = LanceTable.create( db, "my_table", schema=MyTable, embedding_functions=[conf], ) table.add(df) query_str = "hi how are you?" query_vector = func.compute_query_embeddings(query_str)[0] expected = table.search(query_vector).limit(2).to_arrow() actual = table.search(query_str).limit(2).to_arrow() assert actual == expected def test_create_f16_table(db): class MyTable(LanceModel): text: str vector: Vector(128, value_type=pa.float16()) df = pd.DataFrame( { "text": [f"s-{i}" for i in range(10000)], "vector": [np.random.randn(128).astype(np.float16) for _ in range(10000)], } ) table = LanceTable.create( db, "f16_tbl", schema=MyTable, ) table.add(df) table.create_index(num_partitions=2, num_sub_vectors=8) query = df.vector.iloc[2] expected = table.search(query).limit(2).to_arrow() assert "s-2" in expected["text"].to_pylist() def test_add_with_embedding_function(db): emb = EmbeddingFunctionRegistry.get_instance().get("test")() class MyTable(LanceModel): text: str = emb.SourceField() vector: Vector(emb.ndims()) = emb.VectorField() table = LanceTable.create(db, "my_table", schema=MyTable) texts = ["hello world", "goodbye world", "foo bar baz fizz buzz"] df = pd.DataFrame({"text": texts}) table.add(df) texts = ["the quick brown fox", "jumped over the lazy dog"] table.add([{"text": t} for t in texts]) query_str = "hi how are you?" query_vector = emb.compute_query_embeddings(query_str)[0] expected = table.search(query_vector).limit(2).to_arrow() actual = table.search(query_str).limit(2).to_arrow() assert actual == expected def test_multiple_vector_columns(db): class MyTable(LanceModel): text: str vector1: Vector(10) vector2: Vector(10) table = LanceTable.create( db, "my_table", schema=MyTable, ) v1 = np.random.randn(10) v2 = np.random.randn(10) data = [ {"vector1": v1, "vector2": v2, "text": "foo"}, {"vector1": v2, "vector2": v1, "text": "bar"}, ] df = pd.DataFrame(data) table.add(df) q = np.random.randn(10) result1 = table.search(q, vector_column_name="vector1").limit(1).to_pandas() result2 = table.search(q, vector_column_name="vector2").limit(1).to_pandas() assert result1["text"].iloc[0] != result2["text"].iloc[0] def test_create_scalar_index(db): vec_array = pa.array( [[1, 1], [2, 2], [3, 3], [4, 4], [5, 5]], pa.list_(pa.float32(), 2) ) test_data = pa.Table.from_pydict( {"x": ["c", "b", "a", "e", "b"], "y": [1, 2, 3, 4, 5], "vector": vec_array} ) table = LanceTable.create( db, "my_table", data=test_data, ) table.create_scalar_index("x") indices = table.to_lance().list_indices() assert len(indices) == 1 scalar_index = indices[0] assert scalar_index["type"] == "Scalar" results = table.search().where("x = 'c'").to_arrow() assert results == test_data.slice(0, 1) results = table.search([5, 5]).to_arrow() assert results["_distance"][0].as_py() == 0 results = table.search([5, 5]).where("x != 'b'").to_arrow() assert results["_distance"][0].as_py() > 0 def test_empty_query(db): table = LanceTable.create( db, "my_table", data=[{"text": "foo", "id": 0}, {"text": "bar", "id": 1}], ) df = table.search().select(["id"]).where("text='bar'").limit(1).to_pandas() val = df.id.iloc[0] assert val == 1 table = LanceTable.create(db, "my_table2", data=[{"id": i} for i in range(100)]) df = table.search().select(["id"]).to_pandas() assert len(df) == 10 df = table.search().select(["id"]).limit(None).to_pandas() assert len(df) == 100 df = table.search().select(["id"]).limit(-1).to_pandas() assert len(df) == 100 def test_search_with_schema_inf_single_vector(db): class MyTable(LanceModel): text: str vector_col: Vector(10) table = LanceTable.create( db, "my_table", schema=MyTable, ) v1 = np.random.randn(10) v2 = np.random.randn(10) data = [ {"vector_col": v1, "text": "foo"}, {"vector_col": v2, "text": "bar"}, ] df = pd.DataFrame(data) table.add(df) q = np.random.randn(10) result1 = table.search(q, vector_column_name="vector_col").limit(1).to_pandas() result2 = table.search(q).limit(1).to_pandas() assert result1["text"].iloc[0] == result2["text"].iloc[0] def test_search_with_schema_inf_multiple_vector(db): class MyTable(LanceModel): text: str vector1: Vector(10) vector2: Vector(10) table = LanceTable.create( db, "my_table", schema=MyTable, ) v1 = np.random.randn(10) v2 = np.random.randn(10) data = [ {"vector1": v1, "vector2": v2, "text": "foo"}, {"vector1": v2, "vector2": v1, "text": "bar"}, ] df = pd.DataFrame(data) table.add(df) q = np.random.randn(10) with pytest.raises(ValueError): table.search(q).limit(1).to_pandas() def test_compact_cleanup(db): table = LanceTable.create( db, "my_table", data=[{"text": "foo", "id": 0}, {"text": "bar", "id": 1}], ) table.add([{"text": "baz", "id": 2}]) assert len(table) == 3 assert table.version == 3 stats = table.compact_files() assert len(table) == 3 assert table.version == 5 assert stats.fragments_removed > 0 assert stats.fragments_added == 1 stats = table.cleanup_old_versions() assert stats.bytes_removed == 0 stats = table.cleanup_old_versions(older_than=timedelta(0), delete_unverified=True) assert stats.bytes_removed > 0 assert table.version == 5 with pytest.raises(Exception, match="Version 3 no longer exists"): table.checkout(3) def test_count_rows(db): table = LanceTable.create( db, "my_table", data=[{"text": "foo", "id": 0}, {"text": "bar", "id": 1}], ) assert len(table) == 2 assert table.count_rows() == 2 assert table.count_rows(filter="text='bar'") == 1 def test_hybrid_search(db, tmp_path): db = MockDB(str(tmp_path)) emb = EmbeddingFunctionRegistry.get_instance().get("test")() class MyTable(LanceModel): text: str = emb.SourceField() vector: Vector(emb.ndims()) = emb.VectorField() table = LanceTable.create( db, "my_table", schema=MyTable, ) phrases = [ "great kid don't get cocky", "now that's a name I haven't heard in a long time", "if you strike me down I shall become more powerful than you imagine", "I find your lack of faith disturbing", "I've got a bad feeling about this", "never tell me the odds", "I am your father", "somebody has to save our skins", "New strategy R2 let the wookiee win", "Arrrrggghhhhhhh", ] table.add([{"text": p} for p in phrases]) table.create_fts_index("text") result1 = ( table.search("Our father who art in heaven", query_type="hybrid") .rerank(normalize="score") .to_pydantic(MyTable) ) result2 = ( # noqa table.search("Our father who art in heaven", query_type="hybrid") .rerank(normalize="rank") .to_pydantic(MyTable) ) result3 = table.search( "Our father who art in heaven", query_type="hybrid" ).to_pydantic(MyTable) assert result1 == result3 @pytest.mark.parametrize( "consistency_interval", [None, timedelta(seconds=0), timedelta(seconds=0.1)] ) def test_consistency(tmp_path, consistency_interval): db = lancedb.connect(tmp_path) table = LanceTable.create(db, "my_table", data=[{"id": 0}]) db2 = lancedb.connect(tmp_path, read_consistency_interval=consistency_interval) table2 = db2.open_table("my_table") assert table2.version == table.version table.add([{"id": 1}]) if consistency_interval is None: assert table2.version == table.version - 1 table2.checkout_latest() assert table2.version == table.version elif consistency_interval == timedelta(seconds=0): assert table2.version == table.version else: assert table2.version == table.version - 1 sleep(0.1) assert table2.version == table.version def test_restore_consistency(tmp_path): db = lancedb.connect(tmp_path) table = LanceTable.create(db, "my_table", data=[{"id": 0}]) db2 = lancedb.connect(tmp_path, read_consistency_interval=timedelta(seconds=0)) table2 = db2.open_table("my_table") assert table2.version == table.version table_fixed = copy(table2) table_fixed.checkout(table.version) table_ref_latest = copy(table_fixed) table_ref_latest.checkout_latest() table.add([{"id": 2}]) assert table_fixed.version == table.version - 1 assert table_ref_latest.version == table.version
data/lancedb-0.5.6/tests/test_table.py
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LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME platform STORE_NAME platform LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ansible.module_utils.compat.typing IMPORT_FROM module_utils ROT_TWO POP_TOP IMPORT_FROM compat ROT_TWO POP_TOP IMPORT_FROM typing STORE_NAME t POP_TOP LOAD_CONST 0 LOAD_CONST ('get_distribution', 'get_distribution_version', 'get_distribution_codename') IMPORT_NAME ansible.module_utils.common.sys_info IMPORT_FROM get_distribution STORE_NAME get_distribution IMPORT_FROM get_distribution_version STORE_NAME get_distribution_version IMPORT_FROM get_distribution_codename STORE_NAME get_distribution_codename POP_TOP LOAD_CONST 0 LOAD_CONST ('get_file_content', 'get_file_lines') IMPORT_NAME ansible.module_utils.facts.utils IMPORT_FROM get_file_content STORE_NAME get_file_content IMPORT_FROM get_file_lines STORE_NAME get_file_lines POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseFactCollector',) IMPORT_NAME ansible.module_utils.facts.collector IMPORT_FROM BaseFactCollector STORE_NAME BaseFactCollector POP_TOP LOAD_CONST ('-v',) LOAD_CONST <code object get_uname at 0x7fab823a3c90, file "f.py", line 20> LOAD_CONST 'get_uname' MAKE_FUNCTION STORE_NAME get_uname LOAD_CONST (False,) LOAD_CONST <code object _file_exists at 0x7fab543364b0, file "f.py", line 31> LOAD_CONST '_file_exists' MAKE_FUNCTION STORE_NAME _file_exists LOAD_BUILD_CLASS LOAD_CONST <code object DistributionFiles at 0x7faa761ee6f0, file "f.py", line 44> LOAD_CONST 'DistributionFiles' MAKE_FUNCTION LOAD_CONST 'DistributionFiles' CALL_FUNCTION STORE_NAME DistributionFiles LOAD_BUILD_CLASS LOAD_CONST <code object Distribution at 0x7faa74c1b810, file "f.py", line 486> LOAD_CONST 'Distribution' MAKE_FUNCTION LOAD_CONST 'Distribution' LOAD_NAME object CALL_FUNCTION STORE_NAME Distribution LOAD_BUILD_CLASS LOAD_CONST <code object DistributionFactCollector at 0x7faa74c1b1e0, file "f.py", line 763> LOAD_CONST 'DistributionFactCollector' MAKE_FUNCTION LOAD_CONST 'DistributionFactCollector' LOAD_NAME BaseFactCollector CALL_FUNCTION STORE_NAME DistributionFactCollector LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST flags LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST flags LOAD_METHOD split CALL_METHOD STORE_FAST flags LOAD_CONST 'uname' BUILD_LIST STORE_FAST command LOAD_FAST command LOAD_METHOD extend LOAD_FAST flags CALL_METHOD POP_TOP LOAD_FAST module LOAD_METHOD run_command LOAD_FAST command CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_FAST rc LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST out RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST allow_empty POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD getsize LOAD_FAST path CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DistributionFiles' STORE_NAME __qualname__ LOAD_CONST 'has-a various distro file parsers (os-release, etc) and logic for finding the right one.' STORE_NAME __doc__ LOAD_CONST '/etc/altlinux-release' LOAD_CONST 'Altlinux' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/oracle-release' LOAD_CONST 'OracleLinux' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/slackware-version' LOAD_CONST 'Slackware' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/centos-release' LOAD_CONST 'CentOS' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/redhat-release' LOAD_CONST 'RedHat' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/vmware-release' LOAD_CONST 'VMwareESX' LOAD_CONST True LOAD_CONST ('path', 'name', 'allowempty') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/openwrt_release' LOAD_CONST 'OpenWrt' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'Amazon' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/system-release' LOAD_CONST 'Amazon' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/alpine-release' LOAD_CONST 'Alpine' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/arch-release' LOAD_CONST 'Archlinux' LOAD_CONST True LOAD_CONST ('path', 'name', 'allowempty') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'Archlinux' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'SUSE' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/SuSE-release' LOAD_CONST 'SUSE' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/gentoo-release' LOAD_CONST 'Gentoo' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'Debian' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/lsb-release' LOAD_CONST 'Debian' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/lsb-release' LOAD_CONST 'Mandriva' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/sourcemage-release' LOAD_CONST 'SMGL' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/usr/lib/os-release' LOAD_CONST 'ClearLinux' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/coreos/update.conf' LOAD_CONST 'Coreos' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'Flatcar' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '/etc/os-release' LOAD_CONST 'NA' LOAD_CONST ('path', 'name') BUILD_CONST_KEY_MAP BUILD_TUPLE STORE_NAME OSDIST_LIST LOAD_CONST 'Oracle Linux' LOAD_CONST 'Red Hat' LOAD_CONST 'ALT' LOAD_CONST 'Source Mage GNU/Linux' LOAD_CONST ('OracleLinux', 'RedHat', 'Altlinux', 'SMGL') BUILD_CONST_KEY_MAP STORE_NAME SEARCH_STRING LOAD_CONST 'Archlinux' LOAD_CONST 'Arch Linux' BUILD_MAP STORE_NAME OS_RELEASE_ALIAS LOAD_CONST '\\\'\\"\\\\' STORE_NAME STRIP_QUOTES LOAD_CONST <code object __init__ at 0x7fab54336030, file "f.py", line 84> LOAD_CONST 'DistributionFiles.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_file_content at 0x7fab543366f0, file "f.py", line 87> LOAD_CONST 'DistributionFiles._get_file_content' MAKE_FUNCTION STORE_NAME _get_file_content LOAD_CONST (False,) LOAD_CONST <code object _get_dist_file_content at 0x7fab54336810, file "f.py", line 90> LOAD_CONST 'DistributionFiles._get_dist_file_content' MAKE_FUNCTION STORE_NAME _get_dist_file_content LOAD_CONST <code object _parse_dist_file at 0x7fab42324d20, file "f.py", line 97> LOAD_CONST 'DistributionFiles._parse_dist_file' MAKE_FUNCTION STORE_NAME _parse_dist_file LOAD_CONST <code object _guess_distribution at 0x7fab42324ed0, file "f.py", line 130> LOAD_CONST 'DistributionFiles._guess_distribution' MAKE_FUNCTION STORE_NAME _guess_distribution LOAD_CONST <code object process_dist_files at 0x7faa761eeed0, file "f.py", line 147> LOAD_CONST 'DistributionFiles.process_dist_files' MAKE_FUNCTION STORE_NAME process_dist_files LOAD_CONST <code object parse_distribution_file_Slackware at 0x7faa761eeb70, file "f.py", line 185> LOAD_CONST 'DistributionFiles.parse_distribution_file_Slackware' MAKE_FUNCTION STORE_NAME parse_distribution_file_Slackware LOAD_CONST <code object parse_distribution_file_Amazon at 0x7faa761eed20, file "f.py", line 195> LOAD_CONST 'DistributionFiles.parse_distribution_file_Amazon' MAKE_FUNCTION STORE_NAME parse_distribution_file_Amazon LOAD_CONST <code object parse_distribution_file_OpenWrt at 0x7faa761eea50, file "f.py", line 220> LOAD_CONST 'DistributionFiles.parse_distribution_file_OpenWrt' MAKE_FUNCTION STORE_NAME parse_distribution_file_OpenWrt LOAD_CONST <code object parse_distribution_file_Alpine at 0x7faa761ee390, file "f.py", line 233> LOAD_CONST 'DistributionFiles.parse_distribution_file_Alpine' MAKE_FUNCTION STORE_NAME parse_distribution_file_Alpine LOAD_CONST <code object parse_distribution_file_SUSE at 0x7faa761eec90, file "f.py", line 239> LOAD_CONST 'DistributionFiles.parse_distribution_file_SUSE' MAKE_FUNCTION STORE_NAME parse_distribution_file_SUSE LOAD_CONST <code object parse_distribution_file_Debian at 0x7faa761eedb0, file "f.py", line 302> LOAD_CONST 'DistributionFiles.parse_distribution_file_Debian' MAKE_FUNCTION STORE_NAME parse_distribution_file_Debian LOAD_CONST <code object parse_distribution_file_Mandriva at 0x7faa761ee8a0, file "f.py", line 392> LOAD_CONST 'DistributionFiles.parse_distribution_file_Mandriva' MAKE_FUNCTION STORE_NAME parse_distribution_file_Mandriva LOAD_CONST <code object parse_distribution_file_NA at 0x7faa761ee0c0, file "f.py", line 408> LOAD_CONST 'DistributionFiles.parse_distribution_file_NA' MAKE_FUNCTION STORE_NAME parse_distribution_file_NA LOAD_CONST <code object parse_distribution_file_Coreos at 0x7faa761ee540, file "f.py", line 419> LOAD_CONST 'DistributionFiles.parse_distribution_file_Coreos' MAKE_FUNCTION STORE_NAME parse_distribution_file_Coreos LOAD_CONST <code object parse_distribution_file_Flatcar at 0x7faa761ee780, file "f.py", line 434> LOAD_CONST 'DistributionFiles.parse_distribution_file_Flatcar' MAKE_FUNCTION STORE_NAME parse_distribution_file_Flatcar LOAD_CONST <code object parse_distribution_file_ClearLinux at 0x7faa761ee1e0, file "f.py", line 453> LOAD_CONST 'DistributionFiles.parse_distribution_file_ClearLinux' MAKE_FUNCTION STORE_NAME parse_distribution_file_ClearLinux LOAD_CONST <code object parse_distribution_file_CentOS at 0x7faa761ee270, file "f.py", line 472> LOAD_CONST 'DistributionFiles.parse_distribution_file_CentOS' MAKE_FUNCTION STORE_NAME parse_distribution_file_CentOS LOAD_CONST None RETURN_VALUE LOAD_FAST module LOAD_FAST self STORE_ATTR module LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_file_content LOAD_FAST path CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _file_exists LOAD_FAST path LOAD_FAST allow_empty LOAD_CONST ('allow_empty',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST (False, None) RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_file_content LOAD_FAST path CALL_METHOD STORE_FAST data LOAD_CONST True LOAD_FAST data BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST dist_file_dict LOAD_FAST dist_file_content LOAD_METHOD strip LOAD_GLOBAL DistributionFiles LOAD_ATTR STRIP_QUOTES CALL_METHOD STORE_FAST dist_file_content LOAD_FAST name LOAD_FAST self LOAD_ATTR SEARCH_STRING COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR SEARCH_STRING LOAD_FAST name BINARY_SUBSCR LOAD_FAST dist_file_content COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST dist_file_dict LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST self LOAD_ATTR SEARCH_STRING LOAD_FAST name BINARY_SUBSCR LOAD_FAST dist_file_dict LOAD_CONST 'distribution_file_search_string' STORE_SUBSCR JUMP_FORWARD to 80 LOAD_FAST dist_file_content LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST dist_file_dict LOAD_CONST 'distribution' STORE_SUBSCR LOAD_CONST True LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE LOAD_FAST name LOAD_FAST self LOAD_ATTR OS_RELEASE_ALIAS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR OS_RELEASE_ALIAS LOAD_FAST name BINARY_SUBSCR LOAD_FAST dist_file_content COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST dist_file_dict LOAD_CONST 'distribution' STORE_SUBSCR LOAD_CONST True LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE LOAD_CONST False LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE SETUP_EXCEPT to 182 LOAD_CONST 'parse_distribution_file_' LOAD_FAST name BINARY_ADD STORE_FAST distfunc_name LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST distfunc_name CALL_FUNCTION STORE_FAST distfunc LOAD_FAST distfunc LOAD_FAST name LOAD_FAST dist_file_content LOAD_FAST path LOAD_FAST collected_facts CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST parsed STORE_FAST dist_file_dict LOAD_FAST parsed LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 222 LOAD_FAST self LOAD_ATTR module LOAD_METHOD debug LOAD_CONST 'exc: %s' LOAD_FAST exc BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 236 END_FINALLY LOAD_CONST True LOAD_FAST dist_file_dict BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL get_distribution CALL_FUNCTION LOAD_GLOBAL get_distribution_version CALL_FUNCTION LOAD_GLOBAL get_distribution_codename CALL_FUNCTION BUILD_TUPLE STORE_FAST dist LOAD_FAST dist LOAD_CONST 0 BINARY_SUBSCR JUMP_IF_TRUE_OR_POP LOAD_CONST 'NA' LOAD_FAST dist LOAD_CONST 1 BINARY_SUBSCR JUMP_IF_TRUE_OR_POP LOAD_CONST 'NA' LOAD_FAST dist LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'NA' JUMP_FORWARD to 58 LOAD_FAST dist LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST ('distribution', 'distribution_version', 'distribution_release') BUILD_CONST_KEY_MAP STORE_FAST distribution_guess LOAD_FAST distribution_guess LOAD_CONST 'distribution_version' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR JUMP_IF_TRUE_OR_POP LOAD_CONST 'NA' LOAD_FAST distribution_guess LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST distribution_guess RETURN_VALUE BUILD_MAP STORE_FAST dist_file_facts LOAD_FAST self LOAD_METHOD _guess_distribution CALL_METHOD STORE_FAST dist_guess LOAD_FAST dist_file_facts LOAD_METHOD update LOAD_FAST dist_guess CALL_METHOD POP_TOP SETUP_LOOP to 192 LOAD_FAST self LOAD_ATTR OSDIST_LIST GET_ITER FOR_ITER to 190 STORE_FAST ddict LOAD_FAST ddict LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST name LOAD_FAST ddict LOAD_CONST 'path' BINARY_SUBSCR STORE_FAST path LOAD_FAST ddict LOAD_METHOD get LOAD_CONST 'allowempty' LOAD_CONST False CALL_METHOD STORE_FAST allow_empty LOAD_FAST self LOAD_ATTR _get_dist_file_content LOAD_FAST path LOAD_FAST allow_empty LOAD_CONST ('allow_empty',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST has_dist_file STORE_FAST dist_file_content LOAD_FAST has_dist_file POP_JUMP_IF_FALSE LOAD_FAST allow_empty POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST dist_file_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST path LOAD_FAST dist_file_facts LOAD_CONST 'distribution_file_path' STORE_SUBSCR LOAD_FAST name LOAD_FAST dist_file_facts LOAD_CONST 'distribution_file_variety' STORE_SUBSCR BREAK_LOOP LOAD_FAST has_dist_file POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD _parse_dist_file LOAD_FAST name LOAD_FAST dist_file_content LOAD_FAST path LOAD_FAST dist_file_facts CALL_METHOD UNPACK_SEQUENCE STORE_FAST parsed_dist_file STORE_FAST parsed_dist_file_facts LOAD_FAST parsed_dist_file POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST dist_file_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST path LOAD_FAST dist_file_facts LOAD_CONST 'distribution_file_path' STORE_SUBSCR LOAD_FAST name LOAD_FAST dist_file_facts LOAD_CONST 'distribution_file_variety' STORE_SUBSCR LOAD_FAST parsed_dist_file LOAD_FAST dist_file_facts LOAD_CONST 'distribution_file_parsed' STORE_SUBSCR LOAD_FAST dist_file_facts LOAD_METHOD update LOAD_FAST parsed_dist_file_facts CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST dist_file_facts RETURN_VALUE BUILD_MAP STORE_FAST slackware_facts LOAD_CONST 'Slackware' LOAD_FAST data COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST slackware_facts BUILD_TUPLE RETURN_VALUE LOAD_FAST name LOAD_FAST slackware_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD findall LOAD_CONST '\\w+[.]\\w+\\+?' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST slackware_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_CONST True LOAD_FAST slackware_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST amazon_facts LOAD_CONST 'Amazon' LOAD_FAST data COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST amazon_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST 'Amazon' LOAD_FAST amazon_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST path LOAD_CONST '/etc/os-release' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=\\"(.*)\\"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST distribution_version LOAD_FAST distribution_version LOAD_FAST amazon_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST distribution_version LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST version_data LOAD_GLOBAL len LOAD_FAST version_data CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST version_data UNPACK_SEQUENCE STORE_FAST major STORE_FAST minor JUMP_FORWARD to 116 LOAD_FAST version_data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'NA' ROT_TWO STORE_FAST major STORE_FAST minor LOAD_FAST major LOAD_FAST amazon_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST minor LOAD_FAST amazon_facts LOAD_CONST 'distribution_minor_version' STORE_SUBSCR JUMP_FORWARD to 176 LOAD_CONST <code object <listcomp> at 0x7faa761eee40, file "f.py", line 214> LOAD_CONST 'DistributionFiles.parse_distribution_file_Amazon.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD split CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 166 LOAD_CONST 'NA' STORE_FAST version LOAD_FAST version LOAD_FAST amazon_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_CONST True LOAD_FAST amazon_facts BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST n LOAD_FAST n LOAD_METHOD isdigit CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST n LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP STORE_FAST openwrt_facts LOAD_CONST 'OpenWrt' LOAD_FAST data COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST openwrt_facts BUILD_TUPLE RETURN_VALUE LOAD_FAST name LOAD_FAST openwrt_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'DISTRIB_RELEASE="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST openwrt_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'DISTRIB_CODENAME="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST openwrt_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_CONST True LOAD_FAST openwrt_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST alpine_facts LOAD_CONST 'Alpine' LOAD_FAST alpine_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST data LOAD_FAST alpine_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_CONST True LOAD_FAST alpine_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST suse_facts LOAD_CONST 'suse' LOAD_FAST data LOAD_METHOD lower CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST suse_facts BUILD_TUPLE RETURN_VALUE LOAD_FAST path LOAD_CONST '/etc/os-release' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 254 LOAD_FAST data LOAD_METHOD splitlines CALL_METHOD GET_ITER FOR_ITER to 252 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^NAME=(.*)' LOAD_FAST line CALL_METHOD STORE_FAST distribution LOAD_FAST distribution POP_JUMP_IF_FALSE LOAD_FAST distribution LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_FAST suse_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^VERSION_ID="?([0-9]+\\.?[0-9]*)"?' LOAD_FAST line CALL_METHOD STORE_FAST distribution_version LOAD_FAST distribution_version POP_JUMP_IF_FALSE LOAD_FAST distribution_version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST suse_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST distribution_version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST suse_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_CONST 'open' LOAD_FAST data LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^VERSION_ID="?[0-9]+\\.?([0-9]*)"?' LOAD_FAST line CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST suse_facts LOAD_CONST 'distribution_release' STORE_SUBSCR JUMP_ABSOLUTE LOAD_CONST 'enterprise' LOAD_FAST data LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'VERSION_ID' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^VERSION_ID="?[0-9]+\\.?([0-9]*)"?' LOAD_FAST line CALL_METHOD STORE_FAST release LOAD_FAST release LOAD_METHOD group LOAD_CONST 1 CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST release JUMP_FORWARD to 242 LOAD_CONST '0' STORE_FAST release LOAD_FAST release LOAD_FAST suse_facts LOAD_CONST 'distribution_release' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_FORWARD to 528 LOAD_FAST path LOAD_CONST '/etc/SuSE-release' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'open' LOAD_FAST data LOAD_METHOD lower CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD splitlines CALL_METHOD STORE_FAST data LOAD_GLOBAL get_file_content LOAD_FAST path CALL_FUNCTION LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST distdata LOAD_FAST distdata LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST suse_facts LOAD_CONST 'distribution' STORE_SUBSCR SETUP_LOOP to 528 LOAD_FAST data GET_ITER FOR_ITER to 374 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'CODENAME *= *([^\n]+)' LOAD_FAST line CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD LOAD_FAST suse_facts LOAD_CONST 'distribution_release' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 528 LOAD_CONST 'enterprise' LOAD_FAST data LOAD_METHOD lower CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD splitlines CALL_METHOD STORE_FAST lines LOAD_FAST lines LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST distribution LOAD_CONST 'Server' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'SLES' LOAD_FAST suse_facts LOAD_CONST 'distribution' STORE_SUBSCR JUMP_FORWARD to 454 LOAD_CONST 'Desktop' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'SLED' LOAD_FAST suse_facts LOAD_CONST 'distribution' STORE_SUBSCR SETUP_LOOP to 528 LOAD_FAST lines GET_ITER FOR_ITER to 526 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'PATCHLEVEL = ([0-9]+)' LOAD_FAST line CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST suse_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST collected_facts LOAD_CONST 'distribution_version' BINARY_SUBSCR LOAD_CONST '.' BINARY_ADD LOAD_FAST release LOAD_METHOD group LOAD_CONST 1 CALL_METHOD BINARY_ADD LOAD_FAST suse_facts LOAD_CONST 'distribution_version' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD islink LOAD_CONST '/etc/products.d/baseproduct' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD realpath LOAD_CONST '/etc/products.d/baseproduct' CALL_METHOD LOAD_METHOD endswith LOAD_CONST 'SLES_SAP.prod' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'SLES_SAP' LOAD_FAST suse_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_CONST True LOAD_FAST suse_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST debian_facts LOAD_CONST 'Debian' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'Raspbian' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'Debian' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'PRETTY_NAME=[^(]+ \\(?([^)]+?)\\)' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST collected_facts LOAD_CONST 'distribution_release' BINARY_SUBSCR LOAD_CONST 'NA' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'Debian' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR module LOAD_METHOD get_bin_path LOAD_CONST 'dpkg' CALL_METHOD STORE_FAST dpkg_cmd LOAD_FAST dpkg_cmd POP_JUMP_IF_FALSE LOAD_CONST "%s --status tzdata|grep Provides|cut -f2 -d'-'" LOAD_FAST dpkg_cmd BINARY_MODULO STORE_FAST cmd LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_FAST cmd CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_FAST rc LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST out LOAD_METHOD strip CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_CONST '/etc/debian_version' STORE_FAST debian_version_path LOAD_GLOBAL get_file_lines LOAD_FAST debian_version_path CALL_FUNCTION STORE_FAST distdata SETUP_LOOP to 204 LOAD_FAST distdata GET_ITER FOR_ITER to 202 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '(\\d+)\\.(\\d+)' LOAD_FAST line LOAD_METHOD strip CALL_METHOD CALL_METHOD STORE_FAST m LOAD_FAST m POP_JUMP_IF_FALSE LOAD_FAST m LOAD_METHOD groups CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_minor_version' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'Ubuntu' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'Ubuntu' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'SteamOS' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'SteamOS' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_FAST path LOAD_CONST ('/etc/lsb-release', '/etc/os-release') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Kali' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'Parrot' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Kali' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Kali' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR JUMP_FORWARD to 316 LOAD_CONST 'Parrot' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Parrot' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'DISTRIB_RELEASE=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'Devuan' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Devuan' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'PRETTY_NAME=\\"?[^(\\"]+ \\(?([^) \\"]+)\\)?' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=\\"(.*)\\"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'Cumulus' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Cumulus Linux' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST major STORE_FAST _minor STORE_FAST _dummy_ver LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST major LOAD_FAST debian_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'Mint' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Linux Mint' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=\\"(.*)\\"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 910 LOAD_CONST 'UOS' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'Uos' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'uos' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Uos' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_CODENAME=\\"?([^\\"]+)\\"?' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=\\"(.*)\\"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR JUMP_FORWARD to 910 LOAD_CONST 'Deepin' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'deepin' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Deepin' LOAD_FAST debian_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_CODENAME=\\"?([^\\"]+)\\"?' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=\\"(.*)\\"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST debian_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST debian_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR JUMP_FORWARD to 910 LOAD_CONST False LOAD_FAST debian_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST True LOAD_FAST debian_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST mandriva_facts LOAD_CONST 'Mandriva' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'Mandriva' LOAD_FAST mandriva_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'DISTRIB_RELEASE="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST mandriva_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'DISTRIB_CODENAME="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST mandriva_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST name LOAD_FAST mandriva_facts LOAD_CONST 'distribution' STORE_SUBSCR JUMP_FORWARD to 102 LOAD_CONST False LOAD_FAST mandriva_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST True LOAD_FAST mandriva_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST na_facts SETUP_LOOP to 114 LOAD_FAST data LOAD_METHOD splitlines CALL_METHOD GET_ITER FOR_ITER to 112 STORE_FAST line LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^NAME=(.*)' LOAD_FAST line CALL_METHOD STORE_FAST distribution LOAD_FAST distribution POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST 'NA' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST distribution LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_FAST na_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^VERSION=(.*)' LOAD_FAST line CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST collected_facts LOAD_CONST 'distribution_version' BINARY_SUBSCR LOAD_CONST 'NA' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_FAST na_facts LOAD_CONST 'distribution_version' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True LOAD_FAST na_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST coreos_facts LOAD_GLOBAL get_distribution CALL_FUNCTION STORE_FAST distro LOAD_FAST distro LOAD_METHOD lower CALL_METHOD LOAD_CONST 'coreos' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST data POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST coreos_facts BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '^GROUP=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_FAST coreos_facts LOAD_CONST 'distribution_release' STORE_SUBSCR JUMP_FORWARD to 80 LOAD_CONST False LOAD_FAST coreos_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST True LOAD_FAST coreos_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST flatcar_facts LOAD_GLOBAL get_distribution CALL_FUNCTION STORE_FAST distro LOAD_FAST distro LOAD_METHOD lower CALL_METHOD LOAD_CONST 'flatcar' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST flatcar_facts BUILD_TUPLE RETURN_VALUE LOAD_FAST data POP_JUMP_IF_TRUE LOAD_CONST False LOAD_FAST flatcar_facts BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST flatcar_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD LOAD_FAST flatcar_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_CONST True LOAD_FAST flatcar_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST clear_facts LOAD_CONST 'clearlinux' LOAD_FAST name LOAD_METHOD lower CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST clear_facts BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'NAME="(.*)"' LOAD_FAST data CALL_METHOD STORE_FAST pname LOAD_FAST pname POP_JUMP_IF_FALSE LOAD_CONST 'Clear Linux' LOAD_FAST pname LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST clear_facts BUILD_TUPLE RETURN_VALUE LOAD_FAST pname LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST clear_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'VERSION_ID=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST version LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST clear_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST version LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST clear_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'ID=(.*)' LOAD_FAST data CALL_METHOD STORE_FAST release LOAD_FAST release POP_JUMP_IF_FALSE LOAD_FAST release LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST clear_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_CONST True LOAD_FAST clear_facts BUILD_TUPLE RETURN_VALUE BUILD_MAP STORE_FAST centos_facts LOAD_CONST 'CentOS Stream' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'Stream' LOAD_FAST centos_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_CONST True LOAD_FAST centos_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST 'TencentOS Server' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'TencentOS' LOAD_FAST centos_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_CONST True LOAD_FAST centos_facts BUILD_TUPLE RETURN_VALUE LOAD_CONST False LOAD_FAST centos_facts BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Distribution' STORE_NAME __qualname__ LOAD_CONST '\n This subclass of Facts fills the distribution, distribution_version and distribution_release variables\n\n To do so it checks the existence and content of typical files in /etc containing distribution information\n\n This is unit tested. Please extend the tests to cover all distributions if you have them available.\n ' STORE_NAME __doc__ LOAD_CONST 'RedHat' LOAD_CONST 'RHEL' LOAD_CONST 'Fedora' LOAD_CONST 'CentOS' LOAD_CONST 'Scientific' LOAD_CONST 'SLC' LOAD_CONST 'Ascendos' LOAD_CONST 'CloudLinux' LOAD_CONST 'PSBM' LOAD_CONST 'OracleLinux' LOAD_CONST 'OVS' LOAD_CONST 'OEL' LOAD_CONST 'Amazon' LOAD_CONST 'Virtuozzo' LOAD_CONST 'XenServer' LOAD_CONST 'Alibaba' LOAD_CONST 'EulerOS' LOAD_CONST 'openEuler' LOAD_CONST 'AlmaLinux' LOAD_CONST 'Rocky' LOAD_CONST 'TencentOS' LOAD_CONST 'EuroLinux' LOAD_CONST 'Kylin Linux Advanced Server' BUILD_LIST LOAD_CONST 'Debian' LOAD_CONST 'Ubuntu' LOAD_CONST 'Raspbian' LOAD_CONST 'Neon' LOAD_CONST 'KDE neon' LOAD_CONST 'Linux Mint' LOAD_CONST 'SteamOS' LOAD_CONST 'Devuan' LOAD_CONST 'Kali' LOAD_CONST 'Cumulus Linux' LOAD_CONST 'Pop!_OS' LOAD_CONST 'Parrot' LOAD_CONST 'Pardus GNU/Linux' LOAD_CONST 'Uos' LOAD_CONST 'Deepin' LOAD_CONST 'OSMC' BUILD_LIST LOAD_CONST 'SuSE' LOAD_CONST 'SLES' LOAD_CONST 'SLED' LOAD_CONST 'openSUSE' LOAD_CONST 'openSUSE Tumbleweed' LOAD_CONST 'SLES_SAP' LOAD_CONST 'SUSE_LINUX' LOAD_CONST 'openSUSE Leap' BUILD_LIST LOAD_CONST 'Archlinux' LOAD_CONST 'Antergos' LOAD_CONST 'Manjaro' BUILD_LIST LOAD_CONST 'Mandrake' LOAD_CONST 'Mandriva' BUILD_LIST LOAD_CONST 'Solaris' LOAD_CONST 'Nexenta' LOAD_CONST 'OmniOS' LOAD_CONST 'OpenIndiana' LOAD_CONST 'SmartOS' BUILD_LIST LOAD_CONST 'Slackware' BUILD_LIST LOAD_CONST 'Altlinux' BUILD_LIST LOAD_CONST 'SMGL' BUILD_LIST LOAD_CONST 'Gentoo' LOAD_CONST 'Funtoo' BUILD_LIST LOAD_CONST 'Alpine' BUILD_LIST LOAD_CONST 'AIX' BUILD_LIST LOAD_CONST 'HPUX' BUILD_LIST LOAD_CONST 'MacOSX' BUILD_LIST LOAD_CONST 'FreeBSD' LOAD_CONST 'TrueOS' BUILD_LIST LOAD_CONST 'Clear Linux OS' LOAD_CONST 'Clear Linux Mix' BUILD_LIST LOAD_CONST 'DragonflyBSD' LOAD_CONST 'DragonFlyBSD' LOAD_CONST 'Gentoo/DragonflyBSD' LOAD_CONST 'Gentoo/DragonFlyBSD' BUILD_LIST LOAD_CONST 'NetBSD' BUILD_LIST LOAD_CONST ('RedHat', 'Debian', 'Suse', 'Archlinux', 'Mandrake', 'Solaris', 'Slackware', 'Altlinux', 'SMGL', 'Gentoo', 'Alpine', 'AIX', 'HP-UX', 'Darwin', 'FreeBSD', 'ClearLinux', 'DragonFly', 'NetBSD') BUILD_CONST_KEY_MAP STORE_NAME OS_FAMILY_MAP BUILD_MAP STORE_NAME OS_FAMILY SETUP_LOOP to 252 LOAD_NAME OS_FAMILY_MAP LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 250 UNPACK_SEQUENCE STORE_NAME family STORE_NAME names SETUP_LOOP to 248 LOAD_NAME names GET_ITER FOR_ITER to 246 STORE_NAME name LOAD_NAME family LOAD_NAME OS_FAMILY LOAD_NAME name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object __init__ at 0x7faa761ee9c0, file "f.py", line 576> LOAD_CONST 'Distribution.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object get_distribution_facts at 0x7faa74c1b300, file "f.py", line 579> LOAD_CONST 'Distribution.get_distribution_facts' MAKE_FUNCTION STORE_NAME get_distribution_facts LOAD_CONST <code object get_distribution_AIX at 0x7faa74c1b9c0, file "f.py", line 616> LOAD_CONST 'Distribution.get_distribution_AIX' MAKE_FUNCTION STORE_NAME get_distribution_AIX LOAD_CONST <code object get_distribution_HPUX at 0x7faa74c1bae0, file "f.py", line 628> LOAD_CONST 'Distribution.get_distribution_HPUX' MAKE_FUNCTION STORE_NAME get_distribution_HPUX LOAD_CONST <code object get_distribution_Darwin at 0x7faa74c1bc90, file "f.py", line 640> LOAD_CONST 'Distribution.get_distribution_Darwin' MAKE_FUNCTION STORE_NAME get_distribution_Darwin LOAD_CONST <code object get_distribution_FreeBSD at 0x7faa74c1b780, file "f.py", line 650> LOAD_CONST 'Distribution.get_distribution_FreeBSD' MAKE_FUNCTION STORE_NAME get_distribution_FreeBSD LOAD_CONST <code object get_distribution_OpenBSD at 0x7faa74c1b270, file "f.py", line 667> LOAD_CONST 'Distribution.get_distribution_OpenBSD' MAKE_FUNCTION STORE_NAME get_distribution_OpenBSD LOAD_CONST <code object get_distribution_DragonFly at 0x7faa74c1b4b0, file "f.py", line 678> LOAD_CONST 'Distribution.get_distribution_DragonFly' MAKE_FUNCTION STORE_NAME get_distribution_DragonFly LOAD_CONST <code object get_distribution_NetBSD at 0x7faa74c1bc00, file "f.py", line 687> LOAD_CONST 'Distribution.get_distribution_NetBSD' MAKE_FUNCTION STORE_NAME get_distribution_NetBSD LOAD_CONST <code object get_distribution_SMGL at 0x7faa74c1bdb0, file "f.py", line 701> LOAD_CONST 'Distribution.get_distribution_SMGL' MAKE_FUNCTION STORE_NAME get_distribution_SMGL LOAD_CONST <code object get_distribution_SunOS at 0x7faa74c1b420, file "f.py", line 706> LOAD_CONST 'Distribution.get_distribution_SunOS' MAKE_FUNCTION STORE_NAME get_distribution_SunOS LOAD_CONST None RETURN_VALUE LOAD_FAST module LOAD_FAST self STORE_ATTR module LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST distribution_facts LOAD_GLOBAL platform LOAD_METHOD system CALL_METHOD STORE_FAST system LOAD_FAST system LOAD_FAST distribution_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL platform LOAD_METHOD release CALL_METHOD LOAD_FAST distribution_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_GLOBAL platform LOAD_METHOD version CALL_METHOD LOAD_FAST distribution_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_CONST ('AIX', 'HP-UX', 'Darwin', 'FreeBSD', 'OpenBSD', 'SunOS', 'DragonFly', 'NetBSD') STORE_FAST systems_implemented LOAD_FAST system LOAD_FAST systems_implemented COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST system LOAD_METHOD replace LOAD_CONST '-' LOAD_CONST '' CALL_METHOD STORE_FAST cleanedname LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST 'get_distribution_' LOAD_FAST cleanedname BINARY_ADD CALL_FUNCTION STORE_FAST distfunc LOAD_FAST distfunc CALL_FUNCTION STORE_FAST dist_func_facts LOAD_FAST distribution_facts LOAD_METHOD update LOAD_FAST dist_func_facts CALL_METHOD POP_TOP JUMP_FORWARD to 138 LOAD_FAST system LOAD_CONST 'Linux' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL DistributionFiles LOAD_FAST self LOAD_ATTR module LOAD_CONST ('module',) CALL_FUNCTION STORE_FAST distribution_files LOAD_FAST distribution_files LOAD_METHOD process_dist_files CALL_METHOD STORE_FAST dist_file_facts LOAD_FAST distribution_facts LOAD_METHOD update LOAD_FAST dist_file_facts CALL_METHOD POP_TOP LOAD_FAST distribution_facts LOAD_CONST 'distribution' BINARY_SUBSCR STORE_FAST distro LOAD_FAST self LOAD_ATTR OS_FAMILY LOAD_METHOD get LOAD_FAST distro LOAD_CONST None CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST distro LOAD_FAST distribution_facts LOAD_CONST 'os_family' STORE_SUBSCR LOAD_FAST distribution_facts RETURN_VALUE BUILD_MAP STORE_FAST aix_facts LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_CONST '/usr/bin/oslevel' CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_FAST out LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST data LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST aix_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST '%s.%s' LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO LOAD_FAST aix_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST aix_facts LOAD_CONST 'distribution_release' STORE_SUBSCR JUMP_FORWARD to 106 LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST aix_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST aix_facts RETURN_VALUE BUILD_MAP STORE_FAST hpux_facts LOAD_FAST self LOAD_ATTR module LOAD_ATTR run_command LOAD_CONST "/usr/sbin/swlist |egrep 'HPUX.*OE.*[AB].[0-9]+\\.[0-9]+'" LOAD_CONST True LOAD_CONST ('use_unsafe_shell',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'HPUX.*OE.*([AB].[0-9]+\\.[0-9]+)\\.([0-9]+).*' LOAD_FAST out CALL_METHOD STORE_FAST data LOAD_FAST data POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST hpux_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST data LOAD_METHOD groups CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST hpux_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST hpux_facts RETURN_VALUE BUILD_MAP STORE_FAST darwin_facts LOAD_CONST 'MacOSX' LOAD_FAST darwin_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_CONST '/usr/bin/sw_vers -productVersion' CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_FAST out LOAD_METHOD split CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST data LOAD_FAST data POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST darwin_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST data LOAD_FAST darwin_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST darwin_facts RETURN_VALUE BUILD_MAP STORE_FAST freebsd_facts LOAD_GLOBAL platform LOAD_METHOD release CALL_METHOD LOAD_FAST freebsd_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '(\\d+)\\.(\\d+)-(RELEASE|STABLE|CURRENT|RC|PRERELEASE).*' LOAD_FAST freebsd_facts LOAD_CONST 'distribution_release' BINARY_SUBSCR CALL_METHOD STORE_FAST data LOAD_CONST 'trueos' LOAD_GLOBAL platform LOAD_METHOD version CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'TrueOS' LOAD_FAST freebsd_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST data POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST freebsd_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_CONST '%s.%s' LOAD_FAST data LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST data LOAD_METHOD group LOAD_CONST 2 CALL_METHOD BUILD_TUPLE BINARY_MODULO LOAD_FAST freebsd_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST freebsd_facts RETURN_VALUE BUILD_MAP STORE_FAST openbsd_facts LOAD_GLOBAL platform LOAD_METHOD release CALL_METHOD LOAD_FAST openbsd_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_CONST '/sbin/sysctl -n kern.version' CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST err LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST 'OpenBSD\\s[0-9]+.[0-9]+-(\\S+)\\s.*' LOAD_FAST out CALL_METHOD STORE_FAST match LOAD_FAST match POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD groups CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST openbsd_facts LOAD_CONST 'distribution_release' STORE_SUBSCR JUMP_FORWARD to 76 LOAD_CONST 'release' LOAD_FAST openbsd_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST openbsd_facts RETURN_VALUE LOAD_CONST 'distribution_release' LOAD_GLOBAL platform LOAD_METHOD release CALL_METHOD BUILD_MAP STORE_FAST dragonfly_facts LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_CONST '/sbin/sysctl -n kern.version' CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST dummy LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'v(\\d+)\\.(\\d+)\\.(\\d+)-(RELEASE|STABLE|CURRENT).*' LOAD_FAST out CALL_METHOD STORE_FAST match LOAD_FAST match POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST dragonfly_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_CONST '%s.%s.%s' LOAD_FAST match LOAD_METHOD groups CALL_METHOD LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR BINARY_MODULO LOAD_FAST dragonfly_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST dragonfly_facts RETURN_VALUE BUILD_MAP STORE_FAST netbsd_facts LOAD_GLOBAL platform LOAD_METHOD release CALL_METHOD STORE_FAST platform_release LOAD_FAST platform_release LOAD_FAST netbsd_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST self LOAD_ATTR module LOAD_METHOD run_command LOAD_CONST '/sbin/sysctl -n kern.version' CALL_METHOD UNPACK_SEQUENCE STORE_FAST rc STORE_FAST out STORE_FAST dummy LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST 'NetBSD\\s(\\d+)\\.(\\d+)\\s\\((GENERIC)\\).*' LOAD_FAST out CALL_METHOD STORE_FAST match LOAD_FAST match POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_FAST netbsd_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_CONST '%s.%s' LOAD_FAST match LOAD_METHOD groups CALL_METHOD LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR BINARY_MODULO LOAD_FAST netbsd_facts LOAD_CONST 'distribution_version' STORE_SUBSCR JUMP_FORWARD to 120 LOAD_FAST platform_release LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST netbsd_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST platform_release LOAD_FAST netbsd_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST netbsd_facts RETURN_VALUE BUILD_MAP STORE_FAST smgl_facts LOAD_CONST 'Source Mage GNU/Linux' LOAD_FAST smgl_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST smgl_facts RETURN_VALUE BUILD_MAP STORE_FAST sunos_facts LOAD_GLOBAL get_file_content LOAD_CONST '/etc/release' CALL_FUNCTION LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_CONST 'Solaris' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL get_uname LOAD_FAST self LOAD_ATTR module LOAD_CONST '-r' BUILD_LIST LOAD_CONST ('flags',) CALL_FUNCTION STORE_FAST uname_r LOAD_CONST '' STORE_FAST ora_prefix LOAD_CONST 'Oracle Solaris' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD replace LOAD_CONST 'Oracle ' LOAD_CONST '' CALL_METHOD STORE_FAST data LOAD_CONST 'Oracle ' STORE_FAST ora_prefix LOAD_FAST data LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST sunos_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST data LOAD_METHOD split CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST sunos_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST ora_prefix LOAD_FAST data BINARY_ADD LOAD_FAST sunos_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST uname_r LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD rstrip CALL_METHOD LOAD_FAST sunos_facts LOAD_CONST 'distribution_major_version' STORE_SUBSCR LOAD_FAST sunos_facts RETURN_VALUE LOAD_GLOBAL get_uname LOAD_FAST self LOAD_ATTR module LOAD_CONST '-v' BUILD_LIST LOAD_CONST ('flags',) CALL_FUNCTION STORE_FAST uname_v LOAD_CONST None STORE_FAST distribution_version LOAD_CONST 'SmartOS' LOAD_FAST data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'SmartOS' LOAD_FAST sunos_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_GLOBAL _file_exists LOAD_CONST '/etc/product' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_CONST <code object <listcomp> at 0x7faa74c1b5d0, file "f.py", line 731> LOAD_CONST 'Distribution.get_distribution_SunOS.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL get_file_content LOAD_CONST '/etc/product' CALL_FUNCTION LOAD_METHOD splitlines CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST product_data LOAD_CONST 'Image' LOAD_FAST product_data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST product_data LOAD_METHOD get LOAD_CONST 'Image' CALL_METHOD LOAD_METHOD split CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST distribution_version JUMP_FORWARD to 338 LOAD_CONST 'OpenIndiana' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'OpenIndiana' LOAD_FAST sunos_facts LOAD_CONST 'distribution' STORE_SUBSCR JUMP_FORWARD to 338 LOAD_CONST 'OmniOS' LOAD_FAST data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'OmniOS' LOAD_FAST sunos_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST data LOAD_METHOD split CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST distribution_version JUMP_FORWARD to 338 LOAD_FAST uname_v LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'NexentaOS_' LOAD_FAST uname_v COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Nexenta' LOAD_FAST sunos_facts LOAD_CONST 'distribution' STORE_SUBSCR LOAD_FAST data LOAD_METHOD split CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR LOAD_METHOD lstrip LOAD_CONST 'v' CALL_METHOD STORE_FAST distribution_version LOAD_FAST sunos_facts LOAD_METHOD get LOAD_CONST 'distribution' LOAD_CONST '' CALL_METHOD LOAD_CONST ('SmartOS', 'OpenIndiana', 'OmniOS', 'Nexenta') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD strip CALL_METHOD LOAD_FAST sunos_facts LOAD_CONST 'distribution_release' STORE_SUBSCR LOAD_FAST distribution_version LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST distribution_version LOAD_FAST sunos_facts LOAD_CONST 'distribution_version' STORE_SUBSCR JUMP_FORWARD to 418 LOAD_FAST uname_v LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST uname_v LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD LOAD_FAST sunos_facts LOAD_CONST 'distribution_version' STORE_SUBSCR LOAD_FAST sunos_facts RETURN_VALUE LOAD_FAST sunos_facts RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST l LOAD_CONST ': ' LOAD_FAST l COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST l LOAD_METHOD split LOAD_CONST ': ' LOAD_CONST 1 CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DistributionFactCollector' STORE_NAME __qualname__ LOAD_CONST 'distribution' STORE_NAME name LOAD_NAME set LOAD_CONST 'distribution_version' LOAD_CONST 'distribution_release' LOAD_CONST 'distribution_major_version' LOAD_CONST 'os_family' BUILD_LIST CALL_FUNCTION STORE_NAME _fact_ids LOAD_CONST (None, None) LOAD_CONST <code object collect at 0x7faa74c1bb70, file "f.py", line 774> LOAD_CONST 'DistributionFactCollector.collect' MAKE_FUNCTION STORE_NAME collect LOAD_CONST None RETURN_VALUE LOAD_FAST collected_facts JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST collected_facts BUILD_MAP STORE_FAST facts_dict LOAD_FAST module POP_JUMP_IF_TRUE LOAD_FAST facts_dict RETURN_VALUE LOAD_GLOBAL Distribution LOAD_FAST module LOAD_CONST ('module',) CALL_FUNCTION STORE_FAST distribution LOAD_FAST distribution LOAD_METHOD get_distribution_facts CALL_METHOD STORE_FAST distro_facts LOAD_FAST distro_facts RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type import os import platform import re import ansible.module_utils.compat.typing as t from ansible.module_utils.common.sys_info import ( get_distribution, get_distribution_version, get_distribution_codename, ) from ansible.module_utils.facts.utils import get_file_content, get_file_lines from ansible.module_utils.facts.collector import BaseFactCollector def get_uname(module, flags=("-v")): if isinstance(flags, str): flags = flags.split() command = ["uname"] command.extend(flags) rc, out, err = module.run_command(command) if rc == 0: return out return None def _file_exists(path, allow_empty=False): if not os.path.exists(path): return False if allow_empty: return True if os.path.getsize(path) == 0: return False return True class DistributionFiles: """has-a various distro file parsers (os-release, etc) and logic for finding the right one.""" OSDIST_LIST = ( {"path": "/etc/altlinux-release", "name": "Altlinux"}, {"path": "/etc/oracle-release", "name": "OracleLinux"}, {"path": "/etc/slackware-version", "name": "Slackware"}, {"path": "/etc/centos-release", "name": "CentOS"}, {"path": "/etc/redhat-release", "name": "RedHat"}, {"path": "/etc/vmware-release", "name": "VMwareESX", "allowempty": True}, {"path": "/etc/openwrt_release", "name": "OpenWrt"}, {"path": "/etc/os-release", "name": "Amazon"}, {"path": "/etc/system-release", "name": "Amazon"}, {"path": "/etc/alpine-release", "name": "Alpine"}, {"path": "/etc/arch-release", "name": "Archlinux", "allowempty": True}, {"path": "/etc/os-release", "name": "Archlinux"}, {"path": "/etc/os-release", "name": "SUSE"}, {"path": "/etc/SuSE-release", "name": "SUSE"}, {"path": "/etc/gentoo-release", "name": "Gentoo"}, {"path": "/etc/os-release", "name": "Debian"}, {"path": "/etc/lsb-release", "name": "Debian"}, {"path": "/etc/lsb-release", "name": "Mandriva"}, {"path": "/etc/sourcemage-release", "name": "SMGL"}, {"path": "/usr/lib/os-release", "name": "ClearLinux"}, {"path": "/etc/coreos/update.conf", "name": "Coreos"}, {"path": "/etc/os-release", "name": "Flatcar"}, {"path": "/etc/os-release", "name": "NA"}, ) SEARCH_STRING = { "OracleLinux": "Oracle Linux", "RedHat": "Red Hat", "Altlinux": "ALT", "SMGL": "Source Mage GNU/Linux", } OS_RELEASE_ALIAS = {"Archlinux": "Arch Linux"} STRIP_QUOTES = r"\'\"\\" def __init__(self, module): self.module = module def _get_file_content(self, path): return get_file_content(path) def _get_dist_file_content(self, path, allow_empty=False): if not _file_exists(path, allow_empty=allow_empty): return False, None data = self._get_file_content(path) return True, data def _parse_dist_file(self, name, dist_file_content, path, collected_facts): dist_file_dict = {} dist_file_content = dist_file_content.strip(DistributionFiles.STRIP_QUOTES) if name in self.SEARCH_STRING: if self.SEARCH_STRING[name] in dist_file_content: dist_file_dict["distribution"] = name dist_file_dict["distribution_file_search_string"] = self.SEARCH_STRING[ name ] else: dist_file_dict["distribution"] = dist_file_content.split()[0] return True, dist_file_dict if name in self.OS_RELEASE_ALIAS: if self.OS_RELEASE_ALIAS[name] in dist_file_content: dist_file_dict["distribution"] = name return True, dist_file_dict return False, dist_file_dict try: distfunc_name = "parse_distribution_file_" + name distfunc = getattr(self, distfunc_name) parsed, dist_file_dict = distfunc( name, dist_file_content, path, collected_facts ) return parsed, dist_file_dict except AttributeError as exc: self.module.debug("exc: %s" % exc) return False, dist_file_dict return True, dist_file_dict def _guess_distribution(self): dist = ( get_distribution(), get_distribution_version(), get_distribution_codename(), ) distribution_guess = { "distribution": dist[0] or "NA", "distribution_version": dist[1] or "NA", "distribution_release": "NA" if dist[2] is None else dist[2], } distribution_guess["distribution_major_version"] = ( distribution_guess["distribution_version"].split(".")[0] or "NA" ) return distribution_guess def process_dist_files(self): dist_file_facts = {} dist_guess = self._guess_distribution() dist_file_facts.update(dist_guess) for ddict in self.OSDIST_LIST: name = ddict["name"] path = ddict["path"] allow_empty = ddict.get("allowempty", False) has_dist_file, dist_file_content = self._get_dist_file_content( path, allow_empty=allow_empty ) if has_dist_file and allow_empty: dist_file_facts["distribution"] = name dist_file_facts["distribution_file_path"] = path dist_file_facts["distribution_file_variety"] = name break if not has_dist_file: continue parsed_dist_file, parsed_dist_file_facts = self._parse_dist_file( name, dist_file_content, path, dist_file_facts ) if parsed_dist_file: dist_file_facts["distribution"] = name dist_file_facts["distribution_file_path"] = path dist_file_facts["distribution_file_variety"] = name dist_file_facts["distribution_file_parsed"] = parsed_dist_file dist_file_facts.update(parsed_dist_file_facts) break return dist_file_facts def parse_distribution_file_Slackware(self, name, data, path, collected_facts): slackware_facts = {} if "Slackware" not in data: return False, slackware_facts # TODO: remove slackware_facts["distribution"] = name version = re.findall(r"\w+[.]\w+\+?", data) if version: slackware_facts["distribution_version"] = version[0] return True, slackware_facts def parse_distribution_file_Amazon(self, name, data, path, collected_facts): amazon_facts = {} if "Amazon" not in data: return False, amazon_facts amazon_facts["distribution"] = "Amazon" if path == "/etc/os-release": version = re.search(r"VERSION_ID=\"(.*)\"", data) if version: distribution_version = version.group(1) amazon_facts["distribution_version"] = distribution_version version_data = distribution_version.split(".") if len(version_data) > 1: major, minor = version_data else: major, minor = version_data[0], "NA" amazon_facts["distribution_major_version"] = major amazon_facts["distribution_minor_version"] = minor else: version = [n for n in data.split() if n.isdigit()] version = version[0] if version else "NA" amazon_facts["distribution_version"] = version return True, amazon_facts def parse_distribution_file_OpenWrt(self, name, data, path, collected_facts): openwrt_facts = {} if "OpenWrt" not in data: return False, openwrt_facts # TODO: remove openwrt_facts["distribution"] = name version = re.search('DISTRIB_RELEASE="(.*)"', data) if version: openwrt_facts["distribution_version"] = version.groups()[0] release = re.search('DISTRIB_CODENAME="(.*)"', data) if release: openwrt_facts["distribution_release"] = release.groups()[0] return True, openwrt_facts def parse_distribution_file_Alpine(self, name, data, path, collected_facts): alpine_facts = {} alpine_facts["distribution"] = "Alpine" alpine_facts["distribution_version"] = data return True, alpine_facts def parse_distribution_file_SUSE(self, name, data, path, collected_facts): suse_facts = {} if "suse" not in data.lower(): return False, suse_facts # TODO: remove if tested without this if path == "/etc/os-release": for line in data.splitlines(): distribution = re.search("^NAME=(.*)", line) if distribution: suse_facts["distribution"] = distribution.group(1).strip('"') distribution_version = re.search( r'^VERSION_ID="?([0-9]+\.?[0-9]*)"?', line ) if distribution_version: suse_facts["distribution_version"] = distribution_version.group(1) suse_facts[ "distribution_major_version" ] = distribution_version.group(1).split(".")[0] if "open" in data.lower(): release = re.search(r'^VERSION_ID="?[0-9]+\.?([0-9]*)"?', line) if release: suse_facts["distribution_release"] = release.groups()[0] elif "enterprise" in data.lower() and "VERSION_ID" in line: release = re.search(r'^VERSION_ID="?[0-9]+\.?([0-9]*)"?', line) if release.group(1): release = release.group(1) else: release = "0" # no minor number, so it is the first release suse_facts["distribution_release"] = release elif path == "/etc/SuSE-release": if "open" in data.lower(): data = data.splitlines() distdata = get_file_content(path).splitlines()[0] suse_facts["distribution"] = distdata.split()[0] for line in data: release = re.search("CODENAME *= *([^\n]+)", line) if release: suse_facts["distribution_release"] = release.groups()[0].strip() elif "enterprise" in data.lower(): lines = data.splitlines() distribution = lines[0].split()[0] if "Server" in data: suse_facts["distribution"] = "SLES" elif "Desktop" in data: suse_facts["distribution"] = "SLED" for line in lines: release = re.search( "PATCHLEVEL = ([0-9]+)", line ) # SLES doesn't got funny release names if release: suse_facts["distribution_release"] = release.group(1) suse_facts["distribution_version"] = ( collected_facts["distribution_version"] + "." + release.group(1) ) if os.path.islink("/etc/products.d/baseproduct") and os.path.realpath( "/etc/products.d/baseproduct" ).endswith("SLES_SAP.prod"): suse_facts["distribution"] = "SLES_SAP" return True, suse_facts def parse_distribution_file_Debian(self, name, data, path, collected_facts): debian_facts = {} if "Debian" in data or "Raspbian" in data: debian_facts["distribution"] = "Debian" release = re.search(r"PRETTY_NAME=[^(]+ \(?([^)]+?)\)", data) if release: debian_facts["distribution_release"] = release.groups()[0] if collected_facts["distribution_release"] == "NA" and "Debian" in data: dpkg_cmd = self.module.get_bin_path("dpkg") if dpkg_cmd: cmd = "%s --status tzdata|grep Provides|cut -f2 -d'-'" % dpkg_cmd rc, out, err = self.module.run_command(cmd) if rc == 0: debian_facts["distribution_release"] = out.strip() debian_version_path = "/etc/debian_version" distdata = get_file_lines(debian_version_path) for line in distdata: m = re.search(r"(\d+)\.(\d+)", line.strip()) if m: debian_facts["distribution_minor_version"] = m.groups()[1] elif "Ubuntu" in data: debian_facts["distribution"] = "Ubuntu" elif "SteamOS" in data: debian_facts["distribution"] = "SteamOS" elif path in ("/etc/lsb-release", "/etc/os-release") and ( "Kali" in data or "Parrot" in data ): if "Kali" in data: debian_facts["distribution"] = "Kali" elif "Parrot" in data: debian_facts["distribution"] = "Parrot" release = re.search("DISTRIB_RELEASE=(.*)", data) if release: debian_facts["distribution_release"] = release.groups()[0] elif "Devuan" in data: debian_facts["distribution"] = "Devuan" release = re.search(r"PRETTY_NAME=\"?[^(\"]+ \(?([^) \"]+)\)?", data) if release: debian_facts["distribution_release"] = release.groups()[0] version = re.search(r"VERSION_ID=\"(.*)\"", data) if version: debian_facts["distribution_version"] = version.group(1) debian_facts["distribution_major_version"] = version.group(1) elif "Cumulus" in data: debian_facts["distribution"] = "Cumulus Linux" version = re.search(r"VERSION_ID=(.*)", data) if version: major, _minor, _dummy_ver = version.group(1).split(".") debian_facts["distribution_version"] = version.group(1) debian_facts["distribution_major_version"] = major release = re.search(r'VERSION="(.*)"', data) if release: debian_facts["distribution_release"] = release.groups()[0] elif "Mint" in data: debian_facts["distribution"] = "Linux Mint" version = re.search(r"VERSION_ID=\"(.*)\"", data) if version: debian_facts["distribution_version"] = version.group(1) debian_facts["distribution_major_version"] = version.group(1).split( "." )[0] elif "UOS" in data or "Uos" in data or "uos" in data: debian_facts["distribution"] = "Uos" release = re.search(r"VERSION_CODENAME=\"?([^\"]+)\"?", data) if release: debian_facts["distribution_release"] = release.groups()[0] version = re.search(r"VERSION_ID=\"(.*)\"", data) if version: debian_facts["distribution_version"] = version.group(1) debian_facts["distribution_major_version"] = version.group(1).split( "." )[0] elif "Deepin" in data or "deepin" in data: debian_facts["distribution"] = "Deepin" release = re.search(r"VERSION_CODENAME=\"?([^\"]+)\"?", data) if release: debian_facts["distribution_release"] = release.groups()[0] version = re.search(r"VERSION_ID=\"(.*)\"", data) if version: debian_facts["distribution_version"] = version.group(1) debian_facts["distribution_major_version"] = version.group(1).split( "." )[0] else: return False, debian_facts return True, debian_facts def parse_distribution_file_Mandriva(self, name, data, path, collected_facts): mandriva_facts = {} if "Mandriva" in data: mandriva_facts["distribution"] = "Mandriva" version = re.search('DISTRIB_RELEASE="(.*)"', data) if version: mandriva_facts["distribution_version"] = version.groups()[0] release = re.search('DISTRIB_CODENAME="(.*)"', data) if release: mandriva_facts["distribution_release"] = release.groups()[0] mandriva_facts["distribution"] = name else: return False, mandriva_facts return True, mandriva_facts def parse_distribution_file_NA(self, name, data, path, collected_facts): na_facts = {} for line in data.splitlines(): distribution = re.search("^NAME=(.*)", line) if distribution and name == "NA": na_facts["distribution"] = distribution.group(1).strip('"') version = re.search("^VERSION=(.*)", line) if version and collected_facts["distribution_version"] == "NA": na_facts["distribution_version"] = version.group(1).strip('"') return True, na_facts def parse_distribution_file_Coreos(self, name, data, path, collected_facts): coreos_facts = {} distro = get_distribution() if distro.lower() == "coreos": if not data: return False, coreos_facts release = re.search("^GROUP=(.*)", data) if release: coreos_facts["distribution_release"] = release.group(1).strip('"') else: return False, coreos_facts # TODO: remove if tested without this return True, coreos_facts def parse_distribution_file_Flatcar(self, name, data, path, collected_facts): flatcar_facts = {} distro = get_distribution() if distro.lower() != "flatcar": return False, flatcar_facts if not data: return False, flatcar_facts version = re.search("VERSION=(.*)", data) if version: flatcar_facts["distribution_major_version"] = ( version.group(1).strip('"').split(".")[0] ) flatcar_facts["distribution_version"] = version.group(1).strip('"') return True, flatcar_facts def parse_distribution_file_ClearLinux(self, name, data, path, collected_facts): clear_facts = {} if "clearlinux" not in name.lower(): return False, clear_facts pname = re.search('NAME="(.*)"', data) if pname: if "Clear Linux" not in pname.groups()[0]: return False, clear_facts clear_facts["distribution"] = pname.groups()[0] version = re.search("VERSION_ID=(.*)", data) if version: clear_facts["distribution_major_version"] = version.groups()[0] clear_facts["distribution_version"] = version.groups()[0] release = re.search("ID=(.*)", data) if release: clear_facts["distribution_release"] = release.groups()[0] return True, clear_facts def parse_distribution_file_CentOS(self, name, data, path, collected_facts): centos_facts = {} if "CentOS Stream" in data: centos_facts["distribution_release"] = "Stream" return True, centos_facts if "TencentOS Server" in data: centos_facts["distribution"] = "TencentOS" return True, centos_facts return False, centos_facts class Distribution(object): """ This subclass of Facts fills the distribution, distribution_version and distribution_release variables To do so it checks the existence and content of typical files in /etc containing distribution information This is unit tested. Please extend the tests to cover all distributions if you have them available. """ OS_FAMILY_MAP = { "RedHat": [ "RedHat", "RHEL", "Fedora", "CentOS", "Scientific", "SLC", "Ascendos", "CloudLinux", "PSBM", "OracleLinux", "OVS", "OEL", "Amazon", "Virtuozzo", "XenServer", "Alibaba", "EulerOS", "openEuler", "AlmaLinux", "Rocky", "TencentOS", "EuroLinux", "Kylin Linux Advanced Server", ], "Debian": [ "Debian", "Ubuntu", "Raspbian", "Neon", "KDE neon", "Linux Mint", "SteamOS", "Devuan", "Kali", "Cumulus Linux", "Pop!_OS", "Parrot", "Pardus GNU/Linux", "Uos", "Deepin", "OSMC", ], "Suse": [ "SuSE", "SLES", "SLED", "openSUSE", "openSUSE Tumbleweed", "SLES_SAP", "SUSE_LINUX", "openSUSE Leap", ], "Archlinux": ["Archlinux", "Antergos", "Manjaro"], "Mandrake": ["Mandrake", "Mandriva"], "Solaris": ["Solaris", "Nexenta", "OmniOS", "OpenIndiana", "SmartOS"], "Slackware": ["Slackware"], "Altlinux": ["Altlinux"], "SMGL": ["SMGL"], "Gentoo": ["Gentoo", "Funtoo"], "Alpine": ["Alpine"], "AIX": ["AIX"], "HP-UX": ["HPUX"], "Darwin": ["MacOSX"], "FreeBSD": ["FreeBSD", "TrueOS"], "ClearLinux": ["Clear Linux OS", "Clear Linux Mix"], "DragonFly": [ "DragonflyBSD", "DragonFlyBSD", "Gentoo/DragonflyBSD", "Gentoo/DragonFlyBSD", ], "NetBSD": ["NetBSD"], } OS_FAMILY = {} for family, names in OS_FAMILY_MAP.items(): for name in names: OS_FAMILY[name] = family def __init__(self, module): self.module = module def get_distribution_facts(self): distribution_facts = {} system = platform.system() distribution_facts["distribution"] = system distribution_facts["distribution_release"] = platform.release() distribution_facts["distribution_version"] = platform.version() systems_implemented = ( "AIX", "HP-UX", "Darwin", "FreeBSD", "OpenBSD", "SunOS", "DragonFly", "NetBSD", ) if system in systems_implemented: cleanedname = system.replace("-", "") distfunc = getattr(self, "get_distribution_" + cleanedname) dist_func_facts = distfunc() distribution_facts.update(dist_func_facts) elif system == "Linux": distribution_files = DistributionFiles(module=self.module) dist_file_facts = distribution_files.process_dist_files() distribution_facts.update(dist_file_facts) distro = distribution_facts["distribution"] distribution_facts["os_family"] = self.OS_FAMILY.get(distro, None) or distro return distribution_facts def get_distribution_AIX(self): aix_facts = {} rc, out, err = self.module.run_command("/usr/bin/oslevel") data = out.split(".") aix_facts["distribution_major_version"] = data[0] if len(data) > 1: aix_facts["distribution_version"] = "%s.%s" % (data[0], data[1]) aix_facts["distribution_release"] = data[1] else: aix_facts["distribution_version"] = data[0] return aix_facts def get_distribution_HPUX(self): hpux_facts = {} rc, out, err = self.module.run_command( r"/usr/sbin/swlist |egrep 'HPUX.*OE.*[AB].[0-9]+\.[0-9]+'", use_unsafe_shell=True, ) data = re.search(r"HPUX.*OE.*([AB].[0-9]+\.[0-9]+)\.([0-9]+).*", out) if data: hpux_facts["distribution_version"] = data.groups()[0] hpux_facts["distribution_release"] = data.groups()[1] return hpux_facts def get_distribution_Darwin(self): darwin_facts = {} darwin_facts["distribution"] = "MacOSX" rc, out, err = self.module.run_command("/usr/bin/sw_vers -productVersion") data = out.split()[-1] if data: darwin_facts["distribution_major_version"] = data.split(".")[0] darwin_facts["distribution_version"] = data return darwin_facts def get_distribution_FreeBSD(self): freebsd_facts = {} freebsd_facts["distribution_release"] = platform.release() data = re.search( r"(\d+)\.(\d+)-(RELEASE|STABLE|CURRENT|RC|PRERELEASE).*", freebsd_facts["distribution_release"], ) if "trueos" in platform.version(): freebsd_facts["distribution"] = "TrueOS" if data: freebsd_facts["distribution_major_version"] = data.group(1) freebsd_facts["distribution_version"] = "%s.%s" % ( data.group(1), data.group(2), ) return freebsd_facts def get_distribution_OpenBSD(self): openbsd_facts = {} openbsd_facts["distribution_version"] = platform.release() rc, out, err = self.module.run_command("/sbin/sysctl -n kern.version") match = re.match(r"OpenBSD\s[0-9]+.[0-9]+-(\S+)\s.*", out) if match: openbsd_facts["distribution_release"] = match.groups()[0] else: openbsd_facts["distribution_release"] = "release" return openbsd_facts def get_distribution_DragonFly(self): dragonfly_facts = {"distribution_release": platform.release()} rc, out, dummy = self.module.run_command("/sbin/sysctl -n kern.version") match = re.search(r"v(\d+)\.(\d+)\.(\d+)-(RELEASE|STABLE|CURRENT).*", out) if match: dragonfly_facts["distribution_major_version"] = match.group(1) dragonfly_facts["distribution_version"] = "%s.%s.%s" % match.groups()[:3] return dragonfly_facts def get_distribution_NetBSD(self): netbsd_facts = {} platform_release = platform.release() netbsd_facts["distribution_release"] = platform_release rc, out, dummy = self.module.run_command("/sbin/sysctl -n kern.version") match = re.match(r"NetBSD\s(\d+)\.(\d+)\s\((GENERIC)\).*", out) if match: netbsd_facts["distribution_major_version"] = match.group(1) netbsd_facts["distribution_version"] = "%s.%s" % match.groups()[:2] else: netbsd_facts["distribution_major_version"] = platform_release.split(".")[0] netbsd_facts["distribution_version"] = platform_release return netbsd_facts def get_distribution_SMGL(self): smgl_facts = {} smgl_facts["distribution"] = "Source Mage GNU/Linux" return smgl_facts def get_distribution_SunOS(self): sunos_facts = {} data = get_file_content("/etc/release").splitlines()[0] if "Solaris" in data: uname_r = get_uname(self.module, flags=["-r"]) ora_prefix = "" if "Oracle Solaris" in data: data = data.replace("Oracle ", "") ora_prefix = "Oracle " sunos_facts["distribution"] = data.split()[0] sunos_facts["distribution_version"] = data.split()[1] sunos_facts["distribution_release"] = ora_prefix + data sunos_facts["distribution_major_version"] = uname_r.split(".")[1].rstrip() return sunos_facts uname_v = get_uname(self.module, flags=["-v"]) distribution_version = None if "SmartOS" in data: sunos_facts["distribution"] = "SmartOS" if _file_exists("/etc/product"): product_data = dict( [ l.split(": ", 1) for l in get_file_content("/etc/product").splitlines() if ": " in l ] ) if "Image" in product_data: distribution_version = product_data.get("Image").split()[-1] elif "OpenIndiana" in data: sunos_facts["distribution"] = "OpenIndiana" elif "OmniOS" in data: sunos_facts["distribution"] = "OmniOS" distribution_version = data.split()[-1] elif uname_v is not None and "NexentaOS_" in uname_v: sunos_facts["distribution"] = "Nexenta" distribution_version = data.split()[-1].lstrip("v") if sunos_facts.get("distribution", "") in ( "SmartOS", "OpenIndiana", "OmniOS", "Nexenta", ): sunos_facts["distribution_release"] = data.strip() if distribution_version is not None: sunos_facts["distribution_version"] = distribution_version elif uname_v is not None: sunos_facts["distribution_version"] = uname_v.splitlines()[0].strip() return sunos_facts return sunos_facts class DistributionFactCollector(BaseFactCollector): name = "distribution" _fact_ids = set( [ "distribution_version", "distribution_release", "distribution_major_version", "os_family", ] ) # type: t.Set[str] def collect(self, module=None, collected_facts=None): collected_facts = collected_facts or {} facts_dict = {} if not module: return facts_dict distribution = Distribution(module=module) distro_facts = distribution.get_distribution_facts() return distro_facts
data/ansible-core-2.16.3/lib/ansible/module_utils/facts/system/distribution.py
14,402
9,032
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LOAD_CONST <code object createParserClass at 0x7fab70199420, file "f.py", line 1> LOAD_CONST 'createParserClass' MAKE_FUNCTION STORE_NAME createParserClass LOAD_CONST None RETURN_VALUE LOAD_FAST ruleGlobals LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST ruleGlobals LOAD_BUILD_CLASS LOAD_CONST <code object quasiterm at 0x7fab70199390, file "f.py", line 5> LOAD_CONST 'quasiterm' MAKE_FUNCTION LOAD_CONST 'quasiterm' LOAD_FAST GrammarBase CALL_FUNCTION STORE_FAST quasiterm LOAD_FAST quasiterm LOAD_ATTR globals LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST quasiterm LOAD_ATTR globals LOAD_METHOD copy CALL_METHOD LOAD_FAST quasiterm STORE_ATTR globals LOAD_FAST quasiterm LOAD_ATTR globals LOAD_METHOD update LOAD_FAST ruleGlobals CALL_METHOD POP_TOP JUMP_FORWARD to 70 LOAD_FAST ruleGlobals LOAD_FAST quasiterm STORE_ATTR globals LOAD_FAST quasiterm RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'createParserClass.<locals>.quasiterm' STORE_NAME __qualname__ LOAD_CONST <code object rule_schema at 0x7fab54105d20, file "f.py", line 6> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_schema' MAKE_FUNCTION STORE_NAME rule_schema LOAD_CONST <code object rule_production at 0x7fab54105c00, file "f.py", line 25> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_production' MAKE_FUNCTION STORE_NAME rule_production LOAD_CONST <code object rule_functor at 0x7fab700e4300, file "f.py", line 55> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor' MAKE_FUNCTION STORE_NAME rule_functor LOAD_CONST <code object rule_arg at 0x7fab81f0b1e0, file "f.py", line 135> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_arg' MAKE_FUNCTION STORE_NAME rule_arg LOAD_CONST <code object rule_interleave at 0x7fab81f0b930, file "f.py", line 164> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_interleave' MAKE_FUNCTION STORE_NAME rule_interleave LOAD_CONST <code object rule_action at 0x7fab81f0bf60, file "f.py", line 194> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_action' MAKE_FUNCTION STORE_NAME rule_action LOAD_CONST <code object rule_pred at 0x7fab822360c0, file "f.py", line 229> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_pred' MAKE_FUNCTION STORE_NAME rule_pred LOAD_CONST <code object rule_some at 0x7fab641794b0, file "f.py", line 258> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some' MAKE_FUNCTION STORE_NAME rule_some LOAD_CONST <code object rule_quant at 0x7fab64179270, file "f.py", line 353> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_quant' MAKE_FUNCTION STORE_NAME rule_quant LOAD_CONST <code object rule_prim at 0x7fab801cc4b0, file "f.py", line 382> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim' MAKE_FUNCTION STORE_NAME rule_prim LOAD_CONST <code object rule_simpleint at 0x7fab801cc5d0, file "f.py", line 464> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_simpleint' MAKE_FUNCTION STORE_NAME rule_simpleint LOAD_CONST <code object rule_functorHole at 0x7fab70199270, file "f.py", line 475> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole' MAKE_FUNCTION STORE_NAME rule_functorHole LOAD_CONST None RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'schema' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_many1_1 at 0x7fab54105300, file "f.py", line 10> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_schema.<locals>._G_many1_1' MAKE_FUNCTION STORE_FAST _G_many1_1 LOAD_DEREF self LOAD_METHOD many LOAD_FAST _G_many1_1 LOAD_FAST _G_many1_1 CALL_FUNCTION CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_many1_3 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'schema' CALL_METHOD POP_TOP LOAD_FAST _G_many1_3 LOAD_FAST _locals LOAD_CONST 'ps' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'schema(ps)' LOAD_DEREF self LOAD_ATTR globals LOAD_FAST _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_4 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'schema' CALL_METHOD POP_TOP LOAD_FAST _G_python_4 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' production' LOAD_CONST (8, 19) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_production LOAD_CONST 'production' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_2 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_2 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_FAST self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_FAST self LOAD_ATTR locals LOAD_CONST 'production' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _trace LOAD_CONST ' tag' LOAD_CONST (50, 54) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _apply LOAD_FAST self LOAD_ATTR rule_tag LOAD_CONST 'tag' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_5 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST _G_apply_5 LOAD_FAST _locals LOAD_CONST 't' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (56, 59) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _apply LOAD_FAST self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_6 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _trace LOAD_CONST " '::='" LOAD_CONST (59, 65) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD exactly LOAD_CONST '::=' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_7 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _trace LOAD_CONST ' argList' LOAD_CONST (65, 73) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _apply LOAD_FAST self LOAD_ATTR rule_argList LOAD_CONST 'argList' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_8 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST _G_apply_8 LOAD_FAST _locals LOAD_CONST 'a' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (75, 78) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _apply LOAD_FAST self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_9 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _trace LOAD_CONST " ';'" LOAD_CONST (78, 82) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD exactly LOAD_CONST ';' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_10 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'production(t, a)' LOAD_FAST self LOAD_ATTR globals LOAD_FAST _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_11 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'production' CALL_METHOD POP_TOP LOAD_FAST _G_python_11 LOAD_FAST self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'functor' STORE_SUBSCR LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_12 at 0x7fab700e4270, file "f.py", line 59> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12' MAKE_FUNCTION STORE_FAST _G_or_12 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_29 at 0x7fab700e4ed0, file "f.py", line 123> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_29' MAKE_FUNCTION STORE_FAST _G_or_29 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_12 LOAD_FAST _G_or_29 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_31 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'functor' CALL_METHOD POP_TOP LOAD_FAST _G_or_31 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'spaces' LOAD_CONST (115, 121) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_spaces LOAD_CONST 'spaces' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_13 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_14 at 0x7fab54105c90, file "f.py", line 64> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12.<locals>._G_or_14' MAKE_FUNCTION STORE_FAST _G_or_14 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_18 at 0x7fab700e41e0, file "f.py", line 82> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12.<locals>._G_or_18' MAKE_FUNCTION STORE_FAST _G_or_18 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_24 at 0x7fab700e4ae0, file "f.py", line 101> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12.<locals>._G_or_24' MAKE_FUNCTION STORE_FAST _G_or_24 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_14 LOAD_FAST _G_or_18 LOAD_FAST _G_or_24 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_28 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_or_28 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'functorHole' LOAD_CONST (125, 136) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_functorHole LOAD_CONST 'functorHole' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_15 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' functorHole' LOAD_CONST (136, 148) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_functorHole LOAD_CONST 'functorHole' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_16 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'reserved("hole-tagged-hole")' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_17 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_17 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_19 at 0x7fab700e4540, file "f.py", line 83> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12.<locals>._G_or_18.<locals>._G_optional_19' MAKE_FUNCTION STORE_FAST _G_optional_19 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_21 at 0x7fab700e4390, file "f.py", line 89> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functor.<locals>._G_or_12.<locals>._G_or_18.<locals>._G_optional_21' MAKE_FUNCTION STORE_FAST _G_optional_21 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_optional_19 LOAD_FAST _G_optional_21 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_22 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' functorHole' LOAD_CONST (207, 219) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_functorHole LOAD_CONST 'functorHole' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_23 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_23 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST "'.'" LOAD_CONST (203, 206) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_20 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_20 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST None LOAD_DEREF self LOAD_ATTR input LOAD_METHOD nullError CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'tag' LOAD_CONST (242, 245) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_tag LOAD_CONST 'tag' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_25 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_25 LOAD_DEREF _locals LOAD_CONST 't' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' functorHole' LOAD_CONST (247, 259) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_functorHole LOAD_CONST 'functorHole' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_26 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_26 LOAD_DEREF _locals LOAD_CONST 'h' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'taggedHole(t, h)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_27 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_27 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' super' LOAD_CONST (296, 302) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD superApply LOAD_CONST 'functor' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_30 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_30 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'arg' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' interleave' LOAD_CONST (309, 320) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_interleave LOAD_CONST 'interleave' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_32 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'arg' CALL_METHOD POP_TOP LOAD_FAST _G_apply_32 LOAD_FAST _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_many_33 at 0x7fab700e4c90, file "f.py", line 143> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_arg.<locals>._G_many_33' MAKE_FUNCTION STORE_FAST _G_many_33 LOAD_DEREF self LOAD_METHOD many LOAD_FAST _G_many_33 CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_many_37 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'arg' CALL_METHOD POP_TOP LOAD_FAST _G_many_37 LOAD_FAST _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST '_or(l, *r)' LOAD_DEREF self LOAD_ATTR globals LOAD_FAST _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_38 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'arg' CALL_METHOD POP_TOP LOAD_FAST _G_python_38 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (324, 326) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_34 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '|'" LOAD_CONST (326, 330) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '|' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_35 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' interleave' LOAD_CONST (330, 341) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_interleave LOAD_CONST 'interleave' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_36 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_36 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'interleave' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' action' LOAD_CONST (372, 379) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_action LOAD_CONST 'action' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_39 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'interleave' CALL_METHOD POP_TOP LOAD_FAST _G_apply_39 LOAD_FAST _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_many_40 at 0x7fab81f0bed0, file "f.py", line 172> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_interleave.<locals>._G_many_40' MAKE_FUNCTION STORE_FAST _G_many_40 LOAD_DEREF self LOAD_METHOD many LOAD_FAST _G_many_40 CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_many_44 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'interleave' CALL_METHOD POP_TOP LOAD_FAST _G_many_44 LOAD_FAST _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'interleave(l, *r)' LOAD_DEREF self LOAD_ATTR globals LOAD_FAST _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_45 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'interleave' CALL_METHOD POP_TOP LOAD_FAST _G_python_45 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (383, 385) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_41 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '&'" LOAD_CONST (385, 389) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '&' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_42 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' action' LOAD_CONST (389, 396) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_action LOAD_CONST 'action' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_43 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_43 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'action' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' pred' LOAD_CONST (430, 435) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_pred LOAD_CONST 'pred' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_46 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'action' CALL_METHOD POP_TOP LOAD_FAST _G_apply_46 LOAD_DEREF _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_47 at 0x7fab81f0b780, file "f.py", line 202> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_action.<locals>._G_or_47' MAKE_FUNCTION STORE_FAST _G_or_47 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_52 at 0x7fab81f0bc90, file "f.py", line 220> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_action.<locals>._G_or_52' MAKE_FUNCTION STORE_FAST _G_or_52 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_47 LOAD_FAST _G_or_52 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_54 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'action' CALL_METHOD POP_TOP LOAD_FAST _G_or_54 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (439, 441) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_48 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '->'" LOAD_CONST (441, 446) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '->' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_49 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' pred' LOAD_CONST (446, 451) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_pred LOAD_CONST 'pred' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_50 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_50 LOAD_DEREF _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'action(l, *r)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_51 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_51 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL eval LOAD_CONST 'l' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_53 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_53 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'pred' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_55 at 0x7fab81f0b390, file "f.py", line 233> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_pred.<locals>._G_or_55' MAKE_FUNCTION STORE_FAST _G_or_55 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_57 at 0x7fab82236810, file "f.py", line 239> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_pred.<locals>._G_or_57' MAKE_FUNCTION STORE_FAST _G_or_57 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_55 LOAD_FAST _G_or_57 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_62 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'pred' CALL_METHOD POP_TOP LOAD_FAST _G_or_62 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' some' LOAD_CONST (519, 524) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_some LOAD_CONST 'some' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_56 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_56 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (528, 530) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_58 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '!'" LOAD_CONST (530, 534) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '!' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_59 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' some' LOAD_CONST (534, 539) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_some LOAD_CONST 'some' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_60 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_60 LOAD_DEREF _locals LOAD_CONST 'x' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'not(x)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_61 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_61 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'some' STORE_SUBSCR LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_63 at 0x7fab82236420, file "f.py", line 262> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_63' MAKE_FUNCTION STORE_FAST _G_or_63 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_66 at 0x7fab64179f60, file "f.py", line 274> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66' MAKE_FUNCTION STORE_FAST _G_or_66 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_63 LOAD_FAST _G_or_66 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_87 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'some' CALL_METHOD POP_TOP LOAD_FAST _G_or_87 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'quant' LOAD_CONST (561, 566) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_quant LOAD_CONST 'quant' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_64 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_64 LOAD_DEREF _locals LOAD_CONST 'q' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'some(None, q)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_65 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_65 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' prim' LOAD_CONST (596, 601) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_prim LOAD_CONST 'prim' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_67 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_67 LOAD_DEREF _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_68 at 0x7fab82236540, file "f.py", line 280> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_68' MAKE_FUNCTION STORE_FAST _G_optional_68 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_80 at 0x7fab82236ae0, file "f.py", line 323> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_80' MAKE_FUNCTION STORE_FAST _G_optional_80 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_optional_68 LOAD_FAST _G_optional_80 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_81 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_or_81 LOAD_DEREF _locals LOAD_CONST 'seq' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_82 at 0x7fab64179810, file "f.py", line 330> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_82' MAKE_FUNCTION STORE_FAST _G_optional_82 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_optional_84 at 0x7fab64179540, file "f.py", line 336> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_84' MAKE_FUNCTION STORE_FAST _G_optional_84 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_optional_82 LOAD_FAST _G_optional_84 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_85 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_or_85 LOAD_DEREF _locals LOAD_CONST 'q' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'some(seq or l, q)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_86 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_86 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_69 at 0x7fab82236ed0, file "f.py", line 281> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_68.<locals>._G_or_69' MAKE_FUNCTION STORE_FAST _G_or_69 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_74 at 0x7fab822365d0, file "f.py", line 299> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_some.<locals>._G_or_66.<locals>._G_optional_68.<locals>._G_or_74' MAKE_FUNCTION STORE_FAST _G_or_74 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_69 LOAD_FAST _G_or_74 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_79 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_or_79 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (607, 609) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_70 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '**'" LOAD_CONST (609, 614) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '**' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_71 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' prim' LOAD_CONST (614, 619) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_prim LOAD_CONST 'prim' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_72 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_72 LOAD_DEREF _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'matchSeparatedSequence(l, r)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_73 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_73 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'ws' LOAD_CONST (676, 678) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_75 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '++'" LOAD_CONST (678, 683) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '++' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_76 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' prim' LOAD_CONST (683, 688) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_prim LOAD_CONST 'prim' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_77 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_77 LOAD_DEREF _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'matchSeparatedSequence1(l, r)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_78 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_78 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST None LOAD_DEREF self LOAD_ATTR input LOAD_METHOD nullError CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST '\n quant' LOAD_CONST (749, 766) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_quant LOAD_CONST 'quant' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_83 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_83 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST None LOAD_DEREF self LOAD_ATTR input LOAD_METHOD nullError CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'quant' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (800, 803) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_88 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'quant' CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_89 at 0x7fab641798a0, file "f.py", line 360> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_quant.<locals>._G_or_89' MAKE_FUNCTION STORE_FAST _G_or_89 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_91 at 0x7fab64179b70, file "f.py", line 366> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_quant.<locals>._G_or_91' MAKE_FUNCTION STORE_FAST _G_or_91 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_93 at 0x7fab64179420, file "f.py", line 372> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_quant.<locals>._G_or_93' MAKE_FUNCTION STORE_FAST _G_or_93 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_89 LOAD_FAST _G_or_91 LOAD_FAST _G_or_93 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_95 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'quant' CALL_METHOD POP_TOP LOAD_FAST _G_or_95 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST "'?'" LOAD_CONST (805, 808) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '?' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_90 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_90 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST "'+'" LOAD_CONST (810, 813) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '+' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_92 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_92 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '*'" LOAD_CONST (815, 819) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '*' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_94 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_94 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'prim' STORE_SUBSCR LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_96 at 0x7fab801cc030, file "f.py", line 386> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim.<locals>._G_or_96' MAKE_FUNCTION STORE_FAST _G_or_96 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_98 at 0x7fab801cc0c0, file "f.py", line 392> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim.<locals>._G_or_98' MAKE_FUNCTION STORE_FAST _G_or_98 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_101 at 0x7fab801cc1e0, file "f.py", line 400> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim.<locals>._G_or_101' MAKE_FUNCTION STORE_FAST _G_or_101 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_107 at 0x7fab801cc300, file "f.py", line 422> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim.<locals>._G_or_107' MAKE_FUNCTION STORE_FAST _G_or_107 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_112 at 0x7fab801cc420, file "f.py", line 437> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_prim.<locals>._G_or_112' MAKE_FUNCTION STORE_FAST _G_or_112 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_96 LOAD_FAST _G_or_98 LOAD_FAST _G_or_101 LOAD_FAST _G_or_107 LOAD_FAST _G_or_112 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_119 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'prim' CALL_METHOD POP_TOP LOAD_FAST _G_or_119 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' term' LOAD_CONST (827, 832) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_term LOAD_CONST 'term' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_97 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_97 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST "'.'" LOAD_CONST (841, 844) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_99 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'any()' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_100 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_100 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'literal' LOAD_CONST (863, 870) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_literal LOAD_CONST 'literal' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_102 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_102 LOAD_DEREF _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (872, 875) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_103 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '..'" LOAD_CONST (875, 880) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '..' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_104 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' literal' LOAD_CONST (880, 888) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_literal LOAD_CONST 'literal' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_105 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_105 LOAD_DEREF _locals LOAD_CONST 'r' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'range(l, r)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_106 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_106 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (913, 916) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_108 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '^'" LOAD_CONST (916, 920) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '^' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_109 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' string' LOAD_CONST (920, 927) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_string LOAD_CONST 'string' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_110 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_110 LOAD_DEREF _locals LOAD_CONST 's' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'anyOf(s)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_111 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_111 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (948, 951) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_113 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '('" LOAD_CONST (951, 955) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '(' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_114 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' argList' LOAD_CONST (955, 963) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_argList LOAD_CONST 'argList' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_115 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_115 LOAD_DEREF _locals LOAD_CONST 'l' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' ws' LOAD_CONST (965, 968) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_ws LOAD_CONST 'ws' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_116 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " ')'" LOAD_CONST (968, 972) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST ')' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_117 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'l' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_118 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_118 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_FAST self BUILD_MAP STORE_FAST _locals LOAD_FAST _locals LOAD_FAST self LOAD_ATTR locals LOAD_CONST 'simpleint' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _trace LOAD_CONST ' decdigits' LOAD_CONST (990, 1000) LOAD_FAST self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _apply LOAD_FAST self LOAD_ATTR rule_decdigits LOAD_CONST 'decdigits' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_120 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'simpleint' CALL_METHOD POP_TOP LOAD_FAST _G_apply_120 LOAD_FAST _locals LOAD_CONST 'ds' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 'int(ds)' LOAD_FAST self LOAD_ATTR globals LOAD_FAST _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_121 STORE_FAST lastError LOAD_FAST self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'simpleint' CALL_METHOD POP_TOP LOAD_FAST _G_python_121 LOAD_FAST self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CONST 'self' LOAD_DEREF self BUILD_MAP STORE_DEREF _locals LOAD_DEREF _locals LOAD_DEREF self LOAD_ATTR locals LOAD_CONST 'functorHole' STORE_SUBSCR LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_122 at 0x7fab801ccae0, file "f.py", line 479> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_122' MAKE_FUNCTION STORE_FAST _G_or_122 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_135 at 0x7fab701991e0, file "f.py", line 530> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135' MAKE_FUNCTION STORE_FAST _G_or_135 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_122 LOAD_FAST _G_or_135 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_152 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST 'functorHole' CALL_METHOD POP_TOP LOAD_FAST _G_or_152 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '$'" LOAD_CONST (1028, 1032) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '$' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_123 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_124 at 0x7fab801cc660, file "f.py", line 484> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_122.<locals>._G_or_124' MAKE_FUNCTION STORE_FAST _G_or_124 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_126 at 0x7fab801cc8a0, file "f.py", line 493> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_122.<locals>._G_or_126' MAKE_FUNCTION STORE_FAST _G_or_126 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_130 at 0x7fab801cc930, file "f.py", line 508> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_122.<locals>._G_or_130' MAKE_FUNCTION STORE_FAST _G_or_130 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_124 LOAD_FAST _G_or_126 LOAD_FAST _G_or_130 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_133 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'dollarHole(i)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_134 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_134 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'simpleint' LOAD_CONST (1041, 1050) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_simpleint LOAD_CONST 'simpleint' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_125 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_125 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF _locals LOAD_CONST 'i' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '{'" LOAD_CONST (1054, 1058) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '{' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_127 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' simpleint' LOAD_CONST (1058, 1068) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_simpleint LOAD_CONST 'simpleint' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_128 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_128 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '}'" LOAD_CONST (1070, 1074) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '}' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_129 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_129 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'tag' LOAD_CONST (1078, 1081) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_tag LOAD_CONST 'tag' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_131 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_131 LOAD_DEREF _locals LOAD_CONST 't' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 't.name' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_132 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_132 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF _locals LOAD_CONST 'i' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_136 at 0x7fab801ccb70, file "f.py", line 531> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135.<locals>._G_or_136' MAKE_FUNCTION STORE_FAST _G_or_136 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_138 at 0x7fab801ccc90, file "f.py", line 537> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135.<locals>._G_or_138' MAKE_FUNCTION STORE_FAST _G_or_138 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_136 LOAD_FAST _G_or_138 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_140 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_141 at 0x7fab801ccdb0, file "f.py", line 546> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135.<locals>._G_or_141' MAKE_FUNCTION STORE_FAST _G_or_141 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_143 at 0x7fab70199030, file "f.py", line 555> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135.<locals>._G_or_143' MAKE_FUNCTION STORE_FAST _G_or_143 LOAD_CLOSURE _locals LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _G_or_147 at 0x7fab701990c0, file "f.py", line 570> LOAD_CONST 'createParserClass.<locals>.quasiterm.rule_functorHole.<locals>._G_or_135.<locals>._G_or_147' MAKE_FUNCTION STORE_FAST _G_or_147 LOAD_DEREF self LOAD_METHOD _or LOAD_FAST _G_or_141 LOAD_FAST _G_or_143 LOAD_FAST _G_or_147 BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_or_150 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL eval LOAD_CONST 'patternHole(i)' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_151 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_151 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST "'@'" LOAD_CONST (1129, 1132) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '@' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_137 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_137 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '='" LOAD_CONST (1134, 1138) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '=' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_139 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_139 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'simpleint' LOAD_CONST (1141, 1150) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_simpleint LOAD_CONST 'simpleint' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_142 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_142 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF _locals LOAD_CONST 'i' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '{'" LOAD_CONST (1154, 1158) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '{' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_144 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST ' simpleint' LOAD_CONST (1158, 1168) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_simpleint LOAD_CONST 'simpleint' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_145 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_145 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST " '}'" LOAD_CONST (1170, 1174) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD exactly LOAD_CONST '}' CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_exactly_146 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_exactly_146 LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _trace LOAD_CONST 'tag' LOAD_CONST (1178, 1181) LOAD_DEREF self LOAD_ATTR input LOAD_ATTR position CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _apply LOAD_DEREF self LOAD_ATTR rule_tag LOAD_CONST 'tag' BUILD_LIST CALL_METHOD UNPACK_SEQUENCE STORE_FAST _G_apply_148 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_apply_148 LOAD_DEREF _locals LOAD_CONST 't' STORE_SUBSCR LOAD_GLOBAL eval LOAD_CONST 't.name' LOAD_DEREF self LOAD_ATTR globals LOAD_DEREF _locals CALL_FUNCTION LOAD_CONST None ROT_TWO STORE_FAST _G_python_149 STORE_FAST lastError LOAD_DEREF self LOAD_METHOD considerError LOAD_FAST lastError LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST _G_python_149 LOAD_DEREF _locals LOAD_CONST 'i' STORE_SUBSCR LOAD_DEREF _locals LOAD_CONST 'i' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR currentError BUILD_TUPLE RETURN_VALUE
def createParserClass(GrammarBase, ruleGlobals): if ruleGlobals is None: ruleGlobals = {} class quasiterm(GrammarBase): def rule_schema(self): _locals = {"self": self} self.locals["schema"] = _locals def _G_many1_1(): self._trace(" production", (8, 19), self.input.position) _G_apply_2, lastError = self._apply( self.rule_production, "production", [] ) self.considerError(lastError, None) return (_G_apply_2, self.currentError) _G_many1_3, lastError = self.many(_G_many1_1, _G_many1_1()) self.considerError(lastError, "schema") _locals["ps"] = _G_many1_3 _G_python_4, lastError = eval("schema(ps)", self.globals, _locals), None self.considerError(lastError, "schema") return (_G_python_4, self.currentError) def rule_production(self): _locals = {"self": self} self.locals["production"] = _locals self._trace(" tag", (50, 54), self.input.position) _G_apply_5, lastError = self._apply(self.rule_tag, "tag", []) self.considerError(lastError, "production") _locals["t"] = _G_apply_5 self._trace(" ws", (56, 59), self.input.position) _G_apply_6, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, "production") self._trace(" '::='", (59, 65), self.input.position) _G_exactly_7, lastError = self.exactly("::=") self.considerError(lastError, "production") self._trace(" argList", (65, 73), self.input.position) _G_apply_8, lastError = self._apply(self.rule_argList, "argList", []) self.considerError(lastError, "production") _locals["a"] = _G_apply_8 self._trace(" ws", (75, 78), self.input.position) _G_apply_9, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, "production") self._trace(" ';'", (78, 82), self.input.position) _G_exactly_10, lastError = self.exactly(";") self.considerError(lastError, "production") _G_python_11, lastError = ( eval("production(t, a)", self.globals, _locals), None, ) self.considerError(lastError, "production") return (_G_python_11, self.currentError) def rule_functor(self): _locals = {"self": self} self.locals["functor"] = _locals def _G_or_12(): self._trace("spaces", (115, 121), self.input.position) _G_apply_13, lastError = self._apply(self.rule_spaces, "spaces", []) self.considerError(lastError, None) def _G_or_14(): self._trace("functorHole", (125, 136), self.input.position) _G_apply_15, lastError = self._apply( self.rule_functorHole, "functorHole", [] ) self.considerError(lastError, None) self._trace(" functorHole", (136, 148), self.input.position) _G_apply_16, lastError = self._apply( self.rule_functorHole, "functorHole", [] ) self.considerError(lastError, None) _G_python_17, lastError = ( eval('reserved("hole-tagged-hole")', self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_17, self.currentError) def _G_or_18(): def _G_optional_19(): self._trace("'.'", (203, 206), self.input.position) _G_exactly_20, lastError = self.exactly(".") self.considerError(lastError, None) return (_G_exactly_20, self.currentError) def _G_optional_21(): return (None, self.input.nullError()) _G_or_22, lastError = self._or([_G_optional_19, _G_optional_21]) self.considerError(lastError, None) self._trace(" functorHole", (207, 219), self.input.position) _G_apply_23, lastError = self._apply( self.rule_functorHole, "functorHole", [] ) self.considerError(lastError, None) return (_G_apply_23, self.currentError) def _G_or_24(): self._trace("tag", (242, 245), self.input.position) _G_apply_25, lastError = self._apply(self.rule_tag, "tag", []) self.considerError(lastError, None) _locals["t"] = _G_apply_25 self._trace(" functorHole", (247, 259), self.input.position) _G_apply_26, lastError = self._apply( self.rule_functorHole, "functorHole", [] ) self.considerError(lastError, None) _locals["h"] = _G_apply_26 _G_python_27, lastError = ( eval("taggedHole(t, h)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_27, self.currentError) _G_or_28, lastError = self._or([_G_or_14, _G_or_18, _G_or_24]) self.considerError(lastError, None) return (_G_or_28, self.currentError) def _G_or_29(): self._trace(" super", (296, 302), self.input.position) _G_apply_30, lastError = self.superApply( "functor", ) self.considerError(lastError, None) return (_G_apply_30, self.currentError) _G_or_31, lastError = self._or([_G_or_12, _G_or_29]) self.considerError(lastError, "functor") return (_G_or_31, self.currentError) def rule_arg(self): _locals = {"self": self} self.locals["arg"] = _locals self._trace(" interleave", (309, 320), self.input.position) _G_apply_32, lastError = self._apply(self.rule_interleave, "interleave", []) self.considerError(lastError, "arg") _locals["l"] = _G_apply_32 def _G_many_33(): self._trace("ws", (324, 326), self.input.position) _G_apply_34, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '|'", (326, 330), self.input.position) _G_exactly_35, lastError = self.exactly("|") self.considerError(lastError, None) self._trace(" interleave", (330, 341), self.input.position) _G_apply_36, lastError = self._apply( self.rule_interleave, "interleave", [] ) self.considerError(lastError, None) return (_G_apply_36, self.currentError) _G_many_37, lastError = self.many(_G_many_33) self.considerError(lastError, "arg") _locals["r"] = _G_many_37 _G_python_38, lastError = eval("_or(l, *r)", self.globals, _locals), None self.considerError(lastError, "arg") return (_G_python_38, self.currentError) def rule_interleave(self): _locals = {"self": self} self.locals["interleave"] = _locals self._trace(" action", (372, 379), self.input.position) _G_apply_39, lastError = self._apply(self.rule_action, "action", []) self.considerError(lastError, "interleave") _locals["l"] = _G_apply_39 def _G_many_40(): self._trace("ws", (383, 385), self.input.position) _G_apply_41, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '&'", (385, 389), self.input.position) _G_exactly_42, lastError = self.exactly("&") self.considerError(lastError, None) self._trace(" action", (389, 396), self.input.position) _G_apply_43, lastError = self._apply(self.rule_action, "action", []) self.considerError(lastError, None) return (_G_apply_43, self.currentError) _G_many_44, lastError = self.many(_G_many_40) self.considerError(lastError, "interleave") _locals["r"] = _G_many_44 _G_python_45, lastError = ( eval("interleave(l, *r)", self.globals, _locals), None, ) self.considerError(lastError, "interleave") return (_G_python_45, self.currentError) def rule_action(self): _locals = {"self": self} self.locals["action"] = _locals self._trace(" pred", (430, 435), self.input.position) _G_apply_46, lastError = self._apply(self.rule_pred, "pred", []) self.considerError(lastError, "action") _locals["l"] = _G_apply_46 def _G_or_47(): self._trace("ws", (439, 441), self.input.position) _G_apply_48, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '->'", (441, 446), self.input.position) _G_exactly_49, lastError = self.exactly("->") self.considerError(lastError, None) self._trace(" pred", (446, 451), self.input.position) _G_apply_50, lastError = self._apply(self.rule_pred, "pred", []) self.considerError(lastError, None) _locals["r"] = _G_apply_50 _G_python_51, lastError = ( eval("action(l, *r)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_51, self.currentError) def _G_or_52(): _G_python_53, lastError = eval("l", self.globals, _locals), None self.considerError(lastError, None) return (_G_python_53, self.currentError) _G_or_54, lastError = self._or([_G_or_47, _G_or_52]) self.considerError(lastError, "action") return (_G_or_54, self.currentError) def rule_pred(self): _locals = {"self": self} self.locals["pred"] = _locals def _G_or_55(): self._trace(" some", (519, 524), self.input.position) _G_apply_56, lastError = self._apply(self.rule_some, "some", []) self.considerError(lastError, None) return (_G_apply_56, self.currentError) def _G_or_57(): self._trace("ws", (528, 530), self.input.position) _G_apply_58, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '!'", (530, 534), self.input.position) _G_exactly_59, lastError = self.exactly("!") self.considerError(lastError, None) self._trace(" some", (534, 539), self.input.position) _G_apply_60, lastError = self._apply(self.rule_some, "some", []) self.considerError(lastError, None) _locals["x"] = _G_apply_60 _G_python_61, lastError = eval("not(x)", self.globals, _locals), None self.considerError(lastError, None) return (_G_python_61, self.currentError) _G_or_62, lastError = self._or([_G_or_55, _G_or_57]) self.considerError(lastError, "pred") return (_G_or_62, self.currentError) def rule_some(self): _locals = {"self": self} self.locals["some"] = _locals def _G_or_63(): self._trace("quant", (561, 566), self.input.position) _G_apply_64, lastError = self._apply(self.rule_quant, "quant", []) self.considerError(lastError, None) _locals["q"] = _G_apply_64 _G_python_65, lastError = ( eval("some(None, q)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_65, self.currentError) def _G_or_66(): self._trace(" prim", (596, 601), self.input.position) _G_apply_67, lastError = self._apply(self.rule_prim, "prim", []) self.considerError(lastError, None) _locals["l"] = _G_apply_67 def _G_optional_68(): def _G_or_69(): self._trace("ws", (607, 609), self.input.position) _G_apply_70, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '**'", (609, 614), self.input.position) _G_exactly_71, lastError = self.exactly("**") self.considerError(lastError, None) self._trace(" prim", (614, 619), self.input.position) _G_apply_72, lastError = self._apply(self.rule_prim, "prim", []) self.considerError(lastError, None) _locals["r"] = _G_apply_72 _G_python_73, lastError = ( eval("matchSeparatedSequence(l, r)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_73, self.currentError) def _G_or_74(): self._trace("ws", (676, 678), self.input.position) _G_apply_75, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '++'", (678, 683), self.input.position) _G_exactly_76, lastError = self.exactly("++") self.considerError(lastError, None) self._trace(" prim", (683, 688), self.input.position) _G_apply_77, lastError = self._apply(self.rule_prim, "prim", []) self.considerError(lastError, None) _locals["r"] = _G_apply_77 _G_python_78, lastError = ( eval( "matchSeparatedSequence1(l, r)", self.globals, _locals ), None, ) self.considerError(lastError, None) return (_G_python_78, self.currentError) _G_or_79, lastError = self._or([_G_or_69, _G_or_74]) self.considerError(lastError, None) return (_G_or_79, self.currentError) def _G_optional_80(): return (None, self.input.nullError()) _G_or_81, lastError = self._or([_G_optional_68, _G_optional_80]) self.considerError(lastError, None) _locals["seq"] = _G_or_81 def _G_optional_82(): self._trace("\n quant", (749, 766), self.input.position) _G_apply_83, lastError = self._apply(self.rule_quant, "quant", []) self.considerError(lastError, None) return (_G_apply_83, self.currentError) def _G_optional_84(): return (None, self.input.nullError()) _G_or_85, lastError = self._or([_G_optional_82, _G_optional_84]) self.considerError(lastError, None) _locals["q"] = _G_or_85 _G_python_86, lastError = ( eval("some(seq or l, q)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_86, self.currentError) _G_or_87, lastError = self._or([_G_or_63, _G_or_66]) self.considerError(lastError, "some") return (_G_or_87, self.currentError) def rule_quant(self): _locals = {"self": self} self.locals["quant"] = _locals self._trace(" ws", (800, 803), self.input.position) _G_apply_88, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, "quant") def _G_or_89(): self._trace("'?'", (805, 808), self.input.position) _G_exactly_90, lastError = self.exactly("?") self.considerError(lastError, None) return (_G_exactly_90, self.currentError) def _G_or_91(): self._trace("'+'", (810, 813), self.input.position) _G_exactly_92, lastError = self.exactly("+") self.considerError(lastError, None) return (_G_exactly_92, self.currentError) def _G_or_93(): self._trace(" '*'", (815, 819), self.input.position) _G_exactly_94, lastError = self.exactly("*") self.considerError(lastError, None) return (_G_exactly_94, self.currentError) _G_or_95, lastError = self._or([_G_or_89, _G_or_91, _G_or_93]) self.considerError(lastError, "quant") return (_G_or_95, self.currentError) def rule_prim(self): _locals = {"self": self} self.locals["prim"] = _locals def _G_or_96(): self._trace(" term", (827, 832), self.input.position) _G_apply_97, lastError = self._apply(self.rule_term, "term", []) self.considerError(lastError, None) return (_G_apply_97, self.currentError) def _G_or_98(): self._trace("'.'", (841, 844), self.input.position) _G_exactly_99, lastError = self.exactly(".") self.considerError(lastError, None) _G_python_100, lastError = eval("any()", self.globals, _locals), None self.considerError(lastError, None) return (_G_python_100, self.currentError) def _G_or_101(): self._trace("literal", (863, 870), self.input.position) _G_apply_102, lastError = self._apply(self.rule_literal, "literal", []) self.considerError(lastError, None) _locals["l"] = _G_apply_102 self._trace(" ws", (872, 875), self.input.position) _G_apply_103, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '..'", (875, 880), self.input.position) _G_exactly_104, lastError = self.exactly("..") self.considerError(lastError, None) self._trace(" literal", (880, 888), self.input.position) _G_apply_105, lastError = self._apply(self.rule_literal, "literal", []) self.considerError(lastError, None) _locals["r"] = _G_apply_105 _G_python_106, lastError = ( eval("range(l, r)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_106, self.currentError) def _G_or_107(): self._trace(" ws", (913, 916), self.input.position) _G_apply_108, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '^'", (916, 920), self.input.position) _G_exactly_109, lastError = self.exactly("^") self.considerError(lastError, None) self._trace(" string", (920, 927), self.input.position) _G_apply_110, lastError = self._apply(self.rule_string, "string", []) self.considerError(lastError, None) _locals["s"] = _G_apply_110 _G_python_111, lastError = eval("anyOf(s)", self.globals, _locals), None self.considerError(lastError, None) return (_G_python_111, self.currentError) def _G_or_112(): self._trace(" ws", (948, 951), self.input.position) _G_apply_113, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" '('", (951, 955), self.input.position) _G_exactly_114, lastError = self.exactly("(") self.considerError(lastError, None) self._trace(" argList", (955, 963), self.input.position) _G_apply_115, lastError = self._apply(self.rule_argList, "argList", []) self.considerError(lastError, None) _locals["l"] = _G_apply_115 self._trace(" ws", (965, 968), self.input.position) _G_apply_116, lastError = self._apply(self.rule_ws, "ws", []) self.considerError(lastError, None) self._trace(" ')'", (968, 972), self.input.position) _G_exactly_117, lastError = self.exactly(")") self.considerError(lastError, None) _G_python_118, lastError = eval("l", self.globals, _locals), None self.considerError(lastError, None) return (_G_python_118, self.currentError) _G_or_119, lastError = self._or( [_G_or_96, _G_or_98, _G_or_101, _G_or_107, _G_or_112] ) self.considerError(lastError, "prim") return (_G_or_119, self.currentError) def rule_simpleint(self): _locals = {"self": self} self.locals["simpleint"] = _locals self._trace(" decdigits", (990, 1000), self.input.position) _G_apply_120, lastError = self._apply(self.rule_decdigits, "decdigits", []) self.considerError(lastError, "simpleint") _locals["ds"] = _G_apply_120 _G_python_121, lastError = eval("int(ds)", self.globals, _locals), None self.considerError(lastError, "simpleint") return (_G_python_121, self.currentError) def rule_functorHole(self): _locals = {"self": self} self.locals["functorHole"] = _locals def _G_or_122(): self._trace(" '$'", (1028, 1032), self.input.position) _G_exactly_123, lastError = self.exactly("$") self.considerError(lastError, None) def _G_or_124(): self._trace("simpleint", (1041, 1050), self.input.position) _G_apply_125, lastError = self._apply( self.rule_simpleint, "simpleint", [] ) self.considerError(lastError, None) _locals["i"] = _G_apply_125 return (_locals["i"], self.currentError) def _G_or_126(): self._trace(" '{'", (1054, 1058), self.input.position) _G_exactly_127, lastError = self.exactly("{") self.considerError(lastError, None) self._trace(" simpleint", (1058, 1068), self.input.position) _G_apply_128, lastError = self._apply( self.rule_simpleint, "simpleint", [] ) self.considerError(lastError, None) _locals["i"] = _G_apply_128 self._trace(" '}'", (1070, 1074), self.input.position) _G_exactly_129, lastError = self.exactly("}") self.considerError(lastError, None) return (_G_exactly_129, self.currentError) def _G_or_130(): self._trace("tag", (1078, 1081), self.input.position) _G_apply_131, lastError = self._apply(self.rule_tag, "tag", []) self.considerError(lastError, None) _locals["t"] = _G_apply_131 _G_python_132, lastError = ( eval("t.name", self.globals, _locals), None, ) self.considerError(lastError, None) _locals["i"] = _G_python_132 return (_locals["i"], self.currentError) _G_or_133, lastError = self._or([_G_or_124, _G_or_126, _G_or_130]) self.considerError(lastError, None) _G_python_134, lastError = ( eval("dollarHole(i)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_134, self.currentError) def _G_or_135(): def _G_or_136(): self._trace("'@'", (1129, 1132), self.input.position) _G_exactly_137, lastError = self.exactly("@") self.considerError(lastError, None) return (_G_exactly_137, self.currentError) def _G_or_138(): self._trace(" '='", (1134, 1138), self.input.position) _G_exactly_139, lastError = self.exactly("=") self.considerError(lastError, None) return (_G_exactly_139, self.currentError) _G_or_140, lastError = self._or([_G_or_136, _G_or_138]) self.considerError(lastError, None) def _G_or_141(): self._trace("simpleint", (1141, 1150), self.input.position) _G_apply_142, lastError = self._apply( self.rule_simpleint, "simpleint", [] ) self.considerError(lastError, None) _locals["i"] = _G_apply_142 return (_locals["i"], self.currentError) def _G_or_143(): self._trace(" '{'", (1154, 1158), self.input.position) _G_exactly_144, lastError = self.exactly("{") self.considerError(lastError, None) self._trace(" simpleint", (1158, 1168), self.input.position) _G_apply_145, lastError = self._apply( self.rule_simpleint, "simpleint", [] ) self.considerError(lastError, None) _locals["i"] = _G_apply_145 self._trace(" '}'", (1170, 1174), self.input.position) _G_exactly_146, lastError = self.exactly("}") self.considerError(lastError, None) return (_G_exactly_146, self.currentError) def _G_or_147(): self._trace("tag", (1178, 1181), self.input.position) _G_apply_148, lastError = self._apply(self.rule_tag, "tag", []) self.considerError(lastError, None) _locals["t"] = _G_apply_148 _G_python_149, lastError = ( eval("t.name", self.globals, _locals), None, ) self.considerError(lastError, None) _locals["i"] = _G_python_149 return (_locals["i"], self.currentError) _G_or_150, lastError = self._or([_G_or_141, _G_or_143, _G_or_147]) self.considerError(lastError, None) _G_python_151, lastError = ( eval("patternHole(i)", self.globals, _locals), None, ) self.considerError(lastError, None) return (_G_python_151, self.currentError) _G_or_152, lastError = self._or([_G_or_122, _G_or_135]) self.considerError(lastError, "functorHole") return (_G_or_152, self.currentError) if quasiterm.globals is not None: quasiterm.globals = quasiterm.globals.copy() quasiterm.globals.update(ruleGlobals) else: quasiterm.globals = ruleGlobals return quasiterm
data/Parsley-1.3/terml/_generated/quasiterm.py
16,948
9,032
193,525
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'IAMMemberArgs' LOAD_CONST 'IAMMember' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object IAMMemberArgs at 0x7faa5ebe44b0, file "f.py", line 13> LOAD_CONST 'IAMMemberArgs' MAKE_FUNCTION LOAD_CONST 'IAMMemberArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME IAMMemberArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _IAMMemberState at 0x7faa5ebe4150, file "f.py", line 105> LOAD_CONST '_IAMMemberState' MAKE_FUNCTION LOAD_CONST '_IAMMemberState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _IAMMemberState LOAD_BUILD_CLASS LOAD_CONST <code object IAMMember at 0x7fab823a3810, file "f.py", line 216> LOAD_CONST 'IAMMember' MAKE_FUNCTION LOAD_CONST 'IAMMember' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME IAMMember LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IAMMemberArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST ('condition',) BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('member', 'role', 'service_account_id', 'condition') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faaac203930, file "f.py", line 15> LOAD_CONST 'IAMMemberArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object member at 0x7faa5ebe4300, file "f.py", line 47> LOAD_CONST 'IAMMemberArgs.member' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME member LOAD_NAME member LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object member at 0x7faa5ebe4540, file "f.py", line 52> LOAD_CONST 'IAMMemberArgs.member' MAKE_FUNCTION CALL_FUNCTION STORE_NAME member LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa5ebe4c90, file "f.py", line 56> LOAD_CONST 'IAMMemberArgs.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME role LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa5ebe4c00, file "f.py", line 66> LOAD_CONST 'IAMMemberArgs.role' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'serviceAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service_account_id at 0x7faa5ebe4390, file "f.py", line 70> LOAD_CONST 'IAMMemberArgs.service_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME service_account_id LOAD_NAME service_account_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service_account_id at 0x7faa5ebe4270, file "f.py", line 87> LOAD_CONST 'IAMMemberArgs.service_account_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME service_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ebe45d0, file "f.py", line 91> LOAD_CONST 'IAMMemberArgs.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ebe4e40, file "f.py", line 100> LOAD_CONST 'IAMMemberArgs.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'member' LOAD_FAST member CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role' LOAD_FAST role CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'service_account_id' LOAD_FAST service_account_id CALL_METHOD POP_TOP LOAD_FAST condition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'member' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'member' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'service_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'service_account_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_IAMMemberState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('condition', 'etag', 'member', 'role', 'service_account_id') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('condition', 'etag', 'member', 'role', 'service_account_id') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ebe46f0, file "f.py", line 107> LOAD_CONST '_IAMMemberState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ebe4ae0, file "f.py", line 146> LOAD_CONST '_IAMMemberState.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ebe4d20, file "f.py", line 155> LOAD_CONST '_IAMMemberState.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5ebe4b70, file "f.py", line 159> LOAD_CONST '_IAMMemberState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5ebe48a0, file "f.py", line 167> LOAD_CONST '_IAMMemberState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object member at 0x7faa5ebe4f60, file "f.py", line 171> LOAD_CONST '_IAMMemberState.member' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME member LOAD_NAME member LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object member at 0x7faa5ebe4780, file "f.py", line 176> LOAD_CONST '_IAMMemberState.member' MAKE_FUNCTION CALL_FUNCTION STORE_NAME member LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa5ebe4930, file "f.py", line 180> LOAD_CONST '_IAMMemberState.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME role LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa5ebe4030, file "f.py", line 190> LOAD_CONST '_IAMMemberState.role' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'serviceAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service_account_id at 0x7faa5ebe4660, file "f.py", line 194> LOAD_CONST '_IAMMemberState.service_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME service_account_id LOAD_NAME service_account_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service_account_id at 0x7faa5ebe40c0, file "f.py", line 211> LOAD_CONST '_IAMMemberState.service_account_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME service_account_id LOAD_CONST None RETURN_VALUE LOAD_FAST condition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST member LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'member' LOAD_FAST member CALL_METHOD POP_TOP LOAD_FAST role LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role' LOAD_FAST role CALL_METHOD POP_TOP LOAD_FAST service_account_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'service_account_id' LOAD_FAST service_account_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'member' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'member' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'service_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'service_account_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IAMMember' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'condition', 'member', 'role', 'service_account_id') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ebe4a50, file "f.py", line 217> LOAD_CONST 'IAMMember.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME IAMMemberArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ebe4420, file "f.py", line 359> LOAD_CONST 'IAMMember.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ebe4810, file "f.py", line 481> LOAD_CONST 'IAMMember.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'condition', 'member', 'role', 'service_account_id') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa5ebe4db0, file "f.py", line 490> LOAD_CONST 'IAMMember._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'IAMMemberConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'IAMMember' LOAD_CONST ('resource_name', 'id', 'opts', 'condition', 'etag', 'member', 'role', 'service_account_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa5e7d8540, file "f.py", line 535> LOAD_CONST 'IAMMember.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.IAMMemberCondition' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ebe4ed0, file "f.py", line 583> LOAD_CONST 'IAMMember.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5e7d8390, file "f.py", line 592> LOAD_CONST 'IAMMember.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object member at 0x7fab0028be40, file "f.py", line 600> LOAD_CONST 'IAMMember.member' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME member LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7fab0028b390, file "f.py", line 605> LOAD_CONST 'IAMMember.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'serviceAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service_account_id at 0x7fab823a3ae0, file "f.py", line 615> LOAD_CONST 'IAMMember.service_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME service_account_id LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL IAMMemberArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL IAMMemberArgs LOAD_METHOD __new__ LOAD_GLOBAL IAMMemberArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST member LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'member'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST member LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'member' STORE_SUBSCR LOAD_FAST role LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'role'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST role LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role' STORE_SUBSCR LOAD_FAST service_account_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'service_account_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST service_account_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'service_account_id' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_GLOBAL pulumi LOAD_ATTR Alias LOAD_CONST 'gcp:serviceAccount/iAMMember:IAMMember' LOAD_CONST ('type_',) CALL_FUNCTION BUILD_LIST LOAD_CONST ('aliases',) CALL_FUNCTION STORE_FAST alias_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST alias_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL IAMMember LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:serviceaccount/iAMMember:IAMMember' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _IAMMemberState LOAD_METHOD __new__ LOAD_GLOBAL _IAMMemberState CALL_METHOD STORE_FAST __props__ LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST member LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'member' STORE_SUBSCR LOAD_FAST role LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role' STORE_SUBSCR LOAD_FAST service_account_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'service_account_id' STORE_SUBSCR LOAD_GLOBAL IAMMember LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'member' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'service_account_id' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["IAMMemberArgs", "IAMMember"] @pulumi.input_type class IAMMemberArgs: def __init__( __self__, *, member: pulumi.Input[str], role: pulumi.Input[str], service_account_id: pulumi.Input[str], condition: Optional[pulumi.Input["IAMMemberConditionArgs"]] = None ): """ The set of arguments for constructing a IAMMember resource. :param pulumi.Input[str] role: The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. :param pulumi.Input[str] service_account_id: The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. :param pulumi.Input['IAMMemberConditionArgs'] condition: An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. """ pulumi.set(__self__, "member", member) pulumi.set(__self__, "role", role) pulumi.set(__self__, "service_account_id", service_account_id) if condition is not None: pulumi.set(__self__, "condition", condition) @property @pulumi.getter def member(self) -> pulumi.Input[str]: return pulumi.get(self, "member") @member.setter def member(self, value: pulumi.Input[str]): pulumi.set(self, "member", value) @property @pulumi.getter def role(self) -> pulumi.Input[str]: """ The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role") @role.setter def role(self, value: pulumi.Input[str]): pulumi.set(self, "role", value) @property @pulumi.getter(name="serviceAccountId") def service_account_id(self) -> pulumi.Input[str]: """ The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ return pulumi.get(self, "service_account_id") @service_account_id.setter def service_account_id(self, value: pulumi.Input[str]): pulumi.set(self, "service_account_id", value) @property @pulumi.getter def condition(self) -> Optional[pulumi.Input["IAMMemberConditionArgs"]]: """ An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. """ return pulumi.get(self, "condition") @condition.setter def condition(self, value: Optional[pulumi.Input["IAMMemberConditionArgs"]]): pulumi.set(self, "condition", value) @pulumi.input_type class _IAMMemberState: def __init__( __self__, *, condition: Optional[pulumi.Input["IAMMemberConditionArgs"]] = None, etag: Optional[pulumi.Input[str]] = None, member: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, service_account_id: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering IAMMember resources. :param pulumi.Input['IAMMemberConditionArgs'] condition: An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. :param pulumi.Input[str] etag: (Computed) The etag of the service account IAM policy. :param pulumi.Input[str] role: The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. :param pulumi.Input[str] service_account_id: The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ if condition is not None: pulumi.set(__self__, "condition", condition) if etag is not None: pulumi.set(__self__, "etag", etag) if member is not None: pulumi.set(__self__, "member", member) if role is not None: pulumi.set(__self__, "role", role) if service_account_id is not None: pulumi.set(__self__, "service_account_id", service_account_id) @property @pulumi.getter def condition(self) -> Optional[pulumi.Input["IAMMemberConditionArgs"]]: """ An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. """ return pulumi.get(self, "condition") @condition.setter def condition(self, value: Optional[pulumi.Input["IAMMemberConditionArgs"]]): pulumi.set(self, "condition", value) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the service account IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter def member(self) -> Optional[pulumi.Input[str]]: return pulumi.get(self, "member") @member.setter def member(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "member", value) @property @pulumi.getter def role(self) -> Optional[pulumi.Input[str]]: """ The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role") @role.setter def role(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "role", value) @property @pulumi.getter(name="serviceAccountId") def service_account_id(self) -> Optional[pulumi.Input[str]]: """ The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ return pulumi.get(self, "service_account_id") @service_account_id.setter def service_account_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "service_account_id", value) class IAMMember(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["IAMMemberConditionArgs"]] ] = None, member: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, service_account_id: Optional[pulumi.Input[str]] = None, __props__=None, ): """ When managing IAM roles, you can treat a service account either as a resource or as an identity. This resource is to add iam policy bindings to a service account resource, such as allowing the members to run operations as or modify the service account. To configure permissions for a service account on other GCP resources, use the google_project_iam set of resources. Three different resources help you manage your IAM policy for a service account. Each of these resources serves a different use case: * `serviceaccount.IAMPolicy`: Authoritative. Sets the IAM policy for the service account and replaces any existing policy already attached. * `serviceaccount.IAMBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the service account are preserved. * `serviceaccount.IAMMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the service account are preserved. > **Note:** `serviceaccount.IAMPolicy` **cannot** be used in conjunction with `serviceaccount.IAMBinding` and `serviceaccount.IAMMember` or they will fight over what your policy should be. > **Note:** `serviceaccount.IAMBinding` resources **can be** used in conjunction with `serviceaccount.IAMMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iam.serviceAccountUser", members=["user:[email protected]"], )]) sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can interact with") admin_account_iam = gcp.serviceaccount.IAMPolicy("admin-account-iam", service_account_id=sa.name, policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can use") admin_account_iam = gcp.serviceaccount.IAMBinding("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can use") admin_account_iam = gcp.serviceaccount.IAMBinding("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", members=["user:[email protected]"], condition=gcp.serviceaccount.IAMBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` ```python import pulumi import pulumi_gcp as gcp default = gcp.compute.get_default_service_account() sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that Jane can use") admin_account_iam = gcp.serviceaccount.IAMMember("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", member="user:[email protected]") gce_default_account_iam = gcp.serviceaccount.IAMMember("gce-default-account-iam", service_account_id=default.name, role="roles/iam.serviceAccountUser", member=sa.email.apply(lambda email: f"serviceAccount:{email}")) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that Jane can use") admin_account_iam = gcp.serviceaccount.IAMMember("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", member="user:[email protected]", condition=gcp.serviceaccount.IAMMemberConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` Here are examples of importing IAM memberships and bindings that include conditions: ```sh $ pulumi import gcp:serviceaccount/iAMMember:IAMMember admin-account-iam "projects/{your-project-id}/serviceAccounts/{your-service-account-email} roles/iam.serviceAccountUser expires_after_2019_12_31" ``` ```sh $ pulumi import gcp:serviceaccount/iAMMember:IAMMember admin-account-iam "projects/{your-project-id}/serviceAccounts/{your-service-account-email} roles/iam.serviceAccountUser user:[email protected] expires_after_2019_12_31" ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[pulumi.InputType['IAMMemberConditionArgs']] condition: An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. :param pulumi.Input[str] role: The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. :param pulumi.Input[str] service_account_id: The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ ... @overload def __init__( __self__, resource_name: str, args: IAMMemberArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ When managing IAM roles, you can treat a service account either as a resource or as an identity. This resource is to add iam policy bindings to a service account resource, such as allowing the members to run operations as or modify the service account. To configure permissions for a service account on other GCP resources, use the google_project_iam set of resources. Three different resources help you manage your IAM policy for a service account. Each of these resources serves a different use case: * `serviceaccount.IAMPolicy`: Authoritative. Sets the IAM policy for the service account and replaces any existing policy already attached. * `serviceaccount.IAMBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the service account are preserved. * `serviceaccount.IAMMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the service account are preserved. > **Note:** `serviceaccount.IAMPolicy` **cannot** be used in conjunction with `serviceaccount.IAMBinding` and `serviceaccount.IAMMember` or they will fight over what your policy should be. > **Note:** `serviceaccount.IAMBinding` resources **can be** used in conjunction with `serviceaccount.IAMMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iam.serviceAccountUser", members=["user:[email protected]"], )]) sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can interact with") admin_account_iam = gcp.serviceaccount.IAMPolicy("admin-account-iam", service_account_id=sa.name, policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can use") admin_account_iam = gcp.serviceaccount.IAMBinding("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that only Jane can use") admin_account_iam = gcp.serviceaccount.IAMBinding("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", members=["user:[email protected]"], condition=gcp.serviceaccount.IAMBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` ```python import pulumi import pulumi_gcp as gcp default = gcp.compute.get_default_service_account() sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that Jane can use") admin_account_iam = gcp.serviceaccount.IAMMember("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", member="user:[email protected]") gce_default_account_iam = gcp.serviceaccount.IAMMember("gce-default-account-iam", service_account_id=default.name, role="roles/iam.serviceAccountUser", member=sa.email.apply(lambda email: f"serviceAccount:{email}")) ``` ```python import pulumi import pulumi_gcp as gcp sa = gcp.serviceaccount.Account("sa", account_id="my-service-account", display_name="A service account that Jane can use") admin_account_iam = gcp.serviceaccount.IAMMember("admin-account-iam", service_account_id=sa.name, role="roles/iam.serviceAccountUser", member="user:[email protected]", condition=gcp.serviceaccount.IAMMemberConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` Here are examples of importing IAM memberships and bindings that include conditions: ```sh $ pulumi import gcp:serviceaccount/iAMMember:IAMMember admin-account-iam "projects/{your-project-id}/serviceAccounts/{your-service-account-email} roles/iam.serviceAccountUser expires_after_2019_12_31" ``` ```sh $ pulumi import gcp:serviceaccount/iAMMember:IAMMember admin-account-iam "projects/{your-project-id}/serviceAccounts/{your-service-account-email} roles/iam.serviceAccountUser user:[email protected] expires_after_2019_12_31" ``` :param str resource_name: The name of the resource. :param IAMMemberArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( IAMMemberArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["IAMMemberConditionArgs"]] ] = None, member: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, service_account_id: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = IAMMemberArgs.__new__(IAMMemberArgs) __props__.__dict__["condition"] = condition if member is None and not opts.urn: raise TypeError("Missing required property 'member'") __props__.__dict__["member"] = member if role is None and not opts.urn: raise TypeError("Missing required property 'role'") __props__.__dict__["role"] = role if service_account_id is None and not opts.urn: raise TypeError("Missing required property 'service_account_id'") __props__.__dict__["service_account_id"] = service_account_id __props__.__dict__["etag"] = None alias_opts = pulumi.ResourceOptions( aliases=[pulumi.Alias(type_="gcp:serviceAccount/iAMMember:IAMMember")] ) opts = pulumi.ResourceOptions.merge(opts, alias_opts) super(IAMMember, __self__).__init__( "gcp:serviceaccount/iAMMember:IAMMember", resource_name, __props__, opts ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["IAMMemberConditionArgs"]] ] = None, etag: Optional[pulumi.Input[str]] = None, member: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, service_account_id: Optional[pulumi.Input[str]] = None, ) -> "IAMMember": """ Get an existing IAMMember resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[pulumi.InputType['IAMMemberConditionArgs']] condition: An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. :param pulumi.Input[str] etag: (Computed) The etag of the service account IAM policy. :param pulumi.Input[str] role: The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. :param pulumi.Input[str] service_account_id: The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _IAMMemberState.__new__(_IAMMemberState) __props__.__dict__["condition"] = condition __props__.__dict__["etag"] = etag __props__.__dict__["member"] = member __props__.__dict__["role"] = role __props__.__dict__["service_account_id"] = service_account_id return IAMMember(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def condition(self) -> pulumi.Output[Optional["outputs.IAMMemberCondition"]]: """ An [IAM Condition](https://cloud.google.com/iam/docs/conditions-overview) for a given binding. Structure is documented below. """ return pulumi.get(self, "condition") @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the service account IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter def member(self) -> pulumi.Output[str]: return pulumi.get(self, "member") @property @pulumi.getter def role(self) -> pulumi.Output[str]: """ The role that should be applied. Only one `serviceaccount.IAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role") @property @pulumi.getter(name="serviceAccountId") def service_account_id(self) -> pulumi.Output[str]: """ The fully-qualified name of the service account to apply policy to. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. """ return pulumi.get(self, "service_account_id")
data/pulumi_gcp-7.9.0/pulumi_gcp/serviceaccount/iam_member.py
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9,032
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'RepositoryIamBindingArgs' LOAD_CONST 'RepositoryIamBinding' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object RepositoryIamBindingArgs at 0x7faa7c2f2780, file "f.py", line 13> LOAD_CONST 'RepositoryIamBindingArgs' MAKE_FUNCTION LOAD_CONST 'RepositoryIamBindingArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME RepositoryIamBindingArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _RepositoryIamBindingState at 0x7faa756800c0, file "f.py", line 121> LOAD_CONST '_RepositoryIamBindingState' MAKE_FUNCTION LOAD_CONST '_RepositoryIamBindingState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _RepositoryIamBindingState LOAD_BUILD_CLASS LOAD_CONST <code object RepositoryIamBinding at 0x7faa756801e0, file "f.py", line 248> LOAD_CONST 'RepositoryIamBinding' MAKE_FUNCTION LOAD_CONST 'RepositoryIamBinding' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME RepositoryIamBinding LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RepositoryIamBindingArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('condition', 'project') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('members', 'repository', 'role', 'condition', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7c2f2270, file "f.py", line 15> LOAD_CONST 'RepositoryIamBindingArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object members at 0x7faa7c2f2e40, file "f.py", line 52> LOAD_CONST 'RepositoryIamBindingArgs.members' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME members LOAD_NAME members LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object members at 0x7faa7c2f28a0, file "f.py", line 57> LOAD_CONST 'RepositoryIamBindingArgs.members' MAKE_FUNCTION CALL_FUNCTION STORE_NAME members LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object repository at 0x7faa7c2f2d20, file "f.py", line 61> LOAD_CONST 'RepositoryIamBindingArgs.repository' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME repository LOAD_NAME repository LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object repository at 0x7faa7c2f20c0, file "f.py", line 66> LOAD_CONST 'RepositoryIamBindingArgs.repository' MAKE_FUNCTION CALL_FUNCTION STORE_NAME repository LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa7c2f2660, file "f.py", line 70> LOAD_CONST 'RepositoryIamBindingArgs.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME role LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa7c2f26f0, file "f.py", line 80> LOAD_CONST 'RepositoryIamBindingArgs.role' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa7c2f24b0, file "f.py", line 84> LOAD_CONST 'RepositoryIamBindingArgs.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa7c2f2c00, file "f.py", line 89> LOAD_CONST 'RepositoryIamBindingArgs.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7c2f2c90, file "f.py", line 95> LOAD_CONST 'RepositoryIamBindingArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7c2f2b70, file "f.py", line 116> LOAD_CONST 'RepositoryIamBindingArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'members' LOAD_FAST members CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'repository' LOAD_FAST repository CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role' LOAD_FAST role CALL_METHOD POP_TOP LOAD_FAST condition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'members' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'members' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'repository' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'repository' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_RepositoryIamBindingState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('condition', 'etag', 'members', 'project', 'repository', 'role') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('condition', 'etag', 'members', 'project', 'repository', 'role') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7c2f21e0, file "f.py", line 123> LOAD_CONST '_RepositoryIamBindingState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa7c2f2420, file "f.py", line 167> LOAD_CONST '_RepositoryIamBindingState.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa7c2f2ed0, file "f.py", line 172> LOAD_CONST '_RepositoryIamBindingState.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa7c2f2300, file "f.py", line 178> LOAD_CONST '_RepositoryIamBindingState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa7c2f2030, file "f.py", line 186> LOAD_CONST '_RepositoryIamBindingState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object members at 0x7faa7c2f2810, file "f.py", line 190> LOAD_CONST '_RepositoryIamBindingState.members' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME members LOAD_NAME members LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object members at 0x7faa7c2f2150, file "f.py", line 195> LOAD_CONST '_RepositoryIamBindingState.members' MAKE_FUNCTION CALL_FUNCTION STORE_NAME members LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7c2f25d0, file "f.py", line 199> LOAD_CONST '_RepositoryIamBindingState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa75680db0, file "f.py", line 220> LOAD_CONST '_RepositoryIamBindingState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object repository at 0x7faa75680c00, file "f.py", line 224> LOAD_CONST '_RepositoryIamBindingState.repository' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME repository LOAD_NAME repository LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object repository at 0x7faa756808a0, file "f.py", line 229> LOAD_CONST '_RepositoryIamBindingState.repository' MAKE_FUNCTION CALL_FUNCTION STORE_NAME repository LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa75680780, file "f.py", line 233> LOAD_CONST '_RepositoryIamBindingState.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_NAME role LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa75680b70, file "f.py", line 243> LOAD_CONST '_RepositoryIamBindingState.role' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_CONST None RETURN_VALUE LOAD_FAST condition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST members LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'members' LOAD_FAST members CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_FAST repository LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'repository' LOAD_FAST repository CALL_METHOD POP_TOP LOAD_FAST role LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role' LOAD_FAST role CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'members' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'members' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'repository' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'repository' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RepositoryIamBinding' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'condition', 'members', 'project', 'repository', 'role') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa75680a50, file "f.py", line 249> LOAD_CONST 'RepositoryIamBinding.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME RepositoryIamBindingArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa75680ae0, file "f.py", line 374> LOAD_CONST 'RepositoryIamBinding.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa75680150, file "f.py", line 476> LOAD_CONST 'RepositoryIamBinding.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'condition', 'members', 'project', 'repository', 'role') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa75680420, file "f.py", line 485> LOAD_CONST 'RepositoryIamBinding._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'RepositoryIamBindingConditionArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'RepositoryIamBinding' LOAD_CONST ('resource_name', 'id', 'opts', 'condition', 'etag', 'members', 'project', 'repository', 'role', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa75680300, file "f.py", line 531> LOAD_CONST 'RepositoryIamBinding.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.RepositoryIamBindingCondition' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa75680e40, file "f.py", line 583> LOAD_CONST 'RepositoryIamBinding.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa75680030, file "f.py", line 590> LOAD_CONST 'RepositoryIamBinding.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object members at 0x7faa75680930, file "f.py", line 598> LOAD_CONST 'RepositoryIamBinding.members' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME members LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa756804b0, file "f.py", line 603> LOAD_CONST 'RepositoryIamBinding.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object repository at 0x7faa75680390, file "f.py", line 624> LOAD_CONST 'RepositoryIamBinding.repository' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME repository LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role at 0x7faa75680d20, file "f.py", line 629> LOAD_CONST 'RepositoryIamBinding.role' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL RepositoryIamBindingArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL RepositoryIamBindingArgs LOAD_METHOD __new__ LOAD_GLOBAL RepositoryIamBindingArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST members LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'members'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST members LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'members' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST repository LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'repository'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST repository LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'repository' STORE_SUBSCR LOAD_FAST role LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'role'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST role LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL RepositoryIamBinding LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _RepositoryIamBindingState LOAD_METHOD __new__ LOAD_GLOBAL _RepositoryIamBindingState CALL_METHOD STORE_FAST __props__ LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST members LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'members' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST repository LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'repository' STORE_SUBSCR LOAD_FAST role LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role' STORE_SUBSCR LOAD_GLOBAL RepositoryIamBinding LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'members' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'repository' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["RepositoryIamBindingArgs", "RepositoryIamBinding"] @pulumi.input_type class RepositoryIamBindingArgs: def __init__( __self__, *, members: pulumi.Input[Sequence[pulumi.Input[str]]], repository: pulumi.Input[str], role: pulumi.Input[str], condition: Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]] = None, project: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a RepositoryIamBinding resource. :param pulumi.Input[str] role: The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ pulumi.set(__self__, "members", members) pulumi.set(__self__, "repository", repository) pulumi.set(__self__, "role", role) if condition is not None: pulumi.set(__self__, "condition", condition) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter def members(self) -> pulumi.Input[Sequence[pulumi.Input[str]]]: return pulumi.get(self, "members") @members.setter def members(self, value: pulumi.Input[Sequence[pulumi.Input[str]]]): pulumi.set(self, "members", value) @property @pulumi.getter def repository(self) -> pulumi.Input[str]: return pulumi.get(self, "repository") @repository.setter def repository(self, value: pulumi.Input[str]): pulumi.set(self, "repository", value) @property @pulumi.getter def role(self) -> pulumi.Input[str]: """ The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role") @role.setter def role(self, value: pulumi.Input[str]): pulumi.set(self, "role", value) @property @pulumi.getter def condition(self) -> Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]]: return pulumi.get(self, "condition") @condition.setter def condition( self, value: Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]] ): pulumi.set(self, "condition", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @pulumi.input_type class _RepositoryIamBindingState: def __init__( __self__, *, condition: Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]] = None, etag: Optional[pulumi.Input[str]] = None, members: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, project: Optional[pulumi.Input[str]] = None, repository: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering RepositoryIamBinding resources. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" :param pulumi.Input[str] role: The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ if condition is not None: pulumi.set(__self__, "condition", condition) if etag is not None: pulumi.set(__self__, "etag", etag) if members is not None: pulumi.set(__self__, "members", members) if project is not None: pulumi.set(__self__, "project", project) if repository is not None: pulumi.set(__self__, "repository", repository) if role is not None: pulumi.set(__self__, "role", role) @property @pulumi.getter def condition(self) -> Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]]: return pulumi.get(self, "condition") @condition.setter def condition( self, value: Optional[pulumi.Input["RepositoryIamBindingConditionArgs"]] ): pulumi.set(self, "condition", value) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter def members(self) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: return pulumi.get(self, "members") @members.setter def members(self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]): pulumi.set(self, "members", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @property @pulumi.getter def repository(self) -> Optional[pulumi.Input[str]]: return pulumi.get(self, "repository") @repository.setter def repository(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "repository", value) @property @pulumi.getter def role(self) -> Optional[pulumi.Input[str]]: """ The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role") @role.setter def role(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "role", value) class RepositoryIamBinding(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["RepositoryIamBindingConditionArgs"]] ] = None, members: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, project: Optional[pulumi.Input[str]] = None, repository: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Three different resources help you manage your IAM policy for Cloud Pub/Sub Topic. Each of these resources serves a different use case: * `pubsub.TopicIAMPolicy`: Authoritative. Sets the IAM policy for the topic and replaces any existing policy already attached. * `pubsub.TopicIAMBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the topic are preserved. * `pubsub.TopicIAMMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the topic are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `pubsub.TopicIAMPolicy`: Retrieves the IAM policy for the topic > **Note:** `pubsub.TopicIAMPolicy` **cannot** be used in conjunction with `pubsub.TopicIAMBinding` and `pubsub.TopicIAMMember` or they will fight over what your policy should be. > **Note:** `pubsub.TopicIAMBinding` resources **can be** used in conjunction with `pubsub.TopicIAMMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.pubsub.TopicIAMPolicy("policy", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.pubsub.TopicIAMBinding("binding", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.pubsub.TopicIAMMember("member", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/topics/{{name}} * {{project}}/{{name}} * {{name}} Any variables not passed in the import command will be taken from the provider configuration. Cloud Pub/Sub topic IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor "projects/{{project}}/topics/{{topic}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor "projects/{{project}}/topics/{{topic}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor projects/{{project}}/topics/{{topic}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" :param pulumi.Input[str] role: The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ ... @overload def __init__( __self__, resource_name: str, args: RepositoryIamBindingArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Three different resources help you manage your IAM policy for Cloud Pub/Sub Topic. Each of these resources serves a different use case: * `pubsub.TopicIAMPolicy`: Authoritative. Sets the IAM policy for the topic and replaces any existing policy already attached. * `pubsub.TopicIAMBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the topic are preserved. * `pubsub.TopicIAMMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the topic are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `pubsub.TopicIAMPolicy`: Retrieves the IAM policy for the topic > **Note:** `pubsub.TopicIAMPolicy` **cannot** be used in conjunction with `pubsub.TopicIAMBinding` and `pubsub.TopicIAMMember` or they will fight over what your policy should be. > **Note:** `pubsub.TopicIAMBinding` resources **can be** used in conjunction with `pubsub.TopicIAMMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.pubsub.TopicIAMPolicy("policy", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.pubsub.TopicIAMBinding("binding", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.pubsub.TopicIAMMember("member", project=google_pubsub_topic["example"]["project"], topic=google_pubsub_topic["example"]["name"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/topics/{{name}} * {{project}}/{{name}} * {{name}} Any variables not passed in the import command will be taken from the provider configuration. Cloud Pub/Sub topic IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor "projects/{{project}}/topics/{{topic}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor "projects/{{project}}/topics/{{topic}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding editor projects/{{project}}/topics/{{topic}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param RepositoryIamBindingArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( RepositoryIamBindingArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["RepositoryIamBindingConditionArgs"]] ] = None, members: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, project: Optional[pulumi.Input[str]] = None, repository: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = RepositoryIamBindingArgs.__new__(RepositoryIamBindingArgs) __props__.__dict__["condition"] = condition if members is None and not opts.urn: raise TypeError("Missing required property 'members'") __props__.__dict__["members"] = members __props__.__dict__["project"] = project if repository is None and not opts.urn: raise TypeError("Missing required property 'repository'") __props__.__dict__["repository"] = repository if role is None and not opts.urn: raise TypeError("Missing required property 'role'") __props__.__dict__["role"] = role __props__.__dict__["etag"] = None super(RepositoryIamBinding, __self__).__init__( "gcp:sourcerepo/repositoryIamBinding:RepositoryIamBinding", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, condition: Optional[ pulumi.Input[pulumi.InputType["RepositoryIamBindingConditionArgs"]] ] = None, etag: Optional[pulumi.Input[str]] = None, members: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, project: Optional[pulumi.Input[str]] = None, repository: Optional[pulumi.Input[str]] = None, role: Optional[pulumi.Input[str]] = None, ) -> "RepositoryIamBinding": """ Get an existing RepositoryIamBinding resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" :param pulumi.Input[str] role: The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _RepositoryIamBindingState.__new__(_RepositoryIamBindingState) __props__.__dict__["condition"] = condition __props__.__dict__["etag"] = etag __props__.__dict__["members"] = members __props__.__dict__["project"] = project __props__.__dict__["repository"] = repository __props__.__dict__["role"] = role return RepositoryIamBinding(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def condition( self, ) -> pulumi.Output[Optional["outputs.RepositoryIamBindingCondition"]]: return pulumi.get(self, "condition") @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter def members(self) -> pulumi.Output[Sequence[str]]: return pulumi.get(self, "members") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @property @pulumi.getter def repository(self) -> pulumi.Output[str]: return pulumi.get(self, "repository") @property @pulumi.getter def role(self) -> pulumi.Output[str]: """ The role that should be applied. Only one `pubsub.TopicIAMBinding` can be used per role. Note that custom roles must be of the format `[projects|organizations]/{parent-name}/roles/{role-name}`. """ return pulumi.get(self, "role")
data/pulumi_gcp-7.9.0/pulumi_gcp/sourcerepo/repository_iam_binding.py
6,574
9,032
445,591
LOAD_CONST 'Some simple financial calculations\n\npatterned after spreadsheet computations.\n\nThere is some complexity in each function\nso that the functions behave like ufuncs with\nbroadcasting and being able to be called with scalars\nor arrays (or other sequences).\n\nFunctions support the :class:`decimal.Decimal` type unless\notherwise stated.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('division', 'absolute_import', 'print_function') IMPORT_NAME __future__ IMPORT_FROM division STORE_NAME division IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_CONST 0 LOAD_CONST ('Decimal',) IMPORT_NAME decimal IMPORT_FROM Decimal STORE_NAME Decimal POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 'fv' LOAD_CONST 'pmt' LOAD_CONST 'nper' LOAD_CONST 'ipmt' LOAD_CONST 'ppmt' LOAD_CONST 'pv' LOAD_CONST 'rate' LOAD_CONST 'irr' LOAD_CONST 'npv' LOAD_CONST 'mirr' BUILD_LIST STORE_NAME __all__ LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST ('end', 'begin', 'e', 'b', 0, 1, 'beginning', 'start', 'finish') BUILD_CONST_KEY_MAP STORE_NAME _when_to_num LOAD_CONST <code object _convert_when at 0x7fab820d6b70, file "f.py", line 36> LOAD_CONST '_convert_when' MAKE_FUNCTION STORE_NAME _convert_when LOAD_CONST ('end',) LOAD_CONST <code object fv at 0x7fab820d6420, file "f.py", line 45> LOAD_CONST 'fv' MAKE_FUNCTION STORE_NAME fv LOAD_CONST (0, 'end') LOAD_CONST <code object pmt at 0x7fab820d6a50, file "f.py", line 136> LOAD_CONST 'pmt' MAKE_FUNCTION STORE_NAME pmt LOAD_CONST (0, 'end') LOAD_CONST <code object nper at 0x7fab820d6390, file "f.py", line 232> LOAD_CONST 'nper' MAKE_FUNCTION STORE_NAME nper LOAD_CONST (0, 'end') LOAD_CONST <code object ipmt at 0x7fab820d6300, file "f.py", line 304> LOAD_CONST 'ipmt' MAKE_FUNCTION STORE_NAME ipmt LOAD_CONST <code object _rbl at 0x7fab820d6810, file "f.py", line 402> LOAD_CONST '_rbl' MAKE_FUNCTION STORE_NAME _rbl LOAD_CONST (0, 'end') LOAD_CONST <code object ppmt at 0x7fab820d6660, file "f.py", line 412> LOAD_CONST 'ppmt' MAKE_FUNCTION STORE_NAME ppmt LOAD_CONST (0, 'end') LOAD_CONST <code object pv at 0x7fab820d6540, file "f.py", line 441> LOAD_CONST 'pv' MAKE_FUNCTION STORE_NAME pv LOAD_CONST <code object _g_div_gp at 0x7fab820d6db0, file "f.py", line 537> LOAD_CONST '_g_div_gp' MAKE_FUNCTION STORE_NAME _g_div_gp LOAD_CONST ('end', None, None, 100) LOAD_CONST <code object rate at 0x7fab82194e40, file "f.py", line 550> LOAD_CONST 'rate' MAKE_FUNCTION STORE_NAME rate LOAD_CONST <code object irr at 0x7fab821948a0, file "f.py", line 619> LOAD_CONST 'irr' MAKE_FUNCTION STORE_NAME irr LOAD_CONST <code object npv at 0x7fab821949c0, file "f.py", line 692> LOAD_CONST 'npv' MAKE_FUNCTION STORE_NAME npv LOAD_CONST <code object mirr at 0x7fab82194930, file "f.py", line 764> LOAD_CONST 'mirr' MAKE_FUNCTION STORE_NAME mirr LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST when LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST when RETURN_VALUE SETUP_EXCEPT to 26 LOAD_GLOBAL _when_to_num LOAD_FAST when BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError LOAD_GLOBAL TypeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab820d6930, file "f.py", line 42> LOAD_CONST '_convert_when.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST when GET_ITER CALL_FUNCTION RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_GLOBAL _when_to_num LOAD_FAST x BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL map LOAD_GLOBAL np LOAD_ATTR asarray LOAD_FAST rate LOAD_FAST nper LOAD_FAST pmt LOAD_FAST pv LOAD_FAST when BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rate STORE_FAST nper STORE_FAST pmt STORE_FAST pv STORE_FAST when LOAD_CONST 1 LOAD_FAST rate BINARY_ADD LOAD_FAST nper BINARY_POWER STORE_FAST temp LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST rate LOAD_CONST 0 COMPARE_OP == LOAD_FAST nper LOAD_CONST 1 LOAD_FAST rate LOAD_FAST when BINARY_MULTIPLY BINARY_ADD LOAD_FAST temp LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST rate BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST fact LOAD_FAST pv LOAD_FAST temp BINARY_MULTIPLY LOAD_FAST pmt LOAD_FAST fact BINARY_MULTIPLY BINARY_ADD UNARY_NEGATIVE RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL map LOAD_GLOBAL np LOAD_ATTR array LOAD_FAST rate LOAD_FAST nper LOAD_FAST pv LOAD_FAST fv LOAD_FAST when BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rate STORE_FAST nper STORE_FAST pv STORE_FAST fv STORE_FAST when LOAD_CONST 1 LOAD_FAST rate BINARY_ADD LOAD_FAST nper BINARY_POWER STORE_FAST temp LOAD_FAST rate LOAD_CONST 0 COMPARE_OP == STORE_FAST mask LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST mask LOAD_CONST 1 LOAD_FAST rate CALL_METHOD STORE_FAST masked_rate LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST mask LOAD_CONST 0 COMPARE_OP != LOAD_FAST nper LOAD_CONST 1 LOAD_FAST masked_rate LOAD_FAST when BINARY_MULTIPLY BINARY_ADD LOAD_FAST temp LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST masked_rate BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST fact LOAD_FAST fv LOAD_FAST pv LOAD_FAST temp BINARY_MULTIPLY BINARY_ADD UNARY_NEGATIVE LOAD_FAST fact BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL map LOAD_GLOBAL np LOAD_ATTR asarray LOAD_FAST rate LOAD_FAST pmt LOAD_FAST pv LOAD_FAST fv LOAD_FAST when BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rate STORE_FAST pmt STORE_FAST pv STORE_FAST fv STORE_FAST when LOAD_CONST False STORE_FAST use_zero_rate LOAD_GLOBAL np LOAD_ATTR errstate LOAD_CONST 'raise' LOAD_CONST ('divide',) CALL_FUNCTION SETUP_WITH to 112 POP_TOP SETUP_EXCEPT to 84 LOAD_FAST pmt LOAD_CONST 1 LOAD_FAST rate LOAD_FAST when BINARY_MULTIPLY BINARY_ADD BINARY_MULTIPLY LOAD_FAST rate BINARY_TRUE_DIVIDE STORE_FAST z POP_BLOCK JUMP_FORWARD to 108 DUP_TOP LOAD_GLOBAL FloatingPointError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST True STORE_FAST use_zero_rate POP_EXCEPT JUMP_FORWARD to 108 END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST use_zero_rate POP_JUMP_IF_FALSE LOAD_FAST fv UNARY_NEGATIVE LOAD_FAST pv BINARY_ADD LOAD_FAST pmt BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_FAST fv LOAD_FAST pv BINARY_ADD UNARY_NEGATIVE LOAD_FAST pmt LOAD_CONST 0 BINARY_ADD BINARY_TRUE_DIVIDE STORE_FAST A LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST fv UNARY_NEGATIVE LOAD_FAST z BINARY_ADD LOAD_FAST pv LOAD_FAST z BINARY_ADD BINARY_TRUE_DIVIDE CALL_METHOD LOAD_GLOBAL np LOAD_METHOD log LOAD_CONST 1 LOAD_FAST rate BINARY_ADD CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST B LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST rate LOAD_CONST 0 COMPARE_OP == LOAD_FAST A LOAD_FAST B CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL np LOAD_METHOD broadcast_arrays LOAD_FAST rate LOAD_FAST per LOAD_FAST nper LOAD_FAST pv LOAD_FAST fv LOAD_FAST when CALL_METHOD UNPACK_SEQUENCE STORE_FAST rate STORE_FAST per STORE_FAST nper STORE_FAST pv STORE_FAST fv STORE_FAST when LOAD_GLOBAL pmt LOAD_FAST rate LOAD_FAST nper LOAD_FAST pv LOAD_FAST fv LOAD_FAST when CALL_FUNCTION STORE_FAST total_pmt LOAD_GLOBAL _rbl LOAD_FAST rate LOAD_FAST per LOAD_FAST total_pmt LOAD_FAST pv LOAD_FAST when CALL_FUNCTION LOAD_FAST rate BINARY_MULTIPLY STORE_FAST ipmt SETUP_EXCEPT to 138 LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST when LOAD_CONST 1 COMPARE_OP == LOAD_FAST ipmt LOAD_CONST 1 LOAD_FAST rate BINARY_ADD BINARY_TRUE_DIVIDE LOAD_FAST ipmt CALL_METHOD STORE_FAST ipmt LOAD_GLOBAL np LOAD_METHOD where LOAD_GLOBAL np LOAD_METHOD logical_and LOAD_FAST when LOAD_CONST 1 COMPARE_OP == LOAD_FAST per LOAD_CONST 1 COMPARE_OP == CALL_METHOD LOAD_CONST 0 LOAD_FAST ipmt CALL_METHOD STORE_FAST ipmt POP_BLOCK JUMP_FORWARD to 158 DUP_TOP LOAD_GLOBAL IndexError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 158 END_FINALLY LOAD_FAST ipmt RETURN_VALUE LOAD_GLOBAL fv LOAD_FAST rate LOAD_FAST per LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST pmt LOAD_FAST pv LOAD_FAST when CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pmt LOAD_FAST rate LOAD_FAST nper LOAD_FAST pv LOAD_FAST fv LOAD_FAST when CALL_FUNCTION STORE_FAST total LOAD_FAST total LOAD_GLOBAL ipmt LOAD_FAST rate LOAD_FAST per LOAD_FAST nper LOAD_FAST pv LOAD_FAST fv LOAD_FAST when CALL_FUNCTION BINARY_SUBTRACT RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL map LOAD_GLOBAL np LOAD_ATTR asarray LOAD_FAST rate LOAD_FAST nper LOAD_FAST pmt LOAD_FAST fv LOAD_FAST when BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rate STORE_FAST nper STORE_FAST pmt STORE_FAST fv STORE_FAST when LOAD_CONST 1 LOAD_FAST rate BINARY_ADD LOAD_FAST nper BINARY_POWER STORE_FAST temp LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST rate LOAD_CONST 0 COMPARE_OP == LOAD_FAST nper LOAD_CONST 1 LOAD_FAST rate LOAD_FAST when BINARY_MULTIPLY BINARY_ADD LOAD_FAST temp LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST rate BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST fact LOAD_FAST fv LOAD_FAST pmt LOAD_FAST fact BINARY_MULTIPLY BINARY_ADD UNARY_NEGATIVE LOAD_FAST temp BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_FAST r LOAD_CONST 1 BINARY_ADD LOAD_FAST n BINARY_POWER STORE_FAST t1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD LOAD_FAST n LOAD_CONST 1 BINARY_SUBTRACT BINARY_POWER STORE_FAST t2 LOAD_FAST y LOAD_FAST t1 LOAD_FAST x BINARY_MULTIPLY BINARY_ADD LOAD_FAST p LOAD_FAST t1 LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST r LOAD_FAST w BINARY_MULTIPLY LOAD_CONST 1 BINARY_ADD BINARY_MULTIPLY LOAD_FAST r BINARY_TRUE_DIVIDE BINARY_ADD STORE_FAST g LOAD_FAST n LOAD_FAST t2 BINARY_MULTIPLY LOAD_FAST x BINARY_MULTIPLY LOAD_FAST p LOAD_FAST t1 LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST r LOAD_FAST w BINARY_MULTIPLY LOAD_CONST 1 BINARY_ADD BINARY_MULTIPLY LOAD_FAST r LOAD_CONST 2 BINARY_POWER BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_FAST n LOAD_FAST p BINARY_MULTIPLY LOAD_FAST t2 BINARY_MULTIPLY LOAD_FAST r LOAD_FAST w BINARY_MULTIPLY LOAD_CONST 1 BINARY_ADD BINARY_MULTIPLY LOAD_FAST r BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST p LOAD_FAST t1 LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST w BINARY_MULTIPLY LOAD_FAST r BINARY_TRUE_DIVIDE BINARY_ADD STORE_FAST gp LOAD_FAST g LOAD_FAST gp BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_GLOBAL _convert_when LOAD_FAST when CALL_FUNCTION STORE_FAST when LOAD_GLOBAL isinstance LOAD_FAST pmt LOAD_GLOBAL Decimal CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL Decimal JUMP_FORWARD to 24 LOAD_GLOBAL float STORE_FAST default_type LOAD_FAST guess LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST default_type LOAD_CONST '0.1' CALL_FUNCTION STORE_FAST guess LOAD_FAST tol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST default_type LOAD_CONST '1e-6' CALL_FUNCTION STORE_FAST tol LOAD_GLOBAL map LOAD_GLOBAL np LOAD_ATTR asarray LOAD_FAST nper LOAD_FAST pmt LOAD_FAST pv LOAD_FAST fv LOAD_FAST when BUILD_LIST CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST nper STORE_FAST pmt STORE_FAST pv STORE_FAST fv STORE_FAST when LOAD_FAST guess STORE_FAST rn LOAD_CONST 0 STORE_FAST iterator LOAD_CONST False STORE_FAST close SETUP_LOOP to 180 LOAD_FAST iterator LOAD_FAST maxiter COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST close POP_JUMP_IF_TRUE LOAD_FAST rn LOAD_GLOBAL _g_div_gp LOAD_FAST rn LOAD_FAST nper LOAD_FAST pmt LOAD_FAST pv LOAD_FAST fv LOAD_FAST when CALL_FUNCTION BINARY_SUBTRACT STORE_FAST rnp1 LOAD_GLOBAL abs LOAD_FAST rnp1 LOAD_FAST rn BINARY_SUBTRACT CALL_FUNCTION STORE_FAST diff LOAD_GLOBAL np LOAD_METHOD all LOAD_FAST diff LOAD_FAST tol COMPARE_OP < CALL_METHOD STORE_FAST close LOAD_FAST iterator LOAD_CONST 1 INPLACE_ADD STORE_FAST iterator LOAD_FAST rnp1 STORE_FAST rn JUMP_ABSOLUTE POP_BLOCK LOAD_FAST close POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST rn BINARY_ADD RETURN_VALUE LOAD_FAST rn RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD roots LOAD_FAST values LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR imag LOAD_CONST 0 COMPARE_OP == LOAD_FAST res LOAD_ATTR real LOAD_CONST 0 COMPARE_OP > BINARY_AND STORE_FAST mask LOAD_FAST mask LOAD_METHOD any CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR nan RETURN_VALUE LOAD_FAST res LOAD_FAST mask BINARY_SUBSCR LOAD_ATTR real STORE_FAST res LOAD_CONST 1 LOAD_FAST res BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST rate LOAD_FAST rate LOAD_METHOD item LOAD_GLOBAL np LOAD_METHOD argmin LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST rate CALL_METHOD CALL_METHOD CALL_METHOD STORE_FAST rate LOAD_FAST rate RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST values CALL_METHOD STORE_FAST values LOAD_FAST values LOAD_CONST 1 LOAD_FAST rate BINARY_ADD LOAD_GLOBAL np LOAD_METHOD arange LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST values CALL_FUNCTION CALL_METHOD BINARY_POWER BINARY_TRUE_DIVIDE LOAD_ATTR sum LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST values CALL_METHOD STORE_FAST values LOAD_FAST values LOAD_ATTR size STORE_FAST n LOAD_GLOBAL isinstance LOAD_FAST finance_rate LOAD_GLOBAL Decimal CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL Decimal LOAD_FAST n CALL_FUNCTION STORE_FAST n LOAD_FAST values LOAD_CONST 0 COMPARE_OP > STORE_FAST pos LOAD_FAST values LOAD_CONST 0 COMPARE_OP < STORE_FAST neg LOAD_FAST pos LOAD_METHOD any CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST neg LOAD_METHOD any CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR nan RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD abs LOAD_GLOBAL npv LOAD_FAST reinvest_rate LOAD_FAST values LOAD_FAST pos BINARY_MULTIPLY CALL_FUNCTION CALL_METHOD STORE_FAST numer LOAD_GLOBAL np LOAD_METHOD abs LOAD_GLOBAL npv LOAD_FAST finance_rate LOAD_FAST values LOAD_FAST neg BINARY_MULTIPLY CALL_FUNCTION CALL_METHOD STORE_FAST denom LOAD_FAST numer LOAD_FAST denom BINARY_TRUE_DIVIDE LOAD_CONST 1 LOAD_FAST n LOAD_CONST 1 BINARY_SUBTRACT BINARY_TRUE_DIVIDE BINARY_POWER LOAD_CONST 1 LOAD_FAST reinvest_rate BINARY_ADD BINARY_MULTIPLY LOAD_CONST 1 BINARY_SUBTRACT RETURN_VALUE
"""Some simple financial calculations patterned after spreadsheet computations. There is some complexity in each function so that the functions behave like ufuncs with broadcasting and being able to be called with scalars or arrays (or other sequences). Functions support the :class:`decimal.Decimal` type unless otherwise stated. """ from __future__ import division, absolute_import, print_function from decimal import Decimal import numpy as np __all__ = ["fv", "pmt", "nper", "ipmt", "ppmt", "pv", "rate", "irr", "npv", "mirr"] _when_to_num = { "end": 0, "begin": 1, "e": 0, "b": 1, 0: 0, 1: 1, "beginning": 1, "start": 1, "finish": 0, } def _convert_when(when): if isinstance(when, np.ndarray): return when try: return _when_to_num[when] except (KeyError, TypeError): return [_when_to_num[x] for x in when] def fv(rate, nper, pmt, pv, when="end"): """ Compute the future value. Given: * a present value, `pv` * an interest `rate` compounded once per period, of which there are * `nper` total * a (fixed) payment, `pmt`, paid either * at the beginning (`when` = {'begin', 1}) or the end (`when` = {'end', 0}) of each period Return: the value at the end of the `nper` periods Parameters ---------- rate : scalar or array_like of shape(M, ) Rate of interest as decimal (not per cent) per period nper : scalar or array_like of shape(M, ) Number of compounding periods pmt : scalar or array_like of shape(M, ) Payment pv : scalar or array_like of shape(M, ) Present value when : {{'begin', 1}, {'end', 0}}, {string, int}, optional When payments are due ('begin' (1) or 'end' (0)). Defaults to {'end', 0}. Returns ------- out : ndarray Future values. If all input is scalar, returns a scalar float. If any input is array_like, returns future values for each input element. If multiple inputs are array_like, they all must have the same shape. Notes ----- The future value is computed by solving the equation:: fv + pv*(1+rate)**nper + pmt*(1 + rate*when)/rate*((1 + rate)**nper - 1) == 0 or, when ``rate == 0``:: fv + pv + pmt * nper == 0 References ---------- .. [WRW] Wheeler, D. A., E. Rathke, and R. Weir (Eds.) (2009, May). Open Document Format for Office Applications (OpenDocument)v1.2, Part 2: Recalculated Formula (OpenFormula) Format - Annotated Version, Pre-Draft 12. Organization for the Advancement of Structured Information Standards (OASIS). Billerica, MA, USA. [ODT Document]. Available: http://www.oasis-open.org/committees/documents.php?wg_abbrev=office-formula OpenDocument-formula-20090508.odt Examples -------- >>> import numpy as np >>> import numpy_financial as npf What is the future value after 10 years of saving $100 now, with an additional monthly savings of $100. Assume the interest rate is 5% (annually) compounded monthly? >>> npf.fv(0.05/12, 10*12, -100, -100) 15692.928894335748 By convention, the negative sign represents cash flow out (i.e. money not available today). Thus, saving $100 a month at 5% annual interest leads to $15,692.93 available to spend in 10 years. If any input is array_like, returns an array of equal shape. Let's compare different interest rates from the example above. >>> a = np.array((0.05, 0.06, 0.07))/12 >>> npf.fv(a, 10*12, -100, -100) array([ 15692.92889434, 16569.87435405, 17509.44688102]) # may vary """ when = _convert_when(when) (rate, nper, pmt, pv, when) = map(np.asarray, [rate, nper, pmt, pv, when]) temp = (1 + rate) ** nper fact = np.where(rate == 0, nper, (1 + rate * when) * (temp - 1) / rate) return -(pv * temp + pmt * fact) def pmt(rate, nper, pv, fv=0, when="end"): """ Compute the payment against loan principal plus interest. Given: * a present value, `pv` (e.g., an amount borrowed) * a future value, `fv` (e.g., 0) * an interest `rate` compounded once per period, of which there are * `nper` total * and (optional) specification of whether payment is made at the beginning (`when` = {'begin', 1}) or the end (`when` = {'end', 0}) of each period Return: the (fixed) periodic payment. Parameters ---------- rate : array_like Rate of interest (per period) nper : array_like Number of compounding periods pv : array_like Present value fv : array_like, optional Future value (default = 0) when : {{'begin', 1}, {'end', 0}}, {string, int} When payments are due ('begin' (1) or 'end' (0)) Returns ------- out : ndarray Payment against loan plus interest. If all input is scalar, returns a scalar float. If any input is array_like, returns payment for each input element. If multiple inputs are array_like, they all must have the same shape. Notes ----- The payment is computed by solving the equation:: fv + pv*(1 + rate)**nper + pmt*(1 + rate*when)/rate*((1 + rate)**nper - 1) == 0 or, when ``rate == 0``:: fv + pv + pmt * nper == 0 for ``pmt``. Note that computing a monthly mortgage payment is only one use for this function. For example, pmt returns the periodic deposit one must make to achieve a specified future balance given an initial deposit, a fixed, periodically compounded interest rate, and the total number of periods. References ---------- .. [WRW] Wheeler, D. A., E. Rathke, and R. Weir (Eds.) (2009, May). Open Document Format for Office Applications (OpenDocument)v1.2, Part 2: Recalculated Formula (OpenFormula) Format - Annotated Version, Pre-Draft 12. Organization for the Advancement of Structured Information Standards (OASIS). Billerica, MA, USA. [ODT Document]. Available: http://www.oasis-open.org/committees/documents.php ?wg_abbrev=office-formulaOpenDocument-formula-20090508.odt Examples -------- >>> import numpy_financial as npf What is the monthly payment needed to pay off a $200,000 loan in 15 years at an annual interest rate of 7.5%? >>> npf.pmt(0.075/12, 12*15, 200000) -1854.0247200054619 In order to pay-off (i.e., have a future-value of 0) the $200,000 obtained today, a monthly payment of $1,854.02 would be required. Note that this example illustrates usage of `fv` having a default value of 0. """ when = _convert_when(when) (rate, nper, pv, fv, when) = map(np.array, [rate, nper, pv, fv, when]) temp = (1 + rate) ** nper mask = rate == 0 masked_rate = np.where(mask, 1, rate) fact = np.where( mask != 0, nper, (1 + masked_rate * when) * (temp - 1) / masked_rate ) return -(fv + pv * temp) / fact def nper(rate, pmt, pv, fv=0, when="end"): """ Compute the number of periodic payments. :class:`decimal.Decimal` type is not supported. Parameters ---------- rate : array_like Rate of interest (per period) pmt : array_like Payment pv : array_like Present value fv : array_like, optional Future value when : {{'begin', 1}, {'end', 0}}, {string, int}, optional When payments are due ('begin' (1) or 'end' (0)) Notes ----- The number of periods ``nper`` is computed by solving the equation:: fv + pv*(1+rate)**nper + pmt*(1+rate*when)/rate*((1+rate)**nper-1) = 0 but if ``rate = 0`` then:: fv + pv + pmt*nper = 0 Examples -------- >>> import numpy as np >>> import numpy_financial as npf If you only had $150/month to pay towards the loan, how long would it take to pay-off a loan of $8,000 at 7% annual interest? >>> print(np.round(npf.nper(0.07/12, -150, 8000), 5)) 64.07335 So, over 64 months would be required to pay off the loan. The same analysis could be done with several different interest rates and/or payments and/or total amounts to produce an entire table. >>> npf.nper(*(np.ogrid[0.07/12: 0.08/12: 0.01/12, ... -150 : -99 : 50 , ... 8000 : 9001 : 1000])) array([[[ 64.07334877, 74.06368256], [108.07548412, 127.99022654]], [[ 66.12443902, 76.87897353], [114.70165583, 137.90124779]]]) """ when = _convert_when(when) (rate, pmt, pv, fv, when) = map(np.asarray, [rate, pmt, pv, fv, when]) use_zero_rate = False with np.errstate(divide="raise"): try: z = pmt * (1 + rate * when) / rate except FloatingPointError: use_zero_rate = True if use_zero_rate: return (-fv + pv) / pmt else: A = -(fv + pv) / (pmt + 0) B = np.log((-fv + z) / (pv + z)) / np.log(1 + rate) return np.where(rate == 0, A, B) def ipmt(rate, per, nper, pv, fv=0, when="end"): """ Compute the interest portion of a payment. Parameters ---------- rate : scalar or array_like of shape(M, ) Rate of interest as decimal (not per cent) per period per : scalar or array_like of shape(M, ) Interest paid against the loan changes during the life or the loan. The `per` is the payment period to calculate the interest amount. nper : scalar or array_like of shape(M, ) Number of compounding periods pv : scalar or array_like of shape(M, ) Present value fv : scalar or array_like of shape(M, ), optional Future value when : {{'begin', 1}, {'end', 0}}, {string, int}, optional When payments are due ('begin' (1) or 'end' (0)). Defaults to {'end', 0}. Returns ------- out : ndarray Interest portion of payment. If all input is scalar, returns a scalar float. If any input is array_like, returns interest payment for each input element. If multiple inputs are array_like, they all must have the same shape. See Also -------- ppmt, pmt, pv Notes ----- The total payment is made up of payment against principal plus interest. ``pmt = ppmt + ipmt`` Examples -------- >>> import numpy as np >>> import numpy_financial as npf What is the amortization schedule for a 1 year loan of $2500 at 8.24% interest per year compounded monthly? >>> principal = 2500.00 The 'per' variable represents the periods of the loan. Remember that financial equations start the period count at 1! >>> per = np.arange(1*12) + 1 >>> ipmt = npf.ipmt(0.0824/12, per, 1*12, principal) >>> ppmt = npf.ppmt(0.0824/12, per, 1*12, principal) Each element of the sum of the 'ipmt' and 'ppmt' arrays should equal 'pmt'. >>> pmt = npf.pmt(0.0824/12, 1*12, principal) >>> np.allclose(ipmt + ppmt, pmt) True >>> fmt = '{0:2d} {1:8.2f} {2:8.2f} {3:8.2f}' >>> for payment in per: ... index = payment - 1 ... principal = principal + ppmt[index] ... print(fmt.format(payment, ppmt[index], ipmt[index], principal)) 1 -200.58 -17.17 2299.42 2 -201.96 -15.79 2097.46 3 -203.35 -14.40 1894.11 4 -204.74 -13.01 1689.37 5 -206.15 -11.60 1483.22 6 -207.56 -10.18 1275.66 7 -208.99 -8.76 1066.67 8 -210.42 -7.32 856.25 9 -211.87 -5.88 644.38 10 -213.32 -4.42 431.05 11 -214.79 -2.96 216.26 12 -216.26 -1.49 -0.00 >>> interestpd = np.sum(ipmt) >>> np.round(interestpd, 2) -112.98 """ when = _convert_when(when) rate, per, nper, pv, fv, when = np.broadcast_arrays(rate, per, nper, pv, fv, when) total_pmt = pmt(rate, nper, pv, fv, when) ipmt = _rbl(rate, per, total_pmt, pv, when) * rate try: ipmt = np.where(when == 1, ipmt / (1 + rate), ipmt) ipmt = np.where(np.logical_and(when == 1, per == 1), 0, ipmt) except IndexError: pass return ipmt def _rbl(rate, per, pmt, pv, when): """ This function is here to simply have a different name for the 'fv' function to not interfere with the 'fv' keyword argument within the 'ipmt' function. It is the 'remaining balance on loan' which might be useful as it's own function, but is easily calculated with the 'fv' function. """ return fv(rate, (per - 1), pmt, pv, when) def ppmt(rate, per, nper, pv, fv=0, when="end"): """ Compute the payment against loan principal. Parameters ---------- rate : array_like Rate of interest (per period) per : array_like, int Amount paid against the loan changes. The `per` is the period of interest. nper : array_like Number of compounding periods pv : array_like Present value fv : array_like, optional Future value when : {{'begin', 1}, {'end', 0}}, {string, int} When payments are due ('begin' (1) or 'end' (0)) See Also -------- pmt, pv, ipmt """ total = pmt(rate, nper, pv, fv, when) return total - ipmt(rate, per, nper, pv, fv, when) def pv(rate, nper, pmt, fv=0, when="end"): """ Compute the present value. Given: * a future value, `fv` * an interest `rate` compounded once per period, of which there are * `nper` total * a (fixed) payment, `pmt`, paid either * at the beginning (`when` = {'begin', 1}) or the end (`when` = {'end', 0}) of each period Return: the value now Parameters ---------- rate : array_like Rate of interest (per period) nper : array_like Number of compounding periods pmt : array_like Payment fv : array_like, optional Future value when : {{'begin', 1}, {'end', 0}}, {string, int}, optional When payments are due ('begin' (1) or 'end' (0)) Returns ------- out : ndarray, float Present value of a series of payments or investments. Notes ----- The present value is computed by solving the equation:: fv + pv*(1 + rate)**nper + pmt*(1 + rate*when)/rate*((1 + rate)**nper - 1) = 0 or, when ``rate = 0``:: fv + pv + pmt * nper = 0 for `pv`, which is then returned. References ---------- .. [WRW] Wheeler, D. A., E. Rathke, and R. Weir (Eds.) (2009, May). Open Document Format for Office Applications (OpenDocument)v1.2, Part 2: Recalculated Formula (OpenFormula) Format - Annotated Version, Pre-Draft 12. Organization for the Advancement of Structured Information Standards (OASIS). Billerica, MA, USA. [ODT Document]. Available: http://www.oasis-open.org/committees/documents.php?wg_abbrev=office-formula OpenDocument-formula-20090508.odt Examples -------- >>> import numpy as np >>> import numpy_financial as npf What is the present value (e.g., the initial investment) of an investment that needs to total $15692.93 after 10 years of saving $100 every month? Assume the interest rate is 5% (annually) compounded monthly. >>> npf.pv(0.05/12, 10*12, -100, 15692.93) -100.00067131625819 By convention, the negative sign represents cash flow out (i.e., money not available today). Thus, to end up with $15,692.93 in 10 years saving $100 a month at 5% annual interest, one's initial deposit should also be $100. If any input is array_like, ``pv`` returns an array of equal shape. Let's compare different interest rates in the example above: >>> a = np.array((0.05, 0.04, 0.03))/12 >>> npf.pv(a, 10*12, -100, 15692.93) array([ -100.00067132, -649.26771385, -1273.78633713]) # may vary So, to end up with the same $15692.93 under the same $100 per month "savings plan," for annual interest rates of 4% and 3%, one would need initial investments of $649.27 and $1273.79, respectively. """ when = _convert_when(when) (rate, nper, pmt, fv, when) = map(np.asarray, [rate, nper, pmt, fv, when]) temp = (1 + rate) ** nper fact = np.where(rate == 0, nper, (1 + rate * when) * (temp - 1) / rate) return -(fv + pmt * fact) / temp def _g_div_gp(r, n, p, x, y, w): t1 = (r + 1) ** n t2 = (r + 1) ** (n - 1) g = y + t1 * x + p * (t1 - 1) * (r * w + 1) / r gp = ( n * t2 * x - p * (t1 - 1) * (r * w + 1) / (r**2) + n * p * t2 * (r * w + 1) / r + p * (t1 - 1) * w / r ) return g / gp def rate(nper, pmt, pv, fv, when="end", guess=None, tol=None, maxiter=100): """ Compute the rate of interest per period. Parameters ---------- nper : array_like Number of compounding periods pmt : array_like Payment pv : array_like Present value fv : array_like Future value when : {{'begin', 1}, {'end', 0}}, {string, int}, optional When payments are due ('begin' (1) or 'end' (0)) guess : Number, optional Starting guess for solving the rate of interest, default 0.1 tol : Number, optional Required tolerance for the solution, default 1e-6 maxiter : int, optional Maximum iterations in finding the solution Notes ----- The rate of interest is computed by iteratively solving the (non-linear) equation:: fv + pv*(1+rate)**nper + pmt*(1+rate*when)/rate * ((1+rate)**nper - 1) = 0 for ``rate``. References ---------- Wheeler, D. A., E. Rathke, and R. Weir (Eds.) (2009, May). Open Document Format for Office Applications (OpenDocument)v1.2, Part 2: Recalculated Formula (OpenFormula) Format - Annotated Version, Pre-Draft 12. Organization for the Advancement of Structured Information Standards (OASIS). Billerica, MA, USA. [ODT Document]. Available: http://www.oasis-open.org/committees/documents.php?wg_abbrev=office-formula OpenDocument-formula-20090508.odt """ when = _convert_when(when) default_type = Decimal if isinstance(pmt, Decimal) else float if guess is None: guess = default_type("0.1") if tol is None: tol = default_type("1e-6") (nper, pmt, pv, fv, when) = map(np.asarray, [nper, pmt, pv, fv, when]) rn = guess iterator = 0 close = False while (iterator < maxiter) and not close: rnp1 = rn - _g_div_gp(rn, nper, pmt, pv, fv, when) diff = abs(rnp1 - rn) close = np.all(diff < tol) iterator += 1 rn = rnp1 if not close: return np.nan + rn else: return rn def irr(values): """ Return the Internal Rate of Return (IRR). This is the "average" periodically compounded rate of return that gives a net present value of 0.0; for a more complete explanation, see Notes below. :class:`decimal.Decimal` type is not supported. Parameters ---------- values : array_like, shape(N,) Input cash flows per time period. By convention, net "deposits" are negative and net "withdrawals" are positive. Thus, for example, at least the first element of `values`, which represents the initial investment, will typically be negative. Returns ------- out : float Internal Rate of Return for periodic input values. Notes ----- The IRR is perhaps best understood through an example (illustrated using np.irr in the Examples section below). Suppose one invests 100 units and then makes the following withdrawals at regular (fixed) intervals: 39, 59, 55, 20. Assuming the ending value is 0, one's 100 unit investment yields 173 units; however, due to the combination of compounding and the periodic withdrawals, the "average" rate of return is neither simply 0.73/4 nor (1.73)^0.25-1. Rather, it is the solution (for :math:`r`) of the equation: .. math:: -100 + \\frac{39}{1+r} + \\frac{59}{(1+r)^2} + \\frac{55}{(1+r)^3} + \\frac{20}{(1+r)^4} = 0 In general, for `values` :math:`= [v_0, v_1, ... v_M]`, irr is the solution of the equation: [G]_ .. math:: \\sum_{t=0}^M{\\frac{v_t}{(1+irr)^{t}}} = 0 References ---------- .. [G] L. J. Gitman, "Principles of Managerial Finance, Brief," 3rd ed., Addison-Wesley, 2003, pg. 348. Examples -------- >>> import numpy_financial as npf >>> round(npf.irr([-100, 39, 59, 55, 20]), 5) 0.28095 >>> round(npf.irr([-100, 0, 0, 74]), 5) -0.0955 >>> round(npf.irr([-100, 100, 0, -7]), 5) -0.0833 >>> round(npf.irr([-100, 100, 0, 7]), 5) 0.06206 >>> round(npf.irr([-5, 10.5, 1, -8, 1]), 5) 0.0886 """ res = np.roots(values[::-1]) mask = (res.imag == 0) & (res.real > 0) if not mask.any(): return np.nan res = res[mask].real rate = 1 / res - 1 rate = rate.item(np.argmin(np.abs(rate))) return rate def npv(rate, values): """ Returns the NPV (Net Present Value) of a cash flow series. Parameters ---------- rate : scalar The discount rate. values : array_like, shape(M, ) The values of the time series of cash flows. The (fixed) time interval between cash flow "events" must be the same as that for which `rate` is given (i.e., if `rate` is per year, then precisely a year is understood to elapse between each cash flow event). By convention, investments or "deposits" are negative, income or "withdrawals" are positive; `values` must begin with the initial investment, thus `values[0]` will typically be negative. Returns ------- out : float The NPV of the input cash flow series `values` at the discount `rate`. Warnings -------- ``npv`` considers a series of cashflows starting in the present (t = 0). NPV can also be defined with a series of future cashflows, paid at the end, rather than the start, of each period. If future cashflows are used, the first cashflow `values[0]` must be zeroed and added to the net present value of the future cashflows. This is demonstrated in the examples. Notes ----- Returns the result of: [G]_ .. math :: \\sum_{t=0}^{M-1}{\\frac{values_t}{(1+rate)^{t}}} References ---------- .. [G] L. J. Gitman, "Principles of Managerial Finance, Brief," 3rd ed., Addison-Wesley, 2003, pg. 346. Examples -------- >>> import numpy as np >>> import numpy_financial as npf Consider a potential project with an initial investment of $40 000 and projected cashflows of $5 000, $8 000, $12 000 and $30 000 at the end of each period discounted at a rate of 8% per period. To find the project's net present value: >>> rate, cashflows = 0.08, [-40_000, 5_000, 8_000, 12_000, 30_000] >>> npf.npv(rate, cashflows).round(5) 3065.22267 It may be preferable to split the projected cashflow into an initial investment and expected future cashflows. In this case, the value of the initial cashflow is zero and the initial investment is later added to the future cashflows net present value: >>> initial_cashflow = cashflows[0] >>> cashflows[0] = 0 >>> np.round(npf.npv(rate, cashflows) + initial_cashflow, 5) 3065.22267 """ values = np.asarray(values) return (values / (1 + rate) ** np.arange(0, len(values))).sum(axis=0) def mirr(values, finance_rate, reinvest_rate): """ Modified internal rate of return. Parameters ---------- values : array_like Cash flows (must contain at least one positive and one negative value) or nan is returned. The first value is considered a sunk cost at time zero. finance_rate : scalar Interest rate paid on the cash flows reinvest_rate : scalar Interest rate received on the cash flows upon reinvestment Returns ------- out : float Modified internal rate of return """ values = np.asarray(values) n = values.size if isinstance(finance_rate, Decimal): n = Decimal(n) pos = values > 0 neg = values < 0 if not (pos.any() and neg.any()): return np.nan numer = np.abs(npv(reinvest_rate, values * pos)) denom = np.abs(npv(finance_rate, values * neg)) return (numer / denom) ** (1 / (n - 1)) * (1 + reinvest_rate) - 1
data/numpy-financial-1.0.0/numpy_financial/_financial.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('ABC', 'abstractmethod') IMPORT_NAME abc IMPORT_FROM ABC STORE_NAME ABC IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST ('Enum',) IMPORT_NAME enum IMPORT_FROM Enum STORE_NAME Enum POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any', 'ClassVar', 'Dict', 'List', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any IMPORT_FROM ClassVar STORE_NAME ClassVar IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME yaml STORE_NAME yaml LOAD_CONST 1 LOAD_CONST ('_DEFAULT_MARKER_', 'ValueKind', '_ensure_container', '_get_value', '_is_interpolation', '_is_missing_value', '_is_none', '_is_special', '_resolve_optional', 'get_structured_config_data', 'get_type_hint', 'get_value_kind', 'get_yaml_loader', 'is_container_annotation', 'is_dict_annotation', 'is_list_annotation', 'is_primitive_dict', 'is_primitive_type_annotation', 'is_structured_config', 'is_tuple_annotation', 'is_union_annotation') IMPORT_NAME _utils IMPORT_FROM _DEFAULT_MARKER_ STORE_NAME _DEFAULT_MARKER_ IMPORT_FROM ValueKind STORE_NAME ValueKind IMPORT_FROM _ensure_container STORE_NAME _ensure_container IMPORT_FROM _get_value STORE_NAME _get_value IMPORT_FROM _is_interpolation STORE_NAME _is_interpolation IMPORT_FROM _is_missing_value STORE_NAME _is_missing_value IMPORT_FROM _is_none STORE_NAME _is_none IMPORT_FROM _is_special STORE_NAME _is_special IMPORT_FROM _resolve_optional STORE_NAME _resolve_optional IMPORT_FROM get_structured_config_data STORE_NAME get_structured_config_data IMPORT_FROM get_type_hint STORE_NAME get_type_hint IMPORT_FROM get_value_kind STORE_NAME get_value_kind IMPORT_FROM get_yaml_loader STORE_NAME get_yaml_loader IMPORT_FROM is_container_annotation STORE_NAME is_container_annotation IMPORT_FROM is_dict_annotation STORE_NAME is_dict_annotation IMPORT_FROM is_list_annotation STORE_NAME is_list_annotation IMPORT_FROM is_primitive_dict STORE_NAME is_primitive_dict IMPORT_FROM is_primitive_type_annotation STORE_NAME is_primitive_type_annotation IMPORT_FROM is_structured_config STORE_NAME is_structured_config IMPORT_FROM is_tuple_annotation STORE_NAME is_tuple_annotation IMPORT_FROM is_union_annotation STORE_NAME is_union_annotation POP_TOP LOAD_CONST 1 LOAD_CONST ('Box', 'Container', 'ContainerMetadata', 'DictKeyType', 'Node', 'SCMode', 'UnionNode') IMPORT_NAME base IMPORT_FROM Box STORE_NAME Box IMPORT_FROM Container STORE_NAME Container IMPORT_FROM ContainerMetadata STORE_NAME ContainerMetadata IMPORT_FROM DictKeyType STORE_NAME DictKeyType IMPORT_FROM Node STORE_NAME Node IMPORT_FROM SCMode STORE_NAME SCMode IMPORT_FROM UnionNode STORE_NAME UnionNode POP_TOP LOAD_CONST 1 LOAD_CONST ('ConfigCycleDetectedException', 'ConfigTypeError', 'InterpolationResolutionError', 'KeyValidationError', 'MissingMandatoryValue', 'OmegaConfBaseException', 'ReadonlyConfigError', 'ValidationError') IMPORT_NAME errors IMPORT_FROM ConfigCycleDetectedException STORE_NAME ConfigCycleDetectedException IMPORT_FROM ConfigTypeError STORE_NAME ConfigTypeError IMPORT_FROM InterpolationResolutionError STORE_NAME InterpolationResolutionError IMPORT_FROM KeyValidationError STORE_NAME KeyValidationError IMPORT_FROM MissingMandatoryValue STORE_NAME MissingMandatoryValue IMPORT_FROM OmegaConfBaseException STORE_NAME OmegaConfBaseException IMPORT_FROM ReadonlyConfigError STORE_NAME ReadonlyConfigError IMPORT_FROM ValidationError STORE_NAME ValidationError POP_TOP LOAD_NAME TYPE_CHECKING EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 LOAD_CONST ('DictConfig',) IMPORT_NAME dictconfig IMPORT_FROM DictConfig STORE_NAME DictConfig POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object BaseContainer at 0x7fab416125d0, file "f.py", line 56> LOAD_CONST 'BaseContainer' MAKE_FUNCTION LOAD_CONST 'BaseContainer' LOAD_NAME Container LOAD_NAME ABC CALL_FUNCTION STORE_NAME BaseContainer LOAD_CONST (None,) LOAD_NAME type LOAD_NAME Optional LOAD_NAME type BINARY_SUBSCR LOAD_CONST 'DictConfig' LOAD_CONST ('ref_type', 'object_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _create_structured_with_missing_fields at 0x7fab416f70c0, file "f.py", line 771> LOAD_CONST '_create_structured_with_missing_fields' MAKE_FUNCTION STORE_NAME _create_structured_with_missing_fields LOAD_NAME Node LOAD_NAME Any LOAD_NAME Optional LOAD_NAME type BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('node', 'ref_type', 'object_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _update_types at 0x7fab416f7150, file "f.py", line 787> LOAD_CONST '_update_types' MAKE_FUNCTION STORE_NAME _update_types LOAD_NAME Node LOAD_NAME Any LOAD_CONST None LOAD_CONST ('node', 'type_hint', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _deep_update_type_hint at 0x7fab416f7270, file "f.py", line 795> LOAD_CONST '_deep_update_type_hint' MAKE_FUNCTION STORE_NAME _deep_update_type_hint LOAD_NAME BaseContainer LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('node', 'key', 'value_type_hint', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _deep_update_subnode at 0x7fab416f7300, file "f.py", line 831> LOAD_CONST '_deep_update_subnode' MAKE_FUNCTION STORE_NAME _deep_update_subnode LOAD_NAME Node LOAD_NAME Any LOAD_CONST None LOAD_CONST ('node', 'type_hint', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _shallow_validate_type_hint at 0x7fab416f7390, file "f.py", line 842> LOAD_CONST '_shallow_validate_type_hint' MAKE_FUNCTION STORE_NAME _shallow_validate_type_hint LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BaseContainer' STORE_NAME __qualname__ SETUP_ANNOTATIONS BUILD_MAP STORE_NAME _resolvers LOAD_NAME ClassVar LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_resolvers' STORE_SUBSCR LOAD_NAME Optional LOAD_NAME Box BINARY_SUBSCR LOAD_NAME ContainerMetadata LOAD_CONST ('parent', 'metadata') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41739c90, file "f.py", line 59> LOAD_CONST 'BaseContainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (True, True, False, False) LOAD_NAME Any LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME Union LOAD_NAME Optional LOAD_NAME Node BINARY_SUBSCR LOAD_NAME List LOAD_NAME Optional LOAD_NAME Node BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('key', 'validate_access', 'validate_key', 'throw_on_missing_value', 'throw_on_missing_key', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_child at 0x7fab41739030, file "f.py", line 64> LOAD_CONST 'BaseContainer._get_child' MAKE_FUNCTION STORE_NAME _get_child LOAD_NAME _DEFAULT_MARKER_ BUILD_TUPLE LOAD_NAME Union LOAD_NAME DictKeyType LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Node LOAD_NAME Any LOAD_NAME Any LOAD_CONST ('key', 'value', 'default_value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_with_default at 0x7fab41739150, file "f.py", line 86> LOAD_CONST 'BaseContainer._resolve_with_default' MAKE_FUNCTION STORE_NAME _resolve_with_default LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7fab41739300, file "f.py", line 107> LOAD_CONST 'BaseContainer.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fab41739f60, file "f.py", line 110> LOAD_CONST 'BaseContainer.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __getstate__ at 0x7fab417395d0, file "f.py", line 119> LOAD_CONST 'BaseContainer.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('d', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __setstate__ at 0x7faaac2ab1e0, file "f.py", line 141> LOAD_CONST 'BaseContainer.__setstate__' MAKE_FUNCTION STORE_NAME __setstate__ LOAD_NAME abstractmethod LOAD_NAME Any LOAD_CONST None LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __delitem__ at 0x7faaac2abc90, file "f.py", line 170> LOAD_CONST 'BaseContainer.__delitem__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __delitem__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7faaac2ab810, file "f.py", line 174> LOAD_CONST 'BaseContainer.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object merge_with_cli at 0x7faaac2ab390, file "f.py", line 180> LOAD_CONST 'BaseContainer.merge_with_cli' MAKE_FUNCTION STORE_NAME merge_with_cli LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('dotlist', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object merge_with_dotlist at 0x7faaac2ab9c0, file "f.py", line 184> LOAD_CONST 'BaseContainer.merge_with_dotlist' MAKE_FUNCTION STORE_NAME merge_with_dotlist LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_empty at 0x7faaac2ab540, file "f.py", line 208> LOAD_CONST 'BaseContainer.is_empty' MAKE_FUNCTION STORE_NAME is_empty LOAD_NAME staticmethod LOAD_CONST False LOAD_NAME SCMode LOAD_ATTR DICT BUILD_TUPLE LOAD_NAME Container LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME SCMode LOAD_NAME Union LOAD_CONST None LOAD_NAME Any LOAD_NAME str LOAD_NAME Dict LOAD_NAME DictKeyType LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('conf', 'resolve', 'throw_on_missing', 'enum_to_str', 'structured_config_mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _to_content at 0x7fab41612ed0, file "f.py", line 212> LOAD_CONST 'BaseContainer._to_content' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _to_content LOAD_NAME staticmethod LOAD_CONST 'BaseContainer' LOAD_CONST 'BaseContainer' LOAD_CONST None LOAD_CONST ('dest', 'src', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _map_merge at 0x7fab41612c00, file "f.py", line 301> LOAD_CONST 'BaseContainer._map_merge' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _map_merge LOAD_NAME staticmethod LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('dest', 'src', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _list_merge at 0x7fab41612db0, file "f.py", line 428> LOAD_CONST 'BaseContainer._list_merge' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _list_merge LOAD_NAME Union LOAD_CONST 'BaseContainer' LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Any LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('others', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object merge_with at 0x7fab41612e40, file "f.py", line 466> LOAD_CONST 'BaseContainer.merge_with' MAKE_FUNCTION STORE_NAME merge_with LOAD_NAME Union LOAD_CONST 'BaseContainer' LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Any LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('others', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _merge_with at 0x7fab41612030, file "f.py", line 477> LOAD_CONST 'BaseContainer._merge_with' MAKE_FUNCTION STORE_NAME _merge_with LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('key', 'value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _set_item_impl at 0x7fab41612660, file "f.py", line 505> LOAD_CONST 'BaseContainer._set_item_impl' MAKE_FUNCTION STORE_NAME _set_item_impl LOAD_NAME Any LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('key', 'val', 'type_hint', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _wrap_value_and_set at 0x7fab41612930, file "f.py", line 597> LOAD_CONST 'BaseContainer._wrap_value_and_set' MAKE_FUNCTION STORE_NAME _wrap_value_and_set LOAD_NAME staticmethod LOAD_NAME Container LOAD_NAME Union LOAD_NAME DictKeyType LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Container LOAD_NAME Union LOAD_NAME DictKeyType LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('c1', 'k1', 'c2', 'k2', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _item_eq at 0x7fab41612810, file "f.py", line 614> LOAD_CONST 'BaseContainer._item_eq' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _item_eq LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _is_optional at 0x7fab41612ae0, file "f.py", line 667> LOAD_CONST 'BaseContainer._is_optional' MAKE_FUNCTION STORE_NAME _is_optional LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _is_interpolation at 0x7fab416124b0, file "f.py", line 670> LOAD_CONST 'BaseContainer._is_interpolation' MAKE_FUNCTION STORE_NAME _is_interpolation LOAD_NAME abstractmethod LOAD_CONST (None,) LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('key', 'value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _validate_get at 0x7fab41612150, file "f.py", line 673> LOAD_CONST 'BaseContainer._validate_get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _validate_get LOAD_NAME abstractmethod LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('key', 'value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _validate_set at 0x7fab41612c90, file "f.py", line 677> LOAD_CONST 'BaseContainer._validate_set' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _validate_set LOAD_NAME Any LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _value at 0x7fab41612f60, file "f.py", line 681> LOAD_CONST 'BaseContainer._value' MAKE_FUNCTION STORE_NAME _value LOAD_NAME Union LOAD_NAME DictKeyType LOAD_NAME int LOAD_NAME slice LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_full_key at 0x7fab416121e0, file "f.py", line 684> LOAD_CONST 'BaseContainer._get_full_key' MAKE_FUNCTION STORE_NAME _get_full_key LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST parent LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST parent LOAD_GLOBAL Box CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ConfigTypeError LOAD_CONST 'Parent type is not omegaconf.Box' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST parent LOAD_FAST metadata LOAD_CONST ('parent', 'metadata') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _get_node LOAD_FAST key LOAD_FAST validate_access LOAD_FAST validate_key LOAD_FAST throw_on_missing_value LOAD_FAST throw_on_missing_key LOAD_CONST ('key', 'validate_access', 'validate_key', 'throw_on_missing_value', 'throw_on_missing_key') CALL_FUNCTION STORE_FAST child LOAD_GLOBAL isinstance LOAD_FAST child LOAD_GLOBAL UnionNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL _is_special LOAD_FAST child CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST child LOAD_METHOD _value CALL_METHOD STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL UnionNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value STORE_FAST child LOAD_FAST child RETURN_VALUE LOAD_GLOBAL _is_missing_value LOAD_FAST value CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST default_value LOAD_GLOBAL _DEFAULT_MARKER_ COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST default_value RETURN_VALUE LOAD_GLOBAL MissingMandatoryValue LOAD_CONST 'Missing mandatory value: $FULL_KEY' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _maybe_resolve_interpolation LOAD_FAST self LOAD_FAST key LOAD_FAST value LOAD_CONST True LOAD_CONST ('parent', 'key', 'value', 'throw_on_resolution_failure') CALL_FUNCTION STORE_FAST resolved_node LOAD_GLOBAL _get_value LOAD_FAST resolved_node CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD __repr__ CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'None' RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR STORE_FAST v LOAD_CONST "'" LOAD_FAST v FORMAT_VALUE LOAD_CONST "'" BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_METHOD __repr__ CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL copy LOAD_METHOD copy LOAD_FAST self LOAD_ATTR __dict__ CALL_METHOD STORE_FAST dict_copy LOAD_FAST dict_copy LOAD_METHOD pop LOAD_CONST '_flags_cache' LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL copy LOAD_METHOD copy LOAD_FAST dict_copy LOAD_CONST '_metadata' BINARY_SUBSCR CALL_METHOD LOAD_FAST dict_copy LOAD_CONST '_metadata' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _metadata LOAD_ATTR ref_type STORE_FAST ref_type LOAD_GLOBAL is_container_annotation LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL is_dict_annotation LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL Dict LOAD_FAST dict_copy LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR ref_type JUMP_FORWARD to 106 LOAD_GLOBAL is_list_annotation LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL List LOAD_FAST dict_copy LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR ref_type JUMP_FORWARD to 106 LOAD_CONST False POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 7) COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _metadata LOAD_ATTR element_type STORE_FAST element_type LOAD_GLOBAL is_union_annotation LOAD_FAST element_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL OmegaConfBaseException LOAD_CONST 'Serializing structured configs with `Union` element type requires python >= 3.7' CALL_FUNCTION RAISE_VARARGS LOAD_FAST dict_copy RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DictConfig',) IMPORT_NAME omegaconf IMPORT_FROM DictConfig STORE_FAST DictConfig POP_TOP LOAD_CONST 0 LOAD_CONST ('is_generic_dict', 'is_generic_list') IMPORT_NAME omegaconf._utils IMPORT_FROM is_generic_dict STORE_FAST is_generic_dict IMPORT_FROM is_generic_list STORE_FAST is_generic_list POP_TOP LOAD_GLOBAL isinstance LOAD_FAST self LOAD_FAST DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR LOAD_ATTR key_type STORE_FAST key_type LOAD_FAST key_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Any STORE_FAST key_type LOAD_FAST key_type LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR key_type LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR LOAD_ATTR element_type STORE_FAST element_type LOAD_FAST element_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Any STORE_FAST element_type LOAD_FAST element_type LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR element_type LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR LOAD_ATTR ref_type STORE_FAST ref_type LOAD_GLOBAL is_container_annotation LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST is_generic_dict LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL Dict LOAD_FAST key_type LOAD_FAST element_type BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR ref_type JUMP_FORWARD to 180 LOAD_FAST is_generic_list LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL List LOAD_FAST element_type BINARY_SUBSCR LOAD_FAST d LOAD_CONST '_metadata' BINARY_SUBSCR STORE_ATTR ref_type JUMP_FORWARD to 180 LOAD_CONST False POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None LOAD_FAST d LOAD_CONST '_flags_cache' STORE_SUBSCR LOAD_FAST self LOAD_ATTR __dict__ LOAD_METHOD update LOAD_FAST d CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR STORE_FAST content LOAD_GLOBAL len LOAD_FAST content CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR argv LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST args_list LOAD_FAST self LOAD_METHOD merge_with_dotlist LOAD_FAST args_list CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('OmegaConf',) IMPORT_NAME omegaconf IMPORT_FROM OmegaConf STORE_FAST OmegaConf POP_TOP LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object fail at 0x7faaac2ab270, file "f.py", line 187> LOAD_CONST 'BaseContainer.merge_with_dotlist.<locals>.fail' MAKE_FUNCTION STORE_FAST fail LOAD_GLOBAL isinstance LOAD_FAST dotlist LOAD_GLOBAL list LOAD_GLOBAL tuple BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST fail CALL_FUNCTION POP_TOP SETUP_LOOP to 162 LOAD_FAST dotlist GET_ITER FOR_ITER to 160 STORE_FAST arg LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST fail CALL_FUNCTION POP_TOP LOAD_FAST arg LOAD_METHOD find LOAD_CONST '=' CALL_METHOD STORE_FAST idx LOAD_FAST idx LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST arg STORE_FAST key LOAD_CONST None STORE_FAST value JUMP_FORWARD to 144 LOAD_FAST arg LOAD_CONST 0 LOAD_FAST idx BUILD_SLICE BINARY_SUBSCR STORE_FAST key LOAD_FAST arg LOAD_FAST idx LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST value LOAD_GLOBAL yaml LOAD_ATTR load LOAD_FAST value LOAD_GLOBAL get_yaml_loader CALL_FUNCTION LOAD_CONST ('Loader',) CALL_FUNCTION STORE_FAST value LOAD_FAST OmegaConf LOAD_METHOD update LOAD_FAST self LOAD_FAST key LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST 'Input list must be a list or a tuple of strings' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('MISSING', 'DictConfig', 'ListConfig') IMPORT_NAME omegaconf IMPORT_FROM MISSING STORE_FAST MISSING IMPORT_FROM DictConfig STORE_FAST DictConfig IMPORT_FROM ListConfig STORE_FAST ListConfig POP_TOP LOAD_GLOBAL Node LOAD_GLOBAL Any LOAD_CONST ('val', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE enum_to_str BUILD_TUPLE LOAD_CONST <code object convert at 0x7faaac2abd20, file "f.py", line 222> LOAD_CONST 'BaseContainer._to_content.<locals>.convert' MAKE_FUNCTION STORE_DEREF convert LOAD_GLOBAL Union LOAD_GLOBAL DictKeyType LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE conf LOAD_CLOSURE convert LOAD_CLOSURE enum_to_str LOAD_CLOSURE resolve LOAD_CLOSURE structured_config_mode LOAD_CLOSURE throw_on_missing BUILD_TUPLE LOAD_CONST <code object get_node_value at 0x7faa75831c00, file "f.py", line 229> LOAD_CONST 'BaseContainer._to_content.<locals>.get_node_value' MAKE_FUNCTION STORE_FAST get_node_value LOAD_DEREF conf LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_DEREF conf LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF throw_on_missing POP_JUMP_IF_FALSE LOAD_DEREF conf LOAD_ATTR _format_and_raise LOAD_CONST None LOAD_CONST None LOAD_GLOBAL MissingMandatoryValue LOAD_CONST 'Missing mandatory value' CALL_FUNCTION LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE LOAD_FAST MISSING RETURN_VALUE JUMP_FORWARD to 168 LOAD_DEREF resolve POP_JUMP_IF_TRUE LOAD_DEREF conf LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF conf LOAD_METHOD _value CALL_METHOD STORE_FAST inter LOAD_GLOBAL isinstance LOAD_FAST inter LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST inter RETURN_VALUE LOAD_DEREF resolve POP_JUMP_IF_FALSE LOAD_DEREF conf LOAD_METHOD _dereference_node CALL_METHOD STORE_FAST _conf LOAD_GLOBAL isinstance LOAD_FAST _conf LOAD_GLOBAL Container CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST _conf STORE_DEREF conf LOAD_GLOBAL isinstance LOAD_DEREF conf LOAD_FAST DictConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF conf LOAD_ATTR _metadata LOAD_ATTR object_type LOAD_GLOBAL dict LOAD_CONST None BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_DEREF structured_config_mode LOAD_GLOBAL SCMode LOAD_ATTR DICT_CONFIG COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF conf RETURN_VALUE LOAD_DEREF structured_config_mode LOAD_GLOBAL SCMode LOAD_ATTR INSTANTIATE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL is_structured_config LOAD_DEREF conf LOAD_ATTR _metadata LOAD_ATTR object_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF conf LOAD_METHOD _to_object CALL_METHOD RETURN_VALUE BUILD_MAP STORE_FAST retdict SETUP_LOOP to 340 LOAD_DEREF conf LOAD_METHOD keys CALL_METHOD GET_ITER FOR_ITER to 338 STORE_FAST key LOAD_FAST get_node_value LOAD_FAST key CALL_FUNCTION STORE_FAST value LOAD_DEREF enum_to_str EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST key LOAD_GLOBAL Enum CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST key LOAD_ATTR name FORMAT_VALUE STORE_FAST key LOAD_FAST value LOAD_FAST retdict LOAD_FAST key STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST retdict RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF conf LOAD_FAST ListConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST retlist SETUP_LOOP to 402 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF conf CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 400 STORE_FAST index LOAD_FAST get_node_value LOAD_FAST index CALL_FUNCTION STORE_FAST item LOAD_FAST retlist LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST retlist RETURN_VALUE LOAD_CONST False EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST val LOAD_METHOD _value CALL_METHOD STORE_FAST value LOAD_DEREF enum_to_str POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Enum CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_ATTR name FORMAT_VALUE STORE_FAST value LOAD_FAST value RETURN_VALUE SETUP_EXCEPT to 20 LOAD_DEREF conf LOAD_ATTR _get_child LOAD_FAST key LOAD_DEREF throw_on_missing LOAD_CONST ('throw_on_missing_value',) CALL_FUNCTION STORE_FAST node POP_BLOCK JUMP_FORWARD to 70 DUP_TOP LOAD_GLOBAL MissingMandatoryValue COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 56 LOAD_DEREF conf LOAD_ATTR _format_and_raise LOAD_FAST key LOAD_CONST None LOAD_FAST e LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 70 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST node LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF resolve POP_JUMP_IF_FALSE SETUP_EXCEPT to 102 LOAD_FAST node LOAD_METHOD _dereference_node CALL_METHOD STORE_FAST node POP_BLOCK JUMP_FORWARD to 152 DUP_TOP LOAD_GLOBAL InterpolationResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 138 LOAD_DEREF conf LOAD_ATTR _format_and_raise LOAD_FAST key LOAD_CONST None LOAD_FAST e LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 152 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST node LOAD_GLOBAL Container CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL BaseContainer LOAD_ATTR _to_content LOAD_FAST node LOAD_DEREF resolve LOAD_DEREF throw_on_missing LOAD_DEREF enum_to_str LOAD_DEREF structured_config_mode LOAD_CONST ('resolve', 'throw_on_missing', 'enum_to_str', 'structured_config_mode') CALL_FUNCTION STORE_FAST value JUMP_FORWARD to 192 LOAD_DEREF convert LOAD_FAST node CALL_FUNCTION STORE_FAST value LOAD_FAST value RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('AnyNode', 'DictConfig', 'ValueNode') IMPORT_NAME omegaconf IMPORT_FROM AnyNode STORE_FAST AnyNode IMPORT_FROM DictConfig STORE_DEREF DictConfig IMPORT_FROM ValueNode STORE_FAST ValueNode POP_TOP LOAD_GLOBAL isinstance LOAD_FAST dest LOAD_DEREF DictConfig CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST src LOAD_DEREF DictConfig CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST src LOAD_ATTR _metadata LOAD_ATTR object_type STORE_FAST src_type LOAD_GLOBAL get_type_hint LOAD_FAST src CALL_FUNCTION STORE_FAST src_ref_type LOAD_FAST src_ref_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST src LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST src LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _set_value LOAD_FAST src LOAD_METHOD _value CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL _update_types LOAD_FAST dest LOAD_FAST src_ref_type LOAD_FAST src_type LOAD_CONST ('node', 'ref_type', 'object_type') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST dest LOAD_ATTR _validate_merge LOAD_FAST src LOAD_CONST ('value',) CALL_FUNCTION POP_TOP LOAD_GLOBAL Container LOAD_CONST None LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE DictConfig BUILD_TUPLE LOAD_CONST <code object expand at 0x7fab41612a50, file "f.py", line 319> LOAD_CONST 'BaseContainer._map_merge.<locals>.expand' MAKE_FUNCTION STORE_FAST expand LOAD_FAST src LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL is_structured_config LOAD_FAST src_ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST src_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST src_ref_type STORE_FAST src_type LOAD_GLOBAL _create_structured_with_missing_fields LOAD_FAST src_ref_type LOAD_FAST src_type LOAD_CONST ('ref_type', 'object_type') CALL_FUNCTION STORE_FAST src LOAD_FAST dest LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST dest LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST src LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST expand LOAD_FAST dest CALL_FUNCTION POP_TOP LOAD_FAST src LOAD_METHOD _is_missing CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL list LOAD_FAST src CALL_FUNCTION JUMP_FORWARD to 260 BUILD_LIST STORE_FAST src_items EXTENDED_ARG SETUP_LOOP to 928 LOAD_FAST src_items GET_ITER EXTENDED_ARG FOR_ITER to 926 STORE_FAST key LOAD_FAST src LOAD_ATTR _get_node LOAD_FAST key LOAD_CONST False LOAD_CONST ('validate_access',) CALL_FUNCTION STORE_FAST src_node LOAD_FAST dest LOAD_ATTR _get_node LOAD_FAST key LOAD_CONST False LOAD_CONST ('validate_access',) CALL_FUNCTION STORE_FAST dest_node LOAD_GLOBAL isinstance LOAD_FAST src_node LOAD_GLOBAL Node CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST dest_node LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_GLOBAL Node CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _get_value LOAD_FAST src_node CALL_FUNCTION STORE_FAST src_value LOAD_GLOBAL get_value_kind LOAD_FAST src_node CALL_FUNCTION STORE_FAST src_vk LOAD_FAST src_vk LOAD_GLOBAL ValueKind LOAD_ATTR MANDATORY_MISSING COMPARE_OP is STORE_FAST src_node_missing LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_DEREF DictConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest_node LOAD_ATTR _validate_merge LOAD_FAST src_node LOAD_CONST ('value',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_GLOBAL Container CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest_node LOAD_METHOD _is_none CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST src_node_missing EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _is_none LOAD_FAST src_node LOAD_CONST True LOAD_CONST ('resolve',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST expand LOAD_FAST dest_node CALL_FUNCTION POP_TOP LOAD_FAST dest_node LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest_node LOAD_METHOD _is_interpolation CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest_node LOAD_METHOD _maybe_dereference_node CALL_METHOD STORE_FAST target_node LOAD_GLOBAL isinstance LOAD_FAST target_node LOAD_GLOBAL Container CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST target_node LOAD_FAST dest LOAD_FAST key STORE_SUBSCR LOAD_FAST dest LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD STORE_FAST dest_node LOAD_GLOBAL _resolve_optional LOAD_FAST dest LOAD_ATTR _metadata LOAD_ATTR element_type CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST is_optional STORE_FAST et LOAD_FAST dest_node LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL is_structured_config LOAD_FAST et CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST src_node_missing EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_DEREF DictConfig LOAD_FAST et LOAD_FAST dest LOAD_FAST et LOAD_FAST is_optional LOAD_CONST ('parent', 'ref_type', 'is_optional') CALL_FUNCTION LOAD_FAST dest LOAD_FAST key STORE_SUBSCR LOAD_FAST dest LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD STORE_FAST dest_node LOAD_FAST dest_node LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_GLOBAL BaseContainer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST src_node LOAD_GLOBAL BaseContainer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest_node LOAD_METHOD _merge_with LOAD_FAST src_node CALL_METHOD POP_TOP JUMP_FORWARD to 640 LOAD_FAST src_node_missing EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST dest LOAD_METHOD __setitem__ LOAD_FAST key LOAD_FAST src_node CALL_METHOD POP_TOP JUMP_FORWARD to 848 LOAD_GLOBAL isinstance LOAD_FAST src_node LOAD_GLOBAL BaseContainer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD __setitem__ LOAD_FAST key LOAD_FAST src_node CALL_METHOD POP_TOP JUMP_FORWARD to 848 LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_FAST ValueNode LOAD_GLOBAL UnionNode BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST src_node LOAD_FAST ValueNode LOAD_GLOBAL UnionNode BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_EXCEPT to 792 LOAD_GLOBAL isinstance LOAD_FAST dest_node LOAD_FAST AnyNode CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST src_node_missing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL copy LOAD_METHOD copy LOAD_FAST src_node CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_METHOD _set_value LOAD_FAST dest_node LOAD_METHOD _value CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 758 LOAD_FAST src_node STORE_FAST node LOAD_FAST dest LOAD_METHOD __setitem__ LOAD_FAST key LOAD_FAST node CALL_METHOD POP_TOP JUMP_FORWARD to 788 LOAD_FAST src_node_missing EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST dest_node LOAD_METHOD _set_value LOAD_FAST src_value CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 848 DUP_TOP LOAD_GLOBAL ValidationError LOAD_GLOBAL ReadonlyConfigError BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 834 LOAD_FAST dest LOAD_ATTR _format_and_raise LOAD_FAST key LOAD_FAST src_value LOAD_FAST e LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 848 END_FINALLY JUMP_FORWARD to 922 LOAD_CONST 0 LOAD_CONST ('open_dict',) IMPORT_NAME omegaconf IMPORT_FROM open_dict STORE_FAST open_dict POP_TOP LOAD_GLOBAL is_structured_config LOAD_FAST src_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST open_dict LOAD_FAST dest CALL_FUNCTION SETUP_WITH to 900 POP_TOP LOAD_FAST src LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD LOAD_FAST dest LOAD_FAST key STORE_SUBSCR POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 922 LOAD_FAST src LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD LOAD_FAST dest LOAD_FAST key STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _update_types LOAD_FAST dest LOAD_FAST src_ref_type LOAD_FAST src_type LOAD_CONST ('node', 'ref_type', 'object_type') CALL_FUNCTION POP_TOP LOAD_FAST src LOAD_ATTR _metadata LOAD_ATTR flags STORE_FAST flags LOAD_FAST flags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 1010 LOAD_FAST flags LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 1008 UNPACK_SEQUENCE STORE_FAST flag STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _set_flag LOAD_FAST flag LOAD_FAST value CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_ATTR _metadata LOAD_ATTR ref_type STORE_FAST rt LOAD_FAST rt LOAD_GLOBAL Any COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL is_dict_annotation LOAD_FAST rt CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST val JUMP_ABSOLUTE LOAD_GLOBAL is_list_annotation LOAD_FAST rt CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_tuple_annotation LOAD_FAST rt CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST val JUMP_ABSOLUTE LOAD_FAST rt STORE_FAST val JUMP_FORWARD to 82 LOAD_GLOBAL isinstance LOAD_FAST node LOAD_DEREF DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST val JUMP_FORWARD to 82 LOAD_CONST False POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST node LOAD_METHOD _set_value LOAD_FAST val CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DictConfig', 'ListConfig', 'OmegaConf') IMPORT_NAME omegaconf IMPORT_FROM DictConfig STORE_FAST DictConfig IMPORT_FROM ListConfig STORE_FAST ListConfig IMPORT_FROM OmegaConf STORE_FAST OmegaConf POP_TOP LOAD_GLOBAL isinstance LOAD_FAST dest LOAD_FAST ListConfig CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST src LOAD_FAST ListConfig CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST src LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _set_value LOAD_CONST None CALL_METHOD POP_TOP JUMP_FORWARD to 310 LOAD_FAST src LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_ATTR _metadata LOAD_ATTR element_type LOAD_GLOBAL Any COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST src LOAD_ATTR _metadata LOAD_ATTR element_type LOAD_FAST dest LOAD_ATTR _metadata STORE_ATTR element_type JUMP_FORWARD to 310 LOAD_FAST src LOAD_METHOD _is_interpolation CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _set_value LOAD_FAST src LOAD_METHOD _value CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 310 LOAD_FAST ListConfig BUILD_LIST LOAD_FAST dest LOAD_METHOD _get_parent CALL_METHOD LOAD_CONST ('content', 'parent') CALL_FUNCTION STORE_FAST temp_target LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST dest LOAD_ATTR __dict__ LOAD_CONST '_metadata' BINARY_SUBSCR CALL_METHOD LOAD_FAST temp_target LOAD_ATTR __dict__ LOAD_CONST '_metadata' STORE_SUBSCR LOAD_GLOBAL _resolve_optional LOAD_FAST dest LOAD_ATTR _metadata LOAD_ATTR element_type CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST is_optional STORE_FAST et LOAD_GLOBAL is_structured_config LOAD_FAST et CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST DictConfig LOAD_FAST et LOAD_FAST et LOAD_FAST is_optional LOAD_CONST ('ref_type', 'is_optional') CALL_FUNCTION STORE_FAST prototype SETUP_LOOP to 294 LOAD_FAST src LOAD_ATTR _iter_ex LOAD_CONST False LOAD_CONST ('resolve',) CALL_FUNCTION GET_ITER FOR_ITER to 256 STORE_FAST item LOAD_GLOBAL isinstance LOAD_FAST item LOAD_FAST DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST OmegaConf LOAD_METHOD merge LOAD_FAST prototype LOAD_FAST item CALL_METHOD STORE_FAST item LOAD_FAST temp_target LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 294 SETUP_LOOP to 294 LOAD_FAST src LOAD_ATTR _iter_ex LOAD_CONST False LOAD_CONST ('resolve',) CALL_FUNCTION GET_ITER FOR_ITER to 292 STORE_FAST item LOAD_FAST temp_target LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST temp_target LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_FAST dest LOAD_ATTR __dict__ LOAD_CONST '_content' STORE_SUBSCR LOAD_FAST src LOAD_ATTR _metadata LOAD_ATTR flags STORE_FAST flags LOAD_FAST flags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 378 LOAD_FAST flags LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 376 UNPACK_SEQUENCE STORE_FAST flag STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dest LOAD_METHOD _set_flag LOAD_FAST flag LOAD_FAST value CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_FAST self LOAD_ATTR _merge_with LOAD_FAST others CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 66 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 52 LOAD_FAST self LOAD_ATTR _format_and_raise LOAD_CONST None LOAD_CONST None LOAD_FAST e LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 66 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('DictConfig',) IMPORT_NAME dictconfig IMPORT_FROM DictConfig STORE_FAST DictConfig POP_TOP LOAD_CONST 1 LOAD_CONST ('ListConfig',) IMPORT_NAME listconfig IMPORT_FROM ListConfig STORE_FAST ListConfig POP_TOP SETUP_LOOP to 168 LOAD_FAST others GET_ITER FOR_ITER to 166 STORE_FAST other LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot merge with a None config' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST my_flags LOAD_FAST self LOAD_METHOD _get_flag LOAD_CONST 'allow_objects' CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'allow_objects' LOAD_CONST True BUILD_MAP STORE_FAST my_flags LOAD_GLOBAL _ensure_container LOAD_FAST other LOAD_FAST my_flags LOAD_CONST ('flags',) CALL_FUNCTION STORE_FAST other LOAD_GLOBAL isinstance LOAD_FAST self LOAD_FAST DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_FAST DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL BaseContainer LOAD_METHOD _map_merge LOAD_FAST self LOAD_FAST other CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_FAST ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_FAST ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL BaseContainer LOAD_METHOD _list_merge LOAD_FAST self LOAD_FAST other CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL TypeError LOAD_CONST 'Cannot merge DictConfig with ListConfig' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD _re_parent CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('AnyNode', 'ValueNode') IMPORT_NAME nodes IMPORT_FROM AnyNode STORE_FAST AnyNode IMPORT_FROM ValueNode STORE_FAST ValueNode POP_TOP LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _get_flag LOAD_CONST 'no_deepcopy_set_nodes' CALL_METHOD UNARY_NOT STORE_FAST do_deepcopy LOAD_FAST do_deepcopy POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Box CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _get_root CALL_METHOD LOAD_FAST value LOAD_METHOD _get_root CALL_METHOD COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST do_deepcopy LOAD_FAST do_deepcopy POP_JUMP_IF_FALSE LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST value CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_METHOD _set_parent LOAD_CONST None CALL_METHOD POP_TOP SETUP_FINALLY to 132 LOAD_FAST value LOAD_METHOD _key CALL_METHOD STORE_FAST old LOAD_FAST value LOAD_METHOD _set_key LOAD_DEREF key CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _validate_set LOAD_DEREF key LOAD_FAST value CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST value LOAD_METHOD _set_key LOAD_FAST old CALL_METHOD POP_TOP END_FINALLY JUMP_FORWARD to 158 LOAD_DEREF self LOAD_METHOD _validate_set LOAD_DEREF key LOAD_FAST value CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _get_flag LOAD_CONST 'readonly' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ReadonlyConfigError LOAD_CONST 'Cannot change read-only config container' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Node CALL_FUNCTION STORE_FAST input_is_node LOAD_DEREF self LOAD_METHOD _get_node LOAD_DEREF key CALL_METHOD STORE_FAST target_node_ref LOAD_FAST target_node_ref LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST target_node_ref LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST value LOAD_FAST ValueNode CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST value LOAD_FAST AnyNode CALL_FUNCTION UNARY_NOT STORE_FAST input_is_typed_vnode LOAD_GLOBAL Any LOAD_GLOBAL Any LOAD_CONST ('val', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE key LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_target_type_hint at 0x7fab41612300, file "f.py", line 542> LOAD_CONST 'BaseContainer._set_item_impl.<locals>.get_target_type_hint' MAKE_FUNCTION STORE_FAST get_target_type_hint LOAD_FAST get_target_type_hint LOAD_FAST value CALL_FUNCTION STORE_FAST target_type_hint LOAD_GLOBAL _resolve_optional LOAD_FAST target_type_hint CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST target_ref_type LOAD_GLOBAL Any LOAD_GLOBAL Node LOAD_CONST None LOAD_CONST ('value_key', 'val', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object assign at 0x7fab416126f0, file "f.py", line 557> LOAD_CONST 'BaseContainer._set_item_impl.<locals>.assign' MAKE_FUNCTION STORE_FAST assign LOAD_FAST input_is_typed_vnode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL is_union_annotation LOAD_FAST target_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST assign LOAD_DEREF key LOAD_FAST value CALL_FUNCTION POP_TOP JUMP_FORWARD to 536 LOAD_GLOBAL _is_special LOAD_FAST value CALL_FUNCTION STORE_FAST special_value LOAD_FAST target_node_ref LOAD_CONST None COMPARE_OP is not EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST target_node_ref LOAD_METHOD _has_ref_type CALL_METHOD EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST target_node_ref LOAD_FAST AnyNode CALL_FUNCTION EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_GLOBAL is_primitive_type_annotation LOAD_FAST value CALL_FUNCTION STORE_FAST should_set_value LOAD_FAST should_set_value EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST special_value EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Node CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD _value CALL_METHOD STORE_FAST value LOAD_DEREF self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_DEREF key BINARY_SUBSCR LOAD_METHOD _set_value LOAD_FAST value CALL_METHOD POP_TOP JUMP_FORWARD to 536 LOAD_FAST input_is_node EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST special_value EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL is_container_annotation LOAD_FAST target_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL is_structured_config LOAD_FAST target_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL is_primitive_type_annotation LOAD_FAST target_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL is_union_annotation LOAD_FAST target_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _get_value LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_DEREF self LOAD_METHOD _wrap_value_and_set LOAD_DEREF key LOAD_FAST value LOAD_FAST target_type_hint CALL_METHOD POP_TOP JUMP_FORWARD to 520 LOAD_FAST assign LOAD_DEREF key LOAD_FAST value CALL_FUNCTION POP_TOP JUMP_FORWARD to 536 LOAD_DEREF self LOAD_METHOD _wrap_value_and_set LOAD_DEREF key LOAD_FAST value LOAD_FAST target_type_hint CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_structured_config LOAD_FAST val CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR _metadata LOAD_ATTR element_type STORE_FAST type_hint JUMP_FORWARD to 68 LOAD_DEREF self LOAD_METHOD _get_node LOAD_DEREF key CALL_METHOD STORE_FAST target LOAD_FAST target LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _metadata LOAD_ATTR element_type STORE_FAST type_hint JUMP_FORWARD to 68 LOAD_GLOBAL isinstance LOAD_FAST target LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST target LOAD_ATTR _metadata LOAD_ATTR type_hint STORE_FAST type_hint LOAD_FAST type_hint RETURN_VALUE LOAD_FAST val LOAD_METHOD _get_parent CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST val STORE_FAST v LOAD_FAST v LOAD_METHOD _set_parent LOAD_DEREF self CALL_METHOD POP_TOP LOAD_FAST v LOAD_METHOD _set_key LOAD_FAST value_key CALL_METHOD POP_TOP LOAD_GLOBAL _deep_update_type_hint LOAD_FAST v LOAD_DEREF self LOAD_ATTR _metadata LOAD_ATTR element_type LOAD_CONST ('node', 'type_hint') CALL_FUNCTION POP_TOP LOAD_FAST v LOAD_DEREF self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_FAST value_key STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('_maybe_wrap',) IMPORT_NAME omegaconf.omegaconf IMPORT_FROM _maybe_wrap STORE_FAST _maybe_wrap POP_TOP LOAD_GLOBAL _resolve_optional LOAD_FAST type_hint CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST is_optional STORE_FAST ref_type SETUP_EXCEPT to 48 LOAD_FAST _maybe_wrap LOAD_FAST ref_type LOAD_FAST key LOAD_FAST val LOAD_FAST is_optional LOAD_FAST self LOAD_CONST ('ref_type', 'key', 'value', 'is_optional', 'parent') CALL_FUNCTION STORE_FAST wrapped POP_BLOCK JUMP_FORWARD to 98 DUP_TOP LOAD_GLOBAL ValidationError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 84 LOAD_FAST self LOAD_ATTR _format_and_raise LOAD_FAST key LOAD_FAST val LOAD_FAST e LOAD_CONST ('key', 'value', 'cause') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 98 END_FINALLY LOAD_FAST wrapped LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR LOAD_FAST key STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST c1 LOAD_METHOD _get_child LOAD_FAST k1 CALL_METHOD STORE_FAST v1 LOAD_FAST c2 LOAD_METHOD _get_child LOAD_FAST k2 CALL_METHOD STORE_FAST v2 LOAD_FAST v1 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v2 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST v1 LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST v2 LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v1 LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST v2 LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST v1 LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST v2 LOAD_METHOD _is_missing CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST v1 LOAD_METHOD _is_interpolation CALL_METHOD STORE_FAST v1_inter LOAD_FAST v2 LOAD_METHOD _is_interpolation CALL_METHOD STORE_FAST v2_inter LOAD_FAST v1 STORE_FAST dv1 LOAD_FAST v2 STORE_FAST dv2 LOAD_FAST v1_inter POP_JUMP_IF_FALSE LOAD_FAST v1 LOAD_METHOD _maybe_dereference_node CALL_METHOD STORE_FAST dv1 LOAD_FAST v2_inter POP_JUMP_IF_FALSE LOAD_FAST v2 LOAD_METHOD _maybe_dereference_node CALL_METHOD STORE_FAST dv2 LOAD_FAST v1_inter POP_JUMP_IF_FALSE LOAD_FAST v2_inter POP_JUMP_IF_FALSE LOAD_FAST dv1 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST dv2 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST v1 LOAD_FAST v2 COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST dv1 LOAD_GLOBAL Container CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST dv2 LOAD_GLOBAL Container CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST dv1 LOAD_FAST dv2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL _get_value LOAD_FAST dv1 CALL_FUNCTION STORE_FAST dv1 LOAD_GLOBAL _get_value LOAD_FAST dv2 CALL_FUNCTION STORE_FAST dv2 LOAD_FAST dv1 LOAD_FAST dv2 COMPARE_OP == RETURN_VALUE JUMP_FORWARD to 346 LOAD_FAST v1_inter EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST v2_inter EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _get_value LOAD_FAST v1 CALL_FUNCTION STORE_FAST v1 LOAD_GLOBAL _get_value LOAD_FAST v2 CALL_FUNCTION STORE_FAST v2 LOAD_FAST v1 LOAD_FAST v2 COMPARE_OP == STORE_FAST ret LOAD_GLOBAL isinstance LOAD_FAST ret LOAD_GLOBAL bool CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _get_value LOAD_FAST dv1 CALL_FUNCTION STORE_FAST dv1 LOAD_GLOBAL _get_value LOAD_FAST dv2 CALL_FUNCTION STORE_FAST dv2 LOAD_FAST dv1 LOAD_FAST dv2 COMPARE_OP == STORE_FAST ret LOAD_GLOBAL isinstance LOAD_FAST ret LOAD_GLOBAL bool CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ret RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_metadata' BINARY_SUBSCR LOAD_ATTR optional LOAD_CONST True COMPARE_OP is RETURN_VALUE LOAD_GLOBAL _is_interpolation LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_CONST '_content' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('ListConfig',) IMPORT_NAME listconfig IMPORT_FROM ListConfig STORE_DEREF ListConfig POP_TOP LOAD_CONST 1 LOAD_CONST ('_select_one',) IMPORT_NAME omegaconf IMPORT_FROM _select_one STORE_FAST _select_one POP_TOP LOAD_GLOBAL isinstance LOAD_FAST key LOAD_GLOBAL int LOAD_GLOBAL str LOAD_GLOBAL Enum LOAD_GLOBAL float LOAD_GLOBAL bool LOAD_GLOBAL slice LOAD_GLOBAL bytes LOAD_GLOBAL type LOAD_CONST None CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST '' RETURN_VALUE LOAD_GLOBAL slice LOAD_GLOBAL str LOAD_CONST ('x', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _slice_to_str at 0x7fab41612420, file "f.py", line 691> LOAD_CONST 'BaseContainer._get_full_key.<locals>._slice_to_str' MAKE_FUNCTION STORE_DEREF _slice_to_str LOAD_GLOBAL str LOAD_GLOBAL Any LOAD_GLOBAL Any LOAD_GLOBAL Optional LOAD_GLOBAL Union LOAD_GLOBAL DictKeyType LOAD_GLOBAL int LOAD_GLOBAL slice BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_GLOBAL str LOAD_CONST ('full_key', 'parent_type', 'cur_type', 'key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE ListConfig LOAD_CLOSURE _slice_to_str BUILD_TUPLE LOAD_CONST <code object prepand at 0x7fab41612d20, file "f.py", line 697> LOAD_CONST 'BaseContainer._get_full_key.<locals>.prepand' MAKE_FUNCTION STORE_FAST prepand LOAD_FAST key LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST key LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_GLOBAL Container CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST _select_one LOAD_FAST self LOAD_GLOBAL str LOAD_FAST key CALL_FUNCTION LOAD_CONST False LOAD_CONST False LOAD_CONST ('c', 'key', 'throw_on_missing', 'throw_on_type_error') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST cur STORE_FAST _ LOAD_FAST cur LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self STORE_FAST cur LOAD_FAST prepand LOAD_CONST '' LOAD_GLOBAL type LOAD_FAST cur CALL_FUNCTION LOAD_CONST None LOAD_FAST key CALL_FUNCTION STORE_FAST full_key LOAD_FAST cur LOAD_METHOD _key CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST prepand LOAD_FAST full_key LOAD_GLOBAL type LOAD_FAST cur LOAD_METHOD _get_parent CALL_METHOD CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST cur CALL_FUNCTION LOAD_FAST cur LOAD_METHOD _key CALL_METHOD CALL_FUNCTION STORE_FAST full_key JUMP_FORWARD to 278 LOAD_FAST prepand LOAD_CONST '' LOAD_GLOBAL type LOAD_FAST cur LOAD_METHOD _get_parent CALL_METHOD CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST cur CALL_FUNCTION LOAD_FAST cur LOAD_METHOD _key CALL_METHOD CALL_FUNCTION STORE_FAST full_key JUMP_FORWARD to 310 LOAD_FAST self STORE_FAST cur LOAD_FAST cur LOAD_METHOD _key CALL_METHOD LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' RETURN_VALUE LOAD_FAST self LOAD_METHOD _key CALL_METHOD STORE_FAST full_key LOAD_FAST cur LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL id LOAD_FAST cur CALL_FUNCTION BUILD_SET STORE_FAST memo SETUP_LOOP to 466 LOAD_FAST cur LOAD_METHOD _get_parent CALL_METHOD LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cur LOAD_METHOD _get_parent CALL_METHOD STORE_FAST cur LOAD_GLOBAL id LOAD_FAST cur CALL_FUNCTION LOAD_FAST memo COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ConfigCycleDetectedException LOAD_CONST 'Cycle when iterating over parents of key `' LOAD_FAST key FORMAT_VALUE str LOAD_CONST '`' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST memo LOAD_METHOD add LOAD_GLOBAL id LOAD_FAST cur CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST cur LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cur LOAD_METHOD _key CALL_METHOD LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST prepand LOAD_FAST full_key LOAD_GLOBAL type LOAD_FAST cur LOAD_METHOD _get_parent CALL_METHOD CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST cur CALL_FUNCTION LOAD_FAST cur LOAD_METHOD _key CALL_METHOD CALL_FUNCTION STORE_FAST full_key EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST full_key RETURN_VALUE LOAD_FAST x LOAD_ATTR step LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR start FORMAT_VALUE LOAD_CONST ':' LOAD_FAST x LOAD_ATTR stop FORMAT_VALUE LOAD_CONST ':' LOAD_FAST x LOAD_ATTR step FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST x LOAD_ATTR start FORMAT_VALUE LOAD_CONST ':' LOAD_FAST x LOAD_ATTR stop FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST full_key RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST key LOAD_GLOBAL slice CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF _slice_to_str LOAD_FAST key CALL_FUNCTION STORE_FAST key JUMP_FORWARD to 58 LOAD_GLOBAL isinstance LOAD_FAST key LOAD_GLOBAL Enum CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST key LOAD_ATTR name STORE_FAST key JUMP_FORWARD to 58 LOAD_GLOBAL str LOAD_FAST key CALL_FUNCTION STORE_FAST key LOAD_GLOBAL isinstance LOAD_FAST key LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL issubclass LOAD_FAST parent_type LOAD_DEREF ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST full_key LOAD_CONST '' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL issubclass LOAD_FAST cur_type LOAD_DEREF ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '[' LOAD_FAST key FORMAT_VALUE LOAD_CONST ']' LOAD_FAST full_key FORMAT_VALUE BUILD_STRING STORE_FAST full_key JUMP_ABSOLUTE LOAD_CONST '[' LOAD_FAST key FORMAT_VALUE LOAD_CONST '].' LOAD_FAST full_key FORMAT_VALUE BUILD_STRING STORE_FAST full_key JUMP_ABSOLUTE LOAD_CONST '[' LOAD_FAST key FORMAT_VALUE LOAD_CONST ']' BUILD_STRING STORE_FAST full_key JUMP_FORWARD to 202 LOAD_FAST full_key LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST key STORE_FAST full_key JUMP_FORWARD to 202 LOAD_GLOBAL issubclass LOAD_FAST cur_type LOAD_DEREF ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST key FORMAT_VALUE LOAD_FAST full_key FORMAT_VALUE BUILD_STRING STORE_FAST full_key JUMP_FORWARD to 202 LOAD_FAST key FORMAT_VALUE LOAD_CONST '.' LOAD_FAST full_key FORMAT_VALUE BUILD_STRING STORE_FAST full_key LOAD_FAST full_key RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('MISSING', 'DictConfig') IMPORT_NAME IMPORT_FROM MISSING STORE_FAST MISSING IMPORT_FROM DictConfig STORE_FAST DictConfig POP_TOP LOAD_GLOBAL get_structured_config_data LOAD_FAST ref_type CALL_FUNCTION STORE_FAST cfg_data SETUP_LOOP to 52 LOAD_FAST cfg_data LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 50 STORE_FAST v LOAD_FAST v LOAD_METHOD _set_value LOAD_FAST MISSING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST DictConfig LOAD_FAST cfg_data CALL_FUNCTION STORE_FAST cfg LOAD_GLOBAL _resolve_optional LOAD_FAST ref_type CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST cfg LOAD_ATTR _metadata STORE_ATTR optional LOAD_FAST cfg LOAD_ATTR _metadata STORE_ATTR ref_type LOAD_FAST object_type LOAD_FAST cfg LOAD_ATTR _metadata STORE_ATTR object_type LOAD_FAST cfg RETURN_VALUE LOAD_FAST object_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL is_primitive_dict LOAD_FAST object_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST object_type LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR object_type LOAD_FAST node LOAD_ATTR _metadata LOAD_ATTR ref_type LOAD_GLOBAL Any COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _deep_update_type_hint LOAD_FAST node LOAD_FAST ref_type CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DictConfig', 'ListConfig') IMPORT_NAME omegaconf IMPORT_FROM DictConfig STORE_FAST DictConfig IMPORT_FROM ListConfig STORE_FAST ListConfig POP_TOP LOAD_CONST 1 LOAD_CONST ('get_dict_key_value_types', 'get_list_element_type') IMPORT_NAME _utils IMPORT_FROM get_dict_key_value_types STORE_FAST get_dict_key_value_types IMPORT_FROM get_list_element_type STORE_FAST get_list_element_type POP_TOP LOAD_FAST type_hint LOAD_GLOBAL Any COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _shallow_validate_type_hint LOAD_FAST node LOAD_FAST type_hint CALL_FUNCTION POP_TOP LOAD_GLOBAL _resolve_optional LOAD_FAST type_hint CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST new_is_optional STORE_FAST new_ref_type LOAD_FAST new_ref_type LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR ref_type LOAD_FAST new_is_optional LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR optional LOAD_GLOBAL is_list_annotation LOAD_FAST new_ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST ListConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST get_list_element_type LOAD_FAST new_ref_type CALL_FUNCTION STORE_FAST new_element_type LOAD_FAST new_element_type LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR element_type LOAD_GLOBAL _is_special LOAD_FAST node CALL_FUNCTION POP_JUMP_IF_TRUE SETUP_LOOP to 158 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST node CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 156 STORE_FAST i LOAD_GLOBAL _deep_update_subnode LOAD_FAST node LOAD_FAST i LOAD_FAST new_element_type CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL is_dict_annotation LOAD_FAST new_ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST DictConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST get_dict_key_value_types LOAD_FAST new_ref_type CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST new_key_type STORE_FAST new_element_type LOAD_FAST new_key_type LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR key_type LOAD_FAST new_element_type LOAD_FAST node LOAD_ATTR _metadata STORE_ATTR element_type LOAD_GLOBAL _is_special LOAD_FAST node CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_LOOP to 308 LOAD_FAST node GET_ITER FOR_ITER to 306 STORE_FAST key LOAD_FAST new_key_type LOAD_GLOBAL Any COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST key LOAD_FAST new_key_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL KeyValidationError LOAD_CONST 'Key ' LOAD_FAST key FORMAT_VALUE repr LOAD_CONST ' (' LOAD_GLOBAL type LOAD_FAST key CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ') is incompatible' BUILD_STRING LOAD_CONST " with key type hint '" LOAD_FAST new_key_type LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "'" BUILD_STRING BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _deep_update_subnode LOAD_FAST node LOAD_FAST key LOAD_FAST new_element_type CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD STORE_FAST subnode LOAD_GLOBAL isinstance LOAD_FAST subnode LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _is_special LOAD_FAST subnode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD _wrap_value_and_set LOAD_FAST key LOAD_FAST subnode LOAD_METHOD _value CALL_METHOD LOAD_FAST value_type_hint CALL_METHOD POP_TOP LOAD_FAST node LOAD_METHOD _get_node LOAD_FAST key CALL_METHOD STORE_FAST subnode LOAD_GLOBAL isinstance LOAD_FAST subnode LOAD_GLOBAL Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _deep_update_type_hint LOAD_FAST subnode LOAD_FAST value_type_hint CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DictConfig', 'ListConfig', 'ValueNode') IMPORT_NAME omegaconf IMPORT_FROM DictConfig STORE_FAST DictConfig IMPORT_FROM ListConfig STORE_FAST ListConfig IMPORT_FROM ValueNode STORE_FAST ValueNode POP_TOP LOAD_GLOBAL _resolve_optional LOAD_FAST type_hint CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST is_optional STORE_FAST ref_type LOAD_GLOBAL get_value_kind LOAD_FAST node CALL_FUNCTION STORE_FAST vk LOAD_FAST node LOAD_METHOD _is_none CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST is_optional POP_JUMP_IF_TRUE LOAD_GLOBAL _get_value LOAD_FAST node CALL_FUNCTION STORE_FAST value LOAD_GLOBAL ValidationError LOAD_CONST 'Value ' LOAD_FAST value FORMAT_VALUE repr LOAD_CONST ' (' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ')' BUILD_STRING LOAD_CONST " is incompatible with type hint '" LOAD_FAST ref_type LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "'" BUILD_STRING BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST vk LOAD_GLOBAL ValueKind LOAD_ATTR MANDATORY_MISSING LOAD_GLOBAL ValueKind LOAD_ATTR INTERPOLATION BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST vk LOAD_GLOBAL ValueKind LOAD_ATTR VALUE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL is_primitive_type_annotation LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST ValueNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD _value CALL_METHOD STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ValidationError LOAD_CONST 'Value ' LOAD_FAST value FORMAT_VALUE repr LOAD_CONST ' (' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ')' BUILD_STRING LOAD_CONST " is incompatible with type hint '" LOAD_FAST ref_type LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "'" BUILD_STRING BINARY_ADD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 388 LOAD_GLOBAL is_structured_config LOAD_FAST ref_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST DictConfig CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_dict_annotation LOAD_FAST ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST DictConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_list_annotation LOAD_FAST ref_type CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST ListConfig CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_FAST ValueNode CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD _value CALL_METHOD STORE_FAST value LOAD_GLOBAL ValidationError LOAD_CONST 'Value ' LOAD_FAST value FORMAT_VALUE repr LOAD_CONST ' (' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ')' BUILD_STRING LOAD_CONST " is incompatible with type hint '" LOAD_FAST ref_type FORMAT_VALUE LOAD_CONST "'" BUILD_STRING BINARY_ADD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 388 LOAD_GLOBAL ValidationError LOAD_CONST "'" LOAD_GLOBAL type LOAD_FAST node CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "' is incompatible" BUILD_STRING LOAD_CONST " with type hint '" LOAD_FAST ref_type FORMAT_VALUE LOAD_CONST "'" BUILD_STRING BINARY_ADD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 400 LOAD_CONST False EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import copy import sys from abc import ABC, abstractmethod from enum import Enum from typing import TYPE_CHECKING, Any, ClassVar, Dict, List, Optional, Tuple, Union import yaml from ._utils import ( _DEFAULT_MARKER_, ValueKind, _ensure_container, _get_value, _is_interpolation, _is_missing_value, _is_none, _is_special, _resolve_optional, get_structured_config_data, get_type_hint, get_value_kind, get_yaml_loader, is_container_annotation, is_dict_annotation, is_list_annotation, is_primitive_dict, is_primitive_type_annotation, is_structured_config, is_tuple_annotation, is_union_annotation, ) from .base import ( Box, Container, ContainerMetadata, DictKeyType, Node, SCMode, UnionNode, ) from .errors import ( ConfigCycleDetectedException, ConfigTypeError, InterpolationResolutionError, KeyValidationError, MissingMandatoryValue, OmegaConfBaseException, ReadonlyConfigError, ValidationError, ) if TYPE_CHECKING: from .dictconfig import DictConfig # pragma: no cover class BaseContainer(Container, ABC): _resolvers: ClassVar[Dict[str, Any]] = {} def __init__(self, parent: Optional[Box], metadata: ContainerMetadata): if not (parent is None or isinstance(parent, Box)): raise ConfigTypeError("Parent type is not omegaconf.Box") super().__init__(parent=parent, metadata=metadata) def _get_child( self, key: Any, validate_access: bool = True, validate_key: bool = True, throw_on_missing_value: bool = False, throw_on_missing_key: bool = False, ) -> Union[Optional[Node], List[Optional[Node]]]: """Like _get_node, passing through to the nearest concrete Node.""" child = self._get_node( key=key, validate_access=validate_access, validate_key=validate_key, throw_on_missing_value=throw_on_missing_value, throw_on_missing_key=throw_on_missing_key, ) if isinstance(child, UnionNode) and not _is_special(child): value = child._value() assert isinstance(value, Node) and not isinstance(value, UnionNode) child = value return child def _resolve_with_default( self, key: Union[DictKeyType, int], value: Node, default_value: Any = _DEFAULT_MARKER_, ) -> Any: """returns the value with the specified key, like obj.key and obj['key']""" if _is_missing_value(value): if default_value is not _DEFAULT_MARKER_: return default_value raise MissingMandatoryValue("Missing mandatory value: $FULL_KEY") resolved_node = self._maybe_resolve_interpolation( parent=self, key=key, value=value, throw_on_resolution_failure=True, ) return _get_value(resolved_node) def __str__(self) -> str: return self.__repr__() def __repr__(self) -> str: if self.__dict__["_content"] is None: return "None" elif self._is_interpolation() or self._is_missing(): v = self.__dict__["_content"] return f"'{v}'" else: return self.__dict__["_content"].__repr__() # type: ignore def __getstate__(self) -> Dict[str, Any]: dict_copy = copy.copy(self.__dict__) dict_copy.pop("_flags_cache", None) dict_copy["_metadata"] = copy.copy(dict_copy["_metadata"]) ref_type = self._metadata.ref_type if is_container_annotation(ref_type): if is_dict_annotation(ref_type): dict_copy["_metadata"].ref_type = Dict elif is_list_annotation(ref_type): dict_copy["_metadata"].ref_type = List else: assert False if sys.version_info < (3, 7): # pragma: no cover element_type = self._metadata.element_type if is_union_annotation(element_type): raise OmegaConfBaseException( "Serializing structured configs with `Union` element type requires python >= 3.7" ) return dict_copy def __setstate__(self, d: Dict[str, Any]) -> None: from omegaconf import DictConfig from omegaconf._utils import is_generic_dict, is_generic_list if isinstance(self, DictConfig): key_type = d["_metadata"].key_type if key_type is None: key_type = Any d["_metadata"].key_type = key_type element_type = d["_metadata"].element_type if element_type is None: element_type = Any d["_metadata"].element_type = element_type ref_type = d["_metadata"].ref_type if is_container_annotation(ref_type): if is_generic_dict(ref_type): d["_metadata"].ref_type = Dict[key_type, element_type] # type: ignore elif is_generic_list(ref_type): d["_metadata"].ref_type = List[element_type] # type: ignore else: assert False d["_flags_cache"] = None self.__dict__.update(d) @abstractmethod def __delitem__(self, key: Any) -> None: ... def __len__(self) -> int: if self._is_none() or self._is_missing() or self._is_interpolation(): return 0 content = self.__dict__["_content"] return len(content) def merge_with_cli(self) -> None: args_list = sys.argv[1:] self.merge_with_dotlist(args_list) def merge_with_dotlist(self, dotlist: List[str]) -> None: from omegaconf import OmegaConf def fail() -> None: raise ValueError("Input list must be a list or a tuple of strings") if not isinstance(dotlist, (list, tuple)): fail() for arg in dotlist: if not isinstance(arg, str): fail() idx = arg.find("=") if idx == -1: key = arg value = None else: key = arg[0:idx] value = arg[idx + 1 :] value = yaml.load(value, Loader=get_yaml_loader()) OmegaConf.update(self, key, value) def is_empty(self) -> bool: """return true if config is empty""" return len(self.__dict__["_content"]) == 0 @staticmethod def _to_content( conf: Container, resolve: bool, throw_on_missing: bool, enum_to_str: bool = False, structured_config_mode: SCMode = SCMode.DICT, ) -> Union[None, Any, str, Dict[DictKeyType, Any], List[Any]]: from omegaconf import MISSING, DictConfig, ListConfig def convert(val: Node) -> Any: value = val._value() if enum_to_str and isinstance(value, Enum): value = f"{value.name}" return value def get_node_value(key: Union[DictKeyType, int]) -> Any: try: node = conf._get_child(key, throw_on_missing_value=throw_on_missing) except MissingMandatoryValue as e: conf._format_and_raise(key=key, value=None, cause=e) assert isinstance(node, Node) if resolve: try: node = node._dereference_node() except InterpolationResolutionError as e: conf._format_and_raise(key=key, value=None, cause=e) if isinstance(node, Container): value = BaseContainer._to_content( node, resolve=resolve, throw_on_missing=throw_on_missing, enum_to_str=enum_to_str, structured_config_mode=structured_config_mode, ) else: value = convert(node) return value if conf._is_none(): return None elif conf._is_missing(): if throw_on_missing: conf._format_and_raise( key=None, value=None, cause=MissingMandatoryValue("Missing mandatory value"), ) else: return MISSING elif not resolve and conf._is_interpolation(): inter = conf._value() assert isinstance(inter, str) return inter if resolve: _conf = conf._dereference_node() assert isinstance(_conf, Container) conf = _conf if isinstance(conf, DictConfig): if ( conf._metadata.object_type not in (dict, None) and structured_config_mode == SCMode.DICT_CONFIG ): return conf if structured_config_mode == SCMode.INSTANTIATE and is_structured_config( conf._metadata.object_type ): return conf._to_object() retdict: Dict[DictKeyType, Any] = {} for key in conf.keys(): value = get_node_value(key) if enum_to_str and isinstance(key, Enum): key = f"{key.name}" retdict[key] = value return retdict elif isinstance(conf, ListConfig): retlist: List[Any] = [] for index in range(len(conf)): item = get_node_value(index) retlist.append(item) return retlist assert False @staticmethod def _map_merge(dest: "BaseContainer", src: "BaseContainer") -> None: """merge src into dest and return a new copy, does not modified input""" from omegaconf import AnyNode, DictConfig, ValueNode assert isinstance(dest, DictConfig) assert isinstance(src, DictConfig) src_type = src._metadata.object_type src_ref_type = get_type_hint(src) assert src_ref_type is not None if src._is_none() or src._is_interpolation(): dest._set_value(src._value()) _update_types(node=dest, ref_type=src_ref_type, object_type=src_type) return dest._validate_merge(value=src) def expand(node: Container) -> None: rt = node._metadata.ref_type val: Any if rt is not Any: if is_dict_annotation(rt): val = {} elif is_list_annotation(rt) or is_tuple_annotation(rt): val = [] else: val = rt elif isinstance(node, DictConfig): val = {} else: assert False node._set_value(val) if ( src._is_missing() and not dest._is_missing() and is_structured_config(src_ref_type) ): assert src_type is None # src missing, so src's object_type should be None src_type = src_ref_type src = _create_structured_with_missing_fields( ref_type=src_ref_type, object_type=src_type ) if (dest._is_interpolation() or dest._is_missing()) and not src._is_missing(): expand(dest) src_items = list(src) if not src._is_missing() else [] for key in src_items: src_node = src._get_node(key, validate_access=False) dest_node = dest._get_node(key, validate_access=False) assert isinstance(src_node, Node) assert dest_node is None or isinstance(dest_node, Node) src_value = _get_value(src_node) src_vk = get_value_kind(src_node) src_node_missing = src_vk is ValueKind.MANDATORY_MISSING if isinstance(dest_node, DictConfig): dest_node._validate_merge(value=src_node) if ( isinstance(dest_node, Container) and dest_node._is_none() and not src_node_missing and not _is_none(src_node, resolve=True) ): expand(dest_node) if dest_node is not None and dest_node._is_interpolation(): target_node = dest_node._maybe_dereference_node() if isinstance(target_node, Container): dest[key] = target_node dest_node = dest._get_node(key) is_optional, et = _resolve_optional(dest._metadata.element_type) if dest_node is None and is_structured_config(et) and not src_node_missing: dest[key] = DictConfig( et, parent=dest, ref_type=et, is_optional=is_optional ) dest_node = dest._get_node(key) if dest_node is not None: if isinstance(dest_node, BaseContainer): if isinstance(src_node, BaseContainer): dest_node._merge_with(src_node) elif not src_node_missing: dest.__setitem__(key, src_node) else: if isinstance(src_node, BaseContainer): dest.__setitem__(key, src_node) else: assert isinstance(dest_node, (ValueNode, UnionNode)) assert isinstance(src_node, (ValueNode, UnionNode)) try: if isinstance(dest_node, AnyNode): if src_node_missing: node = copy.copy(src_node) node._set_value(dest_node._value()) else: node = src_node dest.__setitem__(key, node) else: if not src_node_missing: dest_node._set_value(src_value) except (ValidationError, ReadonlyConfigError) as e: dest._format_and_raise(key=key, value=src_value, cause=e) else: from omegaconf import open_dict if is_structured_config(src_type): with open_dict(dest): dest[key] = src._get_node(key) else: dest[key] = src._get_node(key) _update_types(node=dest, ref_type=src_ref_type, object_type=src_type) flags = src._metadata.flags assert flags is not None for flag, value in flags.items(): if value is not None: dest._set_flag(flag, value) @staticmethod def _list_merge(dest: Any, src: Any) -> None: from omegaconf import DictConfig, ListConfig, OmegaConf assert isinstance(dest, ListConfig) assert isinstance(src, ListConfig) if src._is_none(): dest._set_value(None) elif src._is_missing(): if dest._metadata.element_type is Any: dest._metadata.element_type = src._metadata.element_type elif src._is_interpolation(): dest._set_value(src._value()) else: temp_target = ListConfig(content=[], parent=dest._get_parent()) temp_target.__dict__["_metadata"] = copy.deepcopy( dest.__dict__["_metadata"] ) is_optional, et = _resolve_optional(dest._metadata.element_type) if is_structured_config(et): prototype = DictConfig(et, ref_type=et, is_optional=is_optional) for item in src._iter_ex(resolve=False): if isinstance(item, DictConfig): item = OmegaConf.merge(prototype, item) temp_target.append(item) else: for item in src._iter_ex(resolve=False): temp_target.append(item) dest.__dict__["_content"] = temp_target.__dict__["_content"] flags = src._metadata.flags assert flags is not None for flag, value in flags.items(): if value is not None: dest._set_flag(flag, value) def merge_with( self, *others: Union[ "BaseContainer", Dict[str, Any], List[Any], Tuple[Any, ...], Any ], ) -> None: try: self._merge_with(*others) except Exception as e: self._format_and_raise(key=None, value=None, cause=e) def _merge_with( self, *others: Union[ "BaseContainer", Dict[str, Any], List[Any], Tuple[Any, ...], Any ], ) -> None: from .dictconfig import DictConfig from .listconfig import ListConfig """merge a list of other Config objects into this one, overriding as needed""" for other in others: if other is None: raise ValueError("Cannot merge with a None config") my_flags = {} if self._get_flag("allow_objects") is True: my_flags = {"allow_objects": True} other = _ensure_container(other, flags=my_flags) if isinstance(self, DictConfig) and isinstance(other, DictConfig): BaseContainer._map_merge(self, other) elif isinstance(self, ListConfig) and isinstance(other, ListConfig): BaseContainer._list_merge(self, other) else: raise TypeError("Cannot merge DictConfig with ListConfig") self._re_parent() def _set_item_impl(self, key: Any, value: Any) -> None: """ Changes the value of the node key with the desired value. If the node key doesn't exist it creates a new one. """ from .nodes import AnyNode, ValueNode if isinstance(value, Node): do_deepcopy = not self._get_flag("no_deepcopy_set_nodes") if not do_deepcopy and isinstance(value, Box): if self._get_root() is value._get_root(): do_deepcopy = True if do_deepcopy: value = copy.deepcopy(value) value._set_parent(None) try: old = value._key() value._set_key(key) self._validate_set(key, value) finally: value._set_key(old) else: self._validate_set(key, value) if self._get_flag("readonly"): raise ReadonlyConfigError("Cannot change read-only config container") input_is_node = isinstance(value, Node) target_node_ref = self._get_node(key) assert target_node_ref is None or isinstance(target_node_ref, Node) input_is_typed_vnode = isinstance(value, ValueNode) and not isinstance( value, AnyNode ) def get_target_type_hint(val: Any) -> Any: if not is_structured_config(val): type_hint = self._metadata.element_type else: target = self._get_node(key) if target is None: type_hint = self._metadata.element_type else: assert isinstance(target, Node) type_hint = target._metadata.type_hint return type_hint target_type_hint = get_target_type_hint(value) _, target_ref_type = _resolve_optional(target_type_hint) def assign(value_key: Any, val: Node) -> None: assert val._get_parent() is None v = val v._set_parent(self) v._set_key(value_key) _deep_update_type_hint(node=v, type_hint=self._metadata.element_type) self.__dict__["_content"][value_key] = v if input_is_typed_vnode and not is_union_annotation(target_ref_type): assign(key, value) else: special_value = _is_special(value) should_set_value = target_node_ref is not None and ( target_node_ref._has_ref_type() or ( isinstance(target_node_ref, AnyNode) and is_primitive_type_annotation(value) ) ) if should_set_value: if special_value and isinstance(value, Node): value = value._value() self.__dict__["_content"][key]._set_value(value) elif input_is_node: if ( special_value and ( is_container_annotation(target_ref_type) or is_structured_config(target_ref_type) ) or is_primitive_type_annotation(target_ref_type) or is_union_annotation(target_ref_type) ): value = _get_value(value) self._wrap_value_and_set(key, value, target_type_hint) else: assign(key, value) else: self._wrap_value_and_set(key, value, target_type_hint) def _wrap_value_and_set(self, key: Any, val: Any, type_hint: Any) -> None: from omegaconf.omegaconf import _maybe_wrap is_optional, ref_type = _resolve_optional(type_hint) try: wrapped = _maybe_wrap( ref_type=ref_type, key=key, value=val, is_optional=is_optional, parent=self, ) except ValidationError as e: self._format_and_raise(key=key, value=val, cause=e) self.__dict__["_content"][key] = wrapped @staticmethod def _item_eq( c1: Container, k1: Union[DictKeyType, int], c2: Container, k2: Union[DictKeyType, int], ) -> bool: v1 = c1._get_child(k1) v2 = c2._get_child(k2) assert v1 is not None and v2 is not None assert isinstance(v1, Node) assert isinstance(v2, Node) if v1._is_none() and v2._is_none(): return True if v1._is_missing() and v2._is_missing(): return True v1_inter = v1._is_interpolation() v2_inter = v2._is_interpolation() dv1: Optional[Node] = v1 dv2: Optional[Node] = v2 if v1_inter: dv1 = v1._maybe_dereference_node() if v2_inter: dv2 = v2._maybe_dereference_node() if v1_inter and v2_inter: if dv1 is None or dv2 is None: return v1 == v2 else: if isinstance(dv1, Container) and isinstance(dv2, Container): if dv1 != dv2: return False dv1 = _get_value(dv1) dv2 = _get_value(dv2) return dv1 == dv2 elif not v1_inter and not v2_inter: v1 = _get_value(v1) v2 = _get_value(v2) ret = v1 == v2 assert isinstance(ret, bool) return ret else: dv1 = _get_value(dv1) dv2 = _get_value(dv2) ret = dv1 == dv2 assert isinstance(ret, bool) return ret def _is_optional(self) -> bool: return self.__dict__["_metadata"].optional is True def _is_interpolation(self) -> bool: return _is_interpolation(self.__dict__["_content"]) @abstractmethod def _validate_get(self, key: Any, value: Any = None) -> None: ... @abstractmethod def _validate_set(self, key: Any, value: Any) -> None: ... def _value(self) -> Any: return self.__dict__["_content"] def _get_full_key(self, key: Union[DictKeyType, int, slice, None]) -> str: from .listconfig import ListConfig from .omegaconf import _select_one if not isinstance(key, (int, str, Enum, float, bool, slice, bytes, type(None))): return "" def _slice_to_str(x: slice) -> str: if x.step is not None: return f"{x.start}:{x.stop}:{x.step}" else: return f"{x.start}:{x.stop}" def prepand( full_key: str, parent_type: Any, cur_type: Any, key: Optional[Union[DictKeyType, int, slice]], ) -> str: if key is None: return full_key if isinstance(key, slice): key = _slice_to_str(key) elif isinstance(key, Enum): key = key.name else: key = str(key) assert isinstance(key, str) if issubclass(parent_type, ListConfig): if full_key != "": if issubclass(cur_type, ListConfig): full_key = f"[{key}]{full_key}" else: full_key = f"[{key}].{full_key}" else: full_key = f"[{key}]" else: if full_key == "": full_key = key else: if issubclass(cur_type, ListConfig): full_key = f"{key}{full_key}" else: full_key = f"{key}.{full_key}" return full_key if key is not None and key != "": assert isinstance(self, Container) cur, _ = _select_one( c=self, key=str(key), throw_on_missing=False, throw_on_type_error=False ) if cur is None: cur = self full_key = prepand("", type(cur), None, key) if cur._key() is not None: full_key = prepand( full_key, type(cur._get_parent()), type(cur), cur._key() ) else: full_key = prepand("", type(cur._get_parent()), type(cur), cur._key()) else: cur = self if cur._key() is None: return "" full_key = self._key() assert cur is not None memo = {id(cur)} # remember already visited nodes so as to detect cycles while cur._get_parent() is not None: cur = cur._get_parent() if id(cur) in memo: raise ConfigCycleDetectedException( f"Cycle when iterating over parents of key `{key!s}`" ) memo.add(id(cur)) assert cur is not None if cur._key() is not None: full_key = prepand( full_key, type(cur._get_parent()), type(cur), cur._key() ) return full_key def _create_structured_with_missing_fields( ref_type: type, object_type: Optional[type] = None ) -> "DictConfig": from . import MISSING, DictConfig cfg_data = get_structured_config_data(ref_type) for v in cfg_data.values(): v._set_value(MISSING) cfg = DictConfig(cfg_data) cfg._metadata.optional, cfg._metadata.ref_type = _resolve_optional(ref_type) cfg._metadata.object_type = object_type return cfg def _update_types(node: Node, ref_type: Any, object_type: Optional[type]) -> None: if object_type is not None and not is_primitive_dict(object_type): node._metadata.object_type = object_type if node._metadata.ref_type is Any: _deep_update_type_hint(node, ref_type) def _deep_update_type_hint(node: Node, type_hint: Any) -> None: """Ensure node is compatible with type_hint, mutating if necessary.""" from omegaconf import DictConfig, ListConfig from ._utils import get_dict_key_value_types, get_list_element_type if type_hint is Any: return _shallow_validate_type_hint(node, type_hint) new_is_optional, new_ref_type = _resolve_optional(type_hint) node._metadata.ref_type = new_ref_type node._metadata.optional = new_is_optional if is_list_annotation(new_ref_type) and isinstance(node, ListConfig): new_element_type = get_list_element_type(new_ref_type) node._metadata.element_type = new_element_type if not _is_special(node): for i in range(len(node)): _deep_update_subnode(node, i, new_element_type) if is_dict_annotation(new_ref_type) and isinstance(node, DictConfig): new_key_type, new_element_type = get_dict_key_value_types(new_ref_type) node._metadata.key_type = new_key_type node._metadata.element_type = new_element_type if not _is_special(node): for key in node: if new_key_type is not Any and not isinstance(key, new_key_type): raise KeyValidationError( f"Key {key!r} ({type(key).__name__}) is incompatible" + f" with key type hint '{new_key_type.__name__}'" ) _deep_update_subnode(node, key, new_element_type) def _deep_update_subnode(node: BaseContainer, key: Any, value_type_hint: Any) -> None: """Get node[key] and ensure it is compatible with value_type_hint, mutating if necessary.""" subnode = node._get_node(key) assert isinstance(subnode, Node) if _is_special(subnode): node._wrap_value_and_set(key, subnode._value(), value_type_hint) subnode = node._get_node(key) assert isinstance(subnode, Node) _deep_update_type_hint(subnode, value_type_hint) def _shallow_validate_type_hint(node: Node, type_hint: Any) -> None: """Error if node's type, content and metadata are not compatible with type_hint.""" from omegaconf import DictConfig, ListConfig, ValueNode is_optional, ref_type = _resolve_optional(type_hint) vk = get_value_kind(node) if node._is_none(): if not is_optional: value = _get_value(node) raise ValidationError( f"Value {value!r} ({type(value).__name__})" + f" is incompatible with type hint '{ref_type.__name__}'" ) return elif vk in (ValueKind.MANDATORY_MISSING, ValueKind.INTERPOLATION): return elif vk == ValueKind.VALUE: if is_primitive_type_annotation(ref_type) and isinstance(node, ValueNode): value = node._value() if not isinstance(value, ref_type): raise ValidationError( f"Value {value!r} ({type(value).__name__})" + f" is incompatible with type hint '{ref_type.__name__}'" ) elif is_structured_config(ref_type) and isinstance(node, DictConfig): return elif is_dict_annotation(ref_type) and isinstance(node, DictConfig): return elif is_list_annotation(ref_type) and isinstance(node, ListConfig): return else: if isinstance(node, ValueNode): value = node._value() raise ValidationError( f"Value {value!r} ({type(value).__name__})" + f" is incompatible with type hint '{ref_type}'" ) else: raise ValidationError( f"'{type(node).__name__}' is incompatible" + f" with type hint '{ref_type}'" ) else: assert False
data/omegaconf-2.3.0/omegaconf/basecontainer.py
16,446
9,032
166,767
LOAD_CONST 0 LOAD_CONST ('*',) IMPORT_NAME azure.cli.core.aaz IMPORT_STAR LOAD_NAME register_command LOAD_CONST 'network nic show' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Show at 0x7fab416379c0, file "f.py", line 4> LOAD_CONST 'Show' MAKE_FUNCTION LOAD_CONST 'Show' LOAD_NAME AAZCommand CALL_FUNCTION CALL_FUNCTION STORE_NAME Show LOAD_BUILD_CLASS LOAD_CONST <code object _ShowHelper at 0x7fab41637540, file "f.py", line 160> LOAD_CONST '_ShowHelper' MAKE_FUNCTION LOAD_CONST '_ShowHelper' CALL_FUNCTION STORE_NAME _ShowHelper LOAD_CONST 'Show' BUILD_LIST STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Show' STORE_NAME __qualname__ LOAD_CONST 'Get the details of a network interface.\n\n :example: Get the internal domain name suffix of a NIC.\n az network nic show -g MyResourceGroup -n MyNic --query "dnsSettings.internalDomainNameSuffix"\n ' STORE_NAME __doc__ LOAD_CONST '2015-06-15' LOAD_CONST 'mgmt-plane' LOAD_CONST '/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/networkinterfaces/{}' LOAD_CONST '2015-06-15' BUILD_LIST BUILD_LIST LOAD_CONST ('version', 'resources') BUILD_CONST_KEY_MAP STORE_NAME _aaz_info LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _handler at 0x7fab82197d20, file "f.py", line 25> LOAD_CONST 'Show._handler' MAKE_FUNCTION STORE_NAME _handler LOAD_CONST None STORE_NAME _args_schema LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _build_arguments_schema at 0x7fab703a5a50, file "f.py", line 32> LOAD_CONST 'Show._build_arguments_schema' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_arguments_schema LOAD_CONST <code object _execute_operations at 0x7fab703a5ed0, file "f.py", line 54> LOAD_CONST 'Show._execute_operations' MAKE_FUNCTION STORE_NAME _execute_operations LOAD_NAME register_callback LOAD_CONST <code object pre_operations at 0x7fab703a5b70, file "f.py", line 59> LOAD_CONST 'Show.pre_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_operations LOAD_NAME register_callback LOAD_CONST <code object post_operations at 0x7fab703a5c00, file "f.py", line 63> LOAD_CONST 'Show.post_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME post_operations LOAD_CONST <code object _output at 0x7fab703a5780, file "f.py", line 67> LOAD_CONST 'Show._output' MAKE_FUNCTION STORE_NAME _output LOAD_BUILD_CLASS LOAD_CONST <code object NetworkInterfacesGet at 0x7fab416374b0, file "f.py", line 71> LOAD_CONST 'NetworkInterfacesGet' MAKE_FUNCTION LOAD_CONST 'NetworkInterfacesGet' LOAD_NAME AAZHttpOperation CALL_FUNCTION STORE_NAME NetworkInterfacesGet LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _handler LOAD_FAST command_args CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _execute_operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _output CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_ATTR _args_schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _build_arguments_schema LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION LOAD_FAST cls STORE_ATTR _args_schema LOAD_FAST cls LOAD_ATTR _args_schema STORE_FAST _args_schema LOAD_GLOBAL AAZStrArg LOAD_CONST '-n' LOAD_CONST '--name' BUILD_LIST LOAD_CONST 'Name of the network interface (NIC).' LOAD_CONST True LOAD_CONST 'name' LOAD_CONST ('options', 'help', 'required', 'id_part') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR name LOAD_GLOBAL AAZResourceGroupNameArg LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR resource_group LOAD_GLOBAL AAZStrArg LOAD_CONST '--expand' BUILD_LIST LOAD_CONST 'Expands referenced resources.' LOAD_CONST ('options', 'help') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR expand LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_FAST self LOAD_METHOD pre_operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR NetworkInterfacesGet LOAD_FAST self LOAD_ATTR ctx LOAD_CONST ('ctx',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD post_operations CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR deserialize_output LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR vars LOAD_ATTR instance LOAD_CONST True LOAD_CONST ('client_flatten',) CALL_FUNCTION STORE_FAST result LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Show.NetworkInterfacesGet' STORE_NAME __qualname__ LOAD_CONST 'MgmtClient' STORE_NAME CLIENT_TYPE LOAD_CONST <code object __call__ at 0x7fab703a51e0, file "f.py", line 74> LOAD_CONST 'Show.NetworkInterfacesGet.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME property LOAD_CONST <code object url at 0x7fab703a56f0, file "f.py", line 82> LOAD_CONST 'Show.NetworkInterfacesGet.url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url LOAD_NAME property LOAD_CONST <code object method at 0x7fab703a5270, file "f.py", line 89> LOAD_CONST 'Show.NetworkInterfacesGet.method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method LOAD_NAME property LOAD_CONST <code object error_format at 0x7fab703a5420, file "f.py", line 93> LOAD_CONST 'Show.NetworkInterfacesGet.error_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME error_format LOAD_NAME property LOAD_CONST <code object url_parameters at 0x7fab703a5660, file "f.py", line 97> LOAD_CONST 'Show.NetworkInterfacesGet.url_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url_parameters LOAD_NAME property LOAD_CONST <code object query_parameters at 0x7fab703a5db0, file "f.py", line 118> LOAD_CONST 'Show.NetworkInterfacesGet.query_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME query_parameters LOAD_NAME property LOAD_CONST <code object header_parameters at 0x7fab703a5030, file "f.py", line 133> LOAD_CONST 'Show.NetworkInterfacesGet.header_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME header_parameters LOAD_CONST <code object on_200 at 0x7fab703a5390, file "f.py", line 143> LOAD_CONST 'Show.NetworkInterfacesGet.on_200' MAKE_FUNCTION STORE_NAME on_200 LOAD_CONST None STORE_NAME _schema_on_200 LOAD_NAME classmethod LOAD_CONST <code object _build_schema_on_200 at 0x7fab703a55d0, file "f.py", line 149> LOAD_CONST 'Show.NetworkInterfacesGet._build_schema_on_200' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_on_200 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD make_request CALL_METHOD STORE_FAST request LOAD_FAST self LOAD_ATTR client LOAD_ATTR send_request BUILD_TUPLE LOAD_FAST request LOAD_CONST False LOAD_CONST ('request', 'stream') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST session LOAD_FAST session LOAD_ATTR http_response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_200 LOAD_FAST session CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD on_error LOAD_FAST session LOAD_ATTR http_response CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR client LOAD_ATTR format_url LOAD_CONST ('/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/networkInterfaces/{networkInterfaceName}',) LOAD_FAST self LOAD_ATTR url_parameters CALL_FUNCTION RETURN_VALUE LOAD_CONST 'GET' RETURN_VALUE LOAD_CONST 'MgmtErrorFormat' RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'networkInterfaceName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR name LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'resourceGroupName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR resource_group LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'subscriptionId' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR subscription_id LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_query_param LOAD_CONST '$expand' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR expand CALL_METHOD LOAD_FAST self LOAD_ATTR serialize_query_param LOAD_CONST 'api-version' LOAD_CONST '2015-06-15' LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_header_param LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD deserialize_http_content LOAD_FAST session CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR set_var LOAD_CONST 'instance' LOAD_FAST data LOAD_FAST self LOAD_ATTR _build_schema_on_200 LOAD_CONST ('schema_builder',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_on_200 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST cls STORE_ATTR _schema_on_200 LOAD_GLOBAL _ShowHelper LOAD_METHOD _build_schema_network_interface_read LOAD_FAST cls LOAD_ATTR _schema_on_200 CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_ShowHelper' STORE_NAME __qualname__ LOAD_CONST 'Helper class for Show' STORE_NAME __doc__ LOAD_CONST None STORE_NAME _schema_ip_configuration_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_ip_configuration_read at 0x7fab41637a50, file "f.py", line 165> LOAD_CONST '_ShowHelper._build_schema_ip_configuration_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_ip_configuration_read LOAD_CONST None STORE_NAME _schema_network_interface_ip_configuration_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_network_interface_ip_configuration_read at 0x7fab416371e0, file "f.py", line 210> LOAD_CONST '_ShowHelper._build_schema_network_interface_ip_configuration_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_network_interface_ip_configuration_read LOAD_CONST None STORE_NAME _schema_network_interface_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_network_interface_read at 0x7fab41637ed0, file "f.py", line 361> LOAD_CONST '_ShowHelper._build_schema_network_interface_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_network_interface_read LOAD_CONST None STORE_NAME _schema_network_security_group_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_network_security_group_read at 0x7fab41637ae0, file "f.py", line 462> LOAD_CONST '_ShowHelper._build_schema_network_security_group_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_network_security_group_read LOAD_CONST None STORE_NAME _schema_public_ip_address_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_public_ip_address_read at 0x7fab41637c00, file "f.py", line 544> LOAD_CONST '_ShowHelper._build_schema_public_ip_address_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_public_ip_address_read LOAD_CONST None STORE_NAME _schema_security_rule_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_security_rule_read at 0x7fab41637660, file "f.py", line 621> LOAD_CONST '_ShowHelper._build_schema_security_rule_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_security_rule_read LOAD_CONST None STORE_NAME _schema_sub_resource_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_sub_resource_read at 0x7fab41637780, file "f.py", line 677> LOAD_CONST '_ShowHelper._build_schema_sub_resource_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_sub_resource_read LOAD_CONST None STORE_NAME _schema_subnet_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_subnet_read at 0x7fab41637930, file "f.py", line 692> LOAD_CONST '_ShowHelper._build_schema_subnet_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_subnet_read LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_ip_configuration_read STORE_FAST _schema_ip_configuration_read LOAD_FAST _schema_ip_configuration_read STORE_FAST ip_configuration_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR properties LOAD_FAST _schema_ip_configuration_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'publicIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_address LOAD_FAST cls LOAD_METHOD _build_schema_public_ip_address_read LOAD_FAST properties LOAD_ATTR public_ip_address CALL_METHOD POP_TOP LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnet LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST properties LOAD_ATTR subnet CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_network_interface_ip_configuration_read STORE_FAST _schema_network_interface_ip_configuration_read LOAD_FAST _schema_network_interface_ip_configuration_read STORE_FAST network_interface_ip_configuration_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancerBackendAddressPools' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancer_backend_address_pools LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancerInboundNatRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancer_inbound_nat_rules LOAD_GLOBAL AAZBoolType CALL_FUNCTION LOAD_FAST properties STORE_ATTR primary LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'publicIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_address LOAD_FAST cls LOAD_METHOD _build_schema_public_ip_address_read LOAD_FAST properties LOAD_ATTR public_ip_address CALL_METHOD POP_TOP LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnet LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST properties LOAD_ATTR subnet CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools STORE_FAST load_balancer_backend_address_pools LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancer_backend_address_pools STORE_ATTR Element LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'backendIPConfigurations' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_ip_configurations LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancingRules' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancing_rules LOAD_GLOBAL AAZObjectType LOAD_CONST 'outboundNatRule' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR outbound_nat_rule LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR outbound_nat_rule CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR backend_ip_configurations STORE_FAST backend_ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST backend_ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST backend_ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR load_balancing_rules STORE_FAST load_balancing_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancing_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST load_balancing_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules STORE_FAST load_balancer_inbound_nat_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancer_inbound_nat_rules STORE_ATTR Element LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'backendIPConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST properties LOAD_ATTR backend_ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZIntType LOAD_CONST 'backendPort' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_port LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableFloatingIP' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_floating_ip LOAD_GLOBAL AAZObjectType LOAD_CONST 'frontendIPConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR frontend_ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR frontend_ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZIntType LOAD_CONST 'frontendPort' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR frontend_port LOAD_GLOBAL AAZIntType LOAD_CONST 'idleTimeoutInMinutes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR idle_timeout_in_minutes LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR protocol LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_network_interface_read STORE_FAST _schema_network_interface_read LOAD_FAST _schema_network_interface_read STORE_FAST network_interface_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_interface_read STORE_ATTR type LOAD_FAST _schema_network_interface_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'dnsSettings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR dns_settings LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableIPForwarding' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_ip_forwarding LOAD_GLOBAL AAZListType LOAD_CONST 'ipConfigurations' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configurations LOAD_GLOBAL AAZStrType LOAD_CONST 'macAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR mac_address LOAD_GLOBAL AAZObjectType LOAD_CONST 'networkSecurityGroup' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_security_group LOAD_FAST cls LOAD_METHOD _build_schema_network_security_group_read LOAD_FAST properties LOAD_ATTR network_security_group CALL_METHOD POP_TOP LOAD_GLOBAL AAZBoolType CALL_FUNCTION LOAD_FAST properties STORE_ATTR primary LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_GLOBAL AAZObjectType LOAD_CONST 'virtualMachine' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR virtual_machine LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR virtual_machine CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_read LOAD_ATTR properties LOAD_ATTR dns_settings STORE_FAST dns_settings LOAD_GLOBAL AAZListType LOAD_CONST 'appliedDnsServers' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR applied_dns_servers LOAD_GLOBAL AAZListType LOAD_CONST 'dnsServers' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR dns_servers LOAD_GLOBAL AAZStrType LOAD_CONST 'internalDnsNameLabel' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR internal_dns_name_label LOAD_GLOBAL AAZStrType LOAD_CONST 'internalFqdn' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR internal_fqdn LOAD_FAST _schema_network_interface_read LOAD_ATTR properties LOAD_ATTR dns_settings LOAD_ATTR applied_dns_servers STORE_FAST applied_dns_servers LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST applied_dns_servers STORE_ATTR Element LOAD_FAST _schema_network_interface_read LOAD_ATTR properties LOAD_ATTR dns_settings LOAD_ATTR dns_servers STORE_FAST dns_servers LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST dns_servers STORE_ATTR Element LOAD_FAST _schema_network_interface_read LOAD_ATTR properties LOAD_ATTR ip_configurations STORE_FAST ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_interface_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_network_security_group_read STORE_FAST _schema_network_security_group_read LOAD_FAST _schema_network_security_group_read STORE_FAST network_security_group_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR type LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'defaultSecurityRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR default_security_rules LOAD_GLOBAL AAZListType LOAD_CONST 'networkInterfaces' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_interfaces LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_GLOBAL AAZListType LOAD_CONST 'securityRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR security_rules LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnets LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR default_security_rules STORE_FAST default_security_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST default_security_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_security_rule_read LOAD_FAST default_security_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces STORE_FAST network_interfaces LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST network_interfaces STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_read LOAD_FAST network_interfaces LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR security_rules STORE_FAST security_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST security_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_security_rule_read LOAD_FAST security_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR subnets STORE_FAST subnets LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST subnets STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST subnets LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_public_ip_address_read STORE_FAST _schema_public_ip_address_read LOAD_FAST _schema_public_ip_address_read STORE_FAST public_ip_address_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR type LOAD_FAST _schema_public_ip_address_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'dnsSettings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR dns_settings LOAD_GLOBAL AAZIntType LOAD_CONST 'idleTimeoutInMinutes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR idle_timeout_in_minutes LOAD_GLOBAL AAZStrType LOAD_CONST 'ipAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_address LOAD_GLOBAL AAZObjectType LOAD_CONST 'ipConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_ip_configuration_read LOAD_FAST properties LOAD_ATTR ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'publicIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_FAST _schema_public_ip_address_read LOAD_ATTR properties LOAD_ATTR dns_settings STORE_FAST dns_settings LOAD_GLOBAL AAZStrType LOAD_CONST 'domainNameLabel' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR domain_name_label LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR fqdn LOAD_GLOBAL AAZStrType LOAD_CONST 'reverseFqdn' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR reverse_fqdn LOAD_FAST _schema_public_ip_address_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_security_rule_read STORE_FAST _schema_security_rule_read LOAD_FAST _schema_security_rule_read STORE_FAST security_rule_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR properties LOAD_FAST _schema_security_rule_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR access LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR description LOAD_GLOBAL AAZStrType LOAD_CONST 'destinationAddressPrefix' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR destination_address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'destinationPortRange' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR destination_port_range LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR direction LOAD_GLOBAL AAZIntType CALL_FUNCTION LOAD_FAST properties STORE_ATTR priority LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR protocol LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'sourceAddressPrefix' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR source_address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'sourcePortRange' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR source_port_range LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_sub_resource_read STORE_FAST _schema_sub_resource_read LOAD_FAST _schema_sub_resource_read STORE_FAST sub_resource_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST sub_resource_read STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_subnet_read STORE_FAST _schema_subnet_read LOAD_FAST _schema_subnet_read STORE_FAST subnet_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR properties LOAD_FAST _schema_subnet_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'addressPrefix' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR address_prefix LOAD_GLOBAL AAZListType LOAD_CONST 'ipConfigurations' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configurations LOAD_GLOBAL AAZObjectType LOAD_CONST 'networkSecurityGroup' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_security_group LOAD_FAST cls LOAD_METHOD _build_schema_network_security_group_read LOAD_FAST properties LOAD_ATTR network_security_group CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'routeTable' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR route_table LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR ip_configurations STORE_FAST ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_ip_configuration_read LOAD_FAST ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table STORE_FAST route_table LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST route_table STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table STORE_ATTR type LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR routes LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnets LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR properties LOAD_ATTR routes STORE_FAST routes LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST routes STORE_ATTR Element LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR properties LOAD_ATTR routes LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR properties LOAD_ATTR routes LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'addressPrefix' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'nextHopIpAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR next_hop_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'nextHopType' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR next_hop_type LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR properties LOAD_ATTR subnets STORE_FAST subnets LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST subnets STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST subnets LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR route_table LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE
from azure.cli.core.aaz import * @register_command( "network nic show", ) class Show(AAZCommand): """Get the details of a network interface. :example: Get the internal domain name suffix of a NIC. az network nic show -g MyResourceGroup -n MyNic --query "dnsSettings.internalDomainNameSuffix" """ _aaz_info = { "version": "2015-06-15", "resources": [ [ "mgmt-plane", "/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/networkinterfaces/{}", "2015-06-15", ], ], } def _handler(self, command_args): super()._handler(command_args) self._execute_operations() return self._output() _args_schema = None @classmethod def _build_arguments_schema(cls, *args, **kwargs): if cls._args_schema is not None: return cls._args_schema cls._args_schema = super()._build_arguments_schema(*args, **kwargs) _args_schema = cls._args_schema _args_schema.name = AAZStrArg( options=["-n", "--name"], help="Name of the network interface (NIC).", required=True, id_part="name", ) _args_schema.resource_group = AAZResourceGroupNameArg( required=True, ) _args_schema.expand = AAZStrArg( options=["--expand"], help="Expands referenced resources.", ) return cls._args_schema def _execute_operations(self): self.pre_operations() self.NetworkInterfacesGet(ctx=self.ctx)() self.post_operations() @register_callback def pre_operations(self): pass @register_callback def post_operations(self): pass def _output(self, *args, **kwargs): result = self.deserialize_output(self.ctx.vars.instance, client_flatten=True) return result class NetworkInterfacesGet(AAZHttpOperation): CLIENT_TYPE = "MgmtClient" def __call__(self, *args, **kwargs): request = self.make_request() session = self.client.send_request(request=request, stream=False, **kwargs) if session.http_response.status_code in [200]: return self.on_200(session) return self.on_error(session.http_response) @property def url(self): return self.client.format_url( "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/networkInterfaces/{networkInterfaceName}", **self.url_parameters ) @property def method(self): return "GET" @property def error_format(self): return "MgmtErrorFormat" @property def url_parameters(self): parameters = { **self.serialize_url_param( "networkInterfaceName", self.ctx.args.name, required=True, ), **self.serialize_url_param( "resourceGroupName", self.ctx.args.resource_group, required=True, ), **self.serialize_url_param( "subscriptionId", self.ctx.subscription_id, required=True, ), } return parameters @property def query_parameters(self): parameters = { **self.serialize_query_param( "$expand", self.ctx.args.expand, ), **self.serialize_query_param( "api-version", "2015-06-15", required=True, ), } return parameters @property def header_parameters(self): parameters = { **self.serialize_header_param( "Accept", "application/json", ), } return parameters def on_200(self, session): data = self.deserialize_http_content(session) self.ctx.set_var("instance", data, schema_builder=self._build_schema_on_200) _schema_on_200 = None @classmethod def _build_schema_on_200(cls): if cls._schema_on_200 is not None: return cls._schema_on_200 cls._schema_on_200 = AAZObjectType() _ShowHelper._build_schema_network_interface_read(cls._schema_on_200) return cls._schema_on_200 class _ShowHelper: """Helper class for Show""" _schema_ip_configuration_read = None @classmethod def _build_schema_ip_configuration_read(cls, _schema): if cls._schema_ip_configuration_read is not None: _schema.etag = cls._schema_ip_configuration_read.etag _schema.id = cls._schema_ip_configuration_read.id _schema.name = cls._schema_ip_configuration_read.name _schema.properties = cls._schema_ip_configuration_read.properties return cls._schema_ip_configuration_read = ( _schema_ip_configuration_read ) = AAZObjectType() ip_configuration_read = _schema_ip_configuration_read ip_configuration_read.etag = AAZStrType() ip_configuration_read.id = AAZStrType() ip_configuration_read.name = AAZStrType() ip_configuration_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_ip_configuration_read.properties properties.private_ip_address = AAZStrType( serialized_name="privateIPAddress", ) properties.private_ip_allocation_method = AAZStrType( serialized_name="privateIPAllocationMethod", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_address = AAZObjectType( serialized_name="publicIPAddress", ) cls._build_schema_public_ip_address_read(properties.public_ip_address) properties.subnet = AAZObjectType() cls._build_schema_subnet_read(properties.subnet) _schema.etag = cls._schema_ip_configuration_read.etag _schema.id = cls._schema_ip_configuration_read.id _schema.name = cls._schema_ip_configuration_read.name _schema.properties = cls._schema_ip_configuration_read.properties _schema_network_interface_ip_configuration_read = None @classmethod def _build_schema_network_interface_ip_configuration_read(cls, _schema): if cls._schema_network_interface_ip_configuration_read is not None: _schema.etag = cls._schema_network_interface_ip_configuration_read.etag _schema.id = cls._schema_network_interface_ip_configuration_read.id _schema.name = cls._schema_network_interface_ip_configuration_read.name _schema.properties = ( cls._schema_network_interface_ip_configuration_read.properties ) return cls._schema_network_interface_ip_configuration_read = ( _schema_network_interface_ip_configuration_read ) = AAZObjectType() network_interface_ip_configuration_read = ( _schema_network_interface_ip_configuration_read ) network_interface_ip_configuration_read.etag = AAZStrType() network_interface_ip_configuration_read.id = AAZStrType() network_interface_ip_configuration_read.name = AAZStrType() network_interface_ip_configuration_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_network_interface_ip_configuration_read.properties properties.load_balancer_backend_address_pools = AAZListType( serialized_name="loadBalancerBackendAddressPools", ) properties.load_balancer_inbound_nat_rules = AAZListType( serialized_name="loadBalancerInboundNatRules", ) properties.primary = AAZBoolType() properties.private_ip_address = AAZStrType( serialized_name="privateIPAddress", ) properties.private_ip_allocation_method = AAZStrType( serialized_name="privateIPAllocationMethod", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_address = AAZObjectType( serialized_name="publicIPAddress", ) cls._build_schema_public_ip_address_read(properties.public_ip_address) properties.subnet = AAZObjectType() cls._build_schema_subnet_read(properties.subnet) load_balancer_backend_address_pools = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools ) load_balancer_backend_address_pools.Element = AAZObjectType() _element = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element ) _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties ) properties.backend_ip_configurations = AAZListType( serialized_name="backendIPConfigurations", flags={"read_only": True}, ) properties.load_balancing_rules = AAZListType( serialized_name="loadBalancingRules", flags={"read_only": True}, ) properties.outbound_nat_rule = AAZObjectType( serialized_name="outboundNatRule", ) cls._build_schema_sub_resource_read(properties.outbound_nat_rule) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) backend_ip_configurations = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties.backend_ip_configurations ) backend_ip_configurations.Element = AAZObjectType() cls._build_schema_network_interface_ip_configuration_read( backend_ip_configurations.Element ) load_balancing_rules = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties.load_balancing_rules ) load_balancing_rules.Element = AAZObjectType() cls._build_schema_sub_resource_read(load_balancing_rules.Element) load_balancer_inbound_nat_rules = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules ) load_balancer_inbound_nat_rules.Element = AAZObjectType() _element = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules.Element ) _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules.Element.properties ) properties.backend_ip_configuration = AAZObjectType( serialized_name="backendIPConfiguration", ) cls._build_schema_network_interface_ip_configuration_read( properties.backend_ip_configuration ) properties.backend_port = AAZIntType( serialized_name="backendPort", ) properties.enable_floating_ip = AAZBoolType( serialized_name="enableFloatingIP", ) properties.frontend_ip_configuration = AAZObjectType( serialized_name="frontendIPConfiguration", ) cls._build_schema_sub_resource_read(properties.frontend_ip_configuration) properties.frontend_port = AAZIntType( serialized_name="frontendPort", ) properties.idle_timeout_in_minutes = AAZIntType( serialized_name="idleTimeoutInMinutes", ) properties.protocol = AAZStrType() properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) _schema.etag = cls._schema_network_interface_ip_configuration_read.etag _schema.id = cls._schema_network_interface_ip_configuration_read.id _schema.name = cls._schema_network_interface_ip_configuration_read.name _schema.properties = ( cls._schema_network_interface_ip_configuration_read.properties ) _schema_network_interface_read = None @classmethod def _build_schema_network_interface_read(cls, _schema): if cls._schema_network_interface_read is not None: _schema.etag = cls._schema_network_interface_read.etag _schema.id = cls._schema_network_interface_read.id _schema.location = cls._schema_network_interface_read.location _schema.name = cls._schema_network_interface_read.name _schema.properties = cls._schema_network_interface_read.properties _schema.tags = cls._schema_network_interface_read.tags _schema.type = cls._schema_network_interface_read.type return cls._schema_network_interface_read = ( _schema_network_interface_read ) = AAZObjectType() network_interface_read = _schema_network_interface_read network_interface_read.etag = AAZStrType() network_interface_read.id = AAZStrType() network_interface_read.location = AAZStrType() network_interface_read.name = AAZStrType( flags={"read_only": True}, ) network_interface_read.properties = AAZObjectType( flags={"client_flatten": True}, ) network_interface_read.tags = AAZDictType() network_interface_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_network_interface_read.properties properties.dns_settings = AAZObjectType( serialized_name="dnsSettings", ) properties.enable_ip_forwarding = AAZBoolType( serialized_name="enableIPForwarding", ) properties.ip_configurations = AAZListType( serialized_name="ipConfigurations", ) properties.mac_address = AAZStrType( serialized_name="macAddress", ) properties.network_security_group = AAZObjectType( serialized_name="networkSecurityGroup", ) cls._build_schema_network_security_group_read(properties.network_security_group) properties.primary = AAZBoolType() properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) properties.virtual_machine = AAZObjectType( serialized_name="virtualMachine", ) cls._build_schema_sub_resource_read(properties.virtual_machine) dns_settings = _schema_network_interface_read.properties.dns_settings dns_settings.applied_dns_servers = AAZListType( serialized_name="appliedDnsServers", ) dns_settings.dns_servers = AAZListType( serialized_name="dnsServers", ) dns_settings.internal_dns_name_label = AAZStrType( serialized_name="internalDnsNameLabel", ) dns_settings.internal_fqdn = AAZStrType( serialized_name="internalFqdn", ) applied_dns_servers = ( _schema_network_interface_read.properties.dns_settings.applied_dns_servers ) applied_dns_servers.Element = AAZStrType() dns_servers = _schema_network_interface_read.properties.dns_settings.dns_servers dns_servers.Element = AAZStrType() ip_configurations = _schema_network_interface_read.properties.ip_configurations ip_configurations.Element = AAZObjectType() cls._build_schema_network_interface_ip_configuration_read( ip_configurations.Element ) tags = _schema_network_interface_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_network_interface_read.etag _schema.id = cls._schema_network_interface_read.id _schema.location = cls._schema_network_interface_read.location _schema.name = cls._schema_network_interface_read.name _schema.properties = cls._schema_network_interface_read.properties _schema.tags = cls._schema_network_interface_read.tags _schema.type = cls._schema_network_interface_read.type _schema_network_security_group_read = None @classmethod def _build_schema_network_security_group_read(cls, _schema): if cls._schema_network_security_group_read is not None: _schema.etag = cls._schema_network_security_group_read.etag _schema.id = cls._schema_network_security_group_read.id _schema.location = cls._schema_network_security_group_read.location _schema.name = cls._schema_network_security_group_read.name _schema.properties = cls._schema_network_security_group_read.properties _schema.tags = cls._schema_network_security_group_read.tags _schema.type = cls._schema_network_security_group_read.type return cls._schema_network_security_group_read = ( _schema_network_security_group_read ) = AAZObjectType() network_security_group_read = _schema_network_security_group_read network_security_group_read.etag = AAZStrType() network_security_group_read.id = AAZStrType() network_security_group_read.location = AAZStrType() network_security_group_read.name = AAZStrType( flags={"read_only": True}, ) network_security_group_read.properties = AAZObjectType( flags={"client_flatten": True}, ) network_security_group_read.tags = AAZDictType() network_security_group_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_network_security_group_read.properties properties.default_security_rules = AAZListType( serialized_name="defaultSecurityRules", ) properties.network_interfaces = AAZListType( serialized_name="networkInterfaces", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) properties.security_rules = AAZListType( serialized_name="securityRules", ) properties.subnets = AAZListType() default_security_rules = ( _schema_network_security_group_read.properties.default_security_rules ) default_security_rules.Element = AAZObjectType() cls._build_schema_security_rule_read(default_security_rules.Element) network_interfaces = ( _schema_network_security_group_read.properties.network_interfaces ) network_interfaces.Element = AAZObjectType() cls._build_schema_network_interface_read(network_interfaces.Element) security_rules = _schema_network_security_group_read.properties.security_rules security_rules.Element = AAZObjectType() cls._build_schema_security_rule_read(security_rules.Element) subnets = _schema_network_security_group_read.properties.subnets subnets.Element = AAZObjectType() cls._build_schema_subnet_read(subnets.Element) tags = _schema_network_security_group_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_network_security_group_read.etag _schema.id = cls._schema_network_security_group_read.id _schema.location = cls._schema_network_security_group_read.location _schema.name = cls._schema_network_security_group_read.name _schema.properties = cls._schema_network_security_group_read.properties _schema.tags = cls._schema_network_security_group_read.tags _schema.type = cls._schema_network_security_group_read.type _schema_public_ip_address_read = None @classmethod def _build_schema_public_ip_address_read(cls, _schema): if cls._schema_public_ip_address_read is not None: _schema.etag = cls._schema_public_ip_address_read.etag _schema.id = cls._schema_public_ip_address_read.id _schema.location = cls._schema_public_ip_address_read.location _schema.name = cls._schema_public_ip_address_read.name _schema.properties = cls._schema_public_ip_address_read.properties _schema.tags = cls._schema_public_ip_address_read.tags _schema.type = cls._schema_public_ip_address_read.type return cls._schema_public_ip_address_read = ( _schema_public_ip_address_read ) = AAZObjectType() public_ip_address_read = _schema_public_ip_address_read public_ip_address_read.etag = AAZStrType() public_ip_address_read.id = AAZStrType() public_ip_address_read.location = AAZStrType() public_ip_address_read.name = AAZStrType( flags={"read_only": True}, ) public_ip_address_read.properties = AAZObjectType( flags={"client_flatten": True}, ) public_ip_address_read.tags = AAZDictType() public_ip_address_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_public_ip_address_read.properties properties.dns_settings = AAZObjectType( serialized_name="dnsSettings", ) properties.idle_timeout_in_minutes = AAZIntType( serialized_name="idleTimeoutInMinutes", ) properties.ip_address = AAZStrType( serialized_name="ipAddress", ) properties.ip_configuration = AAZObjectType( serialized_name="ipConfiguration", ) cls._build_schema_ip_configuration_read(properties.ip_configuration) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_allocation_method = AAZStrType( serialized_name="publicIPAllocationMethod", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) dns_settings = _schema_public_ip_address_read.properties.dns_settings dns_settings.domain_name_label = AAZStrType( serialized_name="domainNameLabel", ) dns_settings.fqdn = AAZStrType() dns_settings.reverse_fqdn = AAZStrType( serialized_name="reverseFqdn", ) tags = _schema_public_ip_address_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_public_ip_address_read.etag _schema.id = cls._schema_public_ip_address_read.id _schema.location = cls._schema_public_ip_address_read.location _schema.name = cls._schema_public_ip_address_read.name _schema.properties = cls._schema_public_ip_address_read.properties _schema.tags = cls._schema_public_ip_address_read.tags _schema.type = cls._schema_public_ip_address_read.type _schema_security_rule_read = None @classmethod def _build_schema_security_rule_read(cls, _schema): if cls._schema_security_rule_read is not None: _schema.etag = cls._schema_security_rule_read.etag _schema.id = cls._schema_security_rule_read.id _schema.name = cls._schema_security_rule_read.name _schema.properties = cls._schema_security_rule_read.properties return cls._schema_security_rule_read = _schema_security_rule_read = AAZObjectType() security_rule_read = _schema_security_rule_read security_rule_read.etag = AAZStrType() security_rule_read.id = AAZStrType() security_rule_read.name = AAZStrType() security_rule_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_security_rule_read.properties properties.access = AAZStrType( flags={"required": True}, ) properties.description = AAZStrType() properties.destination_address_prefix = AAZStrType( serialized_name="destinationAddressPrefix", flags={"required": True}, ) properties.destination_port_range = AAZStrType( serialized_name="destinationPortRange", ) properties.direction = AAZStrType( flags={"required": True}, ) properties.priority = AAZIntType() properties.protocol = AAZStrType( flags={"required": True}, ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.source_address_prefix = AAZStrType( serialized_name="sourceAddressPrefix", flags={"required": True}, ) properties.source_port_range = AAZStrType( serialized_name="sourcePortRange", ) _schema.etag = cls._schema_security_rule_read.etag _schema.id = cls._schema_security_rule_read.id _schema.name = cls._schema_security_rule_read.name _schema.properties = cls._schema_security_rule_read.properties _schema_sub_resource_read = None @classmethod def _build_schema_sub_resource_read(cls, _schema): if cls._schema_sub_resource_read is not None: _schema.id = cls._schema_sub_resource_read.id return cls._schema_sub_resource_read = _schema_sub_resource_read = AAZObjectType() sub_resource_read = _schema_sub_resource_read sub_resource_read.id = AAZStrType() _schema.id = cls._schema_sub_resource_read.id _schema_subnet_read = None @classmethod def _build_schema_subnet_read(cls, _schema): if cls._schema_subnet_read is not None: _schema.etag = cls._schema_subnet_read.etag _schema.id = cls._schema_subnet_read.id _schema.name = cls._schema_subnet_read.name _schema.properties = cls._schema_subnet_read.properties return cls._schema_subnet_read = _schema_subnet_read = AAZObjectType() subnet_read = _schema_subnet_read subnet_read.etag = AAZStrType() subnet_read.id = AAZStrType() subnet_read.name = AAZStrType() subnet_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_subnet_read.properties properties.address_prefix = AAZStrType( serialized_name="addressPrefix", ) properties.ip_configurations = AAZListType( serialized_name="ipConfigurations", flags={"read_only": True}, ) properties.network_security_group = AAZObjectType( serialized_name="networkSecurityGroup", ) cls._build_schema_network_security_group_read(properties.network_security_group) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.route_table = AAZObjectType( serialized_name="routeTable", ) ip_configurations = _schema_subnet_read.properties.ip_configurations ip_configurations.Element = AAZObjectType() cls._build_schema_ip_configuration_read(ip_configurations.Element) route_table = _schema_subnet_read.properties.route_table route_table.etag = AAZStrType() route_table.id = AAZStrType() route_table.location = AAZStrType() route_table.name = AAZStrType( flags={"read_only": True}, ) route_table.properties = AAZObjectType( flags={"client_flatten": True}, ) route_table.tags = AAZDictType() route_table.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_subnet_read.properties.route_table.properties properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.routes = AAZListType() properties.subnets = AAZListType() routes = _schema_subnet_read.properties.route_table.properties.routes routes.Element = AAZObjectType() _element = _schema_subnet_read.properties.route_table.properties.routes.Element _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_subnet_read.properties.route_table.properties.routes.Element.properties ) properties.address_prefix = AAZStrType( serialized_name="addressPrefix", ) properties.next_hop_ip_address = AAZStrType( serialized_name="nextHopIpAddress", ) properties.next_hop_type = AAZStrType( serialized_name="nextHopType", flags={"required": True}, ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) subnets = _schema_subnet_read.properties.route_table.properties.subnets subnets.Element = AAZObjectType() cls._build_schema_subnet_read(subnets.Element) tags = _schema_subnet_read.properties.route_table.tags tags.Element = AAZStrType() _schema.etag = cls._schema_subnet_read.etag _schema.id = cls._schema_subnet_read.id _schema.name = cls._schema_subnet_read.name _schema.properties = cls._schema_subnet_read.properties __all__ = ["Show"]
data/azure-cli-2.57.0/azure/cli/command_modules/network/aaz/profile_2017_03_09_profile/network/nic/_show.py
12,343
9,033
377,630
LOAD_CONST 'This module provides different kinds of serialization methods for XML event\nstreams.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('chain',) IMPORT_NAME itertools IMPORT_FROM chain STORE_NAME chain POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('escape', 'Attrs', 'Markup', 'QName', 'StreamEventKind') IMPORT_NAME genshi.core IMPORT_FROM escape STORE_NAME escape IMPORT_FROM Attrs STORE_NAME Attrs IMPORT_FROM Markup STORE_NAME Markup IMPORT_FROM QName STORE_NAME QName IMPORT_FROM StreamEventKind STORE_NAME StreamEventKind POP_TOP LOAD_CONST 0 LOAD_CONST ('START', 'END', 'TEXT', 'XML_DECL', 'DOCTYPE', 'START_NS', 'END_NS', 'START_CDATA', 'END_CDATA', 'PI', 'COMMENT', 'XML_NAMESPACE') IMPORT_NAME genshi.core IMPORT_FROM START STORE_NAME START IMPORT_FROM END STORE_NAME END IMPORT_FROM TEXT STORE_NAME TEXT IMPORT_FROM XML_DECL STORE_NAME XML_DECL IMPORT_FROM DOCTYPE STORE_NAME DOCTYPE IMPORT_FROM START_NS STORE_NAME START_NS IMPORT_FROM END_NS STORE_NAME END_NS IMPORT_FROM START_CDATA STORE_NAME START_CDATA IMPORT_FROM END_CDATA STORE_NAME END_CDATA IMPORT_FROM PI STORE_NAME PI IMPORT_FROM COMMENT STORE_NAME COMMENT IMPORT_FROM XML_NAMESPACE STORE_NAME XML_NAMESPACE POP_TOP LOAD_CONST 'encode' LOAD_CONST 'get_serializer' LOAD_CONST 'DocType' LOAD_CONST 'XMLSerializer' LOAD_CONST 'XHTMLSerializer' LOAD_CONST 'HTMLSerializer' LOAD_CONST 'TextSerializer' BUILD_LIST STORE_NAME __all__ LOAD_CONST 'restructuredtext en' STORE_NAME __docformat__ LOAD_CONST ('xml', None, None) LOAD_CONST <code object encode at 0x7faa75826930, file "f.py", line 38> LOAD_CONST 'encode' MAKE_FUNCTION STORE_NAME encode LOAD_CONST ('xml',) LOAD_CONST <code object get_serializer at 0x7faa75826a50, file "f.py", line 70> LOAD_CONST 'get_serializer' MAKE_FUNCTION STORE_NAME get_serializer LOAD_CONST (True,) LOAD_CONST <code object _prepare_cache at 0x7faa75826db0, file "f.py", line 92> LOAD_CONST '_prepare_cache' MAKE_FUNCTION STORE_NAME _prepare_cache LOAD_BUILD_CLASS LOAD_CONST <code object DocType at 0x7faa749dbed0, file "f.py", line 121> LOAD_CONST 'DocType' MAKE_FUNCTION LOAD_CONST 'DocType' LOAD_NAME object CALL_FUNCTION STORE_NAME DocType LOAD_BUILD_CLASS LOAD_CONST <code object XMLSerializer at 0x7faa749db270, file "f.py", line 224> LOAD_CONST 'XMLSerializer' MAKE_FUNCTION LOAD_CONST 'XMLSerializer' LOAD_NAME object CALL_FUNCTION STORE_NAME XMLSerializer LOAD_BUILD_CLASS LOAD_CONST <code object XHTMLSerializer at 0x7faa749dbc90, file "f.py", line 335> LOAD_CONST 'XHTMLSerializer' MAKE_FUNCTION LOAD_CONST 'XHTMLSerializer' LOAD_NAME XMLSerializer CALL_FUNCTION STORE_NAME XHTMLSerializer LOAD_BUILD_CLASS LOAD_CONST <code object HTMLSerializer at 0x7faa749db8a0, file "f.py", line 499> LOAD_CONST 'HTMLSerializer' MAKE_FUNCTION LOAD_CONST 'HTMLSerializer' LOAD_NAME XHTMLSerializer CALL_FUNCTION STORE_NAME HTMLSerializer LOAD_BUILD_CLASS LOAD_CONST <code object TextSerializer at 0x7faa749db9c0, file "f.py", line 616> LOAD_CONST 'TextSerializer' MAKE_FUNCTION LOAD_CONST 'TextSerializer' LOAD_NAME object CALL_FUNCTION STORE_NAME TextSerializer LOAD_BUILD_CLASS LOAD_CONST <code object EmptyTagFilter at 0x7faa749db030, file "f.py", line 663> LOAD_CONST 'EmptyTagFilter' MAKE_FUNCTION LOAD_CONST 'EmptyTagFilter' LOAD_NAME object CALL_FUNCTION STORE_NAME EmptyTagFilter LOAD_NAME EmptyTagFilter LOAD_ATTR EMPTY STORE_NAME EMPTY LOAD_BUILD_CLASS LOAD_CONST <code object NamespaceFlattener at 0x7faa754c6b70, file "f.py", line 688> LOAD_CONST 'NamespaceFlattener' MAKE_FUNCTION LOAD_CONST 'NamespaceFlattener' LOAD_NAME object CALL_FUNCTION STORE_NAME NamespaceFlattener LOAD_BUILD_CLASS LOAD_CONST <code object WhitespaceFilter at 0x7faa74756420, file "f.py", line 821> LOAD_CONST 'WhitespaceFilter' MAKE_FUNCTION LOAD_CONST 'WhitespaceFilter' LOAD_NAME object CALL_FUNCTION STORE_NAME WhitespaceFilter LOAD_BUILD_CLASS LOAD_CONST <code object DocTypeInserter at 0x7faa74756930, file "f.py", line 902> LOAD_CONST 'DocTypeInserter' MAKE_FUNCTION LOAD_CONST 'DocTypeInserter' LOAD_NAME object CALL_FUNCTION STORE_NAME DocTypeInserter LOAD_CONST None RETURN_VALUE LOAD_DEREF encoding LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST 'replace' STORE_DEREF errors LOAD_FAST method LOAD_CONST 'text' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST method LOAD_GLOBAL TextSerializer CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'xmlcharrefreplace' STORE_DEREF errors LOAD_CLOSURE encoding LOAD_CLOSURE errors BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faa758260c0, file "f.py", line 61> LOAD_CONST 'encode.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST _encode JUMP_FORWARD to 58 LOAD_CONST <code object <lambda> at 0x7faa75826b70, file "f.py", line 63> LOAD_CONST 'encode.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST _encode LOAD_FAST out LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST _encode LOAD_CONST '' LOAD_METHOD join LOAD_GLOBAL list LOAD_FAST iterator CALL_FUNCTION CALL_METHOD CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 112 LOAD_FAST iterator GET_ITER FOR_ITER to 110 STORE_FAST chunk LOAD_FAST out LOAD_METHOD write LOAD_FAST _encode LOAD_FAST chunk CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST string LOAD_METHOD encode LOAD_DEREF encoding LOAD_DEREF errors CALL_METHOD RETURN_VALUE LOAD_FAST string RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST method LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL XMLSerializer LOAD_GLOBAL XHTMLSerializer LOAD_GLOBAL HTMLSerializer LOAD_GLOBAL TextSerializer LOAD_CONST ('xml', 'xhtml', 'html', 'text') BUILD_CONST_KEY_MAP LOAD_FAST method LOAD_METHOD lower CALL_METHOD BINARY_SUBSCR STORE_FAST method LOAD_FAST method BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_DEREF cache LOAD_FAST use_cache POP_JUMP_IF_FALSE LOAD_CLOSURE cache BUILD_TUPLE LOAD_CONST <code object _emit at 0x7faa75826540, file "f.py", line 105> LOAD_CONST '_prepare_cache.<locals>._emit' MAKE_FUNCTION STORE_FAST _emit LOAD_DEREF cache LOAD_ATTR get STORE_FAST _get JUMP_FORWARD to 44 LOAD_CONST <code object _emit at 0x7faa75826c90, file "f.py", line 112> LOAD_CONST '_prepare_cache.<locals>._emit' MAKE_FUNCTION STORE_FAST _emit LOAD_CONST <code object _get at 0x7faa758265d0, file "f.py", line 115> LOAD_CONST '_prepare_cache.<locals>._get' MAKE_FUNCTION STORE_FAST _get LOAD_FAST _emit LOAD_FAST _get LOAD_DEREF cache BUILD_TUPLE RETURN_VALUE LOAD_FAST output LOAD_DEREF cache LOAD_FAST kind LOAD_FAST input BUILD_TUPLE STORE_SUBSCR LOAD_FAST output RETURN_VALUE LOAD_FAST output RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DocType' STORE_NAME __qualname__ LOAD_CONST 'Defines a number of commonly used DOCTYPE declarations as constants.' STORE_NAME __doc__ LOAD_CONST ('html', '-//W3C//DTD HTML 4.01//EN', 'http://www.w3.org/TR/html4/strict.dtd') STORE_NAME HTML_STRICT LOAD_CONST ('html', '-//W3C//DTD HTML 4.01 Transitional//EN', 'http://www.w3.org/TR/html4/loose.dtd') STORE_NAME HTML_TRANSITIONAL LOAD_CONST ('html', '-//W3C//DTD HTML 4.01 Frameset//EN', 'http://www.w3.org/TR/html4/frameset.dtd') STORE_NAME HTML_FRAMESET LOAD_NAME HTML_STRICT STORE_NAME HTML LOAD_CONST ('html', None, None) STORE_NAME HTML5 LOAD_CONST ('html', '-//W3C//DTD XHTML 1.0 Strict//EN', 'http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd') STORE_NAME XHTML_STRICT LOAD_CONST ('html', '-//W3C//DTD XHTML 1.0 Transitional//EN', 'http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd') STORE_NAME XHTML_TRANSITIONAL LOAD_CONST ('html', '-//W3C//DTD XHTML 1.0 Frameset//EN', 'http://www.w3.org/TR/xhtml1/DTD/xhtml1-frameset.dtd') STORE_NAME XHTML_FRAMESET LOAD_NAME XHTML_STRICT STORE_NAME XHTML LOAD_CONST ('html', '-//W3C//DTD XHTML 1.1//EN', 'http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd') STORE_NAME XHTML11 LOAD_CONST ('svg', '-//W3C//DTD SVG 1.1//EN', 'http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd') STORE_NAME SVG_FULL LOAD_CONST ('svg', '-//W3C//DTD SVG Basic 1.1//EN', 'http://www.w3.org/Graphics/SVG/1.1/DTD/svg11-basic.dtd') STORE_NAME SVG_BASIC LOAD_CONST ('svg', '-//W3C//DTD SVG Tiny 1.1//EN', 'http://www.w3.org/Graphics/SVG/1.1/DTD/svg11-tiny.dtd') STORE_NAME SVG_TINY LOAD_NAME SVG_FULL STORE_NAME SVG LOAD_NAME classmethod LOAD_CONST <code object get at 0x7faa749db390, file "f.py", line 183> LOAD_CONST 'DocType.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR HTML LOAD_FAST cls LOAD_ATTR HTML_STRICT LOAD_GLOBAL DocType LOAD_ATTR HTML_TRANSITIONAL LOAD_GLOBAL DocType LOAD_ATTR HTML_FRAMESET LOAD_FAST cls LOAD_ATTR HTML5 LOAD_FAST cls LOAD_ATTR XHTML LOAD_FAST cls LOAD_ATTR XHTML_STRICT LOAD_FAST cls LOAD_ATTR XHTML_TRANSITIONAL LOAD_FAST cls LOAD_ATTR XHTML_FRAMESET LOAD_FAST cls LOAD_ATTR XHTML11 LOAD_FAST cls LOAD_ATTR SVG LOAD_FAST cls LOAD_ATTR SVG_FULL LOAD_FAST cls LOAD_ATTR SVG_BASIC LOAD_FAST cls LOAD_ATTR SVG_TINY LOAD_CONST ('html', 'html-strict', 'html-transitional', 'html-frameset', 'html5', 'xhtml', 'xhtml-strict', 'xhtml-transitional', 'xhtml-frameset', 'xhtml11', 'svg', 'svg-full', 'svg-basic', 'svg-tiny') BUILD_CONST_KEY_MAP LOAD_METHOD get LOAD_FAST name LOAD_METHOD lower CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'XMLSerializer' STORE_NAME __qualname__ LOAD_CONST 'Produces XML text from an event stream.\n\n >>> from genshi.builder import tag\n >>> elem = tag.div(tag.a(href=\'foo\'), tag.br, tag.hr(noshade=True))\n >>> print(\'\'.join(XMLSerializer()(elem.generate())))\n <div><a href="foo"/><br/><hr noshade="True"/></div>\n ' STORE_NAME __doc__ LOAD_NAME frozenset CALL_FUNCTION STORE_NAME _PRESERVE_SPACE LOAD_CONST (None, True, None, True) LOAD_CONST <code object __init__ at 0x7faa749db5d0, file "f.py", line 235> LOAD_CONST 'XMLSerializer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _prepare_cache at 0x7faa749db540, file "f.py", line 261> LOAD_CONST 'XMLSerializer._prepare_cache' MAKE_FUNCTION STORE_NAME _prepare_cache LOAD_CONST <code object __call__ at 0x7faa749dbd20, file "f.py", line 264> LOAD_CONST 'XMLSerializer.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL EmptyTagFilter CALL_FUNCTION BUILD_LIST LOAD_FAST self STORE_ATTR filters LOAD_FAST strip_whitespace POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL WhitespaceFilter LOAD_FAST self LOAD_ATTR _PRESERVE_SPACE CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL NamespaceFlattener LOAD_FAST namespace_prefixes LOAD_FAST cache LOAD_CONST ('prefixes', 'cache') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST doctype POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL DocTypeInserter LOAD_FAST doctype CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST cache LOAD_FAST self STORE_ATTR cache LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _prepare_cache LOAD_FAST self LOAD_ATTR cache CALL_FUNCTION LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_CONST False DUP_TOP STORE_FAST have_decl STORE_FAST have_doctype LOAD_CONST False STORE_FAST in_cdata LOAD_FAST self LOAD_METHOD _prepare_cache CALL_METHOD UNPACK_SEQUENCE STORE_FAST _emit STORE_FAST _get SETUP_LOOP to 48 LOAD_FAST self LOAD_ATTR filters GET_ITER FOR_ITER to 46 STORE_FAST filter_ LOAD_FAST filter_ LOAD_FAST stream CALL_FUNCTION STORE_FAST stream JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 712 LOAD_FAST stream GET_ITER EXTENDED_ARG FOR_ITER to 710 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST pos LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL Markup CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST _get LOAD_FAST kind LOAD_FAST data BUILD_TUPLE CALL_FUNCTION STORE_FAST cached LOAD_FAST cached LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cached YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST tag STORE_FAST attrib LOAD_CONST '<' LOAD_FAST tag BUILD_LIST STORE_FAST buf SETUP_LOOP to 194 LOAD_FAST attrib GET_ITER FOR_ITER to 192 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST value LOAD_FAST buf LOAD_CONST ' ' LOAD_FAST attr LOAD_CONST '="' LOAD_GLOBAL escape LOAD_FAST value CALL_FUNCTION LOAD_CONST '"' BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_ABSOLUTE POP_BLOCK LOAD_FAST buf LOAD_METHOD append LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST '/>' JUMP_IF_TRUE_OR_POP LOAD_CONST '>' CALL_METHOD POP_TOP LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '</%s>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST in_cdata EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_FAST data CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_FORWARD to 330 LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL escape LOAD_FAST data LOAD_CONST False LOAD_CONST ('quotes',) CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL COMMENT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<!--%s-->' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL XML_DECL COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST have_decl EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST version STORE_FAST encoding STORE_FAST standalone LOAD_CONST '<?xml version="%s"' LOAD_FAST version BINARY_MODULO BUILD_LIST STORE_FAST buf LOAD_FAST encoding EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' encoding="%s"' LOAD_FAST encoding BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST standalone LOAD_CONST -1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST standalone EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'yes' EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST 'no' STORE_FAST standalone LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' standalone="%s"' LOAD_FAST standalone BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD append LOAD_CONST '?>\n' CALL_METHOD POP_TOP LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST have_decl JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL DOCTYPE COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST have_doctype EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST name STORE_FAST pubid STORE_FAST sysid LOAD_CONST '<!DOCTYPE %s' BUILD_LIST STORE_FAST buf LOAD_FAST pubid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' PUBLIC "%s"' CALL_METHOD POP_TOP JUMP_FORWARD to 560 LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' SYSTEM' CALL_METHOD POP_TOP LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' "%s"' CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD append LOAD_CONST '>\n' CALL_METHOD POP_TOP LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7faa749db810, file "f.py", line 320> LOAD_CONST 'XMLSerializer.__call__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION CALL_FUNCTION BINARY_MODULO YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST have_doctype JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Markup LOAD_CONST '<![CDATA[' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST in_cdata JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Markup LOAD_CONST ']]>' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST False STORE_FAST in_cdata JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL PI COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<?%s %s?>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST p LOAD_FAST p POP_JUMP_IF_FALSE LOAD_FAST p LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'XHTMLSerializer' STORE_NAME __qualname__ LOAD_CONST 'Produces XHTML text from an event stream.\n\n >>> from genshi.builder import tag\n >>> elem = tag.div(tag.a(href=\'foo\'), tag.br, tag.hr(noshade=True))\n >>> print(\'\'.join(XHTMLSerializer()(elem.generate())))\n <div><a href="foo"></a><br /><hr noshade="noshade" /></div>\n ' STORE_NAME __doc__ LOAD_NAME frozenset LOAD_CONST 'area' LOAD_CONST 'base' LOAD_CONST 'basefont' LOAD_CONST 'br' LOAD_CONST 'col' LOAD_CONST 'frame' LOAD_CONST 'hr' LOAD_CONST 'img' LOAD_CONST 'input' LOAD_CONST 'isindex' LOAD_CONST 'link' LOAD_CONST 'meta' LOAD_CONST 'param' BUILD_LIST CALL_FUNCTION STORE_NAME _EMPTY_ELEMS LOAD_NAME frozenset LOAD_CONST 'selected' LOAD_CONST 'checked' LOAD_CONST 'compact' LOAD_CONST 'declare' LOAD_CONST 'defer' LOAD_CONST 'disabled' LOAD_CONST 'ismap' LOAD_CONST 'multiple' LOAD_CONST 'nohref' LOAD_CONST 'noresize' LOAD_CONST 'noshade' LOAD_CONST 'nowrap' LOAD_CONST 'autofocus' LOAD_CONST 'readonly' LOAD_CONST 'required' LOAD_CONST 'formnovalidate' BUILD_LIST CALL_FUNCTION STORE_NAME _BOOLEAN_ATTRS LOAD_NAME frozenset LOAD_NAME QName LOAD_CONST 'pre' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'http://www.w3.org/1999/xhtml}pre' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'textarea' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'http://www.w3.org/1999/xhtml}textarea' CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_NAME _PRESERVE_SPACE LOAD_CONST (None, True, None, True, True) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa749db780, file "f.py", line 390> LOAD_CONST 'XHTMLSerializer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7faa749dbe40, file "f.py", line 412> LOAD_CONST 'XHTMLSerializer.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL XHTMLSerializer LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST doctype LOAD_CONST False CALL_METHOD POP_TOP LOAD_GLOBAL EmptyTagFilter CALL_FUNCTION BUILD_LIST LOAD_FAST self STORE_ATTR filters LOAD_FAST strip_whitespace POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL WhitespaceFilter LOAD_FAST self LOAD_ATTR _PRESERVE_SPACE CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST namespace_prefixes JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST namespace_prefixes LOAD_CONST '' LOAD_FAST namespace_prefixes LOAD_CONST 'http://www.w3.org/1999/xhtml' STORE_SUBSCR LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL NamespaceFlattener LOAD_FAST namespace_prefixes LOAD_FAST cache LOAD_CONST ('prefixes', 'cache') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST doctype POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL DocTypeInserter LOAD_FAST doctype CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST drop_xml_decl LOAD_FAST self STORE_ATTR drop_xml_decl LOAD_FAST cache LOAD_FAST self STORE_ATTR cache LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _BOOLEAN_ATTRS STORE_FAST boolean_attrs LOAD_FAST self LOAD_ATTR _EMPTY_ELEMS STORE_FAST empty_elems LOAD_FAST self LOAD_ATTR drop_xml_decl STORE_FAST drop_xml_decl LOAD_CONST False DUP_TOP STORE_FAST have_decl STORE_FAST have_doctype LOAD_CONST False STORE_FAST in_cdata LOAD_FAST self LOAD_METHOD _prepare_cache CALL_METHOD UNPACK_SEQUENCE STORE_FAST _emit STORE_FAST _get SETUP_LOOP to 66 LOAD_FAST self LOAD_ATTR filters GET_ITER FOR_ITER to 64 STORE_FAST filter_ LOAD_FAST filter_ LOAD_FAST stream CALL_FUNCTION STORE_FAST stream JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 834 LOAD_FAST stream GET_ITER EXTENDED_ARG FOR_ITER to 832 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST pos LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL Markup CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST _get LOAD_FAST kind LOAD_FAST data BUILD_TUPLE CALL_FUNCTION STORE_FAST cached LOAD_FAST cached LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cached YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST tag STORE_FAST attrib LOAD_CONST '<' LOAD_FAST tag BUILD_LIST STORE_FAST buf SETUP_LOOP to 274 LOAD_FAST attrib GET_ITER FOR_ITER to 272 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST value LOAD_FAST attr LOAD_FAST boolean_attrs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST attr STORE_FAST value JUMP_FORWARD to 248 LOAD_FAST attr LOAD_CONST 'xml:lang' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'lang' LOAD_FAST attrib COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_CONST ' lang="' LOAD_GLOBAL escape LOAD_FAST value CALL_FUNCTION LOAD_CONST '"' BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_FORWARD to 248 LOAD_FAST attr LOAD_CONST 'xml:space' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST buf LOAD_CONST ' ' LOAD_FAST attr LOAD_CONST '="' LOAD_GLOBAL escape LOAD_FAST value CALL_FUNCTION LOAD_CONST '"' BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_ABSOLUTE POP_BLOCK LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tag LOAD_FAST empty_elems COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' />' CALL_METHOD POP_TOP JUMP_FORWARD to 320 LOAD_FAST buf LOAD_METHOD append LOAD_CONST '></%s>' LOAD_FAST tag BINARY_MODULO CALL_METHOD POP_TOP JUMP_FORWARD to 332 LOAD_FAST buf LOAD_METHOD append LOAD_CONST '>' CALL_METHOD POP_TOP LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '</%s>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST in_cdata EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_FAST data CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_FORWARD to 446 LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL escape LOAD_FAST data LOAD_CONST False LOAD_CONST ('quotes',) CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL COMMENT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<!--%s-->' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL DOCTYPE COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST have_doctype EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST name STORE_FAST pubid STORE_FAST sysid LOAD_CONST '<!DOCTYPE %s' BUILD_LIST STORE_FAST buf LOAD_FAST pubid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' PUBLIC "%s"' CALL_METHOD POP_TOP JUMP_FORWARD to 548 LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' SYSTEM' CALL_METHOD POP_TOP LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' "%s"' CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD append LOAD_CONST '>\n' CALL_METHOD POP_TOP LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7faa749db930, file "f.py", line 472> LOAD_CONST 'XHTMLSerializer.__call__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION CALL_FUNCTION BINARY_MODULO YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST have_doctype JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL XML_DECL COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST have_decl EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST drop_xml_decl EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST version STORE_FAST encoding STORE_FAST standalone LOAD_CONST '<?xml version="%s"' LOAD_FAST version BINARY_MODULO BUILD_LIST STORE_FAST buf LOAD_FAST encoding EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' encoding="%s"' LOAD_FAST encoding BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST standalone LOAD_CONST -1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST standalone EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'yes' EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST 'no' STORE_FAST standalone LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' standalone="%s"' LOAD_FAST standalone BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD append LOAD_CONST '?>\n' CALL_METHOD POP_TOP LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST have_decl JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Markup LOAD_CONST '<![CDATA[' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST in_cdata JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Markup LOAD_CONST ']]>' CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST False STORE_FAST in_cdata JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL PI COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<?%s %s?>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST p LOAD_FAST p POP_JUMP_IF_FALSE LOAD_FAST p LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HTMLSerializer' STORE_NAME __qualname__ LOAD_CONST 'Produces HTML text from an event stream.\n\n >>> from genshi.builder import tag\n >>> elem = tag.div(tag.a(href=\'foo\'), tag.br, tag.hr(noshade=True))\n >>> print(\'\'.join(HTMLSerializer()(elem.generate())))\n <div><a href="foo"></a><br><hr noshade></div>\n ' STORE_NAME __doc__ LOAD_NAME frozenset LOAD_NAME QName LOAD_CONST 'script' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'http://www.w3.org/1999/xhtml}script' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'style' CALL_FUNCTION LOAD_NAME QName LOAD_CONST 'http://www.w3.org/1999/xhtml}style' CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_NAME _NOESCAPE_ELEMS LOAD_CONST (None, True, True) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa749dbae0, file "f.py", line 517> LOAD_CONST 'HTMLSerializer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7faa749db0c0, file "f.py", line 544> LOAD_CONST 'HTMLSerializer.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL HTMLSerializer LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST doctype LOAD_CONST False CALL_METHOD POP_TOP LOAD_GLOBAL EmptyTagFilter CALL_FUNCTION BUILD_LIST LOAD_FAST self STORE_ATTR filters LOAD_FAST strip_whitespace POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL WhitespaceFilter LOAD_FAST self LOAD_ATTR _PRESERVE_SPACE LOAD_FAST self LOAD_ATTR _NOESCAPE_ELEMS CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL NamespaceFlattener LOAD_CONST 'http://www.w3.org/1999/xhtml' LOAD_CONST '' BUILD_MAP LOAD_FAST cache LOAD_CONST ('prefixes', 'cache') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST doctype POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filters LOAD_METHOD append LOAD_GLOBAL DocTypeInserter LOAD_FAST doctype CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR cache LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _BOOLEAN_ATTRS STORE_FAST boolean_attrs LOAD_FAST self LOAD_ATTR _EMPTY_ELEMS STORE_FAST empty_elems LOAD_FAST self LOAD_ATTR _NOESCAPE_ELEMS STORE_FAST noescape_elems LOAD_CONST False STORE_FAST have_doctype LOAD_CONST False STORE_FAST noescape LOAD_FAST self LOAD_METHOD _prepare_cache CALL_METHOD UNPACK_SEQUENCE STORE_FAST _emit STORE_FAST _get SETUP_LOOP to 62 LOAD_FAST self LOAD_ATTR filters GET_ITER FOR_ITER to 60 STORE_FAST filter_ LOAD_FAST filter_ LOAD_FAST stream CALL_FUNCTION STORE_FAST stream JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 722 LOAD_FAST stream GET_ITER EXTENDED_ARG FOR_ITER to 720 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST _ LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL Markup CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST _get LOAD_FAST kind LOAD_FAST data BUILD_TUPLE CALL_FUNCTION STORE_FAST output LOAD_FAST output LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output YIELD_VALUE POP_TOP LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST noescape_elems COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST noescape JUMP_FORWARD to 180 LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST noescape JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST tag STORE_FAST attrib LOAD_CONST '<' LOAD_FAST tag BUILD_LIST STORE_FAST buf SETUP_LOOP to 344 LOAD_FAST attrib GET_ITER FOR_ITER to 342 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST value LOAD_FAST attr LOAD_FAST boolean_attrs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST value EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_CONST ' ' LOAD_FAST attr BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_ABSOLUTE LOAD_CONST ':' LOAD_FAST attr COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_CONST 'xml:lang' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'lang' LOAD_FAST attrib COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_CONST ' lang="' LOAD_GLOBAL escape LOAD_FAST value CALL_FUNCTION LOAD_CONST '"' BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_ABSOLUTE LOAD_FAST attr LOAD_CONST 'xmlns' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_CONST ' ' LOAD_FAST attr LOAD_CONST '="' LOAD_GLOBAL escape LOAD_FAST value CALL_FUNCTION LOAD_CONST '"' BUILD_LIST INPLACE_ADD STORE_FAST buf JUMP_ABSOLUTE POP_BLOCK LOAD_FAST buf LOAD_METHOD append LOAD_CONST '>' CALL_METHOD POP_TOP LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tag LOAD_FAST empty_elems COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST '</%s>' LOAD_FAST tag BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST tag LOAD_FAST noescape_elems COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST noescape JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '</%s>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST False STORE_FAST noescape JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST noescape EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_FAST data CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_FORWARD to 520 LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL escape LOAD_FAST data LOAD_CONST False LOAD_CONST ('quotes',) CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL COMMENT COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<!--%s-->' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL DOCTYPE COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST have_doctype EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST name STORE_FAST pubid STORE_FAST sysid LOAD_CONST '<!DOCTYPE %s' BUILD_LIST STORE_FAST buf LOAD_FAST pubid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' PUBLIC "%s"' CALL_METHOD POP_TOP JUMP_FORWARD to 622 LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' SYSTEM' CALL_METHOD POP_TOP LOAD_FAST sysid EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST buf LOAD_METHOD append LOAD_CONST ' "%s"' CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD append LOAD_CONST '>\n' CALL_METHOD POP_TOP LOAD_GLOBAL Markup LOAD_CONST '' LOAD_METHOD join LOAD_FAST buf CALL_METHOD CALL_FUNCTION LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7faa749db150, file "f.py", line 609> LOAD_CONST 'HTMLSerializer.__call__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION CALL_FUNCTION BINARY_MODULO YIELD_VALUE POP_TOP LOAD_CONST True STORE_FAST have_doctype JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL PI COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_GLOBAL Markup LOAD_CONST '<?%s %s?>' LOAD_FAST data BINARY_MODULO CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST p LOAD_FAST p POP_JUMP_IF_FALSE LOAD_FAST p LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextSerializer' STORE_NAME __qualname__ LOAD_CONST 'Produces plain text from an event stream.\n\n Only text events are included in the output. Unlike the other serializer,\n special XML characters are not escaped:\n\n >>> from genshi.builder import tag\n >>> elem = tag.div(tag.a(\'<Hello!>\', href=\'foo\'), tag.br)\n >>> print(elem)\n <div><a href="foo">&lt;Hello!&gt;</a><br/></div>\n >>> print(\'\'.join(TextSerializer()(elem.generate())))\n <Hello!>\n\n If text events contain literal markup (instances of the `Markup` class),\n that markup is by default passed through unchanged:\n\n >>> elem = tag.div(Markup(\'<a href="foo">Hello &amp; Bye!</a><br/>\'))\n >>> print(elem.generate().render(TextSerializer, encoding=None))\n <a href="foo">Hello &amp; Bye!</a><br/>\n\n You can use the ``strip_markup`` to change this behavior, so that tags and\n entities are stripped from the output (or in the case of entities,\n replaced with the equivalent character):\n\n >>> print(elem.generate().render(TextSerializer, strip_markup=True,\n ... encoding=None))\n Hello & Bye!\n ' STORE_NAME __doc__ LOAD_CONST (False,) LOAD_CONST <code object __init__ at 0x7faa749db420, file "f.py", line 645> LOAD_CONST 'TextSerializer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7faa749dbf60, file "f.py", line 653> LOAD_CONST 'TextSerializer.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_FAST strip_markup LOAD_FAST self STORE_ATTR strip_markup LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR strip_markup STORE_FAST strip_markup SETUP_LOOP to 80 LOAD_FAST stream GET_ITER FOR_ITER to 78 STORE_FAST event LOAD_FAST event LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST event LOAD_CONST 1 BINARY_SUBSCR STORE_FAST data LOAD_FAST strip_markup POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST data CALL_FUNCTION LOAD_GLOBAL Markup COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD striptags CALL_METHOD LOAD_METHOD stripentities CALL_METHOD STORE_FAST data LOAD_GLOBAL six LOAD_METHOD text_type LOAD_FAST data CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EmptyTagFilter' STORE_NAME __qualname__ LOAD_CONST 'Combines `START` and `STOP` events into `EMPTY` events for elements that\n have no contents.\n ' STORE_NAME __doc__ LOAD_NAME StreamEventKind LOAD_CONST 'EMPTY' CALL_FUNCTION STORE_NAME EMPTY LOAD_CONST <code object __call__ at 0x7faa749dbb70, file "f.py", line 670> LOAD_CONST 'EmptyTagFilter.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_CONST (None, None, None) STORE_FAST prev SETUP_LOOP to 98 LOAD_FAST stream GET_ITER FOR_ITER to 96 STORE_FAST ev LOAD_FAST prev LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ev LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL END COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL EMPTY LOAD_FAST prev LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST prev LOAD_CONST 2 BINARY_SUBSCR BUILD_TUPLE STORE_FAST prev LOAD_FAST prev YIELD_VALUE POP_TOP JUMP_ABSOLUTE JUMP_FORWARD to 72 LOAD_FAST prev YIELD_VALUE POP_TOP LOAD_FAST ev LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL START COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ev YIELD_VALUE POP_TOP LOAD_FAST ev STORE_FAST prev JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NamespaceFlattener' STORE_NAME __qualname__ LOAD_CONST 'Output stream filter that removes namespace information from the stream,\n instead adding namespace attributes and prefixes as needed.\n\n :param prefixes: optional mapping of namespace URIs to prefixes\n\n >>> from genshi.input import XML\n >>> xml = XML(\'\'\'<doc xmlns="NS1" xmlns:two="NS2">\n ... <two:item/>\n ... </doc>\'\'\')\n >>> for kind, data, pos in NamespaceFlattener()(xml):\n ... print(\'%s %r\' % (kind, data))\n START (\'doc\', Attrs([(\'xmlns\', \'NS1\'), (\'xmlns:two\', \'NS2\')]))\n TEXT \'\\n \'\n START (\'two:item\', Attrs())\n END \'two:item\'\n TEXT \'\\n\'\n END \'doc\'\n ' STORE_NAME __doc__ LOAD_CONST (None, True) LOAD_CONST <code object __init__ at 0x7faa749db300, file "f.py", line 708> LOAD_CONST 'NamespaceFlattener.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7faa754c68a0, file "f.py", line 714> LOAD_CONST 'NamespaceFlattener.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL XML_NAMESPACE LOAD_ATTR uri LOAD_CONST 'xml' BUILD_MAP LOAD_FAST self STORE_ATTR prefixes LOAD_FAST prefixes LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prefixes LOAD_METHOD update LOAD_FAST prefixes CALL_METHOD POP_TOP LOAD_FAST cache LOAD_FAST self STORE_ATTR cache LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_CONST <code object <listcomp> at 0x7faa754c6e40, file "f.py", line 715> LOAD_CONST 'NamespaceFlattener.__call__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR prefixes LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_DEREF prefixes LOAD_GLOBAL XML_NAMESPACE LOAD_ATTR uri LOAD_CONST 'xml' BUILD_LIST BUILD_MAP STORE_DEREF namespaces LOAD_GLOBAL _prepare_cache LOAD_FAST self LOAD_ATTR cache CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _emit STORE_FAST _get STORE_DEREF cache LOAD_CLOSURE cache LOAD_CLOSURE namespaces LOAD_CLOSURE prefixes BUILD_TUPLE LOAD_CONST <code object _push_ns at 0x7faa754c6d20, file "f.py", line 719> LOAD_CONST 'NamespaceFlattener.__call__.<locals>._push_ns' MAKE_FUNCTION STORE_FAST _push_ns LOAD_CLOSURE cache LOAD_CLOSURE namespaces LOAD_CLOSURE prefixes BUILD_TUPLE LOAD_CONST <code object _pop_ns at 0x7faa754c6ae0, file "f.py", line 724> LOAD_CONST 'NamespaceFlattener.__call__.<locals>._pop_ns' MAKE_FUNCTION STORE_FAST _pop_ns BUILD_LIST STORE_FAST ns_attrs LOAD_FAST ns_attrs LOAD_ATTR append STORE_FAST _push_ns_attr LOAD_CONST <code object _make_ns_attr at 0x7faa754c6ed0, file "f.py", line 740> LOAD_CONST 'NamespaceFlattener.__call__.<locals>._make_ns_attr' MAKE_FUNCTION STORE_FAST _make_ns_attr LOAD_CONST <code object _gen_prefix at 0x7faa754c6c00, file "f.py", line 743> LOAD_CONST 'NamespaceFlattener.__call__.<locals>._gen_prefix' MAKE_FUNCTION STORE_FAST _gen_prefix LOAD_FAST _gen_prefix CALL_FUNCTION STORE_DEREF _prefix_generator LOAD_CLOSURE _prefix_generator BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faa754c6930, file "f.py", line 750> LOAD_CONST 'NamespaceFlattener.__call__.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST _gen_prefix EXTENDED_ARG SETUP_LOOP to 734 LOAD_FAST stream GET_ITER EXTENDED_ARG FOR_ITER to 732 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST pos LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL Markup CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST _get LOAD_FAST kind LOAD_FAST data BUILD_TUPLE CALL_FUNCTION STORE_FAST output LOAD_FAST output LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST kind LOAD_FAST output LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST kind LOAD_GLOBAL EMPTY COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST tag STORE_FAST attrs LOAD_FAST tag LOAD_ATTR localname STORE_FAST tagname LOAD_FAST tag LOAD_ATTR namespace STORE_FAST tagns LOAD_FAST tagns EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tagns LOAD_DEREF namespaces COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF namespaces LOAD_FAST tagns BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR STORE_FAST prefix LOAD_FAST prefix EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '%s:%s' LOAD_FAST prefix LOAD_FAST tagname BUILD_TUPLE BINARY_MODULO STORE_FAST tagname JUMP_FORWARD to 322 LOAD_FAST _push_ns_attr LOAD_CONST 'xmlns' LOAD_FAST tagns BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_FAST _push_ns LOAD_CONST '' LOAD_FAST tagns CALL_FUNCTION POP_TOP BUILD_LIST STORE_FAST new_attrs SETUP_LOOP to 452 LOAD_FAST attrs GET_ITER FOR_ITER to 450 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST value LOAD_FAST attr LOAD_ATTR localname STORE_FAST attrname LOAD_FAST attr LOAD_ATTR namespace STORE_FAST attrns LOAD_FAST attrns EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST attrns LOAD_DEREF namespaces COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _gen_prefix CALL_FUNCTION STORE_FAST prefix LOAD_FAST _push_ns LOAD_FAST prefix LOAD_FAST attrns CALL_FUNCTION POP_TOP LOAD_FAST _push_ns_attr LOAD_CONST 'xmlns:%s' LOAD_FAST prefix BINARY_MODULO LOAD_FAST attrns BUILD_TUPLE CALL_FUNCTION POP_TOP JUMP_FORWARD to 414 LOAD_DEREF namespaces LOAD_FAST attrns BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR STORE_FAST prefix LOAD_FAST prefix EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '%s:%s' LOAD_FAST prefix LOAD_FAST attrname BUILD_TUPLE BINARY_MODULO STORE_FAST attrname LOAD_FAST new_attrs LOAD_METHOD append LOAD_FAST attrname LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_FAST tagname LOAD_GLOBAL Attrs LOAD_FAST ns_attrs LOAD_FAST new_attrs BINARY_ADD CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION STORE_FAST data LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST ns_attrs LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR localname STORE_FAST tagname LOAD_FAST data LOAD_ATTR namespace STORE_FAST tagns LOAD_FAST tagns EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF namespaces LOAD_FAST tagns BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR STORE_FAST prefix LOAD_FAST prefix EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '%s:%s' LOAD_FAST prefix LOAD_FAST tagname BUILD_TUPLE BINARY_MODULO STORE_FAST tagname LOAD_FAST kind LOAD_FAST _emit LOAD_FAST kind LOAD_FAST data LOAD_FAST tagname CALL_FUNCTION LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL START_NS COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST prefix STORE_FAST uri LOAD_FAST uri LOAD_DEREF namespaces COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF prefixes LOAD_METHOD get LOAD_FAST uri LOAD_FAST prefix BUILD_LIST CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST prefix LOAD_FAST _push_ns_attr LOAD_FAST _make_ns_attr LOAD_FAST prefix LOAD_FAST uri CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST _push_ns LOAD_FAST prefix LOAD_FAST uri CALL_FUNCTION POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_GLOBAL END_NS COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data LOAD_DEREF prefixes COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _pop_ns LOAD_FAST data CALL_FUNCTION STORE_FAST uri LOAD_FAST ns_attrs EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST _make_ns_attr LOAD_FAST data LOAD_FAST uri CALL_FUNCTION STORE_FAST attr LOAD_FAST attr LOAD_FAST ns_attrs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ns_attrs LOAD_METHOD remove LOAD_FAST attr CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_FAST k BUILD_LIST BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF namespaces LOAD_METHOD setdefault LOAD_FAST uri BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST prefix CALL_METHOD POP_TOP LOAD_DEREF prefixes LOAD_METHOD setdefault LOAD_FAST prefix BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST uri CALL_METHOD POP_TOP LOAD_DEREF cache LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF prefixes LOAD_METHOD get LOAD_FAST prefix CALL_METHOD STORE_FAST uris LOAD_FAST uris LOAD_METHOD pop CALL_METHOD STORE_FAST uri LOAD_FAST uris POP_JUMP_IF_TRUE LOAD_DEREF prefixes LOAD_FAST prefix DELETE_SUBSCR LOAD_FAST uri LOAD_FAST uris COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST uri LOAD_FAST uris LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP != POP_JUMP_IF_FALSE LOAD_DEREF namespaces LOAD_FAST uri BINARY_SUBSCR STORE_FAST uri_prefixes LOAD_FAST uri_prefixes LOAD_METHOD pop CALL_METHOD POP_TOP LOAD_FAST uri_prefixes POP_JUMP_IF_TRUE LOAD_DEREF namespaces LOAD_FAST uri DELETE_SUBSCR LOAD_DEREF cache LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST uri RETURN_VALUE LOAD_CONST 'xmlns%s' LOAD_FAST prefix POP_JUMP_IF_FALSE LOAD_CONST ':%s' LOAD_FAST prefix BINARY_MODULO JUMP_IF_TRUE_OR_POP LOAD_CONST '' BINARY_MODULO LOAD_FAST uri BUILD_TUPLE RETURN_VALUE LOAD_CONST 0 STORE_FAST val SETUP_LOOP to 28 LOAD_FAST val LOAD_CONST 1 INPLACE_ADD STORE_FAST val LOAD_CONST 'ns%d' LOAD_FAST val BINARY_MODULO YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL next LOAD_DEREF _prefix_generator CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WhitespaceFilter' STORE_NAME __qualname__ LOAD_CONST 'A filter that removes extraneous ignorable white space from the\n stream.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_CONST <code object __init__ at 0x7faa74756270, file "f.py", line 826> LOAD_CONST 'WhitespaceFilter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None LOAD_NAME XML_NAMESPACE LOAD_CONST 'space' BINARY_SUBSCR LOAD_NAME re LOAD_METHOD compile LOAD_CONST '[ \t]+(?=\n)' CALL_METHOD LOAD_ATTR sub LOAD_NAME re LOAD_METHOD compile LOAD_CONST '\n{2,}' CALL_METHOD LOAD_ATTR sub BUILD_TUPLE LOAD_CONST <code object __call__ at 0x7faa74756ed0, file "f.py", line 845> LOAD_CONST 'WhitespaceFilter.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_FAST preserve LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST preserve LOAD_GLOBAL frozenset LOAD_FAST preserve CALL_FUNCTION LOAD_FAST self STORE_ATTR preserve LOAD_FAST noescape LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST noescape LOAD_GLOBAL frozenset LOAD_FAST noescape CALL_FUNCTION LOAD_FAST self STORE_ATTR noescape LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Markup LOAD_CONST '' CALL_FUNCTION LOAD_ATTR join STORE_FAST mjoin LOAD_FAST self LOAD_ATTR preserve STORE_FAST preserve_elems LOAD_CONST 0 STORE_FAST preserve LOAD_FAST self LOAD_ATTR noescape STORE_FAST noescape_elems LOAD_CONST False STORE_FAST noescape BUILD_LIST STORE_FAST textbuf LOAD_FAST textbuf LOAD_ATTR append STORE_FAST push_text LOAD_FAST textbuf LOAD_ATTR pop STORE_FAST pop_text EXTENDED_ARG SETUP_LOOP to 348 LOAD_GLOBAL chain LOAD_FAST stream LOAD_CONST (None, None, None) BUILD_LIST CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 346 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST pos LOAD_FAST kind LOAD_GLOBAL TEXT COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST noescape POP_JUMP_IF_FALSE LOAD_GLOBAL Markup LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_FAST push_text LOAD_FAST data CALL_FUNCTION POP_TOP JUMP_ABSOLUTE LOAD_FAST textbuf POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST textbuf CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST mjoin LOAD_FAST textbuf LOAD_CONST False LOAD_CONST ('escape_quotes',) CALL_FUNCTION STORE_FAST text LOAD_FAST textbuf LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR JUMP_FORWARD to 158 LOAD_GLOBAL escape LOAD_FAST pop_text CALL_FUNCTION LOAD_CONST False LOAD_CONST ('quotes',) CALL_FUNCTION STORE_FAST text LOAD_FAST preserve POP_JUMP_IF_TRUE LOAD_FAST collapse_lines LOAD_CONST '\n' LOAD_FAST trim_trailing_space LOAD_CONST '' LOAD_FAST text CALL_FUNCTION CALL_FUNCTION STORE_FAST text LOAD_GLOBAL TEXT LOAD_GLOBAL Markup LOAD_FAST text CALL_FUNCTION LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST kind LOAD_GLOBAL START COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST tag STORE_FAST attrs LOAD_FAST preserve POP_JUMP_IF_TRUE LOAD_FAST tag LOAD_FAST preserve_elems COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST attrs LOAD_METHOD get LOAD_FAST space CALL_METHOD LOAD_CONST 'preserve' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST preserve LOAD_CONST 1 INPLACE_ADD STORE_FAST preserve LOAD_FAST noescape EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST tag LOAD_FAST noescape_elems COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST noescape JUMP_FORWARD to 328 LOAD_FAST kind LOAD_GLOBAL END COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST noescape LOAD_FAST preserve EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST preserve LOAD_CONST 1 INPLACE_SUBTRACT STORE_FAST preserve JUMP_FORWARD to 328 LOAD_FAST kind LOAD_GLOBAL START_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST noescape JUMP_FORWARD to 328 LOAD_FAST kind LOAD_GLOBAL END_CDATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST noescape LOAD_FAST kind POP_JUMP_IF_FALSE LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DocTypeInserter' STORE_NAME __qualname__ LOAD_CONST 'A filter that inserts the DOCTYPE declaration in the correct location,\n after the XML declaration.\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7faa74756540, file "f.py", line 907> LOAD_CONST 'DocTypeInserter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7faa747565d0, file "f.py", line 916> LOAD_CONST 'DocTypeInserter.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST doctype LOAD_GLOBAL six LOAD_ATTR string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL DocType LOAD_METHOD get LOAD_FAST doctype CALL_METHOD STORE_FAST doctype LOAD_GLOBAL DOCTYPE LOAD_FAST doctype LOAD_CONST (None, -1, -1) BUILD_TUPLE LOAD_FAST self STORE_ATTR doctype_event LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST doctype_inserted SETUP_LOOP to 82 LOAD_FAST stream GET_ITER FOR_ITER to 80 UNPACK_SEQUENCE STORE_FAST kind STORE_FAST data STORE_FAST pos LOAD_FAST doctype_inserted POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST doctype_inserted LOAD_FAST kind LOAD_GLOBAL XML_DECL COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST self LOAD_ATTR doctype_event YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR doctype_event YIELD_VALUE POP_TOP LOAD_FAST kind LOAD_FAST data LOAD_FAST pos BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST doctype_inserted POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR doctype_event YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE
"""This module provides different kinds of serialization methods for XML event streams. """ from itertools import chain import re import six from genshi.core import escape, Attrs, Markup, QName, StreamEventKind from genshi.core import ( START, END, TEXT, XML_DECL, DOCTYPE, START_NS, END_NS, START_CDATA, END_CDATA, PI, COMMENT, XML_NAMESPACE, ) __all__ = [ "encode", "get_serializer", "DocType", "XMLSerializer", "XHTMLSerializer", "HTMLSerializer", "TextSerializer", ] __docformat__ = "restructuredtext en" def encode(iterator, method="xml", encoding=None, out=None): """Encode serializer output into a string. :param iterator: the iterator returned from serializing a stream (basically any iterator that yields unicode objects) :param method: the serialization method; determines how characters not representable in the specified encoding are treated :param encoding: how the output string should be encoded; if set to `None`, this method returns a `unicode` object :param out: a file-like object that the output should be written to instead of being returned as one big string; note that if this is a file or socket (or similar), the `encoding` must not be `None` (that is, the output must be encoded) :return: a `str` or `unicode` object (depending on the `encoding` parameter), or `None` if the `out` parameter is provided :since: version 0.4.1 :note: Changed in 0.5: added the `out` parameter """ if encoding is not None: errors = "replace" if method != "text" and not isinstance(method, TextSerializer): errors = "xmlcharrefreplace" _encode = lambda string: string.encode(encoding, errors) else: _encode = lambda string: string if out is None: return _encode("".join(list(iterator))) for chunk in iterator: out.write(_encode(chunk)) def get_serializer(method="xml", **kwargs): """Return a serializer object for the given method. :param method: the serialization method; can be either "xml", "xhtml", "html", "text", or a custom serializer class Any additional keyword arguments are passed to the serializer, and thus depend on the `method` parameter value. :see: `XMLSerializer`, `XHTMLSerializer`, `HTMLSerializer`, `TextSerializer` :since: version 0.4.1 """ if isinstance(method, six.string_types): method = { "xml": XMLSerializer, "xhtml": XHTMLSerializer, "html": HTMLSerializer, "text": TextSerializer, }[method.lower()] return method(**kwargs) def _prepare_cache(use_cache=True): """Prepare a private token serialization cache. :param use_cache: boolean indicating whether a real cache should be used or not. If not, the returned functions are no-ops. :return: emit and get functions, for storing and retrieving serialized values from the cache. """ cache = {} if use_cache: def _emit(kind, input, output): cache[kind, input] = output return output _get = cache.get else: def _emit(kind, input, output): return output def _get(key): pass return _emit, _get, cache class DocType(object): """Defines a number of commonly used DOCTYPE declarations as constants.""" HTML_STRICT = ( "html", "-//W3C//DTD HTML 4.01//EN", "http://www.w3.org/TR/html4/strict.dtd", ) HTML_TRANSITIONAL = ( "html", "-//W3C//DTD HTML 4.01 Transitional//EN", "http://www.w3.org/TR/html4/loose.dtd", ) HTML_FRAMESET = ( "html", "-//W3C//DTD HTML 4.01 Frameset//EN", "http://www.w3.org/TR/html4/frameset.dtd", ) HTML = HTML_STRICT HTML5 = ("html", None, None) XHTML_STRICT = ( "html", "-//W3C//DTD XHTML 1.0 Strict//EN", "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd", ) XHTML_TRANSITIONAL = ( "html", "-//W3C//DTD XHTML 1.0 Transitional//EN", "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd", ) XHTML_FRAMESET = ( "html", "-//W3C//DTD XHTML 1.0 Frameset//EN", "http://www.w3.org/TR/xhtml1/DTD/xhtml1-frameset.dtd", ) XHTML = XHTML_STRICT XHTML11 = ( "html", "-//W3C//DTD XHTML 1.1//EN", "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd", ) SVG_FULL = ( "svg", "-//W3C//DTD SVG 1.1//EN", "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd", ) SVG_BASIC = ( "svg", "-//W3C//DTD SVG Basic 1.1//EN", "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11-basic.dtd", ) SVG_TINY = ( "svg", "-//W3C//DTD SVG Tiny 1.1//EN", "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11-tiny.dtd", ) SVG = SVG_FULL @classmethod def get(cls, name): """Return the ``(name, pubid, sysid)`` tuple of the ``DOCTYPE`` declaration for the specified name. The following names are recognized in this version: * "html" or "html-strict" for the HTML 4.01 strict DTD * "html-transitional" for the HTML 4.01 transitional DTD * "html-frameset" for the HTML 4.01 frameset DTD * "html5" for the ``DOCTYPE`` proposed for HTML5 * "xhtml" or "xhtml-strict" for the XHTML 1.0 strict DTD * "xhtml-transitional" for the XHTML 1.0 transitional DTD * "xhtml-frameset" for the XHTML 1.0 frameset DTD * "xhtml11" for the XHTML 1.1 DTD * "svg" or "svg-full" for the SVG 1.1 DTD * "svg-basic" for the SVG Basic 1.1 DTD * "svg-tiny" for the SVG Tiny 1.1 DTD :param name: the name of the ``DOCTYPE`` :return: the ``(name, pubid, sysid)`` tuple for the requested ``DOCTYPE``, or ``None`` if the name is not recognized :since: version 0.4.1 """ return { "html": cls.HTML, "html-strict": cls.HTML_STRICT, "html-transitional": DocType.HTML_TRANSITIONAL, "html-frameset": DocType.HTML_FRAMESET, "html5": cls.HTML5, "xhtml": cls.XHTML, "xhtml-strict": cls.XHTML_STRICT, "xhtml-transitional": cls.XHTML_TRANSITIONAL, "xhtml-frameset": cls.XHTML_FRAMESET, "xhtml11": cls.XHTML11, "svg": cls.SVG, "svg-full": cls.SVG_FULL, "svg-basic": cls.SVG_BASIC, "svg-tiny": cls.SVG_TINY, }.get(name.lower()) class XMLSerializer(object): """Produces XML text from an event stream. >>> from genshi.builder import tag >>> elem = tag.div(tag.a(href='foo'), tag.br, tag.hr(noshade=True)) >>> print(''.join(XMLSerializer()(elem.generate()))) <div><a href="foo"/><br/><hr noshade="True"/></div> """ _PRESERVE_SPACE = frozenset() def __init__( self, doctype=None, strip_whitespace=True, namespace_prefixes=None, cache=True ): """Initialize the XML serializer. :param doctype: a ``(name, pubid, sysid)`` tuple that represents the DOCTYPE declaration that should be included at the top of the generated output, or the name of a DOCTYPE as defined in `DocType.get` :param strip_whitespace: whether extraneous whitespace should be stripped from the output :param cache: whether to cache the text output per event, which improves performance for repetitive markup :note: Changed in 0.4.2: The `doctype` parameter can now be a string. :note: Changed in 0.6: The `cache` parameter was added """ self.filters = [EmptyTagFilter()] if strip_whitespace: self.filters.append(WhitespaceFilter(self._PRESERVE_SPACE)) self.filters.append( NamespaceFlattener(prefixes=namespace_prefixes, cache=cache) ) if doctype: self.filters.append(DocTypeInserter(doctype)) self.cache = cache def _prepare_cache(self): return _prepare_cache(self.cache)[:2] def __call__(self, stream): have_decl = have_doctype = False in_cdata = False _emit, _get = self._prepare_cache() for filter_ in self.filters: stream = filter_(stream) for kind, data, pos in stream: if kind is TEXT and isinstance(data, Markup): yield data continue cached = _get((kind, data)) if cached is not None: yield cached elif kind is START or kind is EMPTY: tag, attrib = data buf = ["<", tag] for attr, value in attrib: buf += [" ", attr, '="', escape(value), '"'] buf.append(kind is EMPTY and "/>" or ">") yield _emit(kind, data, Markup("".join(buf))) elif kind is END: yield _emit(kind, data, Markup("</%s>" % data)) elif kind is TEXT: if in_cdata: yield _emit(kind, data, data) else: yield _emit(kind, data, escape(data, quotes=False)) elif kind is COMMENT: yield _emit(kind, data, Markup("<!--%s-->" % data)) elif kind is XML_DECL and not have_decl: version, encoding, standalone = data buf = ['<?xml version="%s"' % version] if encoding: buf.append(' encoding="%s"' % encoding) if standalone != -1: standalone = standalone and "yes" or "no" buf.append(' standalone="%s"' % standalone) buf.append("?>\n") yield Markup("".join(buf)) have_decl = True elif kind is DOCTYPE and not have_doctype: name, pubid, sysid = data buf = ["<!DOCTYPE %s"] if pubid: buf.append(' PUBLIC "%s"') elif sysid: buf.append(" SYSTEM") if sysid: buf.append(' "%s"') buf.append(">\n") yield Markup("".join(buf)) % tuple([p for p in data if p]) have_doctype = True elif kind is START_CDATA: yield Markup("<![CDATA[") in_cdata = True elif kind is END_CDATA: yield Markup("]]>") in_cdata = False elif kind is PI: yield _emit(kind, data, Markup("<?%s %s?>" % data)) class XHTMLSerializer(XMLSerializer): """Produces XHTML text from an event stream. >>> from genshi.builder import tag >>> elem = tag.div(tag.a(href='foo'), tag.br, tag.hr(noshade=True)) >>> print(''.join(XHTMLSerializer()(elem.generate()))) <div><a href="foo"></a><br /><hr noshade="noshade" /></div> """ _EMPTY_ELEMS = frozenset( [ "area", "base", "basefont", "br", "col", "frame", "hr", "img", "input", "isindex", "link", "meta", "param", ] ) _BOOLEAN_ATTRS = frozenset( [ "selected", "checked", "compact", "declare", "defer", "disabled", "ismap", "multiple", "nohref", "noresize", "noshade", "nowrap", "autofocus", "readonly", "required", "formnovalidate", ] ) _PRESERVE_SPACE = frozenset( [ QName("pre"), QName("http://www.w3.org/1999/xhtml}pre"), QName("textarea"), QName("http://www.w3.org/1999/xhtml}textarea"), ] ) def __init__( self, doctype=None, strip_whitespace=True, namespace_prefixes=None, drop_xml_decl=True, cache=True, ): super(XHTMLSerializer, self).__init__(doctype, False) self.filters = [EmptyTagFilter()] if strip_whitespace: self.filters.append(WhitespaceFilter(self._PRESERVE_SPACE)) namespace_prefixes = namespace_prefixes or {} namespace_prefixes["http://www.w3.org/1999/xhtml"] = "" self.filters.append( NamespaceFlattener(prefixes=namespace_prefixes, cache=cache) ) if doctype: self.filters.append(DocTypeInserter(doctype)) self.drop_xml_decl = drop_xml_decl self.cache = cache def __call__(self, stream): boolean_attrs = self._BOOLEAN_ATTRS empty_elems = self._EMPTY_ELEMS drop_xml_decl = self.drop_xml_decl have_decl = have_doctype = False in_cdata = False _emit, _get = self._prepare_cache() for filter_ in self.filters: stream = filter_(stream) for kind, data, pos in stream: if kind is TEXT and isinstance(data, Markup): yield data continue cached = _get((kind, data)) if cached is not None: yield cached elif kind is START or kind is EMPTY: tag, attrib = data buf = ["<", tag] for attr, value in attrib: if attr in boolean_attrs: value = attr elif attr == "xml:lang" and "lang" not in attrib: buf += [' lang="', escape(value), '"'] elif attr == "xml:space": continue buf += [" ", attr, '="', escape(value), '"'] if kind is EMPTY: if tag in empty_elems: buf.append(" />") else: buf.append("></%s>" % tag) else: buf.append(">") yield _emit(kind, data, Markup("".join(buf))) elif kind is END: yield _emit(kind, data, Markup("</%s>" % data)) elif kind is TEXT: if in_cdata: yield _emit(kind, data, data) else: yield _emit(kind, data, escape(data, quotes=False)) elif kind is COMMENT: yield _emit(kind, data, Markup("<!--%s-->" % data)) elif kind is DOCTYPE and not have_doctype: name, pubid, sysid = data buf = ["<!DOCTYPE %s"] if pubid: buf.append(' PUBLIC "%s"') elif sysid: buf.append(" SYSTEM") if sysid: buf.append(' "%s"') buf.append(">\n") yield Markup("".join(buf)) % tuple([p for p in data if p]) have_doctype = True elif kind is XML_DECL and not have_decl and not drop_xml_decl: version, encoding, standalone = data buf = ['<?xml version="%s"' % version] if encoding: buf.append(' encoding="%s"' % encoding) if standalone != -1: standalone = standalone and "yes" or "no" buf.append(' standalone="%s"' % standalone) buf.append("?>\n") yield Markup("".join(buf)) have_decl = True elif kind is START_CDATA: yield Markup("<![CDATA[") in_cdata = True elif kind is END_CDATA: yield Markup("]]>") in_cdata = False elif kind is PI: yield _emit(kind, data, Markup("<?%s %s?>" % data)) class HTMLSerializer(XHTMLSerializer): """Produces HTML text from an event stream. >>> from genshi.builder import tag >>> elem = tag.div(tag.a(href='foo'), tag.br, tag.hr(noshade=True)) >>> print(''.join(HTMLSerializer()(elem.generate()))) <div><a href="foo"></a><br><hr noshade></div> """ _NOESCAPE_ELEMS = frozenset( [ QName("script"), QName("http://www.w3.org/1999/xhtml}script"), QName("style"), QName("http://www.w3.org/1999/xhtml}style"), ] ) def __init__(self, doctype=None, strip_whitespace=True, cache=True): """Initialize the HTML serializer. :param doctype: a ``(name, pubid, sysid)`` tuple that represents the DOCTYPE declaration that should be included at the top of the generated output :param strip_whitespace: whether extraneous whitespace should be stripped from the output :param cache: whether to cache the text output per event, which improves performance for repetitive markup :note: Changed in 0.6: The `cache` parameter was added """ super(HTMLSerializer, self).__init__(doctype, False) self.filters = [EmptyTagFilter()] if strip_whitespace: self.filters.append( WhitespaceFilter(self._PRESERVE_SPACE, self._NOESCAPE_ELEMS) ) self.filters.append( NamespaceFlattener( prefixes={"http://www.w3.org/1999/xhtml": ""}, cache=cache ) ) if doctype: self.filters.append(DocTypeInserter(doctype)) self.cache = True def __call__(self, stream): boolean_attrs = self._BOOLEAN_ATTRS empty_elems = self._EMPTY_ELEMS noescape_elems = self._NOESCAPE_ELEMS have_doctype = False noescape = False _emit, _get = self._prepare_cache() for filter_ in self.filters: stream = filter_(stream) for kind, data, _ in stream: if kind is TEXT and isinstance(data, Markup): yield data continue output = _get((kind, data)) if output is not None: yield output if (kind is START or kind is EMPTY) and data[0] in noescape_elems: noescape = True elif kind is END: noescape = False elif kind is START or kind is EMPTY: tag, attrib = data buf = ["<", tag] for attr, value in attrib: if attr in boolean_attrs: if value: buf += [" ", attr] elif ":" in attr: if attr == "xml:lang" and "lang" not in attrib: buf += [' lang="', escape(value), '"'] elif attr != "xmlns": buf += [" ", attr, '="', escape(value), '"'] buf.append(">") if kind is EMPTY: if tag not in empty_elems: buf.append("</%s>" % tag) yield _emit(kind, data, Markup("".join(buf))) if tag in noescape_elems: noescape = True elif kind is END: yield _emit(kind, data, Markup("</%s>" % data)) noescape = False elif kind is TEXT: if noescape: yield _emit(kind, data, data) else: yield _emit(kind, data, escape(data, quotes=False)) elif kind is COMMENT: yield _emit(kind, data, Markup("<!--%s-->" % data)) elif kind is DOCTYPE and not have_doctype: name, pubid, sysid = data buf = ["<!DOCTYPE %s"] if pubid: buf.append(' PUBLIC "%s"') elif sysid: buf.append(" SYSTEM") if sysid: buf.append(' "%s"') buf.append(">\n") yield Markup("".join(buf)) % tuple([p for p in data if p]) have_doctype = True elif kind is PI: yield _emit(kind, data, Markup("<?%s %s?>" % data)) class TextSerializer(object): """Produces plain text from an event stream. Only text events are included in the output. Unlike the other serializer, special XML characters are not escaped: >>> from genshi.builder import tag >>> elem = tag.div(tag.a('<Hello!>', href='foo'), tag.br) >>> print(elem) <div><a href="foo">&lt;Hello!&gt;</a><br/></div> >>> print(''.join(TextSerializer()(elem.generate()))) <Hello!> If text events contain literal markup (instances of the `Markup` class), that markup is by default passed through unchanged: >>> elem = tag.div(Markup('<a href="foo">Hello &amp; Bye!</a><br/>')) >>> print(elem.generate().render(TextSerializer, encoding=None)) <a href="foo">Hello &amp; Bye!</a><br/> You can use the ``strip_markup`` to change this behavior, so that tags and entities are stripped from the output (or in the case of entities, replaced with the equivalent character): >>> print(elem.generate().render(TextSerializer, strip_markup=True, ... encoding=None)) Hello & Bye! """ def __init__(self, strip_markup=False): """Create the serializer. :param strip_markup: whether markup (tags and encoded characters) found in the text should be removed """ self.strip_markup = strip_markup def __call__(self, stream): strip_markup = self.strip_markup for event in stream: if event[0] is TEXT: data = event[1] if strip_markup and type(data) is Markup: data = data.striptags().stripentities() yield six.text_type(data) class EmptyTagFilter(object): """Combines `START` and `STOP` events into `EMPTY` events for elements that have no contents. """ EMPTY = StreamEventKind("EMPTY") def __call__(self, stream): prev = (None, None, None) for ev in stream: if prev[0] is START: if ev[0] is END: prev = EMPTY, prev[1], prev[2] yield prev continue else: yield prev if ev[0] is not START: yield ev prev = ev EMPTY = EmptyTagFilter.EMPTY class NamespaceFlattener(object): r"""Output stream filter that removes namespace information from the stream, instead adding namespace attributes and prefixes as needed. :param prefixes: optional mapping of namespace URIs to prefixes >>> from genshi.input import XML >>> xml = XML('''<doc xmlns="NS1" xmlns:two="NS2"> ... <two:item/> ... </doc>''') >>> for kind, data, pos in NamespaceFlattener()(xml): ... print('%s %r' % (kind, data)) START ('doc', Attrs([('xmlns', 'NS1'), ('xmlns:two', 'NS2')])) TEXT '\n ' START ('two:item', Attrs()) END 'two:item' TEXT '\n' END 'doc' """ def __init__(self, prefixes=None, cache=True): self.prefixes = {XML_NAMESPACE.uri: "xml"} if prefixes is not None: self.prefixes.update(prefixes) self.cache = cache def __call__(self, stream): prefixes = dict([(v, [k]) for k, v in self.prefixes.items()]) namespaces = {XML_NAMESPACE.uri: ["xml"]} _emit, _get, cache = _prepare_cache(self.cache) def _push_ns(prefix, uri): namespaces.setdefault(uri, []).append(prefix) prefixes.setdefault(prefix, []).append(uri) cache.clear() def _pop_ns(prefix): uris = prefixes.get(prefix) uri = uris.pop() if not uris: del prefixes[prefix] if uri not in uris or uri != uris[-1]: uri_prefixes = namespaces[uri] uri_prefixes.pop() if not uri_prefixes: del namespaces[uri] cache.clear() return uri ns_attrs = [] _push_ns_attr = ns_attrs.append def _make_ns_attr(prefix, uri): return "xmlns%s" % (prefix and ":%s" % prefix or ""), uri def _gen_prefix(): val = 0 while 1: val += 1 yield "ns%d" % val _prefix_generator = _gen_prefix() _gen_prefix = lambda: next(_prefix_generator) for kind, data, pos in stream: if kind is TEXT and isinstance(data, Markup): yield kind, data, pos continue output = _get((kind, data)) if output is not None: yield kind, output, pos elif kind is START or kind is EMPTY: tag, attrs = data tagname = tag.localname tagns = tag.namespace if tagns: if tagns in namespaces: prefix = namespaces[tagns][-1] if prefix: tagname = "%s:%s" % (prefix, tagname) else: _push_ns_attr(("xmlns", tagns)) _push_ns("", tagns) new_attrs = [] for attr, value in attrs: attrname = attr.localname attrns = attr.namespace if attrns: if attrns not in namespaces: prefix = _gen_prefix() _push_ns(prefix, attrns) _push_ns_attr(("xmlns:%s" % prefix, attrns)) else: prefix = namespaces[attrns][-1] if prefix: attrname = "%s:%s" % (prefix, attrname) new_attrs.append((attrname, value)) data = _emit(kind, data, (tagname, Attrs(ns_attrs + new_attrs))) yield kind, data, pos del ns_attrs[:] elif kind is END: tagname = data.localname tagns = data.namespace if tagns: prefix = namespaces[tagns][-1] if prefix: tagname = "%s:%s" % (prefix, tagname) yield kind, _emit(kind, data, tagname), pos elif kind is START_NS: prefix, uri = data if uri not in namespaces: prefix = prefixes.get(uri, [prefix])[-1] _push_ns_attr(_make_ns_attr(prefix, uri)) _push_ns(prefix, uri) elif kind is END_NS: if data in prefixes: uri = _pop_ns(data) if ns_attrs: attr = _make_ns_attr(data, uri) if attr in ns_attrs: ns_attrs.remove(attr) else: yield kind, data, pos class WhitespaceFilter(object): """A filter that removes extraneous ignorable white space from the stream. """ def __init__(self, preserve=None, noescape=None): """Initialize the filter. :param preserve: a set or sequence of tag names for which white-space should be preserved :param noescape: a set or sequence of tag names for which text content should not be escaped The `noescape` set is expected to refer to elements that cannot contain further child elements (such as ``<style>`` or ``<script>`` in HTML documents). """ if preserve is None: preserve = [] self.preserve = frozenset(preserve) if noescape is None: noescape = [] self.noescape = frozenset(noescape) def __call__( self, stream, ctxt=None, space=XML_NAMESPACE["space"], trim_trailing_space=re.compile("[ \t]+(?=\n)").sub, collapse_lines=re.compile("\n{2,}").sub, ): mjoin = Markup("").join preserve_elems = self.preserve preserve = 0 noescape_elems = self.noescape noescape = False textbuf = [] push_text = textbuf.append pop_text = textbuf.pop for kind, data, pos in chain(stream, [(None, None, None)]): if kind is TEXT: if noescape: data = Markup(data) push_text(data) else: if textbuf: if len(textbuf) > 1: text = mjoin(textbuf, escape_quotes=False) del textbuf[:] else: text = escape(pop_text(), quotes=False) if not preserve: text = collapse_lines("\n", trim_trailing_space("", text)) yield TEXT, Markup(text), pos if kind is START: tag, attrs = data if preserve or ( tag in preserve_elems or attrs.get(space) == "preserve" ): preserve += 1 if not noescape and tag in noescape_elems: noescape = True elif kind is END: noescape = False if preserve: preserve -= 1 elif kind is START_CDATA: noescape = True elif kind is END_CDATA: noescape = False if kind: yield kind, data, pos class DocTypeInserter(object): """A filter that inserts the DOCTYPE declaration in the correct location, after the XML declaration. """ def __init__(self, doctype): """Initialize the filter. :param doctype: DOCTYPE as a string or DocType object. """ if isinstance(doctype, six.string_types): doctype = DocType.get(doctype) self.doctype_event = (DOCTYPE, doctype, (None, -1, -1)) def __call__(self, stream): doctype_inserted = False for kind, data, pos in stream: if not doctype_inserted: doctype_inserted = True if kind is XML_DECL: yield (kind, data, pos) yield self.doctype_event continue yield self.doctype_event yield (kind, data, pos) if not doctype_inserted: yield self.doctype_event
data/Genshi-0.7.7/genshi/output.py
13,601
9,034
22,642
LOAD_CONST 'atleast_1d' LOAD_CONST 'atleast_2d' LOAD_CONST 'atleast_3d' LOAD_CONST 'block' LOAD_CONST 'hstack' LOAD_CONST 'stack' LOAD_CONST 'vstack' BUILD_LIST STORE_NAME __all__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 1 LOAD_CONST ('numeric',) IMPORT_NAME IMPORT_FROM numeric STORE_NAME _nx POP_TOP LOAD_CONST 1 LOAD_CONST ('overrides',) IMPORT_NAME IMPORT_FROM overrides STORE_NAME overrides POP_TOP LOAD_CONST 1 LOAD_CONST ('array', 'asanyarray', 'normalize_axis_index') IMPORT_NAME multiarray IMPORT_FROM array STORE_NAME array IMPORT_FROM asanyarray STORE_NAME asanyarray IMPORT_FROM normalize_axis_index STORE_NAME normalize_axis_index POP_TOP LOAD_CONST 1 LOAD_CONST ('fromnumeric',) IMPORT_NAME IMPORT_FROM fromnumeric STORE_NAME _from_nx POP_TOP LOAD_NAME functools LOAD_ATTR partial LOAD_NAME overrides LOAD_ATTR array_function_dispatch LOAD_CONST 'numpy' LOAD_CONST ('module',) CALL_FUNCTION STORE_NAME array_function_dispatch LOAD_CONST <code object _atleast_1d_dispatcher at 0x7fab702cd930, file "f.py", line 27> LOAD_CONST '_atleast_1d_dispatcher' MAKE_FUNCTION STORE_NAME _atleast_1d_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _atleast_1d_dispatcher CALL_FUNCTION LOAD_CONST <code object atleast_1d at 0x7fab702cdc90, file "f.py", line 31> LOAD_CONST 'atleast_1d' MAKE_FUNCTION CALL_FUNCTION STORE_NAME atleast_1d LOAD_CONST <code object _atleast_2d_dispatcher at 0x7fab702cded0, file "f.py", line 85> LOAD_CONST '_atleast_2d_dispatcher' MAKE_FUNCTION STORE_NAME _atleast_2d_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _atleast_2d_dispatcher CALL_FUNCTION LOAD_CONST <code object atleast_2d at 0x7fab702cd6f0, file "f.py", line 89> LOAD_CONST 'atleast_2d' MAKE_FUNCTION CALL_FUNCTION STORE_NAME atleast_2d LOAD_CONST <code object _atleast_3d_dispatcher at 0x7fab702cd660, file "f.py", line 143> LOAD_CONST '_atleast_3d_dispatcher' MAKE_FUNCTION STORE_NAME _atleast_3d_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _atleast_3d_dispatcher CALL_FUNCTION LOAD_CONST <code object atleast_3d at 0x7fab8212bd20, file "f.py", line 147> LOAD_CONST 'atleast_3d' MAKE_FUNCTION CALL_FUNCTION STORE_NAME atleast_3d LOAD_CONST (4,) LOAD_CONST <code object _arrays_for_stack_dispatcher at 0x7fab8212b030, file "f.py", line 215> LOAD_CONST '_arrays_for_stack_dispatcher' MAKE_FUNCTION STORE_NAME _arrays_for_stack_dispatcher LOAD_CONST None LOAD_CONST None LOAD_CONST ('dtype', 'casting') BUILD_CONST_KEY_MAP LOAD_CONST <code object _vhstack_dispatcher at 0x7fab8212bc00, file "f.py", line 229> LOAD_CONST '_vhstack_dispatcher' MAKE_FUNCTION STORE_NAME _vhstack_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _vhstack_dispatcher CALL_FUNCTION LOAD_CONST None LOAD_CONST 'same_kind' LOAD_CONST ('dtype', 'casting') BUILD_CONST_KEY_MAP LOAD_CONST <code object vstack at 0x7fab8212b6f0, file "f.py", line 233> LOAD_CONST 'vstack' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vstack LOAD_NAME array_function_dispatch LOAD_NAME _vhstack_dispatcher CALL_FUNCTION LOAD_CONST None LOAD_CONST 'same_kind' LOAD_CONST ('dtype', 'casting') BUILD_CONST_KEY_MAP LOAD_CONST <code object hstack at 0x7fab8212b780, file "f.py", line 308> LOAD_CONST 'hstack' MAKE_FUNCTION CALL_FUNCTION STORE_NAME hstack LOAD_CONST (None, None) LOAD_CONST None LOAD_CONST None LOAD_CONST ('dtype', 'casting') BUILD_CONST_KEY_MAP LOAD_CONST <code object _stack_dispatcher at 0x7fab8212b1e0, file "f.py", line 380> LOAD_CONST '_stack_dispatcher' MAKE_FUNCTION STORE_NAME _stack_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _stack_dispatcher CALL_FUNCTION LOAD_CONST (0, None) LOAD_CONST None LOAD_CONST 'same_kind' LOAD_CONST ('dtype', 'casting') BUILD_CONST_KEY_MAP LOAD_CONST <code object stack at 0x7fab703f0ed0, file "f.py", line 388> LOAD_CONST 'stack' MAKE_FUNCTION CALL_FUNCTION STORE_NAME stack LOAD_NAME getattr LOAD_NAME _from_nx LOAD_ATTR size LOAD_CONST '__wrapped__' LOAD_NAME _from_nx LOAD_ATTR size CALL_FUNCTION STORE_NAME _size LOAD_NAME getattr LOAD_NAME _from_nx LOAD_ATTR ndim LOAD_CONST '__wrapped__' LOAD_NAME _from_nx LOAD_ATTR ndim CALL_FUNCTION STORE_NAME _ndim LOAD_NAME getattr LOAD_NAME _from_nx LOAD_ATTR concatenate LOAD_CONST '__wrapped__' LOAD_NAME _from_nx LOAD_ATTR concatenate CALL_FUNCTION STORE_NAME _concatenate LOAD_CONST <code object _block_format_index at 0x7fab82309780, file "f.py", line 485> LOAD_CONST '_block_format_index' MAKE_FUNCTION STORE_NAME _block_format_index BUILD_LIST BUILD_TUPLE LOAD_CONST <code object _block_check_depths_match at 0x7fab823096f0, file "f.py", line 493> LOAD_CONST '_block_check_depths_match' MAKE_FUNCTION STORE_NAME _block_check_depths_match LOAD_CONST <code object _atleast_nd at 0x7fab82309660, file "f.py", line 561> LOAD_CONST '_atleast_nd' MAKE_FUNCTION STORE_NAME _atleast_nd LOAD_CONST <code object _accumulate at 0x7fab823c1300, file "f.py", line 565> LOAD_CONST '_accumulate' MAKE_FUNCTION STORE_NAME _accumulate LOAD_CONST <code object _concatenate_shapes at 0x7fab823c1150, file "f.py", line 569> LOAD_CONST '_concatenate_shapes' MAKE_FUNCTION STORE_NAME _concatenate_shapes LOAD_CONST (0,) LOAD_CONST <code object _block_info_recursion at 0x7fab823c1420, file "f.py", line 626> LOAD_CONST '_block_info_recursion' MAKE_FUNCTION STORE_NAME _block_info_recursion LOAD_CONST (0,) LOAD_CONST <code object _block at 0x7fab823c15d0, file "f.py", line 678> LOAD_CONST '_block' MAKE_FUNCTION STORE_NAME _block LOAD_CONST <code object _block_dispatcher at 0x7fab823c16f0, file "f.py", line 694> LOAD_CONST '_block_dispatcher' MAKE_FUNCTION STORE_NAME _block_dispatcher LOAD_NAME array_function_dispatch LOAD_NAME _block_dispatcher CALL_FUNCTION LOAD_CONST <code object block at 0x7fab823c1780, file "f.py", line 702> LOAD_CONST 'block' MAKE_FUNCTION CALL_FUNCTION STORE_NAME block LOAD_CONST <code object _block_setup at 0x7fab823c1660, file "f.py", line 860> LOAD_CONST '_block_setup' MAKE_FUNCTION STORE_NAME _block_setup LOAD_CONST <code object _block_slicing at 0x7fab823c1810, file "f.py", line 875> LOAD_CONST '_block_slicing' MAKE_FUNCTION STORE_NAME _block_slicing LOAD_CONST <code object _block_concatenate at 0x7fab823c1ae0, file "f.py", line 889> LOAD_CONST '_block_concatenate' MAKE_FUNCTION STORE_NAME _block_concatenate LOAD_CONST None RETURN_VALUE LOAD_FAST arys RETURN_VALUE BUILD_LIST STORE_FAST res SETUP_LOOP to 62 LOAD_FAST arys GET_ITER FOR_ITER to 60 STORE_FAST ary LOAD_GLOBAL asanyarray LOAD_FAST ary CALL_FUNCTION STORE_FAST ary LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_METHOD reshape LOAD_CONST 1 CALL_METHOD STORE_FAST result JUMP_FORWARD to 48 LOAD_FAST ary STORE_FAST result LOAD_FAST res LOAD_METHOD append LOAD_FAST result CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST res LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST res RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST arys RETURN_VALUE BUILD_LIST STORE_FAST res SETUP_LOOP to 94 LOAD_FAST arys GET_ITER FOR_ITER to 92 STORE_FAST ary LOAD_GLOBAL asanyarray LOAD_FAST ary CALL_FUNCTION STORE_FAST ary LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_METHOD reshape LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST result JUMP_FORWARD to 80 LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_GLOBAL _nx LOAD_ATTR newaxis LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST result JUMP_FORWARD to 80 LOAD_FAST ary STORE_FAST result LOAD_FAST res LOAD_METHOD append LOAD_FAST result CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST res LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST res RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST arys RETURN_VALUE BUILD_LIST STORE_FAST res SETUP_LOOP to 136 LOAD_FAST arys GET_ITER FOR_ITER to 134 STORE_FAST ary LOAD_GLOBAL asanyarray LOAD_FAST ary CALL_FUNCTION STORE_FAST ary LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_METHOD reshape LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST result JUMP_FORWARD to 122 LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_GLOBAL _nx LOAD_ATTR newaxis LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL _nx LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR STORE_FAST result JUMP_FORWARD to 122 LOAD_FAST ary LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ary LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL _nx LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR STORE_FAST result JUMP_FORWARD to 122 LOAD_FAST ary STORE_FAST result LOAD_FAST res LOAD_METHOD append LOAD_FAST result CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST res LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST res RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST arrays LOAD_CONST '__getitem__' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL hasattr LOAD_FAST arrays LOAD_CONST '__iter__' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'arrays to stack must be passed as a "sequence" type such as list or tuple. Support for non-sequence iterables such as generators is deprecated as of NumPy 1.16 and will raise an error in the future.' LOAD_GLOBAL FutureWarning LOAD_FAST stacklevel LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST () RETURN_VALUE LOAD_FAST arrays RETURN_VALUE LOAD_GLOBAL _arrays_for_stack_dispatcher LOAD_FAST tup CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL overrides LOAD_ATTR ARRAY_FUNCTION_ENABLED POP_JUMP_IF_TRUE LOAD_GLOBAL _arrays_for_stack_dispatcher LOAD_FAST tup LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_GLOBAL atleast_2d LOAD_FAST tup CALL_FUNCTION STORE_FAST arrs LOAD_GLOBAL isinstance LOAD_FAST arrs LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST arrs BUILD_LIST STORE_FAST arrs LOAD_GLOBAL _nx LOAD_ATTR concatenate LOAD_FAST arrs LOAD_CONST 0 LOAD_FAST dtype LOAD_FAST casting LOAD_CONST ('dtype', 'casting') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL overrides LOAD_ATTR ARRAY_FUNCTION_ENABLED POP_JUMP_IF_TRUE LOAD_GLOBAL _arrays_for_stack_dispatcher LOAD_FAST tup LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_GLOBAL atleast_1d LOAD_FAST tup CALL_FUNCTION STORE_FAST arrs LOAD_GLOBAL isinstance LOAD_FAST arrs LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST arrs BUILD_LIST STORE_FAST arrs LOAD_FAST arrs POP_JUMP_IF_FALSE LOAD_FAST arrs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _nx LOAD_ATTR concatenate LOAD_FAST arrs LOAD_CONST 0 LOAD_FAST dtype LOAD_FAST casting LOAD_CONST ('dtype', 'casting') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _nx LOAD_ATTR concatenate LOAD_FAST arrs LOAD_CONST 1 LOAD_FAST dtype LOAD_FAST casting LOAD_CONST ('dtype', 'casting') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _arrays_for_stack_dispatcher LOAD_FAST arrays LOAD_CONST 6 LOAD_CONST ('stacklevel',) CALL_FUNCTION STORE_FAST arrays LOAD_FAST out LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST arrays CALL_FUNCTION STORE_FAST arrays LOAD_FAST arrays LOAD_METHOD append LOAD_FAST out CALL_METHOD POP_TOP LOAD_FAST arrays RETURN_VALUE LOAD_GLOBAL overrides LOAD_ATTR ARRAY_FUNCTION_ENABLED POP_JUMP_IF_TRUE LOAD_GLOBAL _arrays_for_stack_dispatcher LOAD_FAST arrays LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab8212b540, file "f.py", line 462> LOAD_CONST 'stack.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION STORE_FAST arrays LOAD_FAST arrays POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'need at least one array to stack' CALL_FUNCTION RAISE_VARARGS LOAD_CONST <code object <setcomp> at 0x7fab703f0930, file "f.py", line 466> LOAD_CONST 'stack.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION STORE_FAST shapes LOAD_GLOBAL len LOAD_FAST shapes CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'all input arrays must have the same shape' CALL_FUNCTION RAISE_VARARGS LOAD_FAST arrays LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR ndim LOAD_CONST 1 BINARY_ADD STORE_FAST result_ndim LOAD_GLOBAL normalize_axis_index LOAD_FAST axis LOAD_FAST result_ndim CALL_FUNCTION STORE_FAST axis LOAD_GLOBAL slice LOAD_CONST None CALL_FUNCTION BUILD_TUPLE LOAD_FAST axis BINARY_MULTIPLY LOAD_GLOBAL _nx LOAD_ATTR newaxis BUILD_TUPLE BINARY_ADD STORE_DEREF sl LOAD_CLOSURE sl BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703f0a50, file "f.py", line 474> LOAD_CONST 'stack.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION STORE_FAST expanded_arrays LOAD_GLOBAL _nx LOAD_ATTR concatenate LOAD_FAST expanded_arrays LOAD_FAST axis LOAD_FAST out LOAD_FAST dtype LOAD_FAST casting LOAD_CONST ('axis', 'out', 'dtype', 'casting') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST arr LOAD_GLOBAL asanyarray LOAD_FAST arr CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arr LOAD_FAST arr LOAD_ATTR shape SET_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST arr LOAD_FAST arr LOAD_DEREF sl BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab82309030, file "f.py", line 489> LOAD_CONST '_block_format_index.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST index GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST idx_str LOAD_CONST 'arrays' LOAD_FAST idx_str BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST i LOAD_FAST i LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST '[{}]' LOAD_METHOD format LOAD_FAST i CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL type LOAD_FAST arrays CALL_FUNCTION LOAD_GLOBAL tuple COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '{} is a tuple. Only lists can be used to arrange blocks, and np.block does not allow implicit conversion from tuple to ndarray.' LOAD_METHOD format LOAD_GLOBAL _block_format_index LOAD_DEREF parent_index CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 266 LOAD_GLOBAL type LOAD_FAST arrays CALL_FUNCTION LOAD_GLOBAL list COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST arrays CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CLOSURE parent_index BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab82309810, file "f.py", line 534> LOAD_CONST '_block_check_depths_match.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_FAST arrays CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST idxs_ndims LOAD_GLOBAL next LOAD_FAST idxs_ndims CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST first_index STORE_FAST max_arr_ndim STORE_FAST final_size SETUP_LOOP to 194 LOAD_FAST idxs_ndims GET_ITER FOR_ITER to 192 UNPACK_SEQUENCE STORE_FAST index STORE_FAST ndim STORE_FAST size LOAD_FAST final_size LOAD_FAST size INPLACE_ADD STORE_FAST final_size LOAD_FAST ndim LOAD_FAST max_arr_ndim COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST ndim STORE_FAST max_arr_ndim LOAD_GLOBAL len LOAD_FAST index CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST first_index CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'List depths are mismatched. First element was at depth {}, but there is an element at depth {} ({})' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST first_index CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST index CALL_FUNCTION LOAD_GLOBAL _block_format_index LOAD_FAST index CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST index LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST index STORE_FAST first_index JUMP_ABSOLUTE POP_BLOCK LOAD_FAST first_index LOAD_FAST max_arr_ndim LOAD_FAST final_size BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL type LOAD_FAST arrays CALL_FUNCTION LOAD_GLOBAL list COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST arrays CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF parent_index LOAD_CONST None BUILD_LIST BINARY_ADD LOAD_CONST 0 LOAD_CONST 0 BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL _size LOAD_FAST arrays CALL_FUNCTION STORE_FAST size LOAD_DEREF parent_index LOAD_GLOBAL _ndim LOAD_FAST arrays CALL_FUNCTION LOAD_FAST size BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST i STORE_FAST arr LOAD_GLOBAL _block_check_depths_match LOAD_FAST arr LOAD_DEREF parent_index LOAD_FAST i BUILD_LIST BINARY_ADD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL array LOAD_FAST a LOAD_FAST ndim LOAD_CONST False LOAD_CONST True LOAD_CONST ('ndmin', 'copy', 'subok') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_METHOD accumulate LOAD_FAST values CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE axis BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab823c1030, file "f.py", line 604> LOAD_CONST '_concatenate_shapes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST shapes GET_ITER CALL_FUNCTION STORE_FAST shape_at_axis LOAD_FAST shapes LOAD_CONST 0 BINARY_SUBSCR STORE_FAST first_shape LOAD_FAST first_shape LOAD_CONST None LOAD_DEREF axis BUILD_SLICE BINARY_SUBSCR STORE_DEREF first_shape_pre LOAD_FAST first_shape LOAD_DEREF axis LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_DEREF first_shape_post LOAD_GLOBAL any LOAD_CLOSURE axis LOAD_CLOSURE first_shape_post LOAD_CLOSURE first_shape_pre BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab823c10c0, file "f.py", line 611> LOAD_CONST '_concatenate_shapes.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shapes GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Mismatched array shapes in block along axis {}.' LOAD_METHOD format LOAD_DEREF axis CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_DEREF first_shape_pre LOAD_GLOBAL sum LOAD_FAST shape_at_axis CALL_FUNCTION BUILD_TUPLE BINARY_ADD LOAD_FAST first_shape LOAD_DEREF axis LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST shape LOAD_GLOBAL _accumulate LOAD_FAST shape_at_axis CALL_FUNCTION STORE_FAST offsets_at_axis LOAD_CONST <code object <listcomp> at 0x7fab823c11e0, file "f.py", line 620> LOAD_CONST '_concatenate_shapes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_CONST 0 BUILD_LIST LOAD_FAST offsets_at_axis BINARY_ADD LOAD_FAST offsets_at_axis CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST slice_prefixes LOAD_FAST shape LOAD_FAST slice_prefixes BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST shape LOAD_FAST shape LOAD_DEREF axis BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 46 STORE_FAST shape LOAD_FAST shape LOAD_CONST None LOAD_DEREF axis BUILD_SLICE BINARY_SUBSCR LOAD_DEREF first_shape_pre COMPARE_OP != JUMP_IF_TRUE_OR_POP LOAD_FAST shape LOAD_DEREF axis LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_DEREF first_shape_post COMPARE_OP != YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST start STORE_FAST end LOAD_GLOBAL slice LOAD_FAST start LOAD_FAST end CALL_FUNCTION BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF depth LOAD_DEREF max_depth COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL zip LOAD_CLOSURE depth LOAD_CLOSURE max_depth LOAD_CLOSURE result_ndim BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab823c14b0, file "f.py", line 656> LOAD_CONST '_block_info_recursion.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shapes STORE_FAST slices STORE_FAST arrays LOAD_DEREF result_ndim LOAD_DEREF max_depth BINARY_SUBTRACT LOAD_DEREF depth BINARY_ADD STORE_FAST axis LOAD_GLOBAL _concatenate_shapes LOAD_FAST shapes LOAD_FAST axis CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shape STORE_FAST slice_prefixes LOAD_CONST <code object <listcomp> at 0x7fab823c1390, file "f.py", line 665> LOAD_CONST '_block_info_recursion.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST slice_prefixes LOAD_FAST slices CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST slices LOAD_GLOBAL functools LOAD_METHOD reduce LOAD_GLOBAL operator LOAD_ATTR add LOAD_FAST arrays CALL_METHOD STORE_FAST arrays LOAD_FAST shape LOAD_FAST slices LOAD_FAST arrays BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL _atleast_nd LOAD_FAST arrays LOAD_DEREF result_ndim CALL_FUNCTION STORE_FAST arr LOAD_FAST arr LOAD_ATTR shape LOAD_CONST () BUILD_LIST LOAD_FAST arr BUILD_LIST BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST arr LOAD_GLOBAL _block_info_recursion LOAD_FAST arr LOAD_DEREF max_depth LOAD_DEREF result_ndim LOAD_DEREF depth LOAD_CONST 1 BINARY_ADD CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST slice_prefix STORE_FAST inner_slices LOAD_FAST inner_slices GET_ITER FOR_ITER to 30 STORE_FAST the_slice LOAD_FAST slice_prefix LOAD_FAST the_slice BINARY_ADD LIST_APPEND JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF depth LOAD_DEREF max_depth COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CLOSURE depth LOAD_CLOSURE max_depth LOAD_CLOSURE result_ndim BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab823c1540, file "f.py", line 688> LOAD_CONST '_block.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION STORE_FAST arrs LOAD_GLOBAL _concatenate LOAD_FAST arrs LOAD_DEREF max_depth LOAD_DEREF depth BINARY_SUBTRACT UNARY_NEGATIVE LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _atleast_nd LOAD_FAST arrays LOAD_DEREF result_ndim CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST arr LOAD_GLOBAL _block LOAD_FAST arr LOAD_DEREF max_depth LOAD_DEREF result_ndim LOAD_DEREF depth LOAD_CONST 1 BINARY_ADD CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL type LOAD_FAST arrays CALL_FUNCTION LOAD_GLOBAL list COMPARE_OP is POP_JUMP_IF_FALSE SETUP_LOOP to 48 LOAD_FAST arrays GET_ITER FOR_ITER to 38 STORE_FAST subarrays LOAD_GLOBAL _block_dispatcher LOAD_FAST subarrays CALL_FUNCTION GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 48 LOAD_FAST arrays YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _block_setup LOAD_FAST arrays CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arrays STORE_FAST list_ndim STORE_FAST result_ndim STORE_FAST final_size LOAD_FAST list_ndim LOAD_FAST final_size BINARY_MULTIPLY LOAD_CONST 524288 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL _block_slicing LOAD_FAST arrays LOAD_FAST list_ndim LOAD_FAST result_ndim CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _block_concatenate LOAD_FAST arrays LOAD_FAST list_ndim LOAD_FAST result_ndim CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _block_check_depths_match LOAD_FAST arrays CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST bottom_index STORE_FAST arr_ndim STORE_FAST final_size LOAD_GLOBAL len LOAD_FAST bottom_index CALL_FUNCTION STORE_FAST list_ndim LOAD_FAST bottom_index POP_JUMP_IF_FALSE LOAD_FAST bottom_index LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'List at {} cannot be empty' LOAD_METHOD format LOAD_GLOBAL _block_format_index LOAD_FAST bottom_index CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL max LOAD_FAST arr_ndim LOAD_FAST list_ndim CALL_FUNCTION STORE_FAST result_ndim LOAD_FAST arrays LOAD_FAST list_ndim LOAD_FAST result_ndim LOAD_FAST final_size BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL _block_info_recursion LOAD_FAST arrays LOAD_FAST list_ndim LOAD_FAST result_ndim CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shape STORE_FAST slices STORE_FAST arrays LOAD_GLOBAL _nx LOAD_ATTR result_type LOAD_CONST <code object <listcomp> at 0x7fab823c18a0, file "f.py", line 877> LOAD_CONST '_block_slicing.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST dtype LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab823c1930, file "f.py", line 879> LOAD_CONST '_block_slicing.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST F_order LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab823c19c0, file "f.py", line 880> LOAD_CONST '_block_slicing.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST C_order LOAD_FAST F_order POP_JUMP_IF_FALSE LOAD_FAST C_order POP_JUMP_IF_TRUE LOAD_CONST 'F' JUMP_FORWARD to 88 LOAD_CONST 'C' STORE_FAST order LOAD_GLOBAL _nx LOAD_ATTR empty LOAD_FAST shape LOAD_FAST dtype LOAD_FAST order LOAD_CONST ('shape', 'dtype', 'order') CALL_FUNCTION STORE_FAST result SETUP_LOOP to 144 LOAD_GLOBAL zip LOAD_FAST slices LOAD_FAST arrays CALL_FUNCTION GET_ITER FOR_ITER to 142 UNPACK_SEQUENCE STORE_FAST the_slice STORE_FAST arr LOAD_FAST arr LOAD_FAST result LOAD_GLOBAL Ellipsis BUILD_TUPLE LOAD_FAST the_slice BINARY_ADD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arr LOAD_FAST arr LOAD_ATTR dtype LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arr LOAD_FAST arr LOAD_ATTR flags LOAD_CONST 'F_CONTIGUOUS' BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arr LOAD_FAST arr LOAD_ATTR flags LOAD_CONST 'C_CONTIGUOUS' BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _block LOAD_FAST arrays LOAD_FAST list_ndim LOAD_FAST result_ndim CALL_FUNCTION STORE_FAST result LOAD_FAST list_ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD copy CALL_METHOD STORE_FAST result LOAD_FAST result RETURN_VALUE
__all__ = [ "atleast_1d", "atleast_2d", "atleast_3d", "block", "hstack", "stack", "vstack", ] import functools import itertools import operator import warnings from . import numeric as _nx from . import overrides from .multiarray import array, asanyarray, normalize_axis_index from . import fromnumeric as _from_nx array_function_dispatch = functools.partial( overrides.array_function_dispatch, module="numpy" ) def _atleast_1d_dispatcher(*arys): return arys @array_function_dispatch(_atleast_1d_dispatcher) def atleast_1d(*arys): """ Convert inputs to arrays with at least one dimension. Scalar inputs are converted to 1-dimensional arrays, whilst higher-dimensional inputs are preserved. Parameters ---------- arys1, arys2, ... : array_like One or more input arrays. Returns ------- ret : ndarray An array, or list of arrays, each with ``a.ndim >= 1``. Copies are made only if necessary. See Also -------- atleast_2d, atleast_3d Examples -------- >>> np.atleast_1d(1.0) array([1.]) >>> x = np.arange(9.0).reshape(3,3) >>> np.atleast_1d(x) array([[0., 1., 2.], [3., 4., 5.], [6., 7., 8.]]) >>> np.atleast_1d(x) is x True >>> np.atleast_1d(1, [3, 4]) [array([1]), array([3, 4])] """ res = [] for ary in arys: ary = asanyarray(ary) if ary.ndim == 0: result = ary.reshape(1) else: result = ary res.append(result) if len(res) == 1: return res[0] else: return res def _atleast_2d_dispatcher(*arys): return arys @array_function_dispatch(_atleast_2d_dispatcher) def atleast_2d(*arys): """ View inputs as arrays with at least two dimensions. Parameters ---------- arys1, arys2, ... : array_like One or more array-like sequences. Non-array inputs are converted to arrays. Arrays that already have two or more dimensions are preserved. Returns ------- res, res2, ... : ndarray An array, or list of arrays, each with ``a.ndim >= 2``. Copies are avoided where possible, and views with two or more dimensions are returned. See Also -------- atleast_1d, atleast_3d Examples -------- >>> np.atleast_2d(3.0) array([[3.]]) >>> x = np.arange(3.0) >>> np.atleast_2d(x) array([[0., 1., 2.]]) >>> np.atleast_2d(x).base is x True >>> np.atleast_2d(1, [1, 2], [[1, 2]]) [array([[1]]), array([[1, 2]]), array([[1, 2]])] """ res = [] for ary in arys: ary = asanyarray(ary) if ary.ndim == 0: result = ary.reshape(1, 1) elif ary.ndim == 1: result = ary[_nx.newaxis, :] else: result = ary res.append(result) if len(res) == 1: return res[0] else: return res def _atleast_3d_dispatcher(*arys): return arys @array_function_dispatch(_atleast_3d_dispatcher) def atleast_3d(*arys): """ View inputs as arrays with at least three dimensions. Parameters ---------- arys1, arys2, ... : array_like One or more array-like sequences. Non-array inputs are converted to arrays. Arrays that already have three or more dimensions are preserved. Returns ------- res1, res2, ... : ndarray An array, or list of arrays, each with ``a.ndim >= 3``. Copies are avoided where possible, and views with three or more dimensions are returned. For example, a 1-D array of shape ``(N,)`` becomes a view of shape ``(1, N, 1)``, and a 2-D array of shape ``(M, N)`` becomes a view of shape ``(M, N, 1)``. See Also -------- atleast_1d, atleast_2d Examples -------- >>> np.atleast_3d(3.0) array([[[3.]]]) >>> x = np.arange(3.0) >>> np.atleast_3d(x).shape (1, 3, 1) >>> x = np.arange(12.0).reshape(4,3) >>> np.atleast_3d(x).shape (4, 3, 1) >>> np.atleast_3d(x).base is x.base # x is a reshape, so not base itself True >>> for arr in np.atleast_3d([1, 2], [[1, 2]], [[[1, 2]]]): ... print(arr, arr.shape) # doctest: +SKIP ... [[[1] [2]]] (1, 2, 1) [[[1] [2]]] (1, 2, 1) [[[1 2]]] (1, 1, 2) """ res = [] for ary in arys: ary = asanyarray(ary) if ary.ndim == 0: result = ary.reshape(1, 1, 1) elif ary.ndim == 1: result = ary[_nx.newaxis, :, _nx.newaxis] elif ary.ndim == 2: result = ary[:, :, _nx.newaxis] else: result = ary res.append(result) if len(res) == 1: return res[0] else: return res def _arrays_for_stack_dispatcher(arrays, stacklevel=4): if not hasattr(arrays, "__getitem__") and hasattr(arrays, "__iter__"): warnings.warn( 'arrays to stack must be passed as a "sequence" type ' "such as list or tuple. Support for non-sequence " "iterables such as generators is deprecated as of " "NumPy 1.16 and will raise an error in the future.", FutureWarning, stacklevel=stacklevel, ) return () return arrays def _vhstack_dispatcher(tup, *, dtype=None, casting=None): return _arrays_for_stack_dispatcher(tup) @array_function_dispatch(_vhstack_dispatcher) def vstack(tup, *, dtype=None, casting="same_kind"): """ Stack arrays in sequence vertically (row wise). This is equivalent to concatenation along the first axis after 1-D arrays of shape `(N,)` have been reshaped to `(1,N)`. Rebuilds arrays divided by `vsplit`. This function makes most sense for arrays with up to 3 dimensions. For instance, for pixel-data with a height (first axis), width (second axis), and r/g/b channels (third axis). The functions `concatenate`, `stack` and `block` provide more general stacking and concatenation operations. ``np.row_stack`` is an alias for `vstack`. They are the same function. Parameters ---------- tup : sequence of ndarrays The arrays must have the same shape along all but the first axis. 1-D arrays must have the same length. dtype : str or dtype If provided, the destination array will have this dtype. Cannot be provided together with `out`. .. versionadded:: 1.24 casting : {'no', 'equiv', 'safe', 'same_kind', 'unsafe'}, optional Controls what kind of data casting may occur. Defaults to 'same_kind'. .. versionadded:: 1.24 Returns ------- stacked : ndarray The array formed by stacking the given arrays, will be at least 2-D. See Also -------- concatenate : Join a sequence of arrays along an existing axis. stack : Join a sequence of arrays along a new axis. block : Assemble an nd-array from nested lists of blocks. hstack : Stack arrays in sequence horizontally (column wise). dstack : Stack arrays in sequence depth wise (along third axis). column_stack : Stack 1-D arrays as columns into a 2-D array. vsplit : Split an array into multiple sub-arrays vertically (row-wise). Examples -------- >>> a = np.array([1, 2, 3]) >>> b = np.array([4, 5, 6]) >>> np.vstack((a,b)) array([[1, 2, 3], [4, 5, 6]]) >>> a = np.array([[1], [2], [3]]) >>> b = np.array([[4], [5], [6]]) >>> np.vstack((a,b)) array([[1], [2], [3], [4], [5], [6]]) """ if not overrides.ARRAY_FUNCTION_ENABLED: _arrays_for_stack_dispatcher(tup, stacklevel=2) arrs = atleast_2d(*tup) if not isinstance(arrs, list): arrs = [arrs] return _nx.concatenate(arrs, 0, dtype=dtype, casting=casting) @array_function_dispatch(_vhstack_dispatcher) def hstack(tup, *, dtype=None, casting="same_kind"): """ Stack arrays in sequence horizontally (column wise). This is equivalent to concatenation along the second axis, except for 1-D arrays where it concatenates along the first axis. Rebuilds arrays divided by `hsplit`. This function makes most sense for arrays with up to 3 dimensions. For instance, for pixel-data with a height (first axis), width (second axis), and r/g/b channels (third axis). The functions `concatenate`, `stack` and `block` provide more general stacking and concatenation operations. Parameters ---------- tup : sequence of ndarrays The arrays must have the same shape along all but the second axis, except 1-D arrays which can be any length. dtype : str or dtype If provided, the destination array will have this dtype. Cannot be provided together with `out`. .. versionadded:: 1.24 casting : {'no', 'equiv', 'safe', 'same_kind', 'unsafe'}, optional Controls what kind of data casting may occur. Defaults to 'same_kind'. .. versionadded:: 1.24 Returns ------- stacked : ndarray The array formed by stacking the given arrays. See Also -------- concatenate : Join a sequence of arrays along an existing axis. stack : Join a sequence of arrays along a new axis. block : Assemble an nd-array from nested lists of blocks. vstack : Stack arrays in sequence vertically (row wise). dstack : Stack arrays in sequence depth wise (along third axis). column_stack : Stack 1-D arrays as columns into a 2-D array. hsplit : Split an array into multiple sub-arrays horizontally (column-wise). Examples -------- >>> a = np.array((1,2,3)) >>> b = np.array((4,5,6)) >>> np.hstack((a,b)) array([1, 2, 3, 4, 5, 6]) >>> a = np.array([[1],[2],[3]]) >>> b = np.array([[4],[5],[6]]) >>> np.hstack((a,b)) array([[1, 4], [2, 5], [3, 6]]) """ if not overrides.ARRAY_FUNCTION_ENABLED: _arrays_for_stack_dispatcher(tup, stacklevel=2) arrs = atleast_1d(*tup) if not isinstance(arrs, list): arrs = [arrs] if arrs and arrs[0].ndim == 1: return _nx.concatenate(arrs, 0, dtype=dtype, casting=casting) else: return _nx.concatenate(arrs, 1, dtype=dtype, casting=casting) def _stack_dispatcher(arrays, axis=None, out=None, *, dtype=None, casting=None): arrays = _arrays_for_stack_dispatcher(arrays, stacklevel=6) if out is not None: arrays = list(arrays) arrays.append(out) return arrays @array_function_dispatch(_stack_dispatcher) def stack(arrays, axis=0, out=None, *, dtype=None, casting="same_kind"): """ Join a sequence of arrays along a new axis. The ``axis`` parameter specifies the index of the new axis in the dimensions of the result. For example, if ``axis=0`` it will be the first dimension and if ``axis=-1`` it will be the last dimension. .. versionadded:: 1.10.0 Parameters ---------- arrays : sequence of array_like Each array must have the same shape. axis : int, optional The axis in the result array along which the input arrays are stacked. out : ndarray, optional If provided, the destination to place the result. The shape must be correct, matching that of what stack would have returned if no out argument were specified. dtype : str or dtype If provided, the destination array will have this dtype. Cannot be provided together with `out`. .. versionadded:: 1.24 casting : {'no', 'equiv', 'safe', 'same_kind', 'unsafe'}, optional Controls what kind of data casting may occur. Defaults to 'same_kind'. .. versionadded:: 1.24 Returns ------- stacked : ndarray The stacked array has one more dimension than the input arrays. See Also -------- concatenate : Join a sequence of arrays along an existing axis. block : Assemble an nd-array from nested lists of blocks. split : Split array into a list of multiple sub-arrays of equal size. Examples -------- >>> arrays = [np.random.randn(3, 4) for _ in range(10)] >>> np.stack(arrays, axis=0).shape (10, 3, 4) >>> np.stack(arrays, axis=1).shape (3, 10, 4) >>> np.stack(arrays, axis=2).shape (3, 4, 10) >>> a = np.array([1, 2, 3]) >>> b = np.array([4, 5, 6]) >>> np.stack((a, b)) array([[1, 2, 3], [4, 5, 6]]) >>> np.stack((a, b), axis=-1) array([[1, 4], [2, 5], [3, 6]]) """ if not overrides.ARRAY_FUNCTION_ENABLED: _arrays_for_stack_dispatcher(arrays, stacklevel=2) arrays = [asanyarray(arr) for arr in arrays] if not arrays: raise ValueError("need at least one array to stack") shapes = {arr.shape for arr in arrays} if len(shapes) != 1: raise ValueError("all input arrays must have the same shape") result_ndim = arrays[0].ndim + 1 axis = normalize_axis_index(axis, result_ndim) sl = (slice(None),) * axis + (_nx.newaxis,) expanded_arrays = [arr[sl] for arr in arrays] return _nx.concatenate( expanded_arrays, axis=axis, out=out, dtype=dtype, casting=casting ) _size = getattr(_from_nx.size, "__wrapped__", _from_nx.size) _ndim = getattr(_from_nx.ndim, "__wrapped__", _from_nx.ndim) _concatenate = getattr(_from_nx.concatenate, "__wrapped__", _from_nx.concatenate) def _block_format_index(index): """ Convert a list of indices ``[0, 1, 2]`` into ``"arrays[0][1][2]"``. """ idx_str = "".join("[{}]".format(i) for i in index if i is not None) return "arrays" + idx_str def _block_check_depths_match(arrays, parent_index=[]): """ Recursive function checking that the depths of nested lists in `arrays` all match. Mismatch raises a ValueError as described in the block docstring below. The entire index (rather than just the depth) needs to be calculated for each innermost list, in case an error needs to be raised, so that the index of the offending list can be printed as part of the error. Parameters ---------- arrays : nested list of arrays The arrays to check parent_index : list of int The full index of `arrays` within the nested lists passed to `_block_check_depths_match` at the top of the recursion. Returns ------- first_index : list of int The full index of an element from the bottom of the nesting in `arrays`. If any element at the bottom is an empty list, this will refer to it, and the last index along the empty axis will be None. max_arr_ndim : int The maximum of the ndims of the arrays nested in `arrays`. final_size: int The number of elements in the final array. This is used the motivate the choice of algorithm used using benchmarking wisdom. """ if type(arrays) is tuple: raise TypeError( "{} is a tuple. " "Only lists can be used to arrange blocks, and np.block does " "not allow implicit conversion from tuple to ndarray.".format( _block_format_index(parent_index) ) ) elif type(arrays) is list and len(arrays) > 0: idxs_ndims = ( _block_check_depths_match(arr, parent_index + [i]) for i, arr in enumerate(arrays) ) first_index, max_arr_ndim, final_size = next(idxs_ndims) for index, ndim, size in idxs_ndims: final_size += size if ndim > max_arr_ndim: max_arr_ndim = ndim if len(index) != len(first_index): raise ValueError( "List depths are mismatched. First element was at depth " "{}, but there is an element at depth {} ({})".format( len(first_index), len(index), _block_format_index(index) ) ) if index[-1] is None: first_index = index return first_index, max_arr_ndim, final_size elif type(arrays) is list and len(arrays) == 0: return parent_index + [None], 0, 0 else: size = _size(arrays) return parent_index, _ndim(arrays), size def _atleast_nd(a, ndim): return array(a, ndmin=ndim, copy=False, subok=True) def _accumulate(values): return list(itertools.accumulate(values)) def _concatenate_shapes(shapes, axis): """Given array shapes, return the resulting shape and slices prefixes. These help in nested concatenation. Returns ------- shape: tuple of int This tuple satisfies:: shape, _ = _concatenate_shapes([arr.shape for shape in arrs], axis) shape == concatenate(arrs, axis).shape slice_prefixes: tuple of (slice(start, end), ) For a list of arrays being concatenated, this returns the slice in the larger array at axis that needs to be sliced into. For example, the following holds:: ret = concatenate([a, b, c], axis) _, (sl_a, sl_b, sl_c) = concatenate_slices([a, b, c], axis) ret[(slice(None),) * axis + sl_a] == a ret[(slice(None),) * axis + sl_b] == b ret[(slice(None),) * axis + sl_c] == c These are called slice prefixes since they are used in the recursive blocking algorithm to compute the left-most slices during the recursion. Therefore, they must be prepended to rest of the slice that was computed deeper in the recursion. These are returned as tuples to ensure that they can quickly be added to existing slice tuple without creating a new tuple every time. """ shape_at_axis = [shape[axis] for shape in shapes] first_shape = shapes[0] first_shape_pre = first_shape[:axis] first_shape_post = first_shape[axis + 1 :] if any( shape[:axis] != first_shape_pre or shape[axis + 1 :] != first_shape_post for shape in shapes ): raise ValueError("Mismatched array shapes in block along axis {}.".format(axis)) shape = first_shape_pre + (sum(shape_at_axis),) + first_shape[axis + 1 :] offsets_at_axis = _accumulate(shape_at_axis) slice_prefixes = [ (slice(start, end),) for start, end in zip([0] + offsets_at_axis, offsets_at_axis) ] return shape, slice_prefixes def _block_info_recursion(arrays, max_depth, result_ndim, depth=0): """ Returns the shape of the final array, along with a list of slices and a list of arrays that can be used for assignment inside the new array Parameters ---------- arrays : nested list of arrays The arrays to check max_depth : list of int The number of nested lists result_ndim : int The number of dimensions in thefinal array. Returns ------- shape : tuple of int The shape that the final array will take on. slices: list of tuple of slices The slices into the full array required for assignment. These are required to be prepended with ``(Ellipsis, )`` to obtain to correct final index. arrays: list of ndarray The data to assign to each slice of the full array """ if depth < max_depth: shapes, slices, arrays = zip( *[ _block_info_recursion(arr, max_depth, result_ndim, depth + 1) for arr in arrays ] ) axis = result_ndim - max_depth + depth shape, slice_prefixes = _concatenate_shapes(shapes, axis) slices = [ slice_prefix + the_slice for slice_prefix, inner_slices in zip(slice_prefixes, slices) for the_slice in inner_slices ] arrays = functools.reduce(operator.add, arrays) return shape, slices, arrays else: arr = _atleast_nd(arrays, result_ndim) return arr.shape, [()], [arr] def _block(arrays, max_depth, result_ndim, depth=0): """ Internal implementation of block based on repeated concatenation. `arrays` is the argument passed to block. `max_depth` is the depth of nested lists within `arrays` and `result_ndim` is the greatest of the dimensions of the arrays in `arrays` and the depth of the lists in `arrays` (see block docstring for details). """ if depth < max_depth: arrs = [_block(arr, max_depth, result_ndim, depth + 1) for arr in arrays] return _concatenate(arrs, axis=-(max_depth - depth)) else: return _atleast_nd(arrays, result_ndim) def _block_dispatcher(arrays): if type(arrays) is list: for subarrays in arrays: yield from _block_dispatcher(subarrays) else: yield arrays @array_function_dispatch(_block_dispatcher) def block(arrays): """ Assemble an nd-array from nested lists of blocks. Blocks in the innermost lists are concatenated (see `concatenate`) along the last dimension (-1), then these are concatenated along the second-last dimension (-2), and so on until the outermost list is reached. Blocks can be of any dimension, but will not be broadcasted using the normal rules. Instead, leading axes of size 1 are inserted, to make ``block.ndim`` the same for all blocks. This is primarily useful for working with scalars, and means that code like ``np.block([v, 1])`` is valid, where ``v.ndim == 1``. When the nested list is two levels deep, this allows block matrices to be constructed from their components. .. versionadded:: 1.13.0 Parameters ---------- arrays : nested list of array_like or scalars (but not tuples) If passed a single ndarray or scalar (a nested list of depth 0), this is returned unmodified (and not copied). Elements shapes must match along the appropriate axes (without broadcasting), but leading 1s will be prepended to the shape as necessary to make the dimensions match. Returns ------- block_array : ndarray The array assembled from the given blocks. The dimensionality of the output is equal to the greatest of: * the dimensionality of all the inputs * the depth to which the input list is nested Raises ------ ValueError * If list depths are mismatched - for instance, ``[[a, b], c]`` is illegal, and should be spelt ``[[a, b], [c]]`` * If lists are empty - for instance, ``[[a, b], []]`` See Also -------- concatenate : Join a sequence of arrays along an existing axis. stack : Join a sequence of arrays along a new axis. vstack : Stack arrays in sequence vertically (row wise). hstack : Stack arrays in sequence horizontally (column wise). dstack : Stack arrays in sequence depth wise (along third axis). column_stack : Stack 1-D arrays as columns into a 2-D array. vsplit : Split an array into multiple sub-arrays vertically (row-wise). Notes ----- When called with only scalars, ``np.block`` is equivalent to an ndarray call. So ``np.block([[1, 2], [3, 4]])`` is equivalent to ``np.array([[1, 2], [3, 4]])``. This function does not enforce that the blocks lie on a fixed grid. ``np.block([[a, b], [c, d]])`` is not restricted to arrays of the form:: AAAbb AAAbb cccDD But is also allowed to produce, for some ``a, b, c, d``:: AAAbb AAAbb cDDDD Since concatenation happens along the last axis first, `block` is _not_ capable of producing the following directly:: AAAbb cccbb cccDD Matlab's "square bracket stacking", ``[A, B, ...; p, q, ...]``, is equivalent to ``np.block([[A, B, ...], [p, q, ...]])``. Examples -------- The most common use of this function is to build a block matrix >>> A = np.eye(2) * 2 >>> B = np.eye(3) * 3 >>> np.block([ ... [A, np.zeros((2, 3))], ... [np.ones((3, 2)), B ] ... ]) array([[2., 0., 0., 0., 0.], [0., 2., 0., 0., 0.], [1., 1., 3., 0., 0.], [1., 1., 0., 3., 0.], [1., 1., 0., 0., 3.]]) With a list of depth 1, `block` can be used as `hstack` >>> np.block([1, 2, 3]) # hstack([1, 2, 3]) array([1, 2, 3]) >>> a = np.array([1, 2, 3]) >>> b = np.array([4, 5, 6]) >>> np.block([a, b, 10]) # hstack([a, b, 10]) array([ 1, 2, 3, 4, 5, 6, 10]) >>> A = np.ones((2, 2), int) >>> B = 2 * A >>> np.block([A, B]) # hstack([A, B]) array([[1, 1, 2, 2], [1, 1, 2, 2]]) With a list of depth 2, `block` can be used in place of `vstack`: >>> a = np.array([1, 2, 3]) >>> b = np.array([4, 5, 6]) >>> np.block([[a], [b]]) # vstack([a, b]) array([[1, 2, 3], [4, 5, 6]]) >>> A = np.ones((2, 2), int) >>> B = 2 * A >>> np.block([[A], [B]]) # vstack([A, B]) array([[1, 1], [1, 1], [2, 2], [2, 2]]) It can also be used in places of `atleast_1d` and `atleast_2d` >>> a = np.array(0) >>> b = np.array([1]) >>> np.block([a]) # atleast_1d(a) array([0]) >>> np.block([b]) # atleast_1d(b) array([1]) >>> np.block([[a]]) # atleast_2d(a) array([[0]]) >>> np.block([[b]]) # atleast_2d(b) array([[1]]) """ arrays, list_ndim, result_ndim, final_size = _block_setup(arrays) if list_ndim * final_size > (2 * 512 * 512): return _block_slicing(arrays, list_ndim, result_ndim) else: return _block_concatenate(arrays, list_ndim, result_ndim) def _block_setup(arrays): """ Returns (`arrays`, list_ndim, result_ndim, final_size) """ bottom_index, arr_ndim, final_size = _block_check_depths_match(arrays) list_ndim = len(bottom_index) if bottom_index and bottom_index[-1] is None: raise ValueError( "List at {} cannot be empty".format(_block_format_index(bottom_index)) ) result_ndim = max(arr_ndim, list_ndim) return arrays, list_ndim, result_ndim, final_size def _block_slicing(arrays, list_ndim, result_ndim): shape, slices, arrays = _block_info_recursion(arrays, list_ndim, result_ndim) dtype = _nx.result_type(*[arr.dtype for arr in arrays]) F_order = all(arr.flags["F_CONTIGUOUS"] for arr in arrays) C_order = all(arr.flags["C_CONTIGUOUS"] for arr in arrays) order = "F" if F_order and not C_order else "C" result = _nx.empty(shape=shape, dtype=dtype, order=order) for the_slice, arr in zip(slices, arrays): result[(Ellipsis,) + the_slice] = arr return result def _block_concatenate(arrays, list_ndim, result_ndim): result = _block(arrays, list_ndim, result_ndim) if list_ndim == 0: result = result.copy() return result
data/catboost-1.2.2/catboost_all_src/contrib/python/numpy/py3/numpy/core/shape_base.py
6,970
9,034
176,795
LOAD_CONST 0 LOAD_CONST ('deepcopy',) IMPORT_NAME copy IMPORT_FROM deepcopy STORE_NAME deepcopy POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('KMeans', 'MiniBatchKMeans') IMPORT_NAME sklearn.cluster IMPORT_FROM KMeans STORE_NAME KMeans IMPORT_FROM MiniBatchKMeans STORE_NAME MiniBatchKMeans POP_TOP LOAD_CONST 0 LOAD_CONST ('_EpsilonGreedy',) IMPORT_NAME mabwiser.greedy IMPORT_FROM _EpsilonGreedy STORE_NAME _EpsilonGreedy POP_TOP LOAD_CONST 0 LOAD_CONST ('LearningPolicy', 'NeighborhoodPolicy') IMPORT_NAME mabwiser.mab IMPORT_FROM LearningPolicy STORE_NAME LearningPolicy IMPORT_FROM NeighborhoodPolicy STORE_NAME NeighborhoodPolicy POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseTest',) IMPORT_NAME tests.test_base IMPORT_FROM BaseTest STORE_NAME BaseTest POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object ClustersTest at 0x7faa5efb6150, file "f.py", line 11> LOAD_CONST 'ClustersTest' MAKE_FUNCTION LOAD_CONST 'ClustersTest' LOAD_NAME BaseTest CALL_FUNCTION STORE_NAME ClustersTest LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClustersTest' STORE_NAME __qualname__ LOAD_CONST <code object test_greedy0_n2 at 0x7fab823a3ae0, file "f.py", line 12> LOAD_CONST 'ClustersTest.test_greedy0_n2' MAKE_FUNCTION STORE_NAME test_greedy0_n2 LOAD_CONST <code object test_greedy0_n2_mini at 0x7faa5f4bc5d0, file "f.py", line 40> LOAD_CONST 'ClustersTest.test_greedy0_n2_mini' MAKE_FUNCTION STORE_NAME test_greedy0_n2_mini LOAD_CONST <code object test_greedy0_n2_single at 0x7faa5f4bcc00, file "f.py", line 68> LOAD_CONST 'ClustersTest.test_greedy0_n2_single' MAKE_FUNCTION STORE_NAME test_greedy0_n2_single LOAD_CONST <code object test_greedy0_n2_exps at 0x7faa5f4bca50, file "f.py", line 95> LOAD_CONST 'ClustersTest.test_greedy0_n2_exps' MAKE_FUNCTION STORE_NAME test_greedy0_n2_exps LOAD_CONST <code object test_greedy0_n3 at 0x7faa5f4bc270, file "f.py", line 123> LOAD_CONST 'ClustersTest.test_greedy0_n3' MAKE_FUNCTION STORE_NAME test_greedy0_n3 LOAD_CONST <code object test_greedy1_n3 at 0x7faa5f4bcd20, file "f.py", line 151> LOAD_CONST 'ClustersTest.test_greedy1_n3' MAKE_FUNCTION STORE_NAME test_greedy1_n3 LOAD_CONST <code object test_thompson_n3 at 0x7faa5f4bc930, file "f.py", line 178> LOAD_CONST 'ClustersTest.test_thompson_n3' MAKE_FUNCTION STORE_NAME test_thompson_n3 LOAD_CONST <code object test_ucb_n3 at 0x7faa5f4bc300, file "f.py", line 205> LOAD_CONST 'ClustersTest.test_ucb_n3' MAKE_FUNCTION STORE_NAME test_ucb_n3 LOAD_CONST <code object test_softmax_n3 at 0x7faa5f4bc0c0, file "f.py", line 232> LOAD_CONST 'ClustersTest.test_softmax_n3' MAKE_FUNCTION STORE_NAME test_softmax_n3 LOAD_CONST <code object test_partial_fit_greedy0_n3 at 0x7faa5f4bc8a0, file "f.py", line 259> LOAD_CONST 'ClustersTest.test_partial_fit_greedy0_n3' MAKE_FUNCTION STORE_NAME test_partial_fit_greedy0_n3 LOAD_CONST <code object test_partial_fit_thompson_thresholds at 0x7faa74c1b4b0, file "f.py", line 300> LOAD_CONST 'ClustersTest.test_partial_fit_thompson_thresholds' MAKE_FUNCTION STORE_NAME test_partial_fit_thompson_thresholds LOAD_CONST <code object test_fit_twice_thompson_thresholds at 0x7faa74c1b0c0, file "f.py", line 349> LOAD_CONST 'ClustersTest.test_fit_twice_thompson_thresholds' MAKE_FUNCTION STORE_NAME test_fit_twice_thompson_thresholds LOAD_CONST <code object test_add_arm at 0x7faa5efb64b0, file "f.py", line 398> LOAD_CONST 'ClustersTest.test_add_arm' MAKE_FUNCTION STORE_NAME test_add_arm LOAD_CONST <code object test_copy at 0x7faa5efb68a0, file "f.py", line 428> LOAD_CONST 'ClustersTest.test_copy' MAKE_FUNCTION STORE_NAME test_copy LOAD_CONST <code object test_copy_arms at 0x7faa5efb6540, file "f.py", line 464> LOAD_CONST 'ClustersTest.test_copy_arms' MAKE_FUNCTION STORE_NAME test_copy_arms LOAD_CONST <code object test_remove_arm at 0x7faa5efb6660, file "f.py", line 495> LOAD_CONST 'ClustersTest.test_remove_arm' MAKE_FUNCTION STORE_NAME test_remove_arm LOAD_CONST <code object test_warm_start at 0x7faa5efb6c90, file "f.py", line 525> LOAD_CONST 'ClustersTest.test_warm_start' MAKE_FUNCTION STORE_NAME test_warm_start LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 3 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR kmeans LOAD_GLOBAL KMeans CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 LOAD_CONST True CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 3 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR kmeans LOAD_GLOBAL MiniBatchKMeans CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST arms LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST False LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST exps STORE_FAST mab LOAD_FAST self LOAD_METHOD assertDictEqual LOAD_FAST exps LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.5 LOAD_CONST 0 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertDictEqual LOAD_FAST exps LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1.0 LOAD_CONST 0.0 LOAD_CONST 0.6666666666666666 LOAD_CONST 0 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR kmeans LOAD_ATTR n_clusters LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 1.0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_METHOD ThompsonSampling CALL_METHOD LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR UCB1 LOAD_CONST 1 LOAD_CONST ('alpha',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 3 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR Softmax LOAD_CONST 1 LOAD_CONST ('tau',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 3 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST decisions2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST STORE_FAST rewards2 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST STORE_FAST context_history2 LOAD_FAST mab LOAD_METHOD partial_fit LOAD_FAST decisions2 LOAD_FAST rewards2 LOAD_FAST context_history2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 5 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP STORE_DEREF arm_to_threshold LOAD_CLOSURE arm_to_threshold BUILD_TUPLE LOAD_CONST <code object binarize at 0x7faa74c1b780, file "f.py", line 303> LOAD_CONST 'ClustersTest.test_partial_fit_thompson_thresholds.<locals>.binarize' MAKE_FUNCTION STORE_FAST binarize LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 7 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 9 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 6 LOAD_CONST 11 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_METHOD ThompsonSampling LOAD_FAST binarize CALL_METHOD LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR is_contextual_binarized CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_GLOBAL list LOAD_GLOBAL set LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST decisions2 LOAD_CONST 11 LOAD_CONST 1 LOAD_CONST 6 BUILD_LIST STORE_FAST rewards2 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST STORE_FAST context_history2 LOAD_FAST mab LOAD_METHOD partial_fit LOAD_FAST decisions2 LOAD_FAST rewards2 LOAD_FAST context_history2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 13 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_GLOBAL list LOAD_GLOBAL set LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST reward LOAD_DEREF arm_to_threshold LOAD_FAST arm BINARY_SUBSCR COMPARE_OP >= RETURN_VALUE LOAD_CONST 1 LOAD_CONST 5 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP STORE_DEREF arm_to_threshold LOAD_CLOSURE arm_to_threshold BUILD_TUPLE LOAD_CONST <code object binarize at 0x7faa74c1b540, file "f.py", line 352> LOAD_CONST 'ClustersTest.test_fit_twice_thompson_thresholds.<locals>.binarize' MAKE_FUNCTION STORE_FAST binarize LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 7 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 9 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 6 LOAD_CONST 11 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_METHOD ThompsonSampling LOAD_FAST binarize CALL_METHOD LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 3 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR is_contextual_binarized CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST arms LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_GLOBAL list LOAD_GLOBAL set LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST decisions2 LOAD_CONST 11 LOAD_CONST 1 LOAD_CONST 6 BUILD_LIST STORE_FAST rewards2 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST STORE_FAST context_history2 LOAD_FAST mab LOAD_METHOD fit LOAD_FAST decisions2 LOAD_FAST rewards2 LOAD_FAST context_history2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_FUNCTION LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR contexts CALL_FUNCTION LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL np LOAD_METHOD ndim LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR decisions CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_GLOBAL list LOAD_GLOBAL set LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR rewards CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST reward LOAD_DEREF arm_to_threshold LOAD_FAST arm BINARY_SUBSCR COMPARE_OP >= RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST mab LOAD_METHOD add_arm LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 5 LOAD_FAST mab LOAD_ATTR arms COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 5 LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR arms COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 5 LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 5 LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_to_expectation LOAD_METHOD keys CALL_METHOD COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_GLOBAL deepcopy LOAD_FAST mab LOAD_ATTR _imp CALL_FUNCTION STORE_FAST clusters LOAD_FAST self LOAD_METHOD assertIsNot LOAD_FAST clusters LOAD_FAST mab LOAD_ATTR _imp CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL _EpsilonGreedy CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL _EpsilonGreedy CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST clusters LOAD_ATTR kmeans LOAD_GLOBAL KMeans CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNot LOAD_FAST clusters LOAD_ATTR kmeans LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR kmeans CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNot LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNot LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR epsilon LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR epsilon CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST clusters LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR epsilon LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR epsilon CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_FAST mab LOAD_METHOD add_arm LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mab LOAD_ATTR arms LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP is CALL_METHOD POP_TOP LOAD_FAST mab LOAD_METHOD remove_arm LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 3 LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP not in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 3 LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR arms COMPARE_OP not in CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR predict LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL LearningPolicy LOAD_ATTR EpsilonGreedy LOAD_CONST 0 LOAD_CONST ('epsilon',) CALL_FUNCTION LOAD_GLOBAL NeighborhoodPolicy LOAD_METHOD Clusters LOAD_CONST 2 CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST 123456 LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('arms', 'decisions', 'rewards', 'learning_policy', 'neighborhood_policy', 'context_history', 'contexts', 'seed', 'num_run', 'is_predict') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST arms STORE_FAST mab LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arms LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR trained_arms LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertDictEqual LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_to_expectation LOAD_CONST 1.0 LOAD_CONST 0.0 LOAD_CONST 0.6666666666666666 LOAD_CONST 0 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_FAST mab LOAD_ATTR warm_start LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0.5 LOAD_CONST 0.5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP LOAD_CONST 0.5 LOAD_CONST ('arm_to_features', 'distance_quantile') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertDictEqual LOAD_FAST mab LOAD_ATTR _imp LOAD_ATTR lp_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR arm_to_expectation LOAD_CONST 1.0 LOAD_CONST 0.0 LOAD_CONST 0.6666666666666666 LOAD_CONST 0 LOAD_CONST (1, 2, 3, 4) BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from copy import deepcopy import numpy as np from sklearn.cluster import KMeans, MiniBatchKMeans from mabwiser.greedy import _EpsilonGreedy from mabwiser.mab import LearningPolicy, NeighborhoodPolicy from tests.test_base import BaseTest class ClustersTest(BaseTest): def test_greedy0_n2(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [3, 1]) self.assertTrue(isinstance(mab._imp.kmeans, KMeans)) def test_greedy0_n2_mini(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2, True), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [3, 1]) self.assertTrue(isinstance(mab._imp.kmeans, MiniBatchKMeans)) def test_greedy0_n2_single(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5]], seed=123456, num_run=1, is_predict=True, ) self.assertEqual(arms, 3) def test_greedy0_n2_exps(self): exps, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=False, ) self.assertDictEqual(exps[0], {1: 0.0, 2: 0.0, 3: 0.5, 4: 0}) self.assertDictEqual(exps[1], {1: 1.0, 2: 0.0, 3: 0.6666666666666666, 4: 0}) def test_greedy0_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 0, 0, 1, 1, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [2, 2]) self.assertEqual(mab._imp.kmeans.n_clusters, 3) def test_greedy1_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=1.0), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [2, 1]) def test_thompson_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.ThompsonSampling(), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [2, 1]) def test_ucb_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.UCB1(alpha=1), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [3, 1]) def test_softmax_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.Softmax(tau=1), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [1, 3]) def test_partial_fit_greedy0_n3(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertListEqual(arms, [3, 1]) self.assertEqual(len(mab._imp.decisions), 10) self.assertEqual(len(mab._imp.rewards), 10) self.assertEqual(len(mab._imp.contexts), 10) self.assertEqual(np.ndim(mab._imp.decisions), 1) decisions2 = [1, 2, 3] rewards2 = [1, 1, 1] context_history2 = [[0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0]] mab.partial_fit(decisions2, rewards2, context_history2) self.assertEqual(len(mab._imp.decisions), 13) self.assertEqual(len(mab._imp.rewards), 13) self.assertEqual(len(mab._imp.contexts), 13) self.assertEqual(np.ndim(mab._imp.decisions), 1) def test_partial_fit_thompson_thresholds(self): arm_to_threshold = {1: 1, 2: 5, 3: 2, 4: 3} def binarize(arm, reward): return reward >= arm_to_threshold[arm] arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 7, 0, 1, 9, 0, 2, 6, 11], learning_policy=LearningPolicy.ThompsonSampling(binarize), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertTrue(mab._imp.lp_list[0].is_contextual_binarized) self.assertListEqual(arms, [2, 1]) self.assertEqual(len(mab._imp.decisions), 10) self.assertEqual(len(mab._imp.rewards), 10) self.assertEqual(len(mab._imp.contexts), 10) self.assertEqual(np.ndim(mab._imp.decisions), 1) self.assertListEqual(list(set(mab._imp.rewards)), [0, 1]) decisions2 = [1, 2, 3] rewards2 = [11, 1, 6] context_history2 = [[0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0]] mab.partial_fit(decisions2, rewards2, context_history2) self.assertEqual(len(mab._imp.decisions), 13) self.assertEqual(len(mab._imp.rewards), 13) self.assertEqual(len(mab._imp.contexts), 13) self.assertEqual(np.ndim(mab._imp.decisions), 1) self.assertListEqual(list(set(mab._imp.rewards)), [0, 1]) def test_fit_twice_thompson_thresholds(self): arm_to_threshold = {1: 1, 2: 5, 3: 2, 4: 3} def binarize(arm, reward): return reward >= arm_to_threshold[arm] arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 7, 0, 1, 9, 0, 2, 6, 11], learning_policy=LearningPolicy.ThompsonSampling(binarize), neighborhood_policy=NeighborhoodPolicy.Clusters(3), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertTrue(mab._imp.lp_list[0].is_contextual_binarized) self.assertListEqual(arms, [2, 1]) self.assertEqual(len(mab._imp.decisions), 10) self.assertEqual(len(mab._imp.rewards), 10) self.assertEqual(len(mab._imp.contexts), 10) self.assertEqual(np.ndim(mab._imp.decisions), 1) self.assertListEqual(list(set(mab._imp.rewards)), [0, 1]) decisions2 = [1, 2, 3] rewards2 = [11, 1, 6] context_history2 = [[0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0]] mab.fit(decisions2, rewards2, context_history2) self.assertEqual(len(mab._imp.decisions), 3) self.assertEqual(len(mab._imp.rewards), 3) self.assertEqual(len(mab._imp.contexts), 3) self.assertEqual(np.ndim(mab._imp.decisions), 1) self.assertListEqual(list(set(mab._imp.rewards)), [0, 1]) def test_add_arm(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) mab.add_arm(5) self.assertTrue(5 in mab.arms) self.assertTrue(5 in mab._imp.arms) self.assertTrue(5 in mab._imp.lp_list[0].arms) self.assertTrue(5 in mab._imp.lp_list[0].arm_to_expectation.keys()) def test_copy(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) clusters = deepcopy(mab._imp) self.assertIsNot(clusters, mab._imp) self.assertIsInstance(clusters.lp_list[0], _EpsilonGreedy) self.assertIsInstance(clusters.lp_list[1], _EpsilonGreedy) self.assertIsInstance(clusters.kmeans, KMeans) self.assertIsNot(clusters.kmeans, mab._imp.kmeans) self.assertIsNot(clusters.lp_list[0], mab._imp.lp_list[0]) self.assertIsNot(clusters.lp_list[1], mab._imp.lp_list[1]) self.assertEqual(clusters.lp_list[0].epsilon, mab._imp.lp_list[0].epsilon) self.assertEqual(clusters.lp_list[1].epsilon, mab._imp.lp_list[1].epsilon) def test_copy_arms(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertTrue(mab.arms is mab._imp.lp_list[0].arms) self.assertTrue(mab.arms is mab._imp.lp_list[1].arms) mab.add_arm(5) self.assertTrue(mab.arms is mab._imp.lp_list[0].arms) self.assertTrue(mab.arms is mab._imp.lp_list[1].arms) def test_remove_arm(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertTrue(mab.arms is mab._imp.lp_list[0].arms) self.assertTrue(mab.arms is mab._imp.lp_list[1].arms) mab.remove_arm(3) self.assertTrue(3 not in mab._imp.lp_list[0].arms) self.assertTrue(3 not in mab._imp.lp_list[1].arms) def test_warm_start(self): arms, mab = self.predict( arms=[1, 2, 3, 4], decisions=[1, 1, 1, 2, 2, 3, 3, 3, 3, 3], rewards=[0, 1, 1, 0, 0, 0, 0, 1, 1, 1], learning_policy=LearningPolicy.EpsilonGreedy(epsilon=0), neighborhood_policy=NeighborhoodPolicy.Clusters(2), context_history=[ [0, 1, 2, 3, 5], [1, 1, 1, 1, 1], [0, 0, 1, 0, 0], [0, 2, 2, 3, 5], [1, 3, 1, 1, 1], [0, 0, 0, 0, 0], [0, 1, 4, 3, 5], [0, 1, 2, 4, 5], [1, 2, 1, 1, 3], [0, 2, 1, 0, 0], ], contexts=[[0, 1, 2, 3, 5], [1, 1, 1, 1, 1]], seed=123456, num_run=1, is_predict=True, ) self.assertEqual(mab._imp.lp_list[0].arms, [1, 2, 3, 4]) self.assertEqual(mab._imp.lp_list[0].trained_arms, [1, 2, 3]) self.assertDictEqual( mab._imp.lp_list[0].arm_to_expectation, {1: 1.0, 2: 0.0, 3: 0.6666666666666666, 4: 0}, ) mab.warm_start( arm_to_features={1: [0, 1], 2: [0, 0], 3: [0.5, 0.5], 4: [0, 1]}, distance_quantile=0.5, ) self.assertDictEqual( mab._imp.lp_list[0].arm_to_expectation, {1: 1.0, 2: 0.0, 3: 0.6666666666666666, 4: 0}, )
data/mabwiser-2.7.3/tests/test_clusters.py
13,892
9,034
440,032
LOAD_CONST '\nBinary serialization\n\nNPY format\n==========\n\nA simple format for saving numpy arrays to disk with the full\ninformation about them.\n\nThe ``.npy`` format is the standard binary file format in NumPy for\npersisting a *single* arbitrary NumPy array on disk. The format stores all\nof the shape and dtype information necessary to reconstruct the array\ncorrectly even on another machine with a different architecture.\nThe format is designed to be as simple as possible while achieving\nits limited goals.\n\nThe ``.npz`` format is the standard format for persisting *multiple* NumPy\narrays on disk. A ``.npz`` file is a zip file containing multiple ``.npy``\nfiles, one for each array.\n\nCapabilities\n------------\n\n- Can represent all NumPy arrays including nested record arrays and\n object arrays.\n\n- Represents the data in its native binary form.\n\n- Supports Fortran-contiguous arrays directly.\n\n- Stores all of the necessary information to reconstruct the array\n including shape and dtype on a machine of a different\n architecture. Both little-endian and big-endian arrays are\n supported, and a file with little-endian numbers will yield\n a little-endian array on any machine reading the file. The\n types are described in terms of their actual sizes. For example,\n if a machine with a 64-bit C "long int" writes out an array with\n "long ints", a reading machine with 32-bit C "long ints" will yield\n an array with 64-bit integers.\n\n- Is straightforward to reverse engineer. Datasets often live longer than\n the programs that created them. A competent developer should be\n able to create a solution in their preferred programming language to\n read most ``.npy`` files that they have been given without much\n documentation.\n\n- Allows memory-mapping of the data. See `open_memmap`.\n\n- Can be read from a filelike stream object instead of an actual file.\n\n- Stores object arrays, i.e. arrays containing elements that are arbitrary\n Python objects. Files with object arrays are not to be mmapable, but\n can be read and written to disk.\n\nLimitations\n-----------\n\n- Arbitrary subclasses of numpy.ndarray are not completely preserved.\n Subclasses will be accepted for writing, but only the array data will\n be written out. A regular numpy.ndarray object will be created\n upon reading the file.\n\n.. warning::\n\n Due to limitations in the interpretation of structured dtypes, dtypes\n with fields with empty names will have the names replaced by \'f0\', \'f1\',\n etc. Such arrays will not round-trip through the format entirely\n accurately. The data is intact; only the field names will differ. We are\n working on a fix for this. This fix will not require a change in the\n file format. The arrays with such structures can still be saved and\n restored, and the correct dtype may be restored by using the\n ``loadedarray.view(correct_dtype)`` method.\n\nFile extensions\n---------------\n\nWe recommend using the ``.npy`` and ``.npz`` extensions for files saved\nin this format. This is by no means a requirement; applications may wish\nto use these file formats but use an extension specific to the\napplication. In the absence of an obvious alternative, however,\nwe suggest using ``.npy`` and ``.npz``.\n\nVersion numbering\n-----------------\n\nThe version numbering of these formats is independent of NumPy version\nnumbering. If the format is upgraded, the code in `numpy.io` will still\nbe able to read and write Version 1.0 files.\n\nFormat Version 1.0\n------------------\n\nThe first 6 bytes are a magic string: exactly ``\\x93NUMPY``.\n\nThe next 1 byte is an unsigned byte: the major version number of the file\nformat, e.g. ``\\x01``.\n\nThe next 1 byte is an unsigned byte: the minor version number of the file\nformat, e.g. ``\\x00``. Note: the version of the file format is not tied\nto the version of the numpy package.\n\nThe next 2 bytes form a little-endian unsigned short int: the length of\nthe header data HEADER_LEN.\n\nThe next HEADER_LEN bytes form the header data describing the array\'s\nformat. It is an ASCII string which contains a Python literal expression\nof a dictionary. It is terminated by a newline (``\\n``) and padded with\nspaces (``\\x20``) to make the total of\n``len(magic string) + 2 + len(length) + HEADER_LEN`` be evenly divisible\nby 64 for alignment purposes.\n\nThe dictionary contains three keys:\n\n "descr" : dtype.descr\n An object that can be passed as an argument to the `numpy.dtype`\n constructor to create the array\'s dtype.\n "fortran_order" : bool\n Whether the array data is Fortran-contiguous or not. Since\n Fortran-contiguous arrays are a common form of non-C-contiguity,\n we allow them to be written directly to disk for efficiency.\n "shape" : tuple of int\n The shape of the array.\n\nFor repeatability and readability, the dictionary keys are sorted in\nalphabetic order. This is for convenience only. A writer SHOULD implement\nthis if possible. A reader MUST NOT depend on this.\n\nFollowing the header comes the array data. If the dtype contains Python\nobjects (i.e. ``dtype.hasobject is True``), then the data is a Python\npickle of the array. Otherwise the data is the contiguous (either C-\nor Fortran-, depending on ``fortran_order``) bytes of the array.\nConsumers can figure out the number of bytes by multiplying the number\nof elements given by the shape (noting that ``shape=()`` means there is\n1 element) by ``dtype.itemsize``.\n\nFormat Version 2.0\n------------------\n\nThe version 1.0 format only allowed the array header to have a total size of\n65535 bytes. This can be exceeded by structured arrays with a large number of\ncolumns. The version 2.0 format extends the header size to 4 GiB.\n`numpy.save` will automatically save in 2.0 format if the data requires it,\nelse it will always use the more compatible 1.0 format.\n\nThe description of the fourth element of the header therefore has become:\n"The next 4 bytes form a little-endian unsigned int: the length of the header\ndata HEADER_LEN."\n\nFormat Version 3.0\n------------------\n\nThis version replaces the ASCII string (which in practice was latin1) with\na utf8-encoded string, so supports structured types with any unicode field\nnames.\n\nNotes\n-----\nThe ``.npy`` format, including motivation for creating it and a comparison of\nalternatives, is described in the\n:doc:`"npy-format" NEP <neps:nep-0001-npy-format>`, however details have\nevolved with time and this document is more current.\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME numpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('safe_eval',) IMPORT_NAME numpy.lib.utils IMPORT_FROM safe_eval STORE_NAME safe_eval POP_TOP LOAD_CONST 0 LOAD_CONST ('os_fspath', 'pickle') IMPORT_NAME numpy.compat IMPORT_FROM os_fspath STORE_NAME os_fspath IMPORT_FROM pickle STORE_NAME pickle POP_TOP LOAD_CONST 0 LOAD_CONST ('_isfileobj',) IMPORT_NAME numpy.compat.py3k IMPORT_FROM _isfileobj STORE_NAME _isfileobj POP_TOP BUILD_LIST STORE_NAME __all__ LOAD_CONST 'descr' LOAD_CONST 'fortran_order' LOAD_CONST 'shape' BUILD_SET STORE_NAME EXPECTED_KEYS LOAD_CONST b'\x93NUMPY' STORE_NAME MAGIC_PREFIX LOAD_NAME len LOAD_NAME MAGIC_PREFIX CALL_FUNCTION LOAD_CONST 2 BINARY_ADD STORE_NAME MAGIC_LEN LOAD_CONST 64 STORE_NAME ARRAY_ALIGN LOAD_CONST 262144 STORE_NAME BUFFER_SIZE LOAD_CONST 21 STORE_NAME GROWTH_AXIS_MAX_DIGITS LOAD_CONST ('<H', 'latin1') LOAD_CONST ('<I', 'latin1') LOAD_CONST ('<I', 'utf8') LOAD_CONST ((1, 0), (2, 0), (3, 0)) BUILD_CONST_KEY_MAP STORE_NAME _header_size_info LOAD_CONST 10000 STORE_NAME _MAX_HEADER_SIZE LOAD_CONST <code object _check_version at 0x7fab703aec00, file "f.py", line 191> LOAD_CONST '_check_version' MAKE_FUNCTION STORE_NAME _check_version LOAD_CONST <code object magic at 0x7fab703aeb70, file "f.py", line 197> LOAD_CONST 'magic' MAKE_FUNCTION STORE_NAME magic LOAD_CONST <code object read_magic at 0x7fab703ae1e0, file "f.py", line 220> LOAD_CONST 'read_magic' MAKE_FUNCTION STORE_NAME read_magic LOAD_CONST <code object _has_metadata at 0x7fab703aef60, file "f.py", line 240> LOAD_CONST '_has_metadata' MAKE_FUNCTION STORE_NAME _has_metadata LOAD_CONST <code object dtype_to_descr at 0x7fab703ae030, file "f.py", line 251> LOAD_CONST 'dtype_to_descr' MAKE_FUNCTION STORE_NAME dtype_to_descr LOAD_CONST <code object descr_to_dtype at 0x7fab703ae390, file "f.py", line 287> LOAD_CONST 'descr_to_dtype' MAKE_FUNCTION STORE_NAME descr_to_dtype LOAD_CONST <code object header_data_from_array_1_0 at 0x7fab703aec90, file "f.py", line 347> LOAD_CONST 'header_data_from_array_1_0' MAKE_FUNCTION STORE_NAME header_data_from_array_1_0 LOAD_CONST <code object _wrap_header at 0x7fab703ae0c0, file "f.py", line 372> LOAD_CONST '_wrap_header' MAKE_FUNCTION STORE_NAME _wrap_header LOAD_CONST <code object _wrap_header_guess_version at 0x7fab703ae780, file "f.py", line 392> LOAD_CONST '_wrap_header_guess_version' MAKE_FUNCTION STORE_NAME _wrap_header_guess_version LOAD_CONST (None,) LOAD_CONST <code object _write_array_header at 0x7fab703ae270, file "f.py", line 422> LOAD_CONST '_write_array_header' MAKE_FUNCTION STORE_NAME _write_array_header LOAD_CONST <code object write_array_header_1_0 at 0x7fab703f0930, file "f.py", line 456> LOAD_CONST 'write_array_header_1_0' MAKE_FUNCTION STORE_NAME write_array_header_1_0 LOAD_CONST <code object write_array_header_2_0 at 0x7fab82309810, file "f.py", line 469> LOAD_CONST 'write_array_header_2_0' MAKE_FUNCTION STORE_NAME write_array_header_2_0 LOAD_NAME _MAX_HEADER_SIZE BUILD_TUPLE LOAD_CONST <code object read_array_header_1_0 at 0x7fab82309030, file "f.py", line 485> LOAD_CONST 'read_array_header_1_0' MAKE_FUNCTION STORE_NAME read_array_header_1_0 LOAD_NAME _MAX_HEADER_SIZE BUILD_TUPLE LOAD_CONST <code object read_array_header_2_0 at 0x7fab82309780, file "f.py", line 521> LOAD_CONST 'read_array_header_2_0' MAKE_FUNCTION STORE_NAME read_array_header_2_0 LOAD_CONST <code object _filter_header at 0x7fab82309660, file "f.py", line 559> LOAD_CONST '_filter_header' MAKE_FUNCTION STORE_NAME _filter_header LOAD_NAME _MAX_HEADER_SIZE BUILD_TUPLE LOAD_CONST <code object _read_array_header at 0x7fab823096f0, file "f.py", line 596> LOAD_CONST '_read_array_header' MAKE_FUNCTION STORE_NAME _read_array_header LOAD_CONST (None, True, None) LOAD_CONST <code object write_array at 0x7fab702cd1e0, file "f.py", line 654> LOAD_CONST 'write_array' MAKE_FUNCTION STORE_NAME write_array LOAD_CONST (False, None) LOAD_NAME _MAX_HEADER_SIZE LOAD_CONST ('max_header_size',) BUILD_CONST_KEY_MAP LOAD_CONST <code object read_array at 0x7fab702cde40, file "f.py", line 728> LOAD_CONST 'read_array' MAKE_FUNCTION STORE_NAME read_array LOAD_CONST ('r+', None, None, False, None) LOAD_NAME _MAX_HEADER_SIZE LOAD_CONST ('max_header_size',) BUILD_CONST_KEY_MAP LOAD_CONST <code object open_memmap at 0x7fab702cd930, file "f.py", line 822> LOAD_CONST 'open_memmap' MAKE_FUNCTION STORE_NAME open_memmap LOAD_CONST ('ran out of data',) LOAD_CONST <code object _read_bytes at 0x7fab702cdc90, file "f.py", line 932> LOAD_CONST '_read_bytes' MAKE_FUNCTION STORE_NAME _read_bytes LOAD_CONST None RETURN_VALUE LOAD_FAST version LOAD_CONST ((1, 0), (2, 0), (3, 0), None) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 'we only support format version (1,0), (2,0), and (3,0), not %s' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_FAST version BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST major LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_FAST major LOAD_CONST 255 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'major version must be 0 <= major < 256' CALL_FUNCTION RAISE_VARARGS LOAD_FAST minor LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_FAST minor LOAD_CONST 255 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'minor version must be 0 <= minor < 256' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL MAGIC_PREFIX LOAD_GLOBAL bytes LOAD_FAST major LOAD_FAST minor BUILD_LIST CALL_FUNCTION BINARY_ADD RETURN_VALUE LOAD_GLOBAL _read_bytes LOAD_FAST fp LOAD_GLOBAL MAGIC_LEN LOAD_CONST 'magic string' CALL_FUNCTION STORE_FAST magic_str LOAD_FAST magic_str LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL MAGIC_PREFIX COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 'the magic string is not correct; expected %r, got %r' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_GLOBAL MAGIC_PREFIX LOAD_FAST magic_str LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST magic_str LOAD_CONST -2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST major STORE_FAST minor LOAD_FAST major LOAD_FAST minor BUILD_TUPLE RETURN_VALUE LOAD_DEREF dt LOAD_ATTR metadata LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_DEREF dt LOAD_ATTR names LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE dt BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab703ae8a0, file "f.py", line 244> LOAD_CONST '_has_metadata.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF dt LOAD_ATTR names GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_DEREF dt LOAD_ATTR subdtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _has_metadata LOAD_DEREF dt LOAD_ATTR base CALL_FUNCTION RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST k LOAD_GLOBAL _has_metadata LOAD_DEREF dt LOAD_FAST k BINARY_SUBSCR CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _has_metadata LOAD_FAST dtype CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'metadata on a dtype may be saved or ignored, but will raise if saved when read. Use another form of storage.' LOAD_GLOBAL UserWarning LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_FAST dtype LOAD_ATTR names LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST dtype LOAD_ATTR descr RETURN_VALUE LOAD_FAST dtype LOAD_ATTR str RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST descr LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL numpy LOAD_METHOD dtype LOAD_FAST descr CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST descr LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL descr_to_dtype LOAD_FAST descr LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST dt LOAD_GLOBAL numpy LOAD_METHOD dtype LOAD_FAST dt LOAD_FAST descr LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST titles BUILD_LIST STORE_FAST names BUILD_LIST STORE_FAST formats BUILD_LIST STORE_FAST offsets LOAD_CONST 0 STORE_FAST offset SETUP_LOOP to 262 LOAD_FAST descr GET_ITER FOR_ITER to 260 STORE_FAST field LOAD_GLOBAL len LOAD_FAST field CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST field UNPACK_SEQUENCE STORE_FAST name STORE_FAST descr_str LOAD_GLOBAL descr_to_dtype LOAD_FAST descr_str CALL_FUNCTION STORE_FAST dt JUMP_FORWARD to 148 LOAD_FAST field UNPACK_SEQUENCE STORE_FAST name STORE_FAST descr_str STORE_FAST shape LOAD_GLOBAL numpy LOAD_METHOD dtype LOAD_GLOBAL descr_to_dtype LOAD_FAST descr_str CALL_FUNCTION LOAD_FAST shape BUILD_TUPLE CALL_METHOD STORE_FAST dt LOAD_FAST name LOAD_CONST '' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST dt LOAD_ATTR type LOAD_GLOBAL numpy LOAD_ATTR void COMPARE_OP is JUMP_IF_FALSE_OR_POP LOAD_FAST dt LOAD_ATTR names LOAD_CONST None COMPARE_OP is STORE_FAST is_pad LOAD_FAST is_pad POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST name LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST name JUMP_FORWARD to 202 LOAD_CONST None LOAD_FAST name BUILD_TUPLE UNPACK_SEQUENCE STORE_FAST title STORE_FAST name LOAD_FAST titles LOAD_METHOD append LOAD_FAST title CALL_METHOD POP_TOP LOAD_FAST names LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST formats LOAD_METHOD append LOAD_FAST dt CALL_METHOD POP_TOP LOAD_FAST offsets LOAD_METHOD append LOAD_FAST offset CALL_METHOD POP_TOP LOAD_FAST offset LOAD_FAST dt LOAD_ATTR itemsize INPLACE_ADD STORE_FAST offset JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL numpy LOAD_METHOD dtype LOAD_FAST names LOAD_FAST formats LOAD_FAST titles LOAD_FAST offsets LOAD_FAST offset LOAD_CONST ('names', 'formats', 'titles', 'offsets', 'itemsize') BUILD_CONST_KEY_MAP CALL_METHOD RETURN_VALUE LOAD_CONST 'shape' LOAD_FAST array LOAD_ATTR shape BUILD_MAP STORE_FAST d LOAD_FAST array LOAD_ATTR flags LOAD_ATTR c_contiguous POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST d LOAD_CONST 'fortran_order' STORE_SUBSCR JUMP_FORWARD to 54 LOAD_FAST array LOAD_ATTR flags LOAD_ATTR f_contiguous POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST d LOAD_CONST 'fortran_order' STORE_SUBSCR JUMP_FORWARD to 54 LOAD_CONST False LOAD_FAST d LOAD_CONST 'fortran_order' STORE_SUBSCR LOAD_GLOBAL dtype_to_descr LOAD_FAST array LOAD_ATTR dtype CALL_FUNCTION LOAD_FAST d LOAD_CONST 'descr' STORE_SUBSCR LOAD_FAST d RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_FAST struct LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _header_size_info LOAD_FAST version BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST fmt STORE_FAST encoding LOAD_FAST header LOAD_METHOD encode LOAD_FAST encoding CALL_METHOD STORE_FAST header LOAD_GLOBAL len LOAD_FAST header CALL_FUNCTION LOAD_CONST 1 BINARY_ADD STORE_FAST hlen LOAD_GLOBAL ARRAY_ALIGN LOAD_GLOBAL MAGIC_LEN LOAD_FAST struct LOAD_METHOD calcsize LOAD_FAST fmt CALL_METHOD BINARY_ADD LOAD_FAST hlen BINARY_ADD LOAD_GLOBAL ARRAY_ALIGN BINARY_MODULO BINARY_SUBTRACT STORE_FAST padlen SETUP_EXCEPT to 110 LOAD_GLOBAL magic LOAD_FAST version CALL_FUNCTION LOAD_FAST struct LOAD_METHOD pack LOAD_FAST fmt LOAD_FAST hlen LOAD_FAST padlen BINARY_ADD CALL_METHOD BINARY_ADD STORE_FAST header_prefix POP_BLOCK JUMP_FORWARD to 154 DUP_TOP LOAD_FAST struct LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Header length {} too big for version={}' LOAD_METHOD format LOAD_FAST hlen LOAD_FAST version CALL_METHOD STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION LOAD_CONST None RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 154 END_FINALLY LOAD_FAST header_prefix LOAD_FAST header BINARY_ADD LOAD_CONST b' ' LOAD_FAST padlen BINARY_MULTIPLY BINARY_ADD LOAD_CONST b'\n' BINARY_ADD RETURN_VALUE SETUP_EXCEPT to 12 LOAD_GLOBAL _wrap_header LOAD_FAST header LOAD_CONST (1, 0) CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 32 END_FINALLY SETUP_EXCEPT to 48 LOAD_GLOBAL _wrap_header LOAD_FAST header LOAD_CONST (2, 0) CALL_FUNCTION STORE_FAST ret POP_BLOCK JUMP_FORWARD to 68 DUP_TOP LOAD_GLOBAL UnicodeEncodeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 88 END_FINALLY LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Stored array in format 2.0. It can only beread by NumPy >= 1.9' LOAD_GLOBAL UserWarning LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _wrap_header LOAD_FAST header LOAD_CONST (3, 0) CALL_FUNCTION STORE_FAST header LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Stored array in format 3.0. It can only be read by NumPy >= 1.17' LOAD_GLOBAL UserWarning LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_FAST header RETURN_VALUE LOAD_CONST '{' BUILD_LIST STORE_FAST header SETUP_LOOP to 54 LOAD_GLOBAL sorted LOAD_FAST d LOAD_METHOD items CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 52 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST header LOAD_METHOD append LOAD_CONST "'%s': %s, " LOAD_FAST key LOAD_GLOBAL repr LOAD_FAST value CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST header LOAD_METHOD append LOAD_CONST '}' CALL_METHOD POP_TOP LOAD_CONST '' LOAD_METHOD join LOAD_FAST header CALL_METHOD STORE_FAST header LOAD_FAST d LOAD_CONST 'shape' BINARY_SUBSCR STORE_FAST shape LOAD_FAST header LOAD_CONST ' ' LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL GROWTH_AXIS_MAX_DIGITS LOAD_GLOBAL len LOAD_GLOBAL repr LOAD_FAST shape LOAD_FAST d LOAD_CONST 'fortran_order' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST -1 JUMP_FORWARD to 120 LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION BINARY_SUBTRACT JUMP_FORWARD to 132 LOAD_CONST 0 BINARY_MULTIPLY INPLACE_ADD STORE_FAST header LOAD_FAST version LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _wrap_header_guess_version LOAD_FAST header CALL_FUNCTION STORE_FAST header JUMP_FORWARD to 166 LOAD_GLOBAL _wrap_header LOAD_FAST header LOAD_FAST version CALL_FUNCTION STORE_FAST header LOAD_FAST fp LOAD_METHOD write LOAD_FAST header CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _write_array_header LOAD_FAST fp LOAD_FAST d LOAD_CONST (1, 0) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _write_array_header LOAD_FAST fp LOAD_FAST d LOAD_CONST (2, 0) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _read_array_header LOAD_FAST fp LOAD_CONST (1, 0) LOAD_FAST max_header_size LOAD_CONST ('version', 'max_header_size') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _read_array_header LOAD_FAST fp LOAD_CONST (2, 0) LOAD_FAST max_header_size LOAD_CONST ('version', 'max_header_size') CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tokenize STORE_FAST tokenize LOAD_CONST 0 LOAD_CONST ('StringIO',) IMPORT_NAME io IMPORT_FROM StringIO STORE_FAST StringIO POP_TOP BUILD_LIST STORE_FAST tokens LOAD_CONST False STORE_FAST last_token_was_number SETUP_LOOP to 116 LOAD_FAST tokenize LOAD_METHOD generate_tokens LOAD_FAST StringIO LOAD_FAST s CALL_FUNCTION LOAD_ATTR readline CALL_METHOD GET_ITER FOR_ITER to 114 STORE_FAST token LOAD_FAST token LOAD_CONST 0 BINARY_SUBSCR STORE_FAST token_type LOAD_FAST token LOAD_CONST 1 BINARY_SUBSCR STORE_FAST token_string LOAD_FAST last_token_was_number POP_JUMP_IF_FALSE LOAD_FAST token_type LOAD_FAST tokenize LOAD_ATTR NAME COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST token_string LOAD_CONST 'L' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 102 LOAD_FAST tokens LOAD_METHOD append LOAD_FAST token CALL_METHOD POP_TOP LOAD_FAST token_type LOAD_FAST tokenize LOAD_ATTR NUMBER COMPARE_OP == STORE_FAST last_token_was_number JUMP_ABSOLUTE POP_BLOCK LOAD_FAST tokenize LOAD_METHOD untokenize LOAD_FAST tokens CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_FAST struct LOAD_GLOBAL _header_size_info LOAD_METHOD get LOAD_FAST version CALL_METHOD STORE_FAST hinfo LOAD_FAST hinfo LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid version {!r}' LOAD_METHOD format LOAD_FAST version CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST hinfo UNPACK_SEQUENCE STORE_FAST hlength_type STORE_FAST encoding LOAD_GLOBAL _read_bytes LOAD_FAST fp LOAD_FAST struct LOAD_METHOD calcsize LOAD_FAST hlength_type CALL_METHOD LOAD_CONST 'array header length' CALL_FUNCTION STORE_FAST hlength_str LOAD_FAST struct LOAD_METHOD unpack LOAD_FAST hlength_type LOAD_FAST hlength_str CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST header_length LOAD_GLOBAL _read_bytes LOAD_FAST fp LOAD_FAST header_length LOAD_CONST 'array header' CALL_FUNCTION STORE_FAST header LOAD_FAST header LOAD_METHOD decode LOAD_FAST encoding CALL_METHOD STORE_FAST header LOAD_GLOBAL len LOAD_FAST header CALL_FUNCTION LOAD_FAST max_header_size COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Header info length (' LOAD_GLOBAL len LOAD_FAST header CALL_FUNCTION FORMAT_VALUE LOAD_CONST ') is large and may not be safe to load securely.\nTo allow loading, adjust `max_header_size` or fully trust the `.npy` file using `allow_pickle=True`.\nFor safety against large resource use or crashes, sandboxing may be necessary.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST version LOAD_CONST (2, 0) COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL _filter_header LOAD_FAST header CALL_FUNCTION STORE_FAST header SETUP_EXCEPT to 166 LOAD_GLOBAL safe_eval LOAD_FAST header CALL_FUNCTION STORE_FAST d POP_BLOCK JUMP_FORWARD to 220 DUP_TOP LOAD_GLOBAL SyntaxError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 206 LOAD_CONST 'Cannot parse header: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST header CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 220 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST d LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'Header is not a dictionary: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST d CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL EXPECTED_KEYS LOAD_FAST d LOAD_METHOD keys CALL_METHOD COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL sorted LOAD_FAST d LOAD_METHOD keys CALL_METHOD CALL_FUNCTION STORE_FAST keys LOAD_CONST 'Header does not contain the correct keys: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST keys CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST d LOAD_CONST 'shape' BINARY_SUBSCR LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab823099c0, file "f.py", line 638> LOAD_CONST '_read_array_header.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST d LOAD_CONST 'shape' BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'shape is not valid: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST d LOAD_CONST 'shape' BINARY_SUBSCR CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST d LOAD_CONST 'fortran_order' BINARY_SUBSCR LOAD_GLOBAL bool CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'fortran_order is not a valid bool: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST d LOAD_CONST 'fortran_order' BINARY_SUBSCR CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 410 LOAD_GLOBAL descr_to_dtype LOAD_FAST d LOAD_CONST 'descr' BINARY_SUBSCR CALL_FUNCTION STORE_FAST dtype POP_BLOCK JUMP_FORWARD to 470 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 456 LOAD_CONST 'descr is not a valid dtype descriptor: {!r}' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_METHOD format LOAD_FAST d LOAD_CONST 'descr' BINARY_SUBSCR CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 470 END_FINALLY LOAD_FAST d LOAD_CONST 'shape' BINARY_SUBSCR LOAD_FAST d LOAD_CONST 'fortran_order' BINARY_SUBSCR LOAD_FAST dtype BUILD_TUPLE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL int CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _check_version LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_GLOBAL _write_array_header LOAD_FAST fp LOAD_GLOBAL header_data_from_array_1_0 LOAD_FAST array CALL_FUNCTION LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_FAST array LOAD_ATTR itemsize LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST buffersize JUMP_FORWARD to 56 LOAD_GLOBAL max LOAD_CONST 16777216 LOAD_FAST array LOAD_ATTR itemsize BINARY_FLOOR_DIVIDE LOAD_CONST 1 CALL_FUNCTION STORE_FAST buffersize LOAD_FAST array LOAD_ATTR dtype LOAD_ATTR hasobject POP_JUMP_IF_FALSE LOAD_FAST allow_pickle POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Object arrays cannot be saved when allow_pickle=False' CALL_FUNCTION RAISE_VARARGS LOAD_FAST pickle_kwargs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST pickle_kwargs LOAD_GLOBAL pickle LOAD_ATTR dump LOAD_FAST array LOAD_FAST fp BUILD_TUPLE LOAD_CONST 'protocol' LOAD_CONST 3 BUILD_MAP LOAD_FAST pickle_kwargs BUILD_MAP CALL_FUNCTION POP_TOP JUMP_FORWARD to 274 LOAD_FAST array LOAD_ATTR flags LOAD_ATTR f_contiguous POP_JUMP_IF_FALSE LOAD_FAST array LOAD_ATTR flags LOAD_ATTR c_contiguous POP_JUMP_IF_TRUE LOAD_GLOBAL _isfileobj LOAD_FAST fp CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST array LOAD_ATTR T LOAD_METHOD tofile LOAD_FAST fp CALL_METHOD POP_TOP JUMP_FORWARD to 202 SETUP_LOOP to 274 LOAD_GLOBAL numpy LOAD_ATTR nditer LOAD_FAST array LOAD_CONST 'external_loop' LOAD_CONST 'buffered' LOAD_CONST 'zerosize_ok' BUILD_LIST LOAD_FAST buffersize LOAD_CONST 'F' LOAD_CONST ('flags', 'buffersize', 'order') CALL_FUNCTION GET_ITER FOR_ITER to 200 STORE_FAST chunk LOAD_FAST fp LOAD_METHOD write LOAD_FAST chunk LOAD_METHOD tobytes LOAD_CONST 'C' CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 274 LOAD_GLOBAL _isfileobj LOAD_FAST fp CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST array LOAD_METHOD tofile LOAD_FAST fp CALL_METHOD POP_TOP JUMP_FORWARD to 274 SETUP_LOOP to 274 LOAD_GLOBAL numpy LOAD_ATTR nditer LOAD_FAST array LOAD_CONST 'external_loop' LOAD_CONST 'buffered' LOAD_CONST 'zerosize_ok' BUILD_LIST LOAD_FAST buffersize LOAD_CONST 'C' LOAD_CONST ('flags', 'buffersize', 'order') CALL_FUNCTION GET_ITER FOR_ITER to 272 STORE_FAST chunk LOAD_FAST fp LOAD_METHOD write LOAD_FAST chunk LOAD_METHOD tobytes LOAD_CONST 'C' CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST allow_pickle POP_JUMP_IF_FALSE LOAD_CONST 18446744073709551616 STORE_FAST max_header_size LOAD_GLOBAL read_magic LOAD_FAST fp CALL_FUNCTION STORE_FAST version LOAD_GLOBAL _check_version LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_GLOBAL _read_array_header LOAD_FAST fp LOAD_FAST version LOAD_FAST max_header_size LOAD_CONST ('max_header_size',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shape STORE_FAST fortran_order STORE_FAST dtype LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST count JUMP_FORWARD to 80 LOAD_GLOBAL numpy LOAD_ATTR multiply LOAD_ATTR reduce LOAD_FAST shape LOAD_GLOBAL numpy LOAD_ATTR int64 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST count LOAD_FAST dtype LOAD_ATTR hasobject POP_JUMP_IF_FALSE LOAD_FAST allow_pickle POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Object arrays cannot be loaded when allow_pickle=False' CALL_FUNCTION RAISE_VARARGS LOAD_FAST pickle_kwargs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST pickle_kwargs SETUP_EXCEPT to 130 LOAD_GLOBAL pickle LOAD_ATTR load LOAD_FAST fp BUILD_TUPLE LOAD_FAST pickle_kwargs CALL_FUNCTION STORE_FAST array POP_BLOCK JUMP_FORWARD to 180 DUP_TOP LOAD_GLOBAL UnicodeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 166 LOAD_GLOBAL UnicodeError LOAD_CONST 'Unpickling a python object failed: %r\nYou may need to pass the encoding= option to numpy.load' LOAD_FAST err BUILD_TUPLE BINARY_MODULO CALL_FUNCTION LOAD_FAST err RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 180 END_FINALLY JUMP_FORWARD to 380 LOAD_GLOBAL _isfileobj LOAD_FAST fp CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL numpy LOAD_ATTR fromfile LOAD_FAST fp LOAD_FAST dtype LOAD_FAST count LOAD_CONST ('dtype', 'count') CALL_FUNCTION STORE_FAST array JUMP_FORWARD to 342 LOAD_GLOBAL numpy LOAD_ATTR ndarray LOAD_FAST count LOAD_FAST dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST array LOAD_FAST dtype LOAD_ATTR itemsize LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL BUFFER_SIZE LOAD_GLOBAL min LOAD_GLOBAL BUFFER_SIZE LOAD_FAST dtype LOAD_ATTR itemsize CALL_FUNCTION BINARY_FLOOR_DIVIDE STORE_FAST max_read_count SETUP_LOOP to 342 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST count LOAD_FAST max_read_count CALL_FUNCTION GET_ITER FOR_ITER to 340 STORE_FAST i LOAD_GLOBAL min LOAD_FAST max_read_count LOAD_FAST count LOAD_FAST i BINARY_SUBTRACT CALL_FUNCTION STORE_FAST read_count LOAD_GLOBAL int LOAD_FAST read_count LOAD_FAST dtype LOAD_ATTR itemsize BINARY_MULTIPLY CALL_FUNCTION STORE_FAST read_size LOAD_GLOBAL _read_bytes LOAD_FAST fp LOAD_FAST read_size LOAD_CONST 'array data' CALL_FUNCTION STORE_FAST data LOAD_GLOBAL numpy LOAD_ATTR frombuffer LOAD_FAST data LOAD_FAST dtype LOAD_FAST read_count LOAD_CONST ('dtype', 'count') CALL_FUNCTION LOAD_FAST array LOAD_FAST i LOAD_FAST i LOAD_FAST read_count BINARY_ADD BUILD_SLICE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fortran_order EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST shape LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST array STORE_ATTR shape LOAD_FAST array LOAD_METHOD transpose CALL_METHOD STORE_FAST array JUMP_FORWARD to 380 LOAD_FAST shape LOAD_FAST array STORE_ATTR shape LOAD_FAST array RETURN_VALUE LOAD_GLOBAL _isfileobj LOAD_FAST filename CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Filename must be a string or a path-like object. Memmap cannot use existing file handles.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST 'w' LOAD_FAST mode COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL _check_version LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_GLOBAL numpy LOAD_METHOD dtype LOAD_FAST dtype CALL_METHOD STORE_FAST dtype LOAD_FAST dtype LOAD_ATTR hasobject POP_JUMP_IF_FALSE LOAD_CONST "Array can't be memory-mapped: Python objects in dtype." STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL dict LOAD_GLOBAL dtype_to_descr LOAD_FAST dtype CALL_FUNCTION LOAD_FAST fortran_order LOAD_FAST shape LOAD_CONST ('descr', 'fortran_order', 'shape') CALL_FUNCTION STORE_FAST d LOAD_GLOBAL open LOAD_GLOBAL os_fspath LOAD_FAST filename CALL_FUNCTION LOAD_FAST mode LOAD_CONST 'b' BINARY_ADD CALL_FUNCTION SETUP_WITH to 122 STORE_FAST fp LOAD_GLOBAL _write_array_header LOAD_FAST fp LOAD_FAST d LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_FAST fp LOAD_METHOD tell CALL_METHOD STORE_FAST offset POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 218 LOAD_GLOBAL open LOAD_GLOBAL os_fspath LOAD_FAST filename CALL_FUNCTION LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 212 STORE_FAST fp LOAD_GLOBAL read_magic LOAD_FAST fp CALL_FUNCTION STORE_FAST version LOAD_GLOBAL _check_version LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_GLOBAL _read_array_header LOAD_FAST fp LOAD_FAST version LOAD_FAST max_header_size LOAD_CONST ('max_header_size',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shape STORE_FAST fortran_order STORE_FAST dtype LOAD_FAST dtype LOAD_ATTR hasobject POP_JUMP_IF_FALSE LOAD_CONST "Array can't be memory-mapped: Python objects in dtype." STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST fp LOAD_METHOD tell CALL_METHOD STORE_FAST offset POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST fortran_order POP_JUMP_IF_FALSE LOAD_CONST 'F' STORE_FAST order JUMP_FORWARD to 232 LOAD_CONST 'C' STORE_FAST order LOAD_FAST mode LOAD_CONST 'w+' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'r+' STORE_FAST mode LOAD_GLOBAL numpy LOAD_ATTR memmap LOAD_FAST filename LOAD_FAST dtype LOAD_FAST shape LOAD_FAST order LOAD_FAST mode LOAD_FAST offset LOAD_CONST ('dtype', 'shape', 'order', 'mode', 'offset') CALL_FUNCTION STORE_FAST marray LOAD_FAST marray RETURN_VALUE LOAD_GLOBAL bytes CALL_FUNCTION STORE_FAST data SETUP_LOOP to 90 SETUP_EXCEPT to 66 LOAD_FAST fp LOAD_METHOD read LOAD_FAST size LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION BINARY_SUBTRACT CALL_METHOD STORE_FAST r LOAD_FAST data LOAD_FAST r INPLACE_ADD STORE_FAST data LOAD_GLOBAL len LOAD_FAST r CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_FAST size COMPARE_OP == POP_JUMP_IF_FALSE BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL BlockingIOError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_FAST size COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 'EOF: reading %s, expected %d bytes got %d' STORE_FAST msg LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_FAST error_template LOAD_FAST size LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 134 LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE
""" Binary serialization NPY format ========== A simple format for saving numpy arrays to disk with the full information about them. The ``.npy`` format is the standard binary file format in NumPy for persisting a *single* arbitrary NumPy array on disk. The format stores all of the shape and dtype information necessary to reconstruct the array correctly even on another machine with a different architecture. The format is designed to be as simple as possible while achieving its limited goals. The ``.npz`` format is the standard format for persisting *multiple* NumPy arrays on disk. A ``.npz`` file is a zip file containing multiple ``.npy`` files, one for each array. Capabilities ------------ - Can represent all NumPy arrays including nested record arrays and object arrays. - Represents the data in its native binary form. - Supports Fortran-contiguous arrays directly. - Stores all of the necessary information to reconstruct the array including shape and dtype on a machine of a different architecture. Both little-endian and big-endian arrays are supported, and a file with little-endian numbers will yield a little-endian array on any machine reading the file. The types are described in terms of their actual sizes. For example, if a machine with a 64-bit C "long int" writes out an array with "long ints", a reading machine with 32-bit C "long ints" will yield an array with 64-bit integers. - Is straightforward to reverse engineer. Datasets often live longer than the programs that created them. A competent developer should be able to create a solution in their preferred programming language to read most ``.npy`` files that they have been given without much documentation. - Allows memory-mapping of the data. See `open_memmap`. - Can be read from a filelike stream object instead of an actual file. - Stores object arrays, i.e. arrays containing elements that are arbitrary Python objects. Files with object arrays are not to be mmapable, but can be read and written to disk. Limitations ----------- - Arbitrary subclasses of numpy.ndarray are not completely preserved. Subclasses will be accepted for writing, but only the array data will be written out. A regular numpy.ndarray object will be created upon reading the file. .. warning:: Due to limitations in the interpretation of structured dtypes, dtypes with fields with empty names will have the names replaced by 'f0', 'f1', etc. Such arrays will not round-trip through the format entirely accurately. The data is intact; only the field names will differ. We are working on a fix for this. This fix will not require a change in the file format. The arrays with such structures can still be saved and restored, and the correct dtype may be restored by using the ``loadedarray.view(correct_dtype)`` method. File extensions --------------- We recommend using the ``.npy`` and ``.npz`` extensions for files saved in this format. This is by no means a requirement; applications may wish to use these file formats but use an extension specific to the application. In the absence of an obvious alternative, however, we suggest using ``.npy`` and ``.npz``. Version numbering ----------------- The version numbering of these formats is independent of NumPy version numbering. If the format is upgraded, the code in `numpy.io` will still be able to read and write Version 1.0 files. Format Version 1.0 ------------------ The first 6 bytes are a magic string: exactly ``\\x93NUMPY``. The next 1 byte is an unsigned byte: the major version number of the file format, e.g. ``\\x01``. The next 1 byte is an unsigned byte: the minor version number of the file format, e.g. ``\\x00``. Note: the version of the file format is not tied to the version of the numpy package. The next 2 bytes form a little-endian unsigned short int: the length of the header data HEADER_LEN. The next HEADER_LEN bytes form the header data describing the array's format. It is an ASCII string which contains a Python literal expression of a dictionary. It is terminated by a newline (``\\n``) and padded with spaces (``\\x20``) to make the total of ``len(magic string) + 2 + len(length) + HEADER_LEN`` be evenly divisible by 64 for alignment purposes. The dictionary contains three keys: "descr" : dtype.descr An object that can be passed as an argument to the `numpy.dtype` constructor to create the array's dtype. "fortran_order" : bool Whether the array data is Fortran-contiguous or not. Since Fortran-contiguous arrays are a common form of non-C-contiguity, we allow them to be written directly to disk for efficiency. "shape" : tuple of int The shape of the array. For repeatability and readability, the dictionary keys are sorted in alphabetic order. This is for convenience only. A writer SHOULD implement this if possible. A reader MUST NOT depend on this. Following the header comes the array data. If the dtype contains Python objects (i.e. ``dtype.hasobject is True``), then the data is a Python pickle of the array. Otherwise the data is the contiguous (either C- or Fortran-, depending on ``fortran_order``) bytes of the array. Consumers can figure out the number of bytes by multiplying the number of elements given by the shape (noting that ``shape=()`` means there is 1 element) by ``dtype.itemsize``. Format Version 2.0 ------------------ The version 1.0 format only allowed the array header to have a total size of 65535 bytes. This can be exceeded by structured arrays with a large number of columns. The version 2.0 format extends the header size to 4 GiB. `numpy.save` will automatically save in 2.0 format if the data requires it, else it will always use the more compatible 1.0 format. The description of the fourth element of the header therefore has become: "The next 4 bytes form a little-endian unsigned int: the length of the header data HEADER_LEN." Format Version 3.0 ------------------ This version replaces the ASCII string (which in practice was latin1) with a utf8-encoded string, so supports structured types with any unicode field names. Notes ----- The ``.npy`` format, including motivation for creating it and a comparison of alternatives, is described in the :doc:`"npy-format" NEP <neps:nep-0001-npy-format>`, however details have evolved with time and this document is more current. """ import numpy import warnings from numpy.lib.utils import safe_eval from numpy.compat import os_fspath, pickle from numpy.compat.py3k import _isfileobj __all__ = [] EXPECTED_KEYS = {"descr", "fortran_order", "shape"} MAGIC_PREFIX = b"\x93NUMPY" MAGIC_LEN = len(MAGIC_PREFIX) + 2 ARRAY_ALIGN = 64 # plausible values are powers of 2 between 16 and 4096 BUFFER_SIZE = 2**18 # size of buffer for reading npz files in bytes GROWTH_AXIS_MAX_DIGITS = 21 # = len(str(8*2**64-1)) hypothetical int1 dtype _header_size_info = { (1, 0): ("<H", "latin1"), (2, 0): ("<I", "latin1"), (3, 0): ("<I", "utf8"), } _MAX_HEADER_SIZE = 10000 def _check_version(version): if version not in [(1, 0), (2, 0), (3, 0), None]: msg = "we only support format version (1,0), (2,0), and (3,0), not %s" raise ValueError(msg % (version,)) def magic(major, minor): """Return the magic string for the given file format version. Parameters ---------- major : int in [0, 255] minor : int in [0, 255] Returns ------- magic : str Raises ------ ValueError if the version cannot be formatted. """ if major < 0 or major > 255: raise ValueError("major version must be 0 <= major < 256") if minor < 0 or minor > 255: raise ValueError("minor version must be 0 <= minor < 256") return MAGIC_PREFIX + bytes([major, minor]) def read_magic(fp): """Read the magic string to get the version of the file format. Parameters ---------- fp : filelike object Returns ------- major : int minor : int """ magic_str = _read_bytes(fp, MAGIC_LEN, "magic string") if magic_str[:-2] != MAGIC_PREFIX: msg = "the magic string is not correct; expected %r, got %r" raise ValueError(msg % (MAGIC_PREFIX, magic_str[:-2])) major, minor = magic_str[-2:] return major, minor def _has_metadata(dt): if dt.metadata is not None: return True elif dt.names is not None: return any(_has_metadata(dt[k]) for k in dt.names) elif dt.subdtype is not None: return _has_metadata(dt.base) else: return False def dtype_to_descr(dtype): """ Get a serializable descriptor from the dtype. The .descr attribute of a dtype object cannot be round-tripped through the dtype() constructor. Simple types, like dtype('float32'), have a descr which looks like a record array with one field with '' as a name. The dtype() constructor interprets this as a request to give a default name. Instead, we construct descriptor that can be passed to dtype(). Parameters ---------- dtype : dtype The dtype of the array that will be written to disk. Returns ------- descr : object An object that can be passed to `numpy.dtype()` in order to replicate the input dtype. """ if _has_metadata(dtype): warnings.warn( "metadata on a dtype may be saved or ignored, but will " "raise if saved when read. Use another form of storage.", UserWarning, stacklevel=2, ) if dtype.names is not None: return dtype.descr else: return dtype.str def descr_to_dtype(descr): """ Returns a dtype based off the given description. This is essentially the reverse of `dtype_to_descr()`. It will remove the valueless padding fields created by, i.e. simple fields like dtype('float32'), and then convert the description to its corresponding dtype. Parameters ---------- descr : object The object retrieved by dtype.descr. Can be passed to `numpy.dtype()` in order to replicate the input dtype. Returns ------- dtype : dtype The dtype constructed by the description. """ if isinstance(descr, str): return numpy.dtype(descr) elif isinstance(descr, tuple): dt = descr_to_dtype(descr[0]) return numpy.dtype((dt, descr[1])) titles = [] names = [] formats = [] offsets = [] offset = 0 for field in descr: if len(field) == 2: name, descr_str = field dt = descr_to_dtype(descr_str) else: name, descr_str, shape = field dt = numpy.dtype((descr_to_dtype(descr_str), shape)) is_pad = name == "" and dt.type is numpy.void and dt.names is None if not is_pad: title, name = name if isinstance(name, tuple) else (None, name) titles.append(title) names.append(name) formats.append(dt) offsets.append(offset) offset += dt.itemsize return numpy.dtype( { "names": names, "formats": formats, "titles": titles, "offsets": offsets, "itemsize": offset, } ) def header_data_from_array_1_0(array): """Get the dictionary of header metadata from a numpy.ndarray. Parameters ---------- array : numpy.ndarray Returns ------- d : dict This has the appropriate entries for writing its string representation to the header of the file. """ d = {"shape": array.shape} if array.flags.c_contiguous: d["fortran_order"] = False elif array.flags.f_contiguous: d["fortran_order"] = True else: d["fortran_order"] = False d["descr"] = dtype_to_descr(array.dtype) return d def _wrap_header(header, version): """ Takes a stringified header, and attaches the prefix and padding to it """ import struct assert version is not None fmt, encoding = _header_size_info[version] header = header.encode(encoding) hlen = len(header) + 1 padlen = ARRAY_ALIGN - ((MAGIC_LEN + struct.calcsize(fmt) + hlen) % ARRAY_ALIGN) try: header_prefix = magic(*version) + struct.pack(fmt, hlen + padlen) except struct.error: msg = "Header length {} too big for version={}".format(hlen, version) raise ValueError(msg) from None return header_prefix + header + b" " * padlen + b"\n" def _wrap_header_guess_version(header): """ Like `_wrap_header`, but chooses an appropriate version given the contents """ try: return _wrap_header(header, (1, 0)) except ValueError: pass try: ret = _wrap_header(header, (2, 0)) except UnicodeEncodeError: pass else: warnings.warn( "Stored array in format 2.0. It can only be" "read by NumPy >= 1.9", UserWarning, stacklevel=2, ) return ret header = _wrap_header(header, (3, 0)) warnings.warn( "Stored array in format 3.0. It can only be " "read by NumPy >= 1.17", UserWarning, stacklevel=2, ) return header def _write_array_header(fp, d, version=None): """Write the header for an array and returns the version used Parameters ---------- fp : filelike object d : dict This has the appropriate entries for writing its string representation to the header of the file. version : tuple or None None means use oldest that works. Providing an explicit version will raise a ValueError if the format does not allow saving this data. Default: None """ header = ["{"] for key, value in sorted(d.items()): header.append("'%s': %s, " % (key, repr(value))) header.append("}") header = "".join(header) shape = d["shape"] header += " " * ( (GROWTH_AXIS_MAX_DIGITS - len(repr(shape[-1 if d["fortran_order"] else 0]))) if len(shape) > 0 else 0 ) if version is None: header = _wrap_header_guess_version(header) else: header = _wrap_header(header, version) fp.write(header) def write_array_header_1_0(fp, d): """Write the header for an array using the 1.0 format. Parameters ---------- fp : filelike object d : dict This has the appropriate entries for writing its string representation to the header of the file. """ _write_array_header(fp, d, (1, 0)) def write_array_header_2_0(fp, d): """Write the header for an array using the 2.0 format. The 2.0 format allows storing very large structured arrays. .. versionadded:: 1.9.0 Parameters ---------- fp : filelike object d : dict This has the appropriate entries for writing its string representation to the header of the file. """ _write_array_header(fp, d, (2, 0)) def read_array_header_1_0(fp, max_header_size=_MAX_HEADER_SIZE): """ Read an array header from a filelike object using the 1.0 file format version. This will leave the file object located just after the header. Parameters ---------- fp : filelike object A file object or something with a `.read()` method like a file. Returns ------- shape : tuple of int The shape of the array. fortran_order : bool The array data will be written out directly if it is either C-contiguous or Fortran-contiguous. Otherwise, it will be made contiguous before writing it out. dtype : dtype The dtype of the file's data. max_header_size : int, optional Maximum allowed size of the header. Large headers may not be safe to load securely and thus require explicitly passing a larger value. See :py:meth:`ast.literal_eval()` for details. Raises ------ ValueError If the data is invalid. """ return _read_array_header(fp, version=(1, 0), max_header_size=max_header_size) def read_array_header_2_0(fp, max_header_size=_MAX_HEADER_SIZE): """ Read an array header from a filelike object using the 2.0 file format version. This will leave the file object located just after the header. .. versionadded:: 1.9.0 Parameters ---------- fp : filelike object A file object or something with a `.read()` method like a file. max_header_size : int, optional Maximum allowed size of the header. Large headers may not be safe to load securely and thus require explicitly passing a larger value. See :py:meth:`ast.literal_eval()` for details. Returns ------- shape : tuple of int The shape of the array. fortran_order : bool The array data will be written out directly if it is either C-contiguous or Fortran-contiguous. Otherwise, it will be made contiguous before writing it out. dtype : dtype The dtype of the file's data. Raises ------ ValueError If the data is invalid. """ return _read_array_header(fp, version=(2, 0), max_header_size=max_header_size) def _filter_header(s): """Clean up 'L' in npz header ints. Cleans up the 'L' in strings representing integers. Needed to allow npz headers produced in Python2 to be read in Python3. Parameters ---------- s : string Npy file header. Returns ------- header : str Cleaned up header. """ import tokenize from io import StringIO tokens = [] last_token_was_number = False for token in tokenize.generate_tokens(StringIO(s).readline): token_type = token[0] token_string = token[1] if ( last_token_was_number and token_type == tokenize.NAME and token_string == "L" ): continue else: tokens.append(token) last_token_was_number = token_type == tokenize.NUMBER return tokenize.untokenize(tokens) def _read_array_header(fp, version, max_header_size=_MAX_HEADER_SIZE): """ see read_array_header_1_0 """ import struct hinfo = _header_size_info.get(version) if hinfo is None: raise ValueError("Invalid version {!r}".format(version)) hlength_type, encoding = hinfo hlength_str = _read_bytes(fp, struct.calcsize(hlength_type), "array header length") header_length = struct.unpack(hlength_type, hlength_str)[0] header = _read_bytes(fp, header_length, "array header") header = header.decode(encoding) if len(header) > max_header_size: raise ValueError( f"Header info length ({len(header)}) is large and may not be safe " "to load securely.\n" "To allow loading, adjust `max_header_size` or fully trust " "the `.npy` file using `allow_pickle=True`.\n" "For safety against large resource use or crashes, sandboxing " "may be necessary." ) if version <= (2, 0): header = _filter_header(header) try: d = safe_eval(header) except SyntaxError as e: msg = "Cannot parse header: {!r}" raise ValueError(msg.format(header)) from e if not isinstance(d, dict): msg = "Header is not a dictionary: {!r}" raise ValueError(msg.format(d)) if EXPECTED_KEYS != d.keys(): keys = sorted(d.keys()) msg = "Header does not contain the correct keys: {!r}" raise ValueError(msg.format(keys)) if not isinstance(d["shape"], tuple) or not all( isinstance(x, int) for x in d["shape"] ): msg = "shape is not valid: {!r}" raise ValueError(msg.format(d["shape"])) if not isinstance(d["fortran_order"], bool): msg = "fortran_order is not a valid bool: {!r}" raise ValueError(msg.format(d["fortran_order"])) try: dtype = descr_to_dtype(d["descr"]) except TypeError as e: msg = "descr is not a valid dtype descriptor: {!r}" raise ValueError(msg.format(d["descr"])) from e return d["shape"], d["fortran_order"], dtype def write_array(fp, array, version=None, allow_pickle=True, pickle_kwargs=None): """ Write an array to an NPY file, including a header. If the array is neither C-contiguous nor Fortran-contiguous AND the file_like object is not a real file object, this function will have to copy data in memory. Parameters ---------- fp : file_like object An open, writable file object, or similar object with a ``.write()`` method. array : ndarray The array to write to disk. version : (int, int) or None, optional The version number of the format. None means use the oldest supported version that is able to store the data. Default: None allow_pickle : bool, optional Whether to allow writing pickled data. Default: True pickle_kwargs : dict, optional Additional keyword arguments to pass to pickle.dump, excluding 'protocol'. These are only useful when pickling objects in object arrays on Python 3 to Python 2 compatible format. Raises ------ ValueError If the array cannot be persisted. This includes the case of allow_pickle=False and array being an object array. Various other errors If the array contains Python objects as part of its dtype, the process of pickling them may raise various errors if the objects are not picklable. """ _check_version(version) _write_array_header(fp, header_data_from_array_1_0(array), version) if array.itemsize == 0: buffersize = 0 else: buffersize = max(16 * 1024**2 // array.itemsize, 1) if array.dtype.hasobject: if not allow_pickle: raise ValueError("Object arrays cannot be saved when " "allow_pickle=False") if pickle_kwargs is None: pickle_kwargs = {} pickle.dump(array, fp, protocol=3, **pickle_kwargs) elif array.flags.f_contiguous and not array.flags.c_contiguous: if _isfileobj(fp): array.T.tofile(fp) else: for chunk in numpy.nditer( array, flags=["external_loop", "buffered", "zerosize_ok"], buffersize=buffersize, order="F", ): fp.write(chunk.tobytes("C")) else: if _isfileobj(fp): array.tofile(fp) else: for chunk in numpy.nditer( array, flags=["external_loop", "buffered", "zerosize_ok"], buffersize=buffersize, order="C", ): fp.write(chunk.tobytes("C")) def read_array( fp, allow_pickle=False, pickle_kwargs=None, *, max_header_size=_MAX_HEADER_SIZE ): """ Read an array from an NPY file. Parameters ---------- fp : file_like object If this is not a real file object, then this may take extra memory and time. allow_pickle : bool, optional Whether to allow writing pickled data. Default: False .. versionchanged:: 1.16.3 Made default False in response to CVE-2019-6446. pickle_kwargs : dict Additional keyword arguments to pass to pickle.load. These are only useful when loading object arrays saved on Python 2 when using Python 3. max_header_size : int, optional Maximum allowed size of the header. Large headers may not be safe to load securely and thus require explicitly passing a larger value. See :py:meth:`ast.literal_eval()` for details. This option is ignored when `allow_pickle` is passed. In that case the file is by definition trusted and the limit is unnecessary. Returns ------- array : ndarray The array from the data on disk. Raises ------ ValueError If the data is invalid, or allow_pickle=False and the file contains an object array. """ if allow_pickle: max_header_size = 2**64 version = read_magic(fp) _check_version(version) shape, fortran_order, dtype = _read_array_header( fp, version, max_header_size=max_header_size ) if len(shape) == 0: count = 1 else: count = numpy.multiply.reduce(shape, dtype=numpy.int64) if dtype.hasobject: if not allow_pickle: raise ValueError( "Object arrays cannot be loaded when " "allow_pickle=False" ) if pickle_kwargs is None: pickle_kwargs = {} try: array = pickle.load(fp, **pickle_kwargs) except UnicodeError as err: raise UnicodeError( "Unpickling a python object failed: %r\n" "You may need to pass the encoding= option " "to numpy.load" % (err,) ) from err else: if _isfileobj(fp): array = numpy.fromfile(fp, dtype=dtype, count=count) else: array = numpy.ndarray(count, dtype=dtype) if dtype.itemsize > 0: max_read_count = BUFFER_SIZE // min(BUFFER_SIZE, dtype.itemsize) for i in range(0, count, max_read_count): read_count = min(max_read_count, count - i) read_size = int(read_count * dtype.itemsize) data = _read_bytes(fp, read_size, "array data") array[i : i + read_count] = numpy.frombuffer( data, dtype=dtype, count=read_count ) if fortran_order: array.shape = shape[::-1] array = array.transpose() else: array.shape = shape return array def open_memmap( filename, mode="r+", dtype=None, shape=None, fortran_order=False, version=None, *, max_header_size=_MAX_HEADER_SIZE, ): """ Open a .npy file as a memory-mapped array. This may be used to read an existing file or create a new one. Parameters ---------- filename : str or path-like The name of the file on disk. This may *not* be a file-like object. mode : str, optional The mode in which to open the file; the default is 'r+'. In addition to the standard file modes, 'c' is also accepted to mean "copy on write." See `memmap` for the available mode strings. dtype : data-type, optional The data type of the array if we are creating a new file in "write" mode, if not, `dtype` is ignored. The default value is None, which results in a data-type of `float64`. shape : tuple of int The shape of the array if we are creating a new file in "write" mode, in which case this parameter is required. Otherwise, this parameter is ignored and is thus optional. fortran_order : bool, optional Whether the array should be Fortran-contiguous (True) or C-contiguous (False, the default) if we are creating a new file in "write" mode. version : tuple of int (major, minor) or None If the mode is a "write" mode, then this is the version of the file format used to create the file. None means use the oldest supported version that is able to store the data. Default: None max_header_size : int, optional Maximum allowed size of the header. Large headers may not be safe to load securely and thus require explicitly passing a larger value. See :py:meth:`ast.literal_eval()` for details. Returns ------- marray : memmap The memory-mapped array. Raises ------ ValueError If the data or the mode is invalid. OSError If the file is not found or cannot be opened correctly. See Also -------- numpy.memmap """ if _isfileobj(filename): raise ValueError( "Filename must be a string or a path-like object." " Memmap cannot use existing file handles." ) if "w" in mode: _check_version(version) dtype = numpy.dtype(dtype) if dtype.hasobject: msg = "Array can't be memory-mapped: Python objects in dtype." raise ValueError(msg) d = dict( descr=dtype_to_descr(dtype), fortran_order=fortran_order, shape=shape, ) with open(os_fspath(filename), mode + "b") as fp: _write_array_header(fp, d, version) offset = fp.tell() else: with open(os_fspath(filename), "rb") as fp: version = read_magic(fp) _check_version(version) shape, fortran_order, dtype = _read_array_header( fp, version, max_header_size=max_header_size ) if dtype.hasobject: msg = "Array can't be memory-mapped: Python objects in dtype." raise ValueError(msg) offset = fp.tell() if fortran_order: order = "F" else: order = "C" if mode == "w+": mode = "r+" marray = numpy.memmap( filename, dtype=dtype, shape=shape, order=order, mode=mode, offset=offset ) return marray def _read_bytes(fp, size, error_template="ran out of data"): """ Read from file-like object until size bytes are read. Raises ValueError if not EOF is encountered before size bytes are read. Non-blocking objects only supported if they derive from io objects. Required as e.g. ZipExtFile in python 2.6 can return less data than requested. """ data = bytes() while True: try: r = fp.read(size - len(data)) data += r if len(r) == 0 or len(data) == size: break except BlockingIOError: pass if len(data) != size: msg = "EOF: reading %s, expected %d bytes got %d" raise ValueError(msg % (error_template, size, len(data))) else: return data
data/catboost-1.2.2/catboost_all_src/contrib/python/numpy/py3/numpy/lib/format.py
9,415
9,035
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LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('datetime', 'timedelta') IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME io STORE_NAME io LOAD_CONST 0 LOAD_CONST ('cycle', 'product') IMPORT_NAME itertools IMPORT_FROM cycle STORE_NAME cycle IMPORT_FROM product STORE_NAME product POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME string STORE_NAME string LOAD_CONST 0 LOAD_CONST ('Mock', 'mock_open', 'patch', 'sentinel', 'call') IMPORT_NAME unittest.mock IMPORT_FROM Mock STORE_NAME Mock IMPORT_FROM mock_open STORE_NAME mock_open IMPORT_FROM patch STORE_NAME patch IMPORT_FROM sentinel STORE_NAME sentinel IMPORT_FROM call STORE_NAME call POP_TOP LOAD_CONST 0 LOAD_CONST ('default_backend',) IMPORT_NAME cryptography.hazmat.backends IMPORT_FROM default_backend STORE_NAME default_backend POP_TOP LOAD_CONST 0 LOAD_CONST ('RSAPrivateKey', 'generate_private_key') IMPORT_NAME cryptography.hazmat.primitives.asymmetric.rsa IMPORT_FROM RSAPrivateKey STORE_NAME RSAPrivateKey IMPORT_FROM generate_private_key STORE_NAME generate_rsa_private_key POP_TOP LOAD_CONST 0 LOAD_CONST ('serialization',) IMPORT_NAME cryptography.hazmat.primitives IMPORT_FROM serialization STORE_NAME serialization POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytz STORE_NAME pytz LOAD_CONST 0 LOAD_CONST ('JWTAuth',) IMPORT_NAME boxsdk.auth.jwt_auth IMPORT_FROM JWTAuth STORE_NAME JWTAuth POP_TOP LOAD_CONST 0 LOAD_CONST ('BoxOAuthException',) IMPORT_NAME boxsdk.exception IMPORT_FROM BoxOAuthException STORE_NAME BoxOAuthException POP_TOP LOAD_CONST 0 LOAD_CONST ('API',) IMPORT_NAME boxsdk.config IMPORT_FROM API STORE_NAME API POP_TOP LOAD_CONST 0 LOAD_CONST ('User',) IMPORT_NAME boxsdk.object.user IMPORT_FROM User STORE_NAME User POP_TOP LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 16 LOAD_CONST 32 LOAD_CONST 128 BUILD_LIST LOAD_CONST ('params',) CALL_FUNCTION LOAD_CONST <code object jti_length at 0x7fab82258c00, file "f.py", line 25> LOAD_CONST 'jti_length' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jti_length LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST ('RS256', 'RS512') LOAD_CONST ('params',) CALL_FUNCTION LOAD_CONST <code object jwt_algorithm at 0x7fab82258e40, file "f.py", line 30> LOAD_CONST 'jwt_algorithm' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_algorithm LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'module' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object jwt_key_id at 0x7fab82258420, file "f.py", line 35> LOAD_CONST 'jwt_key_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_key_id LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'module' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object rsa_private_key_object at 0x7fab82258ae0, file "f.py", line 40> LOAD_CONST 'rsa_private_key_object' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rsa_private_key_object LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST (None, b'strong_password') LOAD_CONST ('params',) CALL_FUNCTION LOAD_CONST <code object rsa_passphrase at 0x7fab82258b70, file "f.py", line 47> LOAD_CONST 'rsa_passphrase' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rsa_passphrase LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object rsa_private_key_bytes at 0x7fab82258930, file "f.py", line 52> LOAD_CONST 'rsa_private_key_bytes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rsa_private_key_bytes LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'function' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object successful_token_response at 0x7fab703061e0, file "f.py", line 66> LOAD_CONST 'successful_token_response' MAKE_FUNCTION CALL_FUNCTION STORE_NAME successful_token_response LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('key_file', 'key_data') LOAD_CONST (None, None) LOAD_CONST ('fake sys path', 'fake key data') BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_CONST <code object test_jwt_auth_init_raises_type_error_unless_exactly_one_of_rsa_private_key_file_or_data_is_given at 0x7fab70306930, file "f.py", line 77> LOAD_CONST 'test_jwt_auth_init_raises_type_error_unless_exactly_one_of_rsa_private_key_file_or_data_is_given' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_jwt_auth_init_raises_type_error_unless_exactly_one_of_rsa_private_key_file_or_data_is_given LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'key_data' LOAD_NAME object CALL_FUNCTION LOAD_CONST 'ƒøø' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_CONST <code object test_jwt_auth_init_raises_type_error_if_rsa_private_key_data_has_unexpected_type at 0x7fab70306420, file "f.py", line 97> LOAD_CONST 'test_jwt_auth_init_raises_type_error_if_rsa_private_key_data_has_unexpected_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_jwt_auth_init_raises_type_error_if_rsa_private_key_data_has_unexpected_type LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_private_key_data_type' LOAD_NAME io LOAD_ATTR BytesIO LOAD_NAME str LOAD_NAME bytes LOAD_NAME RSAPrivateKey BUILD_LIST CALL_METHOD LOAD_CONST <code object test_jwt_auth_init_accepts_rsa_private_key_data at 0x7fab70306f60, file "f.py", line 115> LOAD_CONST 'test_jwt_auth_init_accepts_rsa_private_key_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_jwt_auth_init_accepts_rsa_private_key_data LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST False LOAD_CONST True BUILD_LIST LOAD_CONST ('params',) CALL_FUNCTION LOAD_CONST <code object pass_private_key_by_path at 0x7fab70306c00, file "f.py", line 141> LOAD_CONST 'pass_private_key_by_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pass_private_key_by_path LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object jwt_auth_init_mocks at 0x7fab703066f0, file "f.py", line 147> LOAD_CONST 'jwt_auth_init_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_auth_init_mocks LOAD_CONST <code object test_refresh_authenticates_with_user_if_enterprise_id_and_user_both_passed_to_constructor at 0x7fab70306300, file "f.py", line 225> LOAD_CONST 'test_refresh_authenticates_with_user_if_enterprise_id_and_user_both_passed_to_constructor' MAKE_FUNCTION STORE_NAME test_refresh_authenticates_with_user_if_enterprise_id_and_user_both_passed_to_constructor LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_auth_method_name' LOAD_CONST 'authenticate_user' LOAD_CONST 'authenticate_instance' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_authenticate_raises_value_error_if_sub_was_never_given at 0x7fab8228c9c0, file "f.py", line 235> LOAD_CONST 'test_authenticate_raises_value_error_if_sub_was_never_given' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_authenticate_raises_value_error_if_sub_was_never_given LOAD_CONST <code object test_jwt_auth_constructor_raises_type_error_if_user_is_unsupported_type at 0x7fab8228c540, file "f.py", line 248> LOAD_CONST 'test_jwt_auth_constructor_raises_type_error_if_user_is_unsupported_type' MAKE_FUNCTION STORE_NAME test_jwt_auth_constructor_raises_type_error_if_user_is_unsupported_type LOAD_CONST <code object test_authenticate_user_raises_type_error_if_user_is_unsupported_type at 0x7fab8228c300, file "f.py", line 256> LOAD_CONST 'test_authenticate_user_raises_type_error_if_user_is_unsupported_type' MAKE_FUNCTION STORE_NAME test_authenticate_user_raises_type_error_if_user_is_unsupported_type LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'user_id_for_init' LOAD_CONST None LOAD_CONST 'fake_user_id_1' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_authenticate_user_saves_user_id_for_future_calls at 0x7fab8228ca50, file "f.py", line 265> LOAD_CONST 'test_authenticate_user_saves_user_id_for_future_calls' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_authenticate_user_saves_user_id_for_future_calls LOAD_CONST <code object test_authenticate_instance_raises_value_error_if_different_enterprise_id_is_given at 0x7fab8228c8a0, file "f.py", line 284> LOAD_CONST 'test_authenticate_instance_raises_value_error_if_different_enterprise_id_is_given' MAKE_FUNCTION STORE_NAME test_authenticate_instance_raises_value_error_if_different_enterprise_id_is_given LOAD_CONST <code object test_authenticate_instance_saves_enterprise_id_for_future_calls at 0x7fab8228c1e0, file "f.py", line 295> LOAD_CONST 'test_authenticate_instance_saves_enterprise_id_for_future_calls' MAKE_FUNCTION STORE_NAME test_authenticate_instance_saves_enterprise_id_for_future_calls LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object jwt_encode at 0x7fab8228c4b0, file "f.py", line 309> LOAD_CONST 'jwt_encode' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_encode LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object jwt_auth_auth_mocks at 0x7fab8239adb0, file "f.py", line 315> LOAD_CONST 'jwt_auth_auth_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_auth_auth_mocks LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object jwt_auth_init_and_auth_mocks at 0x7fab8239af60, file "f.py", line 364> LOAD_CONST 'jwt_auth_init_and_auth_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_auth_init_and_auth_mocks LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('user', 'pass_in_init') LOAD_NAME list LOAD_NAME product LOAD_NAME str LOAD_CONST 'fake_user_id' CALL_FUNCTION LOAD_NAME User LOAD_CONST None LOAD_CONST 'fake_user_id' CALL_FUNCTION BUILD_LIST LOAD_CONST False LOAD_CONST True BUILD_LIST CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_CONST <code object test_authenticate_user_sends_post_request_with_correct_params at 0x7fab8239ab70, file "f.py", line 384> LOAD_CONST 'test_authenticate_user_sends_post_request_with_correct_params' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_authenticate_user_sends_post_request_with_correct_params LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('pass_in_init', 'pass_in_auth') LOAD_CONST (True, False) LOAD_CONST (False, True) LOAD_CONST (True, True) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_authenticate_instance_sends_post_request_with_correct_params at 0x7fab8239aa50, file "f.py", line 407> LOAD_CONST 'test_authenticate_instance_sends_post_request_with_correct_params' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_authenticate_instance_sends_post_request_with_correct_params LOAD_CONST <code object test_refresh_app_user_sends_post_request_with_correct_params at 0x7fab8239a930, file "f.py", line 426> LOAD_CONST 'test_refresh_app_user_sends_post_request_with_correct_params' MAKE_FUNCTION STORE_NAME test_refresh_app_user_sends_post_request_with_correct_params LOAD_CONST <code object test_refresh_instance_sends_post_request_with_correct_params at 0x7fab424ac9c0, file "f.py", line 434> LOAD_CONST 'test_refresh_instance_sends_post_request_with_correct_params' MAKE_FUNCTION STORE_NAME test_refresh_instance_sends_post_request_with_correct_params LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object jwt_subclass_that_just_stores_params at 0x7fab424aca50, file "f.py", line 444> LOAD_CONST 'jwt_subclass_that_just_stores_params' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jwt_subclass_that_just_stores_params LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object fake_client_id at 0x7fab424ac0c0, file "f.py", line 454> LOAD_CONST 'fake_client_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fake_client_id LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object fake_client_secret at 0x7fab424aced0, file "f.py", line 459> LOAD_CONST 'fake_client_secret' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fake_client_secret LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object fake_enterprise_id at 0x7fab424ac930, file "f.py", line 464> LOAD_CONST 'fake_enterprise_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fake_enterprise_id LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object app_config_json_content at 0x7fab424ac150, file "f.py", line 469> LOAD_CONST 'app_config_json_content' MAKE_FUNCTION CALL_FUNCTION STORE_NAME app_config_json_content LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object assert_jwt_kwargs_expected at 0x7fab424acae0, file "f.py", line 501> LOAD_CONST 'assert_jwt_kwargs_expected' MAKE_FUNCTION CALL_FUNCTION STORE_NAME assert_jwt_kwargs_expected LOAD_CONST <code object test_from_config_file at 0x7fab424ace40, file "f.py", line 523> LOAD_CONST 'test_from_config_file' MAKE_FUNCTION STORE_NAME test_from_config_file LOAD_CONST <code object test_from_settings_dictionary at 0x7fab424ac810, file "f.py", line 541> LOAD_CONST 'test_from_settings_dictionary' MAKE_FUNCTION STORE_NAME test_from_settings_dictionary LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object expect_auth_retry at 0x7fab424acdb0, file "f.py", line 554> LOAD_CONST 'expect_auth_retry' MAKE_FUNCTION CALL_FUNCTION STORE_NAME expect_auth_retry LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object box_datetime at 0x7fab424ac780, file "f.py", line 564> LOAD_CONST 'box_datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME box_datetime LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object unsuccessful_jwt_response at 0x7fab424acc90, file "f.py", line 569> LOAD_CONST 'unsuccessful_jwt_response' MAKE_FUNCTION CALL_FUNCTION STORE_NAME unsuccessful_jwt_response LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_algorithm' LOAD_CONST ('RS512',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST (None,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pass_private_key_by_path' LOAD_CONST (False,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'status_code' LOAD_CONST (400, 401) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_description' LOAD_CONST ('invalid box_sub_type claim', 'invalid kid', "check the 'exp' claim", "check the 'jti' claim") CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_code' LOAD_CONST ('invalid_grant', 'bad_request') CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'include_date_header' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_auth_retry_for_invalid_exp_claim at 0x7fab424ac1e0, file "f.py", line 588> LOAD_CONST 'test_auth_retry_for_invalid_exp_claim' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_auth_retry_for_invalid_exp_claim LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_algorithm' LOAD_CONST ('RS512',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST (None,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pass_private_key_by_path' LOAD_CONST (False,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'status_code' LOAD_CONST (429,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_description' LOAD_CONST ('Request rate limit exceeded',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_code' LOAD_CONST ('rate_limit_exceeded',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'include_date_header' LOAD_CONST (False,) CALL_METHOD LOAD_CONST <code object test_auth_retry_for_rate_limit_error at 0x7fab424ac5d0, file "f.py", line 635> LOAD_CONST 'test_auth_retry_for_rate_limit_error' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_auth_retry_for_rate_limit_error LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_algorithm' LOAD_CONST ('RS512',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST (None,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pass_private_key_by_path' LOAD_CONST (False,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'status_code' LOAD_CONST (429,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_description' LOAD_CONST ('Request rate limit exceeded',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_code' LOAD_CONST ('rate_limit_exceeded',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'include_date_header' LOAD_CONST (False,) CALL_METHOD LOAD_CONST <code object test_auth_max_retries_for_rate_limit_error at 0x7fab424ac270, file "f.py", line 666> LOAD_CONST 'test_auth_max_retries_for_rate_limit_error' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_auth_max_retries_for_rate_limit_error LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_algorithm' LOAD_CONST ('RS512',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST (None,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pass_private_key_by_path' LOAD_CONST (False,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'status_code' LOAD_CONST (500,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_description' LOAD_CONST ('Internal Server Error',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_code' LOAD_CONST ('internal_server_error',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'include_date_header' LOAD_CONST (False,) CALL_METHOD LOAD_CONST <code object test_auth_retry_for_internal_server_error at 0x7fab424acd20, file "f.py", line 697> LOAD_CONST 'test_auth_retry_for_internal_server_error' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_auth_retry_for_internal_server_error LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'jwt_algorithm' LOAD_CONST ('RS512',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'rsa_passphrase' LOAD_CONST (None,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'pass_private_key_by_path' LOAD_CONST (False,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'status_code' LOAD_CONST (500,) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_description' LOAD_CONST ('Internal Server Error',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'error_code' LOAD_CONST ('internal_server_error',) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'include_date_header' LOAD_CONST (False,) CALL_METHOD LOAD_CONST <code object test_auth_max_retries_for_internal_server_error at 0x7fab424ac660, file "f.py", line 728> LOAD_CONST 'test_auth_max_retries_for_internal_server_error' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_auth_max_retries_for_internal_server_error LOAD_CONST None RETURN_VALUE LOAD_FAST request LOAD_ATTR param RETURN_VALUE LOAD_FAST request LOAD_ATTR param RETURN_VALUE LOAD_CONST 'jwt_key_id_1' RETURN_VALUE LOAD_GLOBAL generate_rsa_private_key LOAD_CONST 65537 LOAD_CONST 4096 LOAD_GLOBAL default_backend CALL_FUNCTION LOAD_CONST ('public_exponent', 'key_size', 'backend') CALL_FUNCTION RETURN_VALUE LOAD_FAST request LOAD_ATTR param RETURN_VALUE LOAD_FAST rsa_passphrase POP_JUMP_IF_FALSE LOAD_GLOBAL serialization LOAD_METHOD BestAvailableEncryption LOAD_FAST rsa_passphrase CALL_METHOD JUMP_FORWARD to 20 LOAD_GLOBAL serialization LOAD_METHOD NoEncryption CALL_METHOD STORE_FAST encryption LOAD_FAST rsa_private_key_object LOAD_ATTR private_bytes LOAD_GLOBAL serialization LOAD_ATTR Encoding LOAD_ATTR PEM LOAD_GLOBAL serialization LOAD_ATTR PrivateFormat LOAD_ATTR PKCS8 LOAD_FAST encryption LOAD_CONST ('encoding', 'format', 'encryption_algorithm') CALL_FUNCTION RETURN_VALUE LOAD_FAST successful_token_json_response LOAD_METHOD copy CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_CONST 'refresh_token' DELETE_SUBSCR LOAD_GLOBAL Mock LOAD_FAST response LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST successful_token_mock STORE_ATTR json LOAD_CONST True LOAD_FAST successful_token_mock STORE_ATTR ok LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST response CALL_METHOD LOAD_FAST successful_token_mock STORE_ATTR content LOAD_CONST 200 LOAD_FAST successful_token_mock STORE_ATTR status_code LOAD_FAST successful_token_mock RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST rsa_private_key_bytes LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('rsa_private_key_data', 'client_id', 'client_secret', 'jwt_key_id', 'enterprise_id') CALL_FUNCTION STORE_FAST kwargs LOAD_GLOBAL JWTAuth BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST kwargs LOAD_ATTR update LOAD_FAST key_file LOAD_FAST key_data LOAD_CONST ('rsa_private_key_file_sys_path', 'rsa_private_key_data') CALL_FUNCTION POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_GLOBAL JWTAuth BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST rsa_private_key_bytes LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('rsa_private_key_data', 'client_id', 'client_secret', 'jwt_key_id', 'enterprise_id') CALL_FUNCTION STORE_FAST kwargs LOAD_GLOBAL JWTAuth BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST kwargs LOAD_ATTR update LOAD_FAST key_data LOAD_CONST ('rsa_private_key_data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 66 POP_TOP LOAD_GLOBAL JWTAuth BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST rsa_private_key_data_type LOAD_GLOBAL str COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_FAST rsa_private_key_bytes LOAD_METHOD decode LOAD_CONST 'ascii' CALL_METHOD CALL_FUNCTION STORE_FAST rsa_private_key_data JUMP_FORWARD to 60 LOAD_FAST rsa_private_key_data_type LOAD_GLOBAL RSAPrivateKey COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL serialization LOAD_ATTR load_pem_private_key LOAD_FAST rsa_private_key_bytes LOAD_FAST rsa_passphrase LOAD_GLOBAL default_backend CALL_FUNCTION LOAD_CONST ('password', 'backend') CALL_FUNCTION STORE_FAST rsa_private_key_data JUMP_FORWARD to 60 LOAD_FAST rsa_private_key_data_type LOAD_FAST rsa_private_key_bytes CALL_FUNCTION STORE_FAST rsa_private_key_data LOAD_GLOBAL JWTAuth LOAD_FAST rsa_private_key_data LOAD_FAST rsa_passphrase LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('rsa_private_key_data', 'rsa_private_key_passphrase', 'client_id', 'client_secret', 'jwt_key_id', 'enterprise_id') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST request LOAD_ATTR param RETURN_VALUE LOAD_GLOBAL contextmanager LOAD_CLOSURE jwt_algorithm LOAD_CLOSURE jwt_key_id LOAD_CLOSURE mock_box_session LOAD_CLOSURE pass_private_key_by_path LOAD_CLOSURE rsa_passphrase LOAD_CLOSURE rsa_private_key_bytes LOAD_CLOSURE successful_token_response BUILD_TUPLE LOAD_CONST <code object _jwt_auth_init_mocks at 0x7fab70306ed0, file "f.py", line 157> LOAD_CONST 'jwt_auth_init_mocks.<locals>._jwt_auth_init_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_FAST _jwt_auth_init_mocks LOAD_FAST _jwt_auth_init_mocks RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'assert_authed' LOAD_CONST True CALL_METHOD STORE_FAST assert_authed LOAD_CONST 'fake_client_id' STORE_FAST fake_client_id LOAD_CONST 'fake_client_secret' STORE_FAST fake_client_secret LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST assertion LOAD_GLOBAL JWTAuth LOAD_ATTR _GRANT_TYPE LOAD_FAST fake_client_id LOAD_FAST fake_client_secret LOAD_FAST assertion LOAD_CONST '0' LOAD_CONST 'my_awesome_device' LOAD_CONST ('grant_type', 'client_id', 'client_secret', 'assertion', 'box_device_id', 'box_device_name') BUILD_CONST_KEY_MAP STORE_FAST data LOAD_DEREF successful_token_response LOAD_DEREF mock_box_session LOAD_ATTR request STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'boxsdk.auth.jwt_auth.open' LOAD_GLOBAL mock_open LOAD_DEREF rsa_private_key_bytes LOAD_CONST ('read_data',) CALL_FUNCTION LOAD_CONST True LOAD_CONST ('create',) CALL_FUNCTION SETUP_WITH to 236 STORE_FAST jwt_auth_open LOAD_GLOBAL patch LOAD_CONST 'cryptography.hazmat.primitives.serialization.load_pem_private_key' CALL_FUNCTION SETUP_WITH to 226 STORE_FAST load_pem_private_key LOAD_GLOBAL JWTAuth BUILD_TUPLE LOAD_FAST fake_client_id LOAD_FAST fake_client_secret LOAD_DEREF pass_private_key_by_path POP_JUMP_IF_FALSE LOAD_GLOBAL sentinel LOAD_ATTR rsa_path JUMP_FORWARD to 106 LOAD_CONST None LOAD_DEREF pass_private_key_by_path POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 116 LOAD_DEREF rsa_private_key_bytes LOAD_DEREF rsa_passphrase LOAD_DEREF mock_box_session LOAD_CONST 'my_awesome_device' LOAD_DEREF jwt_algorithm LOAD_DEREF jwt_key_id LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'enterprise_id' LOAD_CONST None CALL_METHOD LOAD_CONST ('client_id', 'client_secret', 'rsa_private_key_file_sys_path', 'rsa_private_key_data', 'rsa_private_key_passphrase', 'session', 'box_device_name', 'jwt_algorithm', 'jwt_key_id', 'enterprise_id') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST oauth LOAD_DEREF pass_private_key_by_path POP_JUMP_IF_FALSE LOAD_FAST jwt_auth_open LOAD_METHOD assert_called_once_with LOAD_GLOBAL sentinel LOAD_ATTR rsa_path LOAD_CONST 'rb' CALL_METHOD POP_TOP LOAD_FAST jwt_auth_open LOAD_ATTR return_value LOAD_ATTR read LOAD_METHOD assert_called_once_with CALL_METHOD POP_TOP JUMP_FORWARD to 188 LOAD_FAST jwt_auth_open LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST load_pem_private_key LOAD_ATTR assert_called_once_with LOAD_DEREF rsa_private_key_bytes LOAD_DEREF rsa_passphrase LOAD_GLOBAL default_backend CALL_FUNCTION LOAD_CONST ('password', 'backend') CALL_FUNCTION POP_TOP LOAD_FAST oauth LOAD_FAST assertion LOAD_FAST fake_client_id LOAD_FAST load_pem_private_key LOAD_ATTR return_value BUILD_TUPLE YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST assert_authed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF mock_box_session LOAD_ATTR request LOAD_ATTR assert_called_once_with LOAD_CONST 'POST' LOAD_GLOBAL API LOAD_ATTR OAUTH2_API_URL FORMAT_VALUE LOAD_CONST '/token' BUILD_STRING LOAD_FAST data LOAD_CONST 'content-type' LOAD_CONST 'application/x-www-form-urlencoded' BUILD_MAP LOAD_CONST None LOAD_CONST ('data', 'headers', 'access_token') CALL_FUNCTION POP_TOP LOAD_FAST oauth LOAD_ATTR access_token LOAD_DEREF successful_token_response LOAD_METHOD json CALL_METHOD LOAD_CONST 'access_token' BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_user_id' STORE_FAST user LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST user LOAD_CONST 'user' LOAD_CONST 'fake_enterprise_id' LOAD_FAST user LOAD_CONST ('sub', 'sub_type', 'enterprise_id', 'user') CALL_FUNCTION SETUP_WITH to 36 STORE_FAST oauth LOAD_FAST oauth LOAD_METHOD refresh LOAD_CONST None CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 62 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL getattr LOAD_FAST auth LOAD_FAST jwt_auth_method_name CALL_FUNCTION STORE_FAST authenticate_method LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_FAST authenticate_method CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 48 POP_TOP LOAD_FAST jwt_auth_init_mocks LOAD_GLOBAL object CALL_FUNCTION LOAD_CONST ('user',) CALL_FUNCTION SETUP_WITH to 38 POP_TOP LOAD_CONST False POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 58 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 48 POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_user LOAD_GLOBAL object CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CLOSURE jwt_encode BUILD_TUPLE LOAD_CONST <code object assert_jwt_encode_call_args at 0x7fab8228c780, file "f.py", line 269> LOAD_CONST 'test_authenticate_user_saves_user_id_for_future_calls.<locals>.assert_jwt_encode_call_args' MAKE_FUNCTION STORE_FAST assert_jwt_encode_call_args LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_FAST user_id_for_init LOAD_CONST ('sub', 'sub_type', 'assert_authed', 'user') CALL_FUNCTION SETUP_WITH to 82 STORE_FAST auth SETUP_LOOP to 78 LOAD_CONST ('fake_user_id_2', 'fake_user_id_3') GET_ITER FOR_ITER to 76 STORE_FAST new_user_id LOAD_FAST auth LOAD_METHOD authenticate_user LOAD_FAST new_user_id CALL_METHOD POP_TOP LOAD_FAST assert_jwt_encode_call_args LOAD_FAST new_user_id CALL_FUNCTION POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_user CALL_METHOD POP_TOP LOAD_FAST assert_jwt_encode_call_args LOAD_FAST new_user_id CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_DEREF jwt_encode LOAD_ATTR call_args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'sub' BINARY_SUBSCR LOAD_FAST user_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF jwt_encode LOAD_ATTR call_args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'box_sub_type' BINARY_SUBSCR LOAD_CONST 'user' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None LOAD_DEREF jwt_encode STORE_ATTR call_args LOAD_CONST None RETURN_VALUE LOAD_FAST jwt_auth_init_mocks LOAD_CONST 'fake_enterprise_id_1' LOAD_CONST False LOAD_CONST ('enterprise_id', 'assert_authed') CALL_FUNCTION SETUP_WITH to 58 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 48 POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_CONST 'fake_enterprise_id_2' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST False LOAD_CONST ('sub', 'sub_type', 'assert_authed') CALL_FUNCTION SETUP_WITH to 84 STORE_FAST auth LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_instance CALL_METHOD POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 74 POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_CONST 'fake_enterprise_id_2' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_CONST 'jwt.encode' CALL_FUNCTION SETUP_WITH to 20 STORE_FAST patched_jwt_encode LOAD_FAST patched_jwt_encode YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL contextmanager LOAD_CONST (True,) LOAD_CLOSURE jti_length LOAD_CLOSURE jwt_algorithm LOAD_CLOSURE jwt_encode LOAD_CLOSURE jwt_key_id BUILD_TUPLE LOAD_CONST <code object _jwt_auth_auth_mocks at 0x7fab8239ac00, file "f.py", line 317> LOAD_CONST 'jwt_auth_auth_mocks.<locals>._jwt_auth_auth_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_FAST _jwt_auth_auth_mocks LOAD_FAST _jwt_auth_auth_mocks RETURN_VALUE LOAD_GLOBAL patch LOAD_CONST 'boxsdk.auth.jwt_auth.datetime' CALL_FUNCTION EXTENDED_ARG SETUP_WITH to 294 STORE_FAST mock_datetime LOAD_GLOBAL patch LOAD_CONST 'boxsdk.auth.jwt_auth.random.SystemRandom' CALL_FUNCTION EXTENDED_ARG SETUP_WITH to 284 STORE_FAST mock_system_random LOAD_FAST assertion LOAD_DEREF jwt_encode STORE_ATTR return_value LOAD_GLOBAL datetime LOAD_CONST 2015 LOAD_CONST 7 LOAD_CONST 6 LOAD_CONST 12 LOAD_CONST 1 LOAD_CONST 2 CALL_FUNCTION LOAD_FAST mock_datetime LOAD_ATTR utcnow STORE_ATTR return_value LOAD_GLOBAL datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_FAST mock_datetime STORE_ATTR return_value LOAD_FAST mock_datetime LOAD_ATTR utcnow LOAD_ATTR return_value LOAD_GLOBAL timedelta LOAD_CONST 30 LOAD_CONST ('seconds',) CALL_FUNCTION BINARY_ADD STORE_FAST now_plus_30 LOAD_GLOBAL int LOAD_FAST now_plus_30 LOAD_GLOBAL datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BINARY_SUBTRACT LOAD_METHOD total_seconds CALL_METHOD CALL_FUNCTION STORE_FAST exp LOAD_FAST mock_system_random LOAD_ATTR return_value STORE_FAST system_random LOAD_DEREF jti_length LOAD_FAST system_random LOAD_ATTR randint STORE_ATTR return_value LOAD_CONST <code object <listcomp> at 0x7fab8228cdb0, file "f.py", line 332> LOAD_CONST 'jwt_auth_auth_mocks.<locals>._jwt_auth_auth_mocks.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF jti_length CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST random_choices LOAD_GLOBAL cycle LOAD_FAST random_choices CALL_FUNCTION LOAD_FAST system_random LOAD_ATTR random STORE_ATTR side_effect LOAD_GLOBAL string LOAD_ATTR ascii_letters LOAD_GLOBAL string LOAD_ATTR digits BINARY_ADD STORE_DEREF ascii_alphabet LOAD_GLOBAL len LOAD_DEREF ascii_alphabet CALL_FUNCTION STORE_DEREF ascii_len LOAD_CONST '' LOAD_METHOD join LOAD_CLOSURE ascii_alphabet LOAD_CLOSURE ascii_len BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab8239ae40, file "f.py", line 339> LOAD_CONST 'jwt_auth_auth_mocks.<locals>._jwt_auth_auth_mocks.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST random_choices GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST jti LOAD_FAST oauth YIELD_VALUE POP_TOP LOAD_FAST assert_authed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST system_random LOAD_ATTR randint LOAD_METHOD assert_called_once_with LOAD_CONST 16 LOAD_CONST 128 CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST system_random LOAD_ATTR random LOAD_ATTR mock_calls CALL_FUNCTION LOAD_DEREF jti_length COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF jwt_encode LOAD_ATTR assert_called_once_with LOAD_FAST client_id LOAD_FAST sub LOAD_FAST sub_type LOAD_CONST 'https://api.box.com/oauth2/token' LOAD_FAST jti LOAD_FAST exp LOAD_CONST ('iss', 'sub', 'box_sub_type', 'aud', 'jti', 'exp') BUILD_CONST_KEY_MAP LOAD_FAST secret LOAD_DEREF jwt_algorithm LOAD_CONST 'kid' LOAD_DEREF jwt_key_id BUILD_MAP LOAD_CONST ('algorithm', 'headers') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST _ LOAD_GLOBAL random LOAD_METHOD random CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST r LOAD_DEREF ascii_alphabet LOAD_GLOBAL int LOAD_FAST r LOAD_DEREF ascii_len BINARY_MULTIPLY CALL_FUNCTION BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL contextmanager LOAD_CLOSURE jwt_auth_auth_mocks LOAD_CLOSURE jwt_auth_init_mocks BUILD_TUPLE LOAD_CONST <code object _jwt_auth_init_and_auth_mocks at 0x7fab8239aae0, file "f.py", line 366> LOAD_CONST 'jwt_auth_init_and_auth_mocks.<locals>._jwt_auth_init_and_auth_mocks' MAKE_FUNCTION CALL_FUNCTION STORE_FAST _jwt_auth_init_and_auth_mocks LOAD_FAST _jwt_auth_init_and_auth_mocks RETURN_VALUE LOAD_FAST jwt_auth_init_mocks_kwargs LOAD_METHOD pop LOAD_CONST 'assert_authed' LOAD_CONST True CALL_METHOD STORE_FAST assert_authed LOAD_DEREF jwt_auth_init_mocks LOAD_FAST jwt_auth_init_mocks_args LOAD_CONST 'assert_authed' LOAD_FAST assert_authed BUILD_MAP LOAD_FAST jwt_auth_init_mocks_kwargs BUILD_MAP CALL_FUNCTION SETUP_WITH to 76 STORE_FAST params LOAD_DEREF jwt_auth_auth_mocks LOAD_FAST sub LOAD_FAST sub_type BUILD_TUPLE LOAD_FAST params BUILD_TUPLE LOAD_CONST 'assert_authed' LOAD_FAST assert_authed BUILD_MAP CALL_FUNCTION SETUP_WITH to 66 STORE_FAST oauth LOAD_FAST oauth YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST user LOAD_GLOBAL User CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST user LOAD_ATTR object_id STORE_FAST user_id JUMP_FORWARD to 38 LOAD_GLOBAL isinstance LOAD_FAST user LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST user STORE_FAST user_id JUMP_FORWARD to 38 LOAD_GLOBAL NotImplementedError RAISE_VARARGS BUILD_MAP STORE_FAST init_kwargs BUILD_LIST STORE_FAST authenticate_params LOAD_FAST pass_in_init POP_JUMP_IF_FALSE LOAD_FAST user LOAD_FAST init_kwargs LOAD_CONST 'user' STORE_SUBSCR JUMP_FORWARD to 70 LOAD_FAST authenticate_params LOAD_METHOD append LOAD_FAST user CALL_METHOD POP_TOP LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST user_id LOAD_CONST 'user' BUILD_TUPLE LOAD_FAST init_kwargs CALL_FUNCTION SETUP_WITH to 100 STORE_FAST oauth LOAD_FAST oauth LOAD_ATTR authenticate_user LOAD_FAST authenticate_params CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id BUILD_MAP STORE_FAST init_kwargs BUILD_LIST STORE_FAST auth_params LOAD_FAST pass_in_init POP_JUMP_IF_FALSE LOAD_FAST enterprise_id LOAD_FAST init_kwargs LOAD_CONST 'enterprise_id' STORE_SUBSCR LOAD_FAST pass_in_auth POP_JUMP_IF_FALSE LOAD_FAST auth_params LOAD_METHOD append LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST enterprise_id LOAD_CONST 'enterprise' BUILD_TUPLE LOAD_FAST init_kwargs CALL_FUNCTION SETUP_WITH to 68 STORE_FAST oauth LOAD_FAST oauth LOAD_ATTR authenticate_instance LOAD_FAST auth_params CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_user_id' STORE_FAST fake_user_id LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST fake_user_id LOAD_CONST 'user' LOAD_FAST fake_user_id LOAD_CONST ('user',) CALL_FUNCTION SETUP_WITH to 34 STORE_FAST oauth LOAD_FAST oauth LOAD_METHOD refresh LOAD_CONST None CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_and_auth_mocks LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_FAST enterprise_id LOAD_CONST ('enterprise_id',) CALL_FUNCTION SETUP_WITH to 34 STORE_FAST oauth LOAD_FAST oauth LOAD_METHOD refresh LOAD_CONST None CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object StoreParamJWTAuth at 0x7fab424ac300, file "f.py", line 446> LOAD_CONST 'StoreParamJWTAuth' MAKE_FUNCTION LOAD_CONST 'StoreParamJWTAuth' LOAD_GLOBAL JWTAuth CALL_FUNCTION STORE_FAST StoreParamJWTAuth LOAD_FAST StoreParamJWTAuth RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'jwt_subclass_that_just_stores_params.<locals>.StoreParamJWTAuth' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab424ac540, file "f.py", line 447> LOAD_CONST 'jwt_subclass_that_just_stores_params.<locals>.StoreParamJWTAuth.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST kwargs LOAD_FAST self STORE_ATTR kwargs LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_client_id' RETURN_VALUE LOAD_CONST 'fake_client_secret' RETURN_VALUE LOAD_CONST 'fake_enterprise_id' RETURN_VALUE LOAD_CONST '\n{{\n "boxAppSettings": {{\n "clientID": "{client_id}",\n "clientSecret": "{client_secret}",\n "appAuth": {{\n "publicKeyID": "{jwt_key_id}",\n "privateKey": "{private_key}",\n "passphrase": {passphrase}\n }}\n }},\n "enterpriseID": {enterprise_id}\n}}' STORE_FAST template LOAD_FAST template LOAD_ATTR format LOAD_FAST fake_client_id LOAD_FAST fake_client_secret LOAD_FAST jwt_key_id LOAD_FAST rsa_private_key_bytes LOAD_METHOD replace LOAD_CONST b'\n' LOAD_CONST b'\\n' CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST rsa_passphrase JUMP_IF_FALSE_OR_POP LOAD_FAST rsa_passphrase LOAD_METHOD decode CALL_METHOD CALL_METHOD LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST fake_enterprise_id CALL_METHOD LOAD_CONST ('client_id', 'client_secret', 'jwt_key_id', 'private_key', 'passphrase', 'enterprise_id') CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE fake_client_id LOAD_CLOSURE fake_client_secret LOAD_CLOSURE fake_enterprise_id LOAD_CLOSURE jwt_key_id LOAD_CLOSURE rsa_passphrase LOAD_CLOSURE rsa_private_key_bytes BUILD_TUPLE LOAD_CONST <code object _assert_jwt_kwargs_expected at 0x7fab424ac4b0, file "f.py", line 510> LOAD_CONST 'assert_jwt_kwargs_expected.<locals>._assert_jwt_kwargs_expected' MAKE_FUNCTION STORE_FAST _assert_jwt_kwargs_expected LOAD_FAST _assert_jwt_kwargs_expected RETURN_VALUE LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'client_id' BINARY_SUBSCR LOAD_DEREF fake_client_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'client_secret' BINARY_SUBSCR LOAD_DEREF fake_client_secret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'enterprise_id' BINARY_SUBSCR LOAD_DEREF fake_enterprise_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'jwt_key_id' BINARY_SUBSCR LOAD_DEREF jwt_key_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'rsa_private_key_data' BINARY_SUBSCR LOAD_DEREF rsa_private_key_bytes LOAD_METHOD decode CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST jwt_auth LOAD_ATTR kwargs LOAD_CONST 'rsa_private_key_passphrase' BINARY_SUBSCR LOAD_DEREF rsa_passphrase JUMP_IF_FALSE_OR_POP LOAD_DEREF rsa_passphrase LOAD_METHOD decode CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_CONST 'boxsdk.auth.jwt_auth.open' LOAD_GLOBAL mock_open LOAD_FAST app_config_json_content LOAD_CONST ('read_data',) CALL_FUNCTION LOAD_CONST True LOAD_CONST ('create',) CALL_FUNCTION SETUP_WITH to 44 POP_TOP LOAD_FAST jwt_subclass_that_just_stores_params LOAD_METHOD from_settings_file LOAD_CONST 'fake_config_file_sys_path' CALL_METHOD STORE_FAST jwt_auth_from_config_file LOAD_FAST assert_jwt_kwargs_expected LOAD_FAST jwt_auth_from_config_file CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST jwt_subclass_that_just_stores_params LOAD_METHOD from_settings_dictionary LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST app_config_json_content CALL_METHOD CALL_METHOD STORE_FAST jwt_auth_from_dictionary LOAD_FAST assert_jwt_kwargs_expected LOAD_FAST jwt_auth_from_dictionary CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST status_code LOAD_CONST 400 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_CONST 'exp' LOAD_FAST error_description COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'jti' LOAD_FAST error_description COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST include_date_header JUMP_IF_FALSE_OR_POP LOAD_FAST error_code LOAD_CONST 'invalid_grant' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL datetime LOAD_ATTR now LOAD_GLOBAL pytz LOAD_ATTR utc LOAD_CONST ('tz',) CALL_FUNCTION LOAD_GLOBAL timedelta LOAD_CONST 100 CALL_FUNCTION BINARY_SUBTRACT RETURN_VALUE LOAD_FAST include_date_header POP_JUMP_IF_FALSE LOAD_CONST 'Date' LOAD_FAST box_datetime LOAD_METHOD strftime LOAD_CONST '%a, %d %b %Y %H:%M:%S %Z' CALL_METHOD BUILD_MAP JUMP_FORWARD to 20 BUILD_MAP STORE_FAST headers LOAD_GLOBAL Mock LOAD_FAST headers LOAD_CONST ('headers',) CALL_FUNCTION STORE_FAST unsuccessful_response LOAD_FAST error_description LOAD_FAST error_code LOAD_CONST ('error_description', 'error') BUILD_CONST_KEY_MAP LOAD_FAST unsuccessful_response LOAD_ATTR json STORE_ATTR return_value LOAD_FAST status_code LOAD_FAST unsuccessful_response STORE_ATTR status_code LOAD_CONST False LOAD_FAST unsuccessful_response STORE_ATTR ok LOAD_FAST unsuccessful_response RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 196 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST auth LOAD_CONST '_fetch_access_token' CALL_METHOD SETUP_WITH to 186 STORE_FAST mock_send_jwt LOAD_GLOBAL BoxOAuthException LOAD_CONST 400 LOAD_FAST unsuccessful_jwt_response LOAD_CONST ('network_response',) CALL_FUNCTION LOAD_CONST 'jwt_token' BUILD_LIST LOAD_FAST mock_send_jwt STORE_ATTR side_effect LOAD_FAST expect_auth_retry POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL BoxOAuthException CALL_METHOD SETUP_WITH to 86 POP_TOP LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 104 LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION BUILD_LIST STORE_FAST expected_calls LOAD_FAST expect_auth_retry POP_JUMP_IF_FALSE LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_FAST box_datetime LOAD_ATTR replace LOAD_CONST 0 LOAD_CONST None LOAD_CONST ('microsecond', 'tzinfo') CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST mock_send_jwt LOAD_ATTR mock_calls CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST expected_calls CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_send_jwt LOAD_METHOD assert_has_calls LOAD_FAST expected_calls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 196 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST auth LOAD_CONST '_fetch_access_token' CALL_METHOD SETUP_WITH to 186 STORE_FAST mock_send_jwt BUILD_LIST STORE_FAST side_effect BUILD_LIST STORE_FAST expected_calls SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_GLOBAL API LOAD_ATTR MAX_RETRY_ATTEMPTS LOAD_CONST 2 BINARY_SUBTRACT CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST _ LOAD_FAST side_effect LOAD_METHOD append LOAD_GLOBAL BoxOAuthException LOAD_CONST 429 LOAD_FAST unsuccessful_jwt_response LOAD_CONST ('network_response',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST side_effect LOAD_METHOD append LOAD_CONST 'jwt_token' CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST side_effect LOAD_FAST mock_send_jwt STORE_ATTR side_effect LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST mock_send_jwt LOAD_ATTR mock_calls CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST expected_calls CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_send_jwt LOAD_METHOD assert_has_calls LOAD_FAST expected_calls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 206 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST auth LOAD_CONST '_fetch_access_token' CALL_METHOD SETUP_WITH to 196 STORE_FAST mock_send_jwt BUILD_LIST STORE_FAST side_effect BUILD_LIST STORE_FAST expected_calls SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_GLOBAL API LOAD_ATTR MAX_RETRY_ATTEMPTS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST _ LOAD_FAST side_effect LOAD_METHOD append LOAD_GLOBAL BoxOAuthException LOAD_CONST 429 LOAD_FAST unsuccessful_jwt_response LOAD_CONST ('network_response',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST side_effect LOAD_FAST mock_send_jwt STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL BoxOAuthException CALL_METHOD SETUP_WITH to 138 STORE_FAST error LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST error LOAD_ATTR value LOAD_ATTR status LOAD_CONST 429 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST mock_send_jwt LOAD_ATTR mock_calls CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST expected_calls CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_send_jwt LOAD_METHOD assert_has_calls LOAD_FAST expected_calls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 196 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST auth LOAD_CONST '_fetch_access_token' CALL_METHOD SETUP_WITH to 186 STORE_FAST mock_send_jwt BUILD_LIST STORE_FAST side_effect BUILD_LIST STORE_FAST expected_calls SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_GLOBAL API LOAD_ATTR MAX_RETRY_ATTEMPTS LOAD_CONST 2 BINARY_SUBTRACT CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST _ LOAD_FAST side_effect LOAD_METHOD append LOAD_GLOBAL BoxOAuthException LOAD_CONST 500 LOAD_FAST unsuccessful_jwt_response LOAD_CONST ('network_response',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST side_effect LOAD_METHOD append LOAD_CONST 'jwt_token' CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST side_effect LOAD_FAST mock_send_jwt STORE_ATTR side_effect LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST mock_send_jwt LOAD_ATTR mock_calls CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST expected_calls CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_send_jwt LOAD_METHOD assert_has_calls LOAD_FAST expected_calls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'fake_enterprise_id' STORE_FAST enterprise_id LOAD_FAST jwt_auth_init_mocks LOAD_CONST False LOAD_CONST ('assert_authed',) CALL_FUNCTION SETUP_WITH to 206 STORE_FAST params LOAD_FAST params LOAD_CONST 0 BINARY_SUBSCR STORE_FAST auth LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST auth LOAD_CONST '_fetch_access_token' CALL_METHOD SETUP_WITH to 196 STORE_FAST mock_send_jwt BUILD_LIST STORE_FAST side_effect BUILD_LIST STORE_FAST expected_calls SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_GLOBAL API LOAD_ATTR MAX_RETRY_ATTEMPTS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST _ LOAD_FAST side_effect LOAD_METHOD append LOAD_GLOBAL BoxOAuthException LOAD_CONST 500 LOAD_FAST unsuccessful_jwt_response LOAD_CONST ('network_response',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST expected_calls LOAD_METHOD append LOAD_GLOBAL call LOAD_FAST enterprise_id LOAD_CONST 'enterprise' LOAD_CONST None CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST side_effect LOAD_FAST mock_send_jwt STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL BoxOAuthException CALL_METHOD SETUP_WITH to 138 STORE_FAST error LOAD_FAST auth LOAD_METHOD authenticate_instance LOAD_FAST enterprise_id CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST error LOAD_ATTR value LOAD_ATTR status LOAD_CONST 500 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST mock_send_jwt LOAD_ATTR mock_calls CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST expected_calls CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_send_jwt LOAD_METHOD assert_has_calls LOAD_FAST expected_calls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
from contextlib import contextmanager from datetime import datetime, timedelta import io from itertools import cycle, product import json import random import string from unittest.mock import Mock, mock_open, patch, sentinel, call from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives.asymmetric.rsa import ( RSAPrivateKey, generate_private_key as generate_rsa_private_key, ) from cryptography.hazmat.primitives import serialization import pytest import pytz from boxsdk.auth.jwt_auth import JWTAuth from boxsdk.exception import BoxOAuthException from boxsdk.config import API from boxsdk.object.user import User @pytest.fixture(params=[16, 32, 128]) def jti_length(request): return request.param @pytest.fixture(params=("RS256", "RS512")) def jwt_algorithm(request): return request.param @pytest.fixture(scope="module") def jwt_key_id(): return "jwt_key_id_1" @pytest.fixture(scope="module") def rsa_private_key_object(): return generate_rsa_private_key( public_exponent=65537, key_size=4096, backend=default_backend() ) @pytest.fixture(params=(None, b"strong_password")) def rsa_passphrase(request): return request.param @pytest.fixture def rsa_private_key_bytes(rsa_private_key_object, rsa_passphrase): encryption = ( serialization.BestAvailableEncryption(rsa_passphrase) if rsa_passphrase else serialization.NoEncryption() ) return rsa_private_key_object.private_bytes( encoding=serialization.Encoding.PEM, format=serialization.PrivateFormat.PKCS8, encryption_algorithm=encryption, ) @pytest.fixture(scope="function") def successful_token_response(successful_token_mock, successful_token_json_response): response = successful_token_json_response.copy() del response["refresh_token"] successful_token_mock.json = Mock(return_value=response) successful_token_mock.ok = True successful_token_mock.content = json.dumps(response) successful_token_mock.status_code = 200 return successful_token_mock @pytest.mark.parametrize( ("key_file", "key_data"), [(None, None), ("fake sys path", "fake key data")] ) @pytest.mark.parametrize("rsa_passphrase", [None]) def test_jwt_auth_init_raises_type_error_unless_exactly_one_of_rsa_private_key_file_or_data_is_given( key_file, key_data, rsa_private_key_bytes ): kwargs = dict( rsa_private_key_data=rsa_private_key_bytes, client_id=None, client_secret=None, jwt_key_id=None, enterprise_id=None, ) JWTAuth(**kwargs) kwargs.update(rsa_private_key_file_sys_path=key_file, rsa_private_key_data=key_data) with pytest.raises(TypeError): JWTAuth(**kwargs) @pytest.mark.parametrize("key_data", [object(), "ƒøø"]) @pytest.mark.parametrize("rsa_passphrase", [None]) def test_jwt_auth_init_raises_type_error_if_rsa_private_key_data_has_unexpected_type( key_data, rsa_private_key_bytes ): kwargs = dict( rsa_private_key_data=rsa_private_key_bytes, client_id=None, client_secret=None, jwt_key_id=None, enterprise_id=None, ) JWTAuth(**kwargs) kwargs.update(rsa_private_key_data=key_data) with pytest.raises(TypeError): JWTAuth(**kwargs) @pytest.mark.parametrize( "rsa_private_key_data_type", [io.BytesIO, str, bytes, RSAPrivateKey] ) def test_jwt_auth_init_accepts_rsa_private_key_data( rsa_private_key_bytes, rsa_passphrase, rsa_private_key_data_type ): if rsa_private_key_data_type is str: rsa_private_key_data = str(rsa_private_key_bytes.decode("ascii")) elif rsa_private_key_data_type is RSAPrivateKey: rsa_private_key_data = serialization.load_pem_private_key( rsa_private_key_bytes, password=rsa_passphrase, backend=default_backend(), ) else: rsa_private_key_data = rsa_private_key_data_type(rsa_private_key_bytes) JWTAuth( rsa_private_key_data=rsa_private_key_data, rsa_private_key_passphrase=rsa_passphrase, client_id=None, client_secret=None, jwt_key_id=None, enterprise_id=None, ) @pytest.fixture(params=[False, True]) def pass_private_key_by_path(request): """For jwt_auth_init_mocks, whether to pass the private key via sys_path (True) or pass the data directly (False).""" return request.param @pytest.fixture def jwt_auth_init_mocks( mock_box_session, successful_token_response, jwt_algorithm, jwt_key_id, rsa_passphrase, rsa_private_key_bytes, pass_private_key_by_path, ): @contextmanager def _jwt_auth_init_mocks(**kwargs): assert_authed = kwargs.pop("assert_authed", True) fake_client_id = "fake_client_id" fake_client_secret = "fake_client_secret" assertion = Mock() data = { "grant_type": JWTAuth._GRANT_TYPE, # pylint:disable=protected-access "client_id": fake_client_id, "client_secret": fake_client_secret, "assertion": assertion, "box_device_id": "0", "box_device_name": "my_awesome_device", } mock_box_session.request.return_value = successful_token_response with patch( "boxsdk.auth.jwt_auth.open", mock_open(read_data=rsa_private_key_bytes), create=True, ) as jwt_auth_open: with patch( "cryptography.hazmat.primitives.serialization.load_pem_private_key" ) as load_pem_private_key: oauth = JWTAuth( client_id=fake_client_id, client_secret=fake_client_secret, rsa_private_key_file_sys_path=( sentinel.rsa_path if pass_private_key_by_path else None ), rsa_private_key_data=( None if pass_private_key_by_path else rsa_private_key_bytes ), rsa_private_key_passphrase=rsa_passphrase, session=mock_box_session, box_device_name="my_awesome_device", jwt_algorithm=jwt_algorithm, jwt_key_id=jwt_key_id, enterprise_id=kwargs.pop("enterprise_id", None), **kwargs, ) if pass_private_key_by_path: jwt_auth_open.assert_called_once_with(sentinel.rsa_path, "rb") jwt_auth_open.return_value.read.assert_called_once_with() # pylint:disable=no-member else: jwt_auth_open.assert_not_called() load_pem_private_key.assert_called_once_with( rsa_private_key_bytes, password=rsa_passphrase, backend=default_backend(), ) yield oauth, assertion, fake_client_id, load_pem_private_key.return_value if assert_authed: mock_box_session.request.assert_called_once_with( "POST", f"{API.OAUTH2_API_URL}/token", data=data, headers={"content-type": "application/x-www-form-urlencoded"}, access_token=None, ) assert ( oauth.access_token == successful_token_response.json()["access_token"] ) return _jwt_auth_init_mocks def test_refresh_authenticates_with_user_if_enterprise_id_and_user_both_passed_to_constructor( jwt_auth_init_and_auth_mocks, ): user = "fake_user_id" with jwt_auth_init_and_auth_mocks( sub=user, sub_type="user", enterprise_id="fake_enterprise_id", user=user ) as oauth: oauth.refresh(None) @pytest.mark.parametrize( "jwt_auth_method_name", ["authenticate_user", "authenticate_instance"] ) def test_authenticate_raises_value_error_if_sub_was_never_given( jwt_auth_init_mocks, jwt_auth_method_name ): with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] authenticate_method = getattr(auth, jwt_auth_method_name) with pytest.raises(ValueError): authenticate_method() def test_jwt_auth_constructor_raises_type_error_if_user_is_unsupported_type( jwt_auth_init_mocks, ): with pytest.raises(TypeError): with jwt_auth_init_mocks(user=object()): assert False def test_authenticate_user_raises_type_error_if_user_is_unsupported_type( jwt_auth_init_mocks, ): with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with pytest.raises(TypeError): auth.authenticate_user(object()) @pytest.mark.parametrize("user_id_for_init", [None, "fake_user_id_1"]) def test_authenticate_user_saves_user_id_for_future_calls( jwt_auth_init_and_auth_mocks, user_id_for_init, jwt_encode ): def assert_jwt_encode_call_args(user_id): assert jwt_encode.call_args[0][0]["sub"] == user_id assert jwt_encode.call_args[0][0]["box_sub_type"] == "user" jwt_encode.call_args = None with jwt_auth_init_and_auth_mocks( sub=None, sub_type=None, assert_authed=False, user=user_id_for_init ) as auth: for new_user_id in ["fake_user_id_2", "fake_user_id_3"]: auth.authenticate_user(new_user_id) assert_jwt_encode_call_args(new_user_id) auth.authenticate_user() assert_jwt_encode_call_args(new_user_id) def test_authenticate_instance_raises_value_error_if_different_enterprise_id_is_given( jwt_auth_init_mocks, ): with jwt_auth_init_mocks( enterprise_id="fake_enterprise_id_1", assert_authed=False ) as params: auth = params[0] with pytest.raises(ValueError): auth.authenticate_instance("fake_enterprise_id_2") def test_authenticate_instance_saves_enterprise_id_for_future_calls( jwt_auth_init_and_auth_mocks, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_and_auth_mocks( sub=enterprise_id, sub_type="enterprise", assert_authed=False ) as auth: auth.authenticate_instance(enterprise_id) auth.authenticate_instance() auth.authenticate_instance(enterprise_id) with pytest.raises(ValueError): auth.authenticate_instance("fake_enterprise_id_2") @pytest.fixture def jwt_encode(): with patch("jwt.encode") as patched_jwt_encode: yield patched_jwt_encode @pytest.fixture def jwt_auth_auth_mocks(jti_length, jwt_algorithm, jwt_key_id, jwt_encode): @contextmanager def _jwt_auth_auth_mocks( sub, sub_type, oauth, assertion, client_id, secret, assert_authed=True ): with patch("boxsdk.auth.jwt_auth.datetime") as mock_datetime: with patch( "boxsdk.auth.jwt_auth.random.SystemRandom" ) as mock_system_random: jwt_encode.return_value = assertion mock_datetime.utcnow.return_value = datetime(2015, 7, 6, 12, 1, 2) mock_datetime.return_value = datetime(1970, 1, 1) now_plus_30 = mock_datetime.utcnow.return_value + timedelta(seconds=30) exp = int((now_plus_30 - datetime(1970, 1, 1)).total_seconds()) system_random = mock_system_random.return_value system_random.randint.return_value = jti_length random_choices = [random.random() for _ in range(jti_length)] system_random.random.side_effect = cycle(random_choices) ascii_alphabet = string.ascii_letters + string.digits ascii_len = len(ascii_alphabet) jti = "".join( ascii_alphabet[int(r * ascii_len)] for r in random_choices ) yield oauth if assert_authed: system_random.randint.assert_called_once_with(16, 128) assert len(system_random.random.mock_calls) == jti_length jwt_encode.assert_called_once_with( { "iss": client_id, "sub": sub, "box_sub_type": sub_type, "aud": "https://api.box.com/oauth2/token", "jti": jti, "exp": exp, }, secret, algorithm=jwt_algorithm, headers={"kid": jwt_key_id}, ) return _jwt_auth_auth_mocks @pytest.fixture def jwt_auth_init_and_auth_mocks(jwt_auth_init_mocks, jwt_auth_auth_mocks): @contextmanager def _jwt_auth_init_and_auth_mocks( sub, sub_type, *jwt_auth_init_mocks_args, **jwt_auth_init_mocks_kwargs ): assert_authed = jwt_auth_init_mocks_kwargs.pop("assert_authed", True) with jwt_auth_init_mocks( *jwt_auth_init_mocks_args, assert_authed=assert_authed, **jwt_auth_init_mocks_kwargs, ) as params: with jwt_auth_auth_mocks( sub, sub_type, *params, assert_authed=assert_authed ) as oauth: yield oauth return _jwt_auth_init_and_auth_mocks @pytest.mark.parametrize( ("user", "pass_in_init"), list(product([str("fake_user_id"), User(None, "fake_user_id")], [False, True])), ) def test_authenticate_user_sends_post_request_with_correct_params( jwt_auth_init_and_auth_mocks, user, pass_in_init ): if isinstance(user, User): user_id = user.object_id elif isinstance(user, str): user_id = user else: raise NotImplementedError init_kwargs = {} authenticate_params = [] if pass_in_init: init_kwargs["user"] = user else: authenticate_params.append(user) with jwt_auth_init_and_auth_mocks(user_id, "user", **init_kwargs) as oauth: oauth.authenticate_user(*authenticate_params) @pytest.mark.parametrize( ("pass_in_init", "pass_in_auth"), [(True, False), (False, True), (True, True)] ) def test_authenticate_instance_sends_post_request_with_correct_params( jwt_auth_init_and_auth_mocks, pass_in_init, pass_in_auth ): enterprise_id = "fake_enterprise_id" init_kwargs = {} auth_params = [] if pass_in_init: init_kwargs["enterprise_id"] = enterprise_id if pass_in_auth: auth_params.append(enterprise_id) with jwt_auth_init_and_auth_mocks( enterprise_id, "enterprise", **init_kwargs ) as oauth: oauth.authenticate_instance(*auth_params) def test_refresh_app_user_sends_post_request_with_correct_params( jwt_auth_init_and_auth_mocks, ): fake_user_id = "fake_user_id" with jwt_auth_init_and_auth_mocks(fake_user_id, "user", user=fake_user_id) as oauth: oauth.refresh(None) def test_refresh_instance_sends_post_request_with_correct_params( jwt_auth_init_and_auth_mocks, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_and_auth_mocks( enterprise_id, "enterprise", enterprise_id=enterprise_id ) as oauth: oauth.refresh(None) @pytest.fixture() def jwt_subclass_that_just_stores_params(): class StoreParamJWTAuth(JWTAuth): def __init__(self, **kwargs): self.kwargs = kwargs super().__init__(**kwargs) return StoreParamJWTAuth @pytest.fixture def fake_client_id(): return "fake_client_id" @pytest.fixture def fake_client_secret(): return "fake_client_secret" @pytest.fixture def fake_enterprise_id(): return "fake_enterprise_id" @pytest.fixture def app_config_json_content( fake_client_id, fake_client_secret, fake_enterprise_id, jwt_key_id, rsa_private_key_bytes, rsa_passphrase, ): template = r""" {{ "boxAppSettings": {{ "clientID": "{client_id}", "clientSecret": "{client_secret}", "appAuth": {{ "publicKeyID": "{jwt_key_id}", "privateKey": "{private_key}", "passphrase": {passphrase} }} }}, "enterpriseID": {enterprise_id} }}""" return template.format( client_id=fake_client_id, client_secret=fake_client_secret, jwt_key_id=jwt_key_id, private_key=rsa_private_key_bytes.replace(b"\n", b"\\n").decode(), passphrase=json.dumps(rsa_passphrase and rsa_passphrase.decode()), enterprise_id=json.dumps(fake_enterprise_id), ) @pytest.fixture() def assert_jwt_kwargs_expected( fake_client_id, fake_client_secret, fake_enterprise_id, jwt_key_id, rsa_private_key_bytes, rsa_passphrase, ): def _assert_jwt_kwargs_expected(jwt_auth): assert jwt_auth.kwargs["client_id"] == fake_client_id assert jwt_auth.kwargs["client_secret"] == fake_client_secret assert jwt_auth.kwargs["enterprise_id"] == fake_enterprise_id assert jwt_auth.kwargs["jwt_key_id"] == jwt_key_id assert jwt_auth.kwargs["rsa_private_key_data"] == rsa_private_key_bytes.decode() assert jwt_auth.kwargs["rsa_private_key_passphrase"] == ( rsa_passphrase and rsa_passphrase.decode() ) return _assert_jwt_kwargs_expected def test_from_config_file( jwt_subclass_that_just_stores_params, app_config_json_content, assert_jwt_kwargs_expected, ): with patch( "boxsdk.auth.jwt_auth.open", mock_open(read_data=app_config_json_content), create=True, ): jwt_auth_from_config_file = ( jwt_subclass_that_just_stores_params.from_settings_file( "fake_config_file_sys_path" ) ) assert_jwt_kwargs_expected(jwt_auth_from_config_file) def test_from_settings_dictionary( jwt_subclass_that_just_stores_params, app_config_json_content, assert_jwt_kwargs_expected, ): jwt_auth_from_dictionary = ( jwt_subclass_that_just_stores_params.from_settings_dictionary( json.loads(app_config_json_content) ) ) assert_jwt_kwargs_expected(jwt_auth_from_dictionary) @pytest.fixture def expect_auth_retry(status_code, error_description, include_date_header, error_code): return ( status_code == 400 and ("exp" in error_description or "jti" in error_description) and include_date_header and error_code == "invalid_grant" ) @pytest.fixture def box_datetime(): return datetime.now(tz=pytz.utc) - timedelta(100) @pytest.fixture def unsuccessful_jwt_response( box_datetime, status_code, error_description, include_date_header, error_code ): headers = ( {"Date": box_datetime.strftime("%a, %d %b %Y %H:%M:%S %Z")} if include_date_header else {} ) unsuccessful_response = Mock(headers=headers) unsuccessful_response.json.return_value = { "error_description": error_description, "error": error_code, } unsuccessful_response.status_code = status_code unsuccessful_response.ok = False return unsuccessful_response @pytest.mark.parametrize("jwt_algorithm", ("RS512",)) @pytest.mark.parametrize("rsa_passphrase", (None,)) @pytest.mark.parametrize("pass_private_key_by_path", (False,)) @pytest.mark.parametrize("status_code", (400, 401)) @pytest.mark.parametrize( "error_description", ( "invalid box_sub_type claim", "invalid kid", "check the 'exp' claim", "check the 'jti' claim", ), ) @pytest.mark.parametrize("error_code", ("invalid_grant", "bad_request")) @pytest.mark.parametrize("include_date_header", (True, False)) def test_auth_retry_for_invalid_exp_claim( jwt_auth_init_mocks, expect_auth_retry, unsuccessful_jwt_response, box_datetime, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with patch.object(auth, "_fetch_access_token") as mock_send_jwt: mock_send_jwt.side_effect = [ BoxOAuthException(400, network_response=unsuccessful_jwt_response), "jwt_token", ] if not expect_auth_retry: with pytest.raises(BoxOAuthException): auth.authenticate_instance(enterprise_id) else: auth.authenticate_instance(enterprise_id) expected_calls = [call(enterprise_id, "enterprise", None)] if expect_auth_retry: expected_calls.append( call( enterprise_id, "enterprise", box_datetime.replace(microsecond=0, tzinfo=None), ) ) assert len(mock_send_jwt.mock_calls) == len(expected_calls) mock_send_jwt.assert_has_calls(expected_calls) @pytest.mark.parametrize("jwt_algorithm", ("RS512",)) @pytest.mark.parametrize("rsa_passphrase", (None,)) @pytest.mark.parametrize("pass_private_key_by_path", (False,)) @pytest.mark.parametrize("status_code", (429,)) @pytest.mark.parametrize("error_description", ("Request rate limit exceeded",)) @pytest.mark.parametrize("error_code", ("rate_limit_exceeded",)) @pytest.mark.parametrize("include_date_header", (False,)) def test_auth_retry_for_rate_limit_error( jwt_auth_init_mocks, unsuccessful_jwt_response, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with patch.object(auth, "_fetch_access_token") as mock_send_jwt: side_effect = [] expected_calls = [] for _ in range(API.MAX_RETRY_ATTEMPTS - 2): side_effect.append( BoxOAuthException(429, network_response=unsuccessful_jwt_response) ) expected_calls.append(call(enterprise_id, "enterprise", None)) side_effect.append("jwt_token") expected_calls.append(call(enterprise_id, "enterprise", None)) mock_send_jwt.side_effect = side_effect auth.authenticate_instance(enterprise_id) assert len(mock_send_jwt.mock_calls) == len(expected_calls) mock_send_jwt.assert_has_calls(expected_calls) @pytest.mark.parametrize("jwt_algorithm", ("RS512",)) @pytest.mark.parametrize("rsa_passphrase", (None,)) @pytest.mark.parametrize("pass_private_key_by_path", (False,)) @pytest.mark.parametrize("status_code", (429,)) @pytest.mark.parametrize("error_description", ("Request rate limit exceeded",)) @pytest.mark.parametrize("error_code", ("rate_limit_exceeded",)) @pytest.mark.parametrize("include_date_header", (False,)) def test_auth_max_retries_for_rate_limit_error( jwt_auth_init_mocks, unsuccessful_jwt_response, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with patch.object(auth, "_fetch_access_token") as mock_send_jwt: side_effect = [] expected_calls = [] for _ in range(API.MAX_RETRY_ATTEMPTS + 1): side_effect.append( BoxOAuthException(429, network_response=unsuccessful_jwt_response) ) expected_calls.append(call(enterprise_id, "enterprise", None)) mock_send_jwt.side_effect = side_effect with pytest.raises(BoxOAuthException) as error: auth.authenticate_instance(enterprise_id) assert error.value.status == 429 assert len(mock_send_jwt.mock_calls) == len(expected_calls) mock_send_jwt.assert_has_calls(expected_calls) @pytest.mark.parametrize("jwt_algorithm", ("RS512",)) @pytest.mark.parametrize("rsa_passphrase", (None,)) @pytest.mark.parametrize("pass_private_key_by_path", (False,)) @pytest.mark.parametrize("status_code", (500,)) @pytest.mark.parametrize("error_description", ("Internal Server Error",)) @pytest.mark.parametrize("error_code", ("internal_server_error",)) @pytest.mark.parametrize("include_date_header", (False,)) def test_auth_retry_for_internal_server_error( jwt_auth_init_mocks, unsuccessful_jwt_response, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with patch.object(auth, "_fetch_access_token") as mock_send_jwt: side_effect = [] expected_calls = [] for _ in range(API.MAX_RETRY_ATTEMPTS - 2): side_effect.append( BoxOAuthException(500, network_response=unsuccessful_jwt_response) ) expected_calls.append(call(enterprise_id, "enterprise", None)) side_effect.append("jwt_token") expected_calls.append(call(enterprise_id, "enterprise", None)) mock_send_jwt.side_effect = side_effect auth.authenticate_instance(enterprise_id) assert len(mock_send_jwt.mock_calls) == len(expected_calls) mock_send_jwt.assert_has_calls(expected_calls) @pytest.mark.parametrize("jwt_algorithm", ("RS512",)) @pytest.mark.parametrize("rsa_passphrase", (None,)) @pytest.mark.parametrize("pass_private_key_by_path", (False,)) @pytest.mark.parametrize("status_code", (500,)) @pytest.mark.parametrize("error_description", ("Internal Server Error",)) @pytest.mark.parametrize("error_code", ("internal_server_error",)) @pytest.mark.parametrize("include_date_header", (False,)) def test_auth_max_retries_for_internal_server_error( jwt_auth_init_mocks, unsuccessful_jwt_response, ): enterprise_id = "fake_enterprise_id" with jwt_auth_init_mocks(assert_authed=False) as params: auth = params[0] with patch.object(auth, "_fetch_access_token") as mock_send_jwt: side_effect = [] expected_calls = [] for _ in range(API.MAX_RETRY_ATTEMPTS + 1): side_effect.append( BoxOAuthException(500, network_response=unsuccessful_jwt_response) ) expected_calls.append(call(enterprise_id, "enterprise", None)) mock_send_jwt.side_effect = side_effect with pytest.raises(BoxOAuthException) as error: auth.authenticate_instance(enterprise_id) assert error.value.status == 500 assert len(mock_send_jwt.mock_calls) == len(expected_calls) mock_send_jwt.assert_has_calls(expected_calls)
data/boxsdk-3.9.2/test/unit/auth/test_jwt_auth.py
15,137
9,035
231,172
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DO NOT EDIT\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME hashlib STORE_NAME hashlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_NAME struct LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('object', 'range') IMPORT_NAME builtins IMPORT_FROM object STORE_NAME object IMPORT_FROM range STORE_NAME range POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'Iterable', 'List', 'Mapping', 'Optional', 'Sequence', 'Tuple', 'Type', 'Union', 'cast') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM List STORE_NAME List IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Type STORE_NAME Type IMPORT_FROM Union STORE_NAME Union IMPORT_FROM cast STORE_NAME cast POP_TOP LOAD_CONST '1.0' STORE_NAME WIRE_PROTOCOL_VERSION LOAD_CONST 'csAirLink' STORE_NAME DIALECT LOAD_CONST 254 STORE_NAME PROTOCOL_MARKER_V1 LOAD_CONST 253 STORE_NAME PROTOCOL_MARKER_V2 LOAD_CONST 6 STORE_NAME HEADER_LEN_V1 LOAD_CONST 10 STORE_NAME HEADER_LEN_V2 LOAD_CONST 13 STORE_NAME MAVLINK_SIGNATURE_BLOCK_LEN LOAD_CONST 1 STORE_NAME MAVLINK_IFLAG_SIGNED LOAD_NAME sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD basicConfig CALL_METHOD POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME logger LOAD_NAME os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'MAV_IGNORE_CRC' LOAD_CONST 0 CALL_METHOD STORE_NAME MAVLINK_IGNORE_CRC LOAD_CONST 0 STORE_NAME MAVLINK_TYPE_CHAR LOAD_CONST 1 STORE_NAME MAVLINK_TYPE_UINT8_T LOAD_CONST 2 STORE_NAME MAVLINK_TYPE_INT8_T LOAD_CONST 3 STORE_NAME MAVLINK_TYPE_UINT16_T LOAD_CONST 4 STORE_NAME MAVLINK_TYPE_INT16_T LOAD_CONST 5 STORE_NAME MAVLINK_TYPE_UINT32_T LOAD_CONST 6 STORE_NAME MAVLINK_TYPE_INT32_T LOAD_CONST 7 STORE_NAME MAVLINK_TYPE_UINT64_T LOAD_CONST 8 STORE_NAME MAVLINK_TYPE_INT64_T LOAD_CONST 9 STORE_NAME MAVLINK_TYPE_FLOAT LOAD_CONST 10 STORE_NAME MAVLINK_TYPE_DOUBLE LOAD_BUILD_CLASS LOAD_CONST <code object x25crc at 0x7f8af1683b70, file "f.py", line 64> LOAD_CONST 'x25crc' MAKE_FUNCTION LOAD_CONST 'x25crc' LOAD_NAME object CALL_FUNCTION STORE_NAME x25crc LOAD_BUILD_CLASS LOAD_CONST <code object MAVLink_header at 0x7f8a95c49540, file "f.py", line 85> LOAD_CONST 'MAVLink_header' MAKE_FUNCTION LOAD_CONST 'MAVLink_header' LOAD_NAME object CALL_FUNCTION STORE_NAME MAVLink_header LOAD_BUILD_CLASS LOAD_CONST <code object MAVLink_message at 0x7f8e2fc1b420, file "f.py", line 131> LOAD_CONST 'MAVLink_message' MAKE_FUNCTION LOAD_CONST 'MAVLink_message' LOAD_NAME object CALL_FUNCTION STORE_NAME MAVLink_message LOAD_BUILD_CLASS LOAD_CONST <code object mavlink_msg_deprecated_name_property at 0x7f8e2fc1bb70, file "f.py", line 321> LOAD_CONST 'mavlink_msg_deprecated_name_property' MAKE_FUNCTION LOAD_CONST 'mavlink_msg_deprecated_name_property' LOAD_NAME object CALL_FUNCTION STORE_NAME mavlink_msg_deprecated_name_property LOAD_BUILD_CLASS LOAD_CONST <code object EnumEntry at 0x7f8e2fc1b660, file "f.py", line 349> LOAD_CONST 'EnumEntry' MAKE_FUNCTION LOAD_CONST 'EnumEntry' LOAD_NAME object CALL_FUNCTION STORE_NAME EnumEntry BUILD_MAP STORE_NAME enums LOAD_NAME Dict LOAD_NAME str LOAD_NAME Dict LOAD_NAME int LOAD_NAME EnumEntry BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'enums' STORE_SUBSCR BUILD_MAP LOAD_NAME enums LOAD_CONST 'AIRLINK_AUTH_RESPONSE_TYPE' STORE_SUBSCR LOAD_CONST 0 STORE_NAME AIRLINK_ERROR_LOGIN_OR_PASS LOAD_NAME EnumEntry LOAD_CONST 'AIRLINK_ERROR_LOGIN_OR_PASS' LOAD_CONST 'Login or password error' CALL_FUNCTION LOAD_NAME enums LOAD_CONST 'AIRLINK_AUTH_RESPONSE_TYPE' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_CONST 1 STORE_NAME AIRLINK_AUTH_OK LOAD_NAME EnumEntry LOAD_CONST 'AIRLINK_AUTH_OK' LOAD_CONST 'Auth successful' CALL_FUNCTION LOAD_NAME enums LOAD_CONST 'AIRLINK_AUTH_RESPONSE_TYPE' BINARY_SUBSCR LOAD_CONST 1 STORE_SUBSCR LOAD_CONST 2 STORE_NAME AIRLINK_AUTH_RESPONSE_TYPE_ENUM_END LOAD_NAME EnumEntry LOAD_CONST 'AIRLINK_AUTH_RESPONSE_TYPE_ENUM_END' LOAD_CONST '' CALL_FUNCTION LOAD_NAME enums LOAD_CONST 'AIRLINK_AUTH_RESPONSE_TYPE' BINARY_SUBSCR LOAD_CONST 2 STORE_SUBSCR LOAD_CONST -1 STORE_NAME MAVLINK_MSG_ID_BAD_DATA LOAD_CONST -2 STORE_NAME MAVLINK_MSG_ID_UNKNOWN BUILD_MAP STORE_NAME mavlink_map LOAD_NAME Dict LOAD_NAME int LOAD_NAME Type LOAD_NAME MAVLink_message BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'mavlink_map' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object MAVError at 0x7f8e2fc1b390, file "f.py", line 380> LOAD_CONST 'MAVError' MAKE_FUNCTION LOAD_CONST 'MAVError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME MAVError LOAD_BUILD_CLASS LOAD_CONST <code object MAVLink_bad_data at 0x7f8e2fc1bed0, file "f.py", line 388> LOAD_CONST 'MAVLink_bad_data' MAKE_FUNCTION LOAD_CONST 'MAVLink_bad_data' LOAD_NAME MAVLink_message CALL_FUNCTION STORE_NAME MAVLink_bad_data LOAD_BUILD_CLASS LOAD_CONST <code object MAVLink_unknown at 0x7f8e2fc1b540, file "f.py", line 410> LOAD_CONST 'MAVLink_unknown' MAKE_FUNCTION LOAD_CONST 'MAVLink_unknown' LOAD_NAME MAVLink_message CALL_FUNCTION STORE_NAME MAVLink_unknown LOAD_BUILD_CLASS LOAD_CONST <code object MAVLinkSigning at 0x7f8a956a90c0, file "f.py", line 431> LOAD_CONST 'MAVLinkSigning' MAKE_FUNCTION LOAD_CONST 'MAVLinkSigning' LOAD_NAME object CALL_FUNCTION STORE_NAME MAVLinkSigning LOAD_BUILD_CLASS LOAD_CONST <code object MAVLink at 0x7f8a956a9ae0, file "f.py", line 448> LOAD_CONST 'MAVLink' MAKE_FUNCTION LOAD_CONST 'MAVLink' LOAD_NAME object CALL_FUNCTION STORE_NAME MAVLink LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'x25crc' STORE_NAME __qualname__ LOAD_CONST 'CRC-16/MCRF4XX - based on checksum.h from mavlink library' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('buf', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a3c43db70, file "f.py", line 67> LOAD_CONST 'x25crc.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Sequence LOAD_NAME int BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('buf', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object accumulate at 0x7f8af1683390, file "f.py", line 72> LOAD_CONST 'x25crc.accumulate' MAKE_FUNCTION STORE_NAME accumulate LOAD_CONST None RETURN_VALUE LOAD_CONST 65535 LOAD_FAST self STORE_ATTR crc LOAD_FAST buf LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD accumulate LOAD_FAST buf CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST buf CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL bytearray LOAD_FAST buf CALL_FUNCTION STORE_FAST buf LOAD_FAST self LOAD_ATTR crc STORE_FAST accum SETUP_LOOP to 114 LOAD_FAST buf GET_ITER FOR_ITER to 112 STORE_FAST b LOAD_FAST b LOAD_FAST accum LOAD_CONST 255 BINARY_AND BINARY_XOR STORE_FAST tmp LOAD_FAST tmp LOAD_FAST tmp LOAD_CONST 4 BINARY_LSHIFT BINARY_XOR LOAD_CONST 255 BINARY_AND STORE_FAST tmp LOAD_FAST accum LOAD_CONST 8 BINARY_RSHIFT LOAD_FAST tmp LOAD_CONST 8 BINARY_LSHIFT BINARY_XOR LOAD_FAST tmp LOAD_CONST 3 BINARY_LSHIFT BINARY_XOR LOAD_FAST tmp LOAD_CONST 4 BINARY_RSHIFT BINARY_XOR STORE_FAST accum JUMP_ABSOLUTE POP_BLOCK LOAD_FAST accum LOAD_FAST self STORE_ATTR crc LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLink_header' STORE_NAME __qualname__ LOAD_CONST 'MAVLink message header' STORE_NAME __doc__ LOAD_CONST (0, 0, 0, 0, 0, 0) LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_CONST None LOAD_CONST ('msgId', 'incompat_flags', 'compat_flags', 'mlen', 'seq', 'srcSystem', 'srcComponent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8af1683660, file "f.py", line 88> LOAD_CONST 'MAVLink_header.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False,) LOAD_NAME bool LOAD_NAME bytes LOAD_CONST ('force_mavlink1', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pack at 0x7f8af1683150, file "f.py", line 106> LOAD_CONST 'MAVLink_header.pack' MAKE_FUNCTION STORE_NAME pack LOAD_CONST None RETURN_VALUE LOAD_FAST mlen LOAD_FAST self STORE_ATTR mlen LOAD_FAST seq LOAD_FAST self STORE_ATTR seq LOAD_FAST srcSystem LOAD_FAST self STORE_ATTR srcSystem LOAD_FAST srcComponent LOAD_FAST self STORE_ATTR srcComponent LOAD_FAST msgId LOAD_FAST self STORE_ATTR msgId LOAD_FAST incompat_flags LOAD_FAST self STORE_ATTR incompat_flags LOAD_FAST compat_flags LOAD_FAST self STORE_ATTR compat_flags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL float LOAD_GLOBAL WIRE_PROTOCOL_VERSION CALL_FUNCTION LOAD_CONST 2.0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST force_mavlink1 POP_JUMP_IF_TRUE LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST '<BBBBBBBHB' LOAD_CONST 254 LOAD_FAST self LOAD_ATTR mlen LOAD_FAST self LOAD_ATTR incompat_flags LOAD_FAST self LOAD_ATTR compat_flags LOAD_FAST self LOAD_ATTR seq LOAD_FAST self LOAD_ATTR srcSystem LOAD_FAST self LOAD_ATTR srcComponent LOAD_FAST self LOAD_ATTR msgId LOAD_CONST 65535 BINARY_AND LOAD_FAST self LOAD_ATTR msgId LOAD_CONST 16 BINARY_RSHIFT CALL_METHOD RETURN_VALUE LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST '<BBBBBB' LOAD_GLOBAL PROTOCOL_MARKER_V1 LOAD_FAST self LOAD_ATTR mlen LOAD_FAST self LOAD_ATTR seq LOAD_FAST self LOAD_ATTR srcSystem LOAD_FAST self LOAD_ATTR srcComponent LOAD_FAST self LOAD_ATTR msgId CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLink_message' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'base MAVLink message class' STORE_NAME __doc__ LOAD_CONST 0 STORE_NAME id LOAD_CONST '' STORE_NAME msgname BUILD_LIST STORE_NAME fieldnames LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'fieldnames' STORE_SUBSCR BUILD_LIST STORE_NAME ordered_fieldnames LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'ordered_fieldnames' STORE_SUBSCR BUILD_LIST STORE_NAME fieldtypes LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'fieldtypes' STORE_SUBSCR BUILD_MAP STORE_NAME fielddisplays_by_name LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'fielddisplays_by_name' STORE_SUBSCR BUILD_MAP STORE_NAME fieldenums_by_name LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'fieldenums_by_name' STORE_SUBSCR BUILD_MAP STORE_NAME fieldunits_by_name LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'fieldunits_by_name' STORE_SUBSCR LOAD_NAME bytearray LOAD_CONST b'' CALL_FUNCTION STORE_NAME native_format BUILD_LIST STORE_NAME orders LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'orders' STORE_SUBSCR BUILD_LIST STORE_NAME lengths LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'lengths' STORE_SUBSCR BUILD_LIST STORE_NAME array_lengths LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'array_lengths' STORE_SUBSCR LOAD_CONST 0 STORE_NAME crc_extra LOAD_NAME struct LOAD_METHOD Struct LOAD_CONST '' CALL_METHOD STORE_NAME unpacker LOAD_CONST None STORE_NAME instance_field LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'instance_field' STORE_SUBSCR LOAD_CONST -1 STORE_NAME instance_offset LOAD_NAME int LOAD_NAME str LOAD_CONST None LOAD_CONST ('msgId', 'name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a95c494b0, file "f.py", line 151> LOAD_CONST 'MAVLink_message.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_NAME Union LOAD_NAME str LOAD_NAME float LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('field', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_attr at 0x7f8a95c49270, file "f.py", line 163> LOAD_CONST 'MAVLink_message.format_attr' MAKE_FUNCTION STORE_NAME format_attr LOAD_NAME bytearray LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_msgbuf at 0x7f8a95c499c0, file "f.py", line 172> LOAD_CONST 'MAVLink_message.get_msgbuf' MAKE_FUNCTION STORE_NAME get_msgbuf LOAD_NAME MAVLink_header LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_header at 0x7f8a95c490c0, file "f.py", line 175> LOAD_CONST 'MAVLink_message.get_header' MAKE_FUNCTION STORE_NAME get_header LOAD_NAME Optional LOAD_NAME bytes BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_payload at 0x7f8a95c495d0, file "f.py", line 178> LOAD_CONST 'MAVLink_message.get_payload' MAKE_FUNCTION STORE_NAME get_payload LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_crc at 0x7f8a95c49930, file "f.py", line 181> LOAD_CONST 'MAVLink_message.get_crc' MAKE_FUNCTION STORE_NAME get_crc LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_fieldnames at 0x7f8a95c49390, file "f.py", line 184> LOAD_CONST 'MAVLink_message.get_fieldnames' MAKE_FUNCTION STORE_NAME get_fieldnames LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_type at 0x7f8a95c49030, file "f.py", line 187> LOAD_CONST 'MAVLink_message.get_type' MAKE_FUNCTION STORE_NAME get_type LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_msgId at 0x7f8a95c49780, file "f.py", line 190> LOAD_CONST 'MAVLink_message.get_msgId' MAKE_FUNCTION STORE_NAME get_msgId LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_srcSystem at 0x7f8a95c498a0, file "f.py", line 193> LOAD_CONST 'MAVLink_message.get_srcSystem' MAKE_FUNCTION STORE_NAME get_srcSystem LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_srcComponent at 0x7f8a95c49660, file "f.py", line 196> LOAD_CONST 'MAVLink_message.get_srcComponent' MAKE_FUNCTION STORE_NAME get_srcComponent LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_seq at 0x7f8a95c49b70, file "f.py", line 199> LOAD_CONST 'MAVLink_message.get_seq' MAKE_FUNCTION STORE_NAME get_seq LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_signed at 0x7f8a95c49ed0, file "f.py", line 202> LOAD_CONST 'MAVLink_message.get_signed' MAKE_FUNCTION STORE_NAME get_signed LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_link_id at 0x7f8a95c49810, file "f.py", line 205> LOAD_CONST 'MAVLink_message.get_link_id' MAKE_FUNCTION STORE_NAME get_link_id LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7f8a95c49c90, file "f.py", line 208> LOAD_CONST 'MAVLink_message.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_NAME object LOAD_NAME bool LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __ne__ at 0x7f8a95c491e0, file "f.py", line 216> LOAD_CONST 'MAVLink_message.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_NAME object LOAD_NAME bool LOAD_CONST ('other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __eq__ at 0x7f8a95c49c00, file "f.py", line 219> LOAD_CONST 'MAVLink_message.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Union LOAD_NAME str LOAD_NAME float LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_dict at 0x7f8a95c49db0, file "f.py", line 247> LOAD_CONST 'MAVLink_message.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_json at 0x7f8a95c49ae0, file "f.py", line 254> LOAD_CONST 'MAVLink_message.to_json' MAKE_FUNCTION STORE_NAME to_json LOAD_CONST 'MAVLink' LOAD_CONST None LOAD_CONST ('mav', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sign_packet at 0x7f8a95c49e40, file "f.py", line 257> LOAD_CONST 'MAVLink_message.sign_packet' MAKE_FUNCTION STORE_NAME sign_packet LOAD_CONST (False,) LOAD_CONST 'MAVLink' LOAD_NAME int LOAD_NAME bytes LOAD_NAME bool LOAD_NAME bytes LOAD_CONST ('mav', 'crc_extra', 'payload', 'force_mavlink1', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _pack at 0x7f8e2fc1b6f0, file "f.py", line 270> LOAD_CONST 'MAVLink_message._pack' MAKE_FUNCTION STORE_NAME _pack LOAD_CONST (False,) LOAD_CONST 'MAVLink' LOAD_NAME bool LOAD_NAME bytes LOAD_CONST ('mav', 'force_mavlink1', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pack at 0x7f8e2fc1be40, file "f.py", line 309> LOAD_CONST 'MAVLink_message.pack' MAKE_FUNCTION STORE_NAME pack LOAD_NAME str LOAD_NAME str LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __getitem__ at 0x7f8e2fc1b300, file "f.py", line 312> LOAD_CONST 'MAVLink_message.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MAVLink_header LOAD_FAST msgId CALL_FUNCTION LOAD_FAST self STORE_ATTR _header LOAD_CONST None LOAD_FAST self STORE_ATTR _payload LOAD_GLOBAL bytearray LOAD_CONST b'' CALL_FUNCTION LOAD_FAST self STORE_ATTR _msgbuf LOAD_CONST None LOAD_FAST self STORE_ATTR _crc BUILD_LIST LOAD_FAST self STORE_ATTR _fieldnames LOAD_FAST name LOAD_FAST self STORE_ATTR _type LOAD_CONST False LOAD_FAST self STORE_ATTR _signed LOAD_CONST None LOAD_FAST self STORE_ATTR _link_id LOAD_CONST None LOAD_FAST self STORE_ATTR _instances LOAD_CONST None LOAD_FAST self STORE_ATTR _instance_field LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cast LOAD_GLOBAL Union LOAD_GLOBAL bytes LOAD_GLOBAL float LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST field CALL_FUNCTION CALL_FUNCTION STORE_FAST raw_attr LOAD_GLOBAL isinstance LOAD_FAST raw_attr LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST raw_attr LOAD_METHOD rstrip LOAD_CONST b'\x00' CALL_METHOD RETURN_VALUE LOAD_FAST raw_attr LOAD_ATTR decode LOAD_CONST 'backslashreplace' LOAD_CONST ('errors',) CALL_FUNCTION LOAD_METHOD rstrip LOAD_CONST '\x00' CALL_METHOD RETURN_VALUE LOAD_FAST raw_attr RETURN_VALUE LOAD_FAST self LOAD_ATTR _msgbuf RETURN_VALUE LOAD_FAST self LOAD_ATTR _header RETURN_VALUE LOAD_FAST self LOAD_ATTR _payload RETURN_VALUE LOAD_FAST self LOAD_ATTR _crc RETURN_VALUE LOAD_FAST self LOAD_ATTR _fieldnames RETURN_VALUE LOAD_FAST self LOAD_ATTR _type RETURN_VALUE LOAD_FAST self LOAD_ATTR _header LOAD_ATTR msgId RETURN_VALUE LOAD_FAST self LOAD_ATTR _header LOAD_ATTR srcSystem RETURN_VALUE LOAD_FAST self LOAD_ATTR _header LOAD_ATTR srcComponent RETURN_VALUE LOAD_FAST self LOAD_ATTR _header LOAD_ATTR seq RETURN_VALUE LOAD_FAST self LOAD_ATTR _signed RETURN_VALUE LOAD_FAST self LOAD_ATTR _link_id RETURN_VALUE LOAD_CONST '%s {' LOAD_FAST self LOAD_ATTR _type BINARY_MODULO STORE_FAST ret SETUP_LOOP to 52 LOAD_FAST self LOAD_ATTR _fieldnames GET_ITER FOR_ITER to 50 STORE_FAST a LOAD_FAST self LOAD_METHOD format_attr LOAD_FAST a CALL_METHOD STORE_FAST v LOAD_FAST ret LOAD_CONST '%s : %s, ' LOAD_FAST a LOAD_FAST v BUILD_TUPLE BINARY_MODULO INPLACE_ADD STORE_FAST ret JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret LOAD_CONST 0 LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST '}' BINARY_ADD STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST self LOAD_METHOD __eq__ LOAD_FAST other CALL_METHOD UNARY_NOT RETURN_VALUE LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL MAVLink_message CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_type CALL_METHOD LOAD_FAST other LOAD_METHOD get_type CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_crc CALL_METHOD LOAD_FAST other LOAD_METHOD get_crc CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_seq CALL_METHOD LOAD_FAST other LOAD_METHOD get_seq CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_srcSystem CALL_METHOD LOAD_FAST other LOAD_METHOD get_srcSystem CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_srcComponent CALL_METHOD LOAD_FAST other LOAD_METHOD get_srcComponent CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE SETUP_LOOP to 166 LOAD_FAST self LOAD_ATTR _fieldnames GET_ITER FOR_ITER to 164 STORE_FAST a LOAD_FAST self LOAD_METHOD format_attr LOAD_FAST a CALL_METHOD LOAD_FAST other LOAD_METHOD format_attr LOAD_FAST a CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True RETURN_VALUE BUILD_MAP STORE_FAST d LOAD_FAST self LOAD_ATTR _type LOAD_FAST d LOAD_CONST 'mavpackettype' STORE_SUBSCR SETUP_LOOP to 44 LOAD_FAST self LOAD_ATTR _fieldnames GET_ITER FOR_ITER to 42 STORE_FAST a LOAD_FAST self LOAD_METHOD format_attr LOAD_FAST a CALL_METHOD LOAD_FAST d LOAD_FAST a STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST d RETURN_VALUE LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR secret_key LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hashlib LOAD_METHOD new LOAD_CONST 'sha256' CALL_METHOD STORE_FAST h LOAD_FAST self DUP_TOP LOAD_ATTR _msgbuf LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST '<BQ' LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR link_id LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR timestamp CALL_METHOD LOAD_CONST None LOAD_CONST 7 BUILD_SLICE BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR _msgbuf LOAD_FAST h LOAD_METHOD update LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR secret_key CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD update LOAD_FAST self LOAD_ATTR _msgbuf CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD digest CALL_METHOD LOAD_CONST None LOAD_CONST 6 BUILD_SLICE BINARY_SUBSCR STORE_FAST sig LOAD_FAST self DUP_TOP LOAD_ATTR _msgbuf LOAD_FAST sig INPLACE_ADD ROT_TWO STORE_ATTR _msgbuf LOAD_FAST mav LOAD_ATTR signing DUP_TOP LOAD_ATTR timestamp LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR timestamp LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST payload CALL_FUNCTION STORE_FAST plen LOAD_GLOBAL float LOAD_GLOBAL WIRE_PROTOCOL_VERSION CALL_FUNCTION LOAD_CONST 2.0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST force_mavlink1 POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL chr LOAD_CONST 0 CALL_FUNCTION STORE_FAST nullbyte JUMP_FORWARD to 52 LOAD_CONST 0 STORE_FAST nullbyte SETUP_LOOP to 90 LOAD_FAST plen LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST payload LOAD_FAST plen LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR LOAD_FAST nullbyte COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST plen LOAD_CONST 1 INPLACE_SUBTRACT STORE_FAST plen JUMP_ABSOLUTE POP_BLOCK LOAD_FAST payload LOAD_CONST None LOAD_FAST plen BUILD_SLICE BINARY_SUBSCR LOAD_FAST self STORE_ATTR _payload LOAD_CONST 0 STORE_FAST incompat_flags LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR sign_outgoing POP_JUMP_IF_FALSE LOAD_FAST incompat_flags LOAD_GLOBAL MAVLINK_IFLAG_SIGNED INPLACE_OR STORE_FAST incompat_flags LOAD_GLOBAL MAVLink_header LOAD_FAST self LOAD_ATTR _header LOAD_ATTR msgId LOAD_FAST incompat_flags LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _payload CALL_FUNCTION LOAD_FAST mav LOAD_ATTR seq LOAD_FAST mav LOAD_ATTR srcSystem LOAD_FAST mav LOAD_ATTR srcComponent LOAD_CONST ('incompat_flags', 'compat_flags', 'mlen', 'seq', 'srcSystem', 'srcComponent') CALL_FUNCTION LOAD_FAST self STORE_ATTR _header LOAD_GLOBAL bytearray LOAD_FAST self LOAD_ATTR _header LOAD_ATTR pack LOAD_FAST force_mavlink1 LOAD_CONST ('force_mavlink1',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST self STORE_ATTR _msgbuf LOAD_FAST self DUP_TOP LOAD_ATTR _msgbuf LOAD_FAST self LOAD_ATTR _payload INPLACE_ADD ROT_TWO STORE_ATTR _msgbuf LOAD_GLOBAL x25crc LOAD_FAST self LOAD_ATTR _msgbuf LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION STORE_FAST crc LOAD_FAST crc LOAD_METHOD accumulate LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST 'B' LOAD_FAST crc_extra CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST crc LOAD_ATTR crc LOAD_FAST self STORE_ATTR _crc LOAD_FAST self DUP_TOP LOAD_ATTR _msgbuf LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST '<H' LOAD_FAST self LOAD_ATTR _crc CALL_METHOD INPLACE_ADD ROT_TWO STORE_ATTR _msgbuf LOAD_FAST mav LOAD_ATTR signing LOAD_ATTR sign_outgoing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST force_mavlink1 EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD sign_packet LOAD_FAST mav CALL_METHOD POP_TOP LOAD_GLOBAL bytes LOAD_FAST self LOAD_ATTR _msgbuf CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'MAVLink_message cannot be serialized directly' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _instances LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL IndexError CALL_FUNCTION RAISE_VARARGS LOAD_FAST key LOAD_FAST self LOAD_ATTR _instances COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL IndexError CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _instances LOAD_FAST key BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'mavlink_msg_deprecated_name_property' STORE_NAME __qualname__ LOAD_CONST '\n This handles the class variable name change from name to msgname for\n subclasses of MAVLink_message during a transition period.\n\n This is used by setting the class variable to\n `mavlink_msg_deprecated_name_property()`.\n ' STORE_NAME __doc__ LOAD_NAME Optional LOAD_NAME MAVLink_message BINARY_SUBSCR LOAD_NAME Type LOAD_NAME MAVLink_message BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('instance', 'owner', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __get__ at 0x7f8e2fc1bdb0, file "f.py", line 330> LOAD_CONST 'mavlink_msg_deprecated_name_property.__get__' MAKE_FUNCTION STORE_NAME __get__ LOAD_CONST None RETURN_VALUE LOAD_FAST instance LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'Using .name on a MAVLink_message is not supported, use .get_type() instead.' CALL_METHOD POP_TOP LOAD_GLOBAL AttributeError LOAD_CONST "Class {} has no attribute 'name'" LOAD_METHOD format LOAD_FAST owner LOAD_ATTR __name__ CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL logger LOAD_METHOD warning LOAD_CONST 'Using .name on a MAVLink_message class is deprecated, consider using .msgname instead.\nNote that if compatibility with pymavlink 2.4.30 and earlier is desired, use something like this:\n\nmsg_name = msg.msgname if hasattr(msg, "msgname") else msg.name' CALL_METHOD POP_TOP LOAD_FAST owner LOAD_ATTR msgname RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EnumEntry' STORE_NAME __qualname__ LOAD_NAME str LOAD_NAME str LOAD_CONST None LOAD_CONST ('name', 'description', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fc1b9c0, file "f.py", line 350> LOAD_CONST 'EnumEntry.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST description LOAD_FAST self STORE_ATTR description BUILD_MAP LOAD_FAST self STORE_ATTR param LOAD_CONST False LOAD_FAST self STORE_ATTR has_location LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVError' STORE_NAME __qualname__ LOAD_CONST 'MAVLink error class' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST None LOAD_CONST ('msg', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fc1b5d0, file "f.py", line 383> LOAD_CONST 'MAVError.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Exception LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST msg CALL_METHOD POP_TOP LOAD_FAST msg LOAD_FAST self STORE_ATTR message LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLink_bad_data' STORE_NAME __qualname__ LOAD_CONST '\n a piece of bad data in a mavlink stream\n ' STORE_NAME __doc__ LOAD_NAME bytes LOAD_NAME str LOAD_CONST None LOAD_CONST ('data', 'reason', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fc1b780, file "f.py", line 393> LOAD_CONST 'MAVLink_bad_data.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7f8e2fc1b030, file "f.py", line 401> LOAD_CONST 'MAVLink_bad_data.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MAVLink_message LOAD_METHOD __init__ LOAD_FAST self LOAD_GLOBAL MAVLINK_MSG_ID_BAD_DATA LOAD_CONST 'BAD_DATA' CALL_METHOD POP_TOP LOAD_CONST 'data' LOAD_CONST 'reason' BUILD_LIST LOAD_FAST self STORE_ATTR _fieldnames LOAD_FAST data LOAD_FAST self STORE_ATTR data LOAD_FAST reason LOAD_FAST self STORE_ATTR reason LOAD_GLOBAL bytearray LOAD_FAST data CALL_FUNCTION LOAD_FAST self STORE_ATTR _msgbuf LOAD_CONST None LOAD_FAST self STORE_ATTR _instance_field LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7f8e2fc1b0c0, file "f.py", line 404> LOAD_CONST 'MAVLink_bad_data.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR data GET_ITER CALL_FUNCTION STORE_FAST hexstr JUMP_FORWARD to 48 LOAD_CONST <code object <listcomp> at 0x7f8e2fc1b270, file "f.py", line 406> LOAD_CONST 'MAVLink_bad_data.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR data GET_ITER CALL_FUNCTION STORE_FAST hexstr LOAD_CONST '%s {%s, data:%s}' LOAD_FAST self LOAD_ATTR _type LOAD_FAST self LOAD_ATTR reason LOAD_FAST hexstr BUILD_TUPLE BINARY_MODULO RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST i LOAD_CONST '{:x}' LOAD_METHOD format LOAD_GLOBAL ord LOAD_FAST i CALL_FUNCTION CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_CONST '{:x}' LOAD_METHOD format LOAD_FAST i CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLink_unknown' STORE_NAME __qualname__ LOAD_CONST "\n a message that we don't have in the XML used when built\n " STORE_NAME __doc__ LOAD_NAME int LOAD_NAME bytes LOAD_CONST None LOAD_CONST ('msgid', 'data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fc1b4b0, file "f.py", line 415> LOAD_CONST 'MAVLink_unknown.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __str__ at 0x7f8e2fc1bf60, file "f.py", line 422> LOAD_CONST 'MAVLink_unknown.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MAVLink_message LOAD_METHOD __init__ LOAD_FAST self LOAD_GLOBAL MAVLINK_MSG_ID_UNKNOWN LOAD_CONST 'UNKNOWN_%u' LOAD_FAST msgid BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST 'data' BUILD_LIST LOAD_FAST self STORE_ATTR _fieldnames LOAD_FAST data LOAD_FAST self STORE_ATTR data LOAD_GLOBAL bytearray LOAD_FAST data CALL_FUNCTION LOAD_FAST self STORE_ATTR _msgbuf LOAD_CONST None LOAD_FAST self STORE_ATTR _instance_field LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7f8e2fc1bd20, file "f.py", line 425> LOAD_CONST 'MAVLink_unknown.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR data GET_ITER CALL_FUNCTION STORE_FAST hexstr JUMP_FORWARD to 48 LOAD_CONST <code object <listcomp> at 0x7f8e2fc1ba50, file "f.py", line 427> LOAD_CONST 'MAVLink_unknown.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR data GET_ITER CALL_FUNCTION STORE_FAST hexstr LOAD_CONST '%s {data:%s}' LOAD_FAST self LOAD_ATTR _type LOAD_FAST hexstr BUILD_TUPLE BINARY_MODULO RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST i LOAD_CONST '{:x}' LOAD_METHOD format LOAD_GLOBAL ord LOAD_FAST i CALL_FUNCTION CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_CONST '{:x}' LOAD_METHOD format LOAD_FAST i CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLinkSigning' STORE_NAME __qualname__ LOAD_CONST 'MAVLink signing state class' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fc1bc00, file "f.py", line 434> LOAD_CONST 'MAVLinkSigning.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR secret_key LOAD_CONST 0 LOAD_FAST self STORE_ATTR timestamp LOAD_CONST 0 LOAD_FAST self STORE_ATTR link_id LOAD_CONST False LOAD_FAST self STORE_ATTR sign_outgoing LOAD_CONST None LOAD_FAST self STORE_ATTR allow_unsigned_callback BUILD_MAP LOAD_FAST self STORE_ATTR stream_timestamps LOAD_CONST 0 LOAD_FAST self STORE_ATTR sig_count LOAD_CONST 0 LOAD_FAST self STORE_ATTR badsig_count LOAD_CONST 0 LOAD_FAST self STORE_ATTR goodsig_count LOAD_CONST 0 LOAD_FAST self STORE_ATTR unsigned_count LOAD_CONST 0 LOAD_FAST self STORE_ATTR reject_count LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MAVLink' STORE_NAME __qualname__ LOAD_CONST 'MAVLink protocol handling class' STORE_NAME __doc__ LOAD_CONST (0, 0, False) LOAD_NAME Any LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_CONST None LOAD_CONST ('file', 'srcSystem', 'srcComponent', 'use_native', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a956a9390, file "f.py", line 451> LOAD_CONST 'MAVLink.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Callable LOAD_CONST (Ellipsis, None) BINARY_SUBSCR LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('callback', 'args', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_callback at 0x7f8a956a9150, file "f.py", line 490> LOAD_CONST 'MAVLink.set_callback' MAKE_FUNCTION STORE_NAME set_callback LOAD_NAME Callable LOAD_CONST (Ellipsis, None) BINARY_SUBSCR LOAD_NAME Any LOAD_NAME Any LOAD_CONST None LOAD_CONST ('callback', 'args', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_send_callback at 0x7f8a956a9270, file "f.py", line 497> LOAD_CONST 'MAVLink.set_send_callback' MAKE_FUNCTION STORE_NAME set_send_callback LOAD_CONST (False,) LOAD_NAME MAVLink_message LOAD_NAME bool LOAD_CONST None LOAD_CONST ('mavmsg', 'force_mavlink1', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object send at 0x7f8a956a9540, file "f.py", line 504> LOAD_CONST 'MAVLink.send' MAKE_FUNCTION STORE_NAME send LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object buf_len at 0x7f8a956a91e0, file "f.py", line 520> LOAD_CONST 'MAVLink.buf_len' MAKE_FUNCTION STORE_NAME buf_len LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bytes_needed at 0x7f8a956a9780, file "f.py", line 523> LOAD_CONST 'MAVLink.bytes_needed' MAKE_FUNCTION STORE_NAME bytes_needed LOAD_NAME MAVLink_message LOAD_CONST None LOAD_CONST ('msg', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __callbacks at 0x7f8a956a9930, file "f.py", line 531> LOAD_CONST 'MAVLink.__callbacks' MAKE_FUNCTION STORE_NAME _MAVLink__callbacks LOAD_NAME Sequence LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME MAVLink_message BINARY_SUBSCR LOAD_CONST ('c', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object parse_char at 0x7f8a956a96f0, file "f.py", line 540> LOAD_CONST 'MAVLink.parse_char' MAKE_FUNCTION STORE_NAME parse_char LOAD_NAME Optional LOAD_NAME MAVLink_message BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __parse_char_legacy at 0x7f8a956a9a50, file "f.py", line 558> LOAD_CONST 'MAVLink.__parse_char_legacy' MAKE_FUNCTION STORE_NAME _MAVLink__parse_char_legacy LOAD_NAME Sequence LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME List LOAD_NAME MAVLink_message BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('s', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object parse_buffer at 0x7f8a956a99c0, file "f.py", line 626> LOAD_CONST 'MAVLink.parse_buffer' MAKE_FUNCTION STORE_NAME parse_buffer LOAD_NAME bytearray LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_CONST ('msgbuf', 'srcSystem', 'srcComponent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object check_signature at 0x7f8a956a9c00, file "f.py", line 638> LOAD_CONST 'MAVLink.check_signature' MAKE_FUNCTION STORE_NAME check_signature LOAD_NAME bytearray LOAD_NAME MAVLink_message LOAD_CONST ('msgbuf', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object decode at 0x7f8a956a9810, file "f.py", line 680> LOAD_CONST 'MAVLink.decode' MAKE_FUNCTION STORE_NAME decode LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_FAST self STORE_ATTR seq LOAD_FAST file LOAD_FAST self STORE_ATTR file LOAD_FAST srcSystem LOAD_FAST self STORE_ATTR srcSystem LOAD_FAST srcComponent LOAD_FAST self STORE_ATTR srcComponent LOAD_CONST None LOAD_FAST self STORE_ATTR callback LOAD_CONST None LOAD_FAST self STORE_ATTR callback_args LOAD_CONST None LOAD_FAST self STORE_ATTR callback_kwargs LOAD_CONST None LOAD_FAST self STORE_ATTR send_callback LOAD_CONST None LOAD_FAST self STORE_ATTR send_callback_args LOAD_CONST None LOAD_FAST self STORE_ATTR send_callback_kwargs LOAD_GLOBAL bytearray CALL_FUNCTION LOAD_FAST self STORE_ATTR buf LOAD_CONST 0 LOAD_FAST self STORE_ATTR buf_index LOAD_GLOBAL HEADER_LEN_V1 LOAD_CONST 2 BINARY_ADD LOAD_FAST self STORE_ATTR expected_length LOAD_CONST False LOAD_FAST self STORE_ATTR have_prefix_error LOAD_CONST False LOAD_FAST self STORE_ATTR robust_parsing LOAD_CONST 254 LOAD_FAST self STORE_ATTR protocol_marker LOAD_CONST True LOAD_FAST self STORE_ATTR little_endian LOAD_CONST True LOAD_FAST self STORE_ATTR crc_extra LOAD_CONST True LOAD_FAST self STORE_ATTR sort_fields LOAD_CONST 0 LOAD_FAST self STORE_ATTR total_packets_sent LOAD_CONST 0 LOAD_FAST self STORE_ATTR total_bytes_sent LOAD_CONST 0 LOAD_FAST self STORE_ATTR total_packets_received LOAD_CONST 0 LOAD_FAST self STORE_ATTR total_bytes_received LOAD_CONST 0 LOAD_FAST self STORE_ATTR total_receive_errors LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST self STORE_ATTR startup_time LOAD_GLOBAL MAVLinkSigning CALL_FUNCTION LOAD_FAST self STORE_ATTR signing LOAD_GLOBAL struct LOAD_METHOD Struct LOAD_CONST '<cBBBBBBHB' CALL_METHOD LOAD_FAST self STORE_ATTR mav20_unpacker LOAD_GLOBAL struct LOAD_METHOD Struct LOAD_CONST '<cBBBBB' CALL_METHOD LOAD_FAST self STORE_ATTR mav10_unpacker LOAD_GLOBAL struct LOAD_METHOD Struct LOAD_CONST 'BBB' CALL_METHOD LOAD_FAST self STORE_ATTR mav20_h3_unpacker LOAD_GLOBAL struct LOAD_METHOD Struct LOAD_CONST '<H' CALL_METHOD LOAD_FAST self STORE_ATTR mav_csum_unpacker LOAD_GLOBAL struct LOAD_METHOD Struct LOAD_CONST '<IH' CALL_METHOD LOAD_FAST self STORE_ATTR mav_sign_unpacker LOAD_CONST None RETURN_VALUE LOAD_FAST callback LOAD_FAST self STORE_ATTR callback LOAD_FAST args LOAD_FAST self STORE_ATTR callback_args LOAD_FAST kwargs LOAD_FAST self STORE_ATTR callback_kwargs LOAD_CONST None RETURN_VALUE LOAD_FAST callback LOAD_FAST self STORE_ATTR send_callback LOAD_FAST args LOAD_FAST self STORE_ATTR send_callback_args LOAD_FAST kwargs LOAD_FAST self STORE_ATTR send_callback_kwargs LOAD_CONST None RETURN_VALUE LOAD_FAST mavmsg LOAD_ATTR pack LOAD_FAST self LOAD_FAST force_mavlink1 LOAD_CONST ('force_mavlink1',) CALL_FUNCTION STORE_FAST buf LOAD_FAST self LOAD_ATTR file LOAD_METHOD write LOAD_FAST buf CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR seq LOAD_CONST 1 BINARY_ADD LOAD_CONST 256 BINARY_MODULO LOAD_FAST self STORE_ATTR seq LOAD_FAST self DUP_TOP LOAD_ATTR total_packets_sent LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR total_packets_sent LOAD_FAST self DUP_TOP LOAD_ATTR total_bytes_sent LOAD_GLOBAL len LOAD_FAST buf CALL_FUNCTION INPLACE_ADD ROT_TWO STORE_ATTR total_bytes_sent LOAD_FAST self LOAD_ATTR send_callback LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR send_callback_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR send_callback_kwargs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR send_callback LOAD_FAST mavmsg BUILD_TUPLE LOAD_FAST self LOAD_ATTR send_callback_args BUILD_TUPLE LOAD_FAST self LOAD_ATTR send_callback_kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR buf CALL_FUNCTION LOAD_FAST self LOAD_ATTR buf_index BINARY_SUBTRACT RETURN_VALUE LOAD_FAST self LOAD_ATTR expected_length LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD BINARY_SUBTRACT STORE_FAST ret LOAD_FAST ret LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_FAST ret RETURN_VALUE LOAD_FAST self LOAD_ATTR callback LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR callback_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR callback_kwargs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR callback LOAD_FAST msg BUILD_TUPLE LOAD_FAST self LOAD_ATTR callback_args BUILD_TUPLE LOAD_FAST self LOAD_ATTR callback_kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR buf LOAD_METHOD extend LOAD_FAST c CALL_METHOD POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR total_bytes_received LOAD_GLOBAL len LOAD_FAST c CALL_FUNCTION INPLACE_ADD ROT_TWO STORE_ATTR total_bytes_received LOAD_FAST self LOAD_METHOD _MAVLink__parse_char_legacy CALL_METHOD STORE_FAST m LOAD_FAST m LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self DUP_TOP LOAD_ATTR total_packets_received LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR total_packets_received LOAD_FAST self LOAD_METHOD _MAVLink__callbacks LOAD_FAST m CALL_METHOD POP_TOP JUMP_FORWARD to 108 LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf_index LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL bytearray CALL_FUNCTION LOAD_FAST self STORE_ATTR buf LOAD_CONST 0 LOAD_FAST self STORE_ATTR buf_index LOAD_FAST m RETURN_VALUE LOAD_GLOBAL HEADER_LEN_V1 STORE_FAST header_len LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD LOAD_CONST 1 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index BINARY_SUBSCR LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL HEADER_LEN_V2 STORE_FAST header_len LOAD_CONST None STORE_FAST m LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD LOAD_CONST 1 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index BINARY_SUBSCR LOAD_GLOBAL PROTOCOL_MARKER_V1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index BINARY_SUBSCR LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index BINARY_SUBSCR STORE_FAST magic LOAD_FAST self DUP_TOP LOAD_ATTR buf_index LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR buf_index LOAD_FAST self LOAD_ATTR robust_parsing POP_JUMP_IF_FALSE LOAD_GLOBAL MAVLink_bad_data LOAD_GLOBAL bytearray LOAD_FAST magic BUILD_LIST CALL_FUNCTION LOAD_CONST 'Bad prefix' CALL_FUNCTION STORE_FAST m LOAD_FAST header_len LOAD_CONST 2 BINARY_ADD LOAD_FAST self STORE_ATTR expected_length LOAD_FAST self DUP_TOP LOAD_ATTR total_receive_errors LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR total_receive_errors LOAD_FAST m RETURN_VALUE LOAD_FAST self LOAD_ATTR have_prefix_error POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR have_prefix_error LOAD_FAST self DUP_TOP LOAD_ATTR total_receive_errors LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR total_receive_errors LOAD_GLOBAL MAVError LOAD_CONST "invalid MAVLink prefix '%s'" LOAD_FAST magic BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST False LOAD_FAST self STORE_ATTR have_prefix_error LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD LOAD_CONST 3 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index LOAD_CONST 3 LOAD_FAST self LOAD_ATTR buf_index BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST sbuf LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR mav20_h3_unpacker LOAD_METHOD unpack LOAD_FAST sbuf CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST magic LOAD_FAST self STORE_ATTR expected_length STORE_FAST incompat_flags LOAD_FAST magic LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST incompat_flags LOAD_GLOBAL MAVLINK_IFLAG_SIGNED BINARY_AND EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self DUP_TOP LOAD_ATTR expected_length LOAD_GLOBAL MAVLINK_SIGNATURE_BLOCK_LEN INPLACE_ADD ROT_TWO STORE_ATTR expected_length LOAD_FAST self DUP_TOP LOAD_ATTR expected_length LOAD_FAST header_len LOAD_CONST 2 BINARY_ADD INPLACE_ADD ROT_TWO STORE_ATTR expected_length LOAD_FAST self LOAD_ATTR expected_length LOAD_FAST header_len LOAD_CONST 2 BINARY_ADD COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD buf_len CALL_METHOD LOAD_FAST self LOAD_ATTR expected_length COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR buf LOAD_FAST self LOAD_ATTR buf_index LOAD_FAST self LOAD_ATTR buf_index LOAD_FAST self LOAD_ATTR expected_length BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST mbuf LOAD_FAST self DUP_TOP LOAD_ATTR buf_index LOAD_FAST self LOAD_ATTR expected_length INPLACE_ADD ROT_TWO STORE_ATTR buf_index LOAD_FAST header_len LOAD_CONST 2 BINARY_ADD LOAD_FAST self STORE_ATTR expected_length LOAD_FAST self LOAD_ATTR robust_parsing EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 484 LOAD_FAST magic LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST incompat_flags LOAD_GLOBAL MAVLINK_IFLAG_SIGNED UNARY_INVERT BINARY_AND LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVError LOAD_CONST 'invalid incompat_flags 0x%x 0x%x %u' LOAD_FAST incompat_flags LOAD_FAST magic LOAD_FAST self LOAD_ATTR expected_length BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD decode LOAD_FAST mbuf CALL_METHOD STORE_FAST m POP_BLOCK JUMP_FORWARD to 546 DUP_TOP LOAD_GLOBAL MAVError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST reason POP_TOP SETUP_FINALLY to 532 LOAD_GLOBAL MAVLink_bad_data LOAD_FAST mbuf LOAD_FAST reason LOAD_ATTR message CALL_FUNCTION STORE_FAST m LOAD_FAST self DUP_TOP LOAD_ATTR total_receive_errors LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR total_receive_errors POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST reason DELETE_FAST reason END_FINALLY POP_EXCEPT JUMP_FORWARD to 546 END_FINALLY JUMP_FORWARD to 604 LOAD_FAST magic LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST incompat_flags LOAD_GLOBAL MAVLINK_IFLAG_SIGNED UNARY_INVERT BINARY_AND LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVError LOAD_CONST 'invalid incompat_flags 0x%x 0x%x %u' LOAD_FAST incompat_flags LOAD_FAST magic LOAD_FAST self LOAD_ATTR expected_length BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD decode LOAD_FAST mbuf CALL_METHOD STORE_FAST m LOAD_FAST m RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD parse_char LOAD_FAST s CALL_METHOD STORE_FAST m LOAD_FAST m LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST m BUILD_LIST STORE_FAST ret SETUP_LOOP to 66 LOAD_FAST self LOAD_METHOD parse_char LOAD_CONST b'' CALL_METHOD STORE_FAST m LOAD_FAST m LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ret RETURN_VALUE LOAD_FAST ret LOAD_METHOD append LOAD_FAST m CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR signing LOAD_ATTR secret_key LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msgbuf LOAD_CONST -12 LOAD_CONST -6 BUILD_SLICE BINARY_SUBSCR STORE_FAST timestamp_buf LOAD_FAST msgbuf LOAD_CONST -13 BINARY_SUBSCR STORE_FAST link_id LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL int LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR mav_sign_unpacker LOAD_METHOD unpack LOAD_FAST timestamp_buf CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tlow STORE_FAST thigh LOAD_FAST tlow LOAD_FAST thigh LOAD_CONST 32 BINARY_LSHIFT BINARY_ADD STORE_FAST timestamp LOAD_FAST link_id LOAD_FAST srcSystem LOAD_FAST srcComponent BUILD_TUPLE STORE_FAST stream_key LOAD_FAST stream_key LOAD_FAST self LOAD_ATTR signing LOAD_ATTR stream_timestamps COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST timestamp LOAD_FAST self LOAD_ATTR signing LOAD_ATTR stream_timestamps LOAD_FAST stream_key BINARY_SUBSCR COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'old timestamp' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE JUMP_FORWARD to 200 LOAD_FAST timestamp LOAD_CONST 6000000 BINARY_ADD LOAD_FAST self LOAD_ATTR signing LOAD_ATTR timestamp COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'bad new stream %s %s' LOAD_FAST timestamp LOAD_CONST 3153600000000.0 BINARY_TRUE_DIVIDE LOAD_FAST self LOAD_ATTR signing LOAD_ATTR timestamp LOAD_CONST 3153600000000.0 BINARY_TRUE_DIVIDE CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST timestamp LOAD_FAST self LOAD_ATTR signing LOAD_ATTR stream_timestamps LOAD_FAST stream_key STORE_SUBSCR LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'new stream' CALL_METHOD POP_TOP LOAD_GLOBAL hashlib LOAD_METHOD new LOAD_CONST 'sha256' CALL_METHOD STORE_FAST h LOAD_FAST h LOAD_METHOD update LOAD_FAST self LOAD_ATTR signing LOAD_ATTR secret_key CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD update LOAD_FAST msgbuf LOAD_CONST None LOAD_CONST -6 BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD digest CALL_METHOD LOAD_CONST None LOAD_CONST 6 BUILD_SLICE BINARY_SUBSCR STORE_FAST sig1 LOAD_FAST msgbuf LOAD_CONST -6 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST sig2 LOAD_FAST sig1 LOAD_FAST sig2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'sig mismatch' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_GLOBAL max LOAD_FAST self LOAD_ATTR signing LOAD_ATTR timestamp LOAD_FAST timestamp CALL_FUNCTION LOAD_FAST self LOAD_ATTR signing STORE_ATTR timestamp LOAD_CONST True RETURN_VALUE LOAD_FAST msgbuf LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL PROTOCOL_MARKER_V1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 10 STORE_FAST headerlen SETUP_EXCEPT to 88 LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL bytes LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR mav20_unpacker LOAD_METHOD unpack LOAD_FAST msgbuf LOAD_CONST None LOAD_FAST headerlen BUILD_SLICE BINARY_SUBSCR CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST magic STORE_FAST mlen STORE_FAST incompat_flags STORE_FAST compat_flags STORE_FAST seq STORE_FAST srcSystem STORE_FAST srcComponent STORE_FAST msgIdlow STORE_FAST msgIdhigh POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_GLOBAL struct LOAD_ATTR error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST emsg POP_TOP SETUP_FINALLY to 122 LOAD_GLOBAL MAVError LOAD_CONST 'Unable to unpack MAVLink header: %s' LOAD_FAST emsg BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST emsg DELETE_FAST emsg END_FINALLY POP_EXCEPT JUMP_FORWARD to 136 END_FINALLY LOAD_FAST msgIdlow LOAD_FAST msgIdhigh LOAD_CONST 16 BINARY_LSHIFT BINARY_OR STORE_FAST msgId LOAD_FAST msgId STORE_FAST mapkey JUMP_FORWARD to 280 LOAD_CONST 6 STORE_FAST headerlen SETUP_EXCEPT to 226 LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL bytes LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR mav10_unpacker LOAD_METHOD unpack LOAD_FAST msgbuf LOAD_CONST None LOAD_FAST headerlen BUILD_SLICE BINARY_SUBSCR CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST magic STORE_FAST mlen STORE_FAST seq STORE_FAST srcSystem STORE_FAST srcComponent STORE_FAST msgId LOAD_CONST 0 STORE_FAST incompat_flags LOAD_CONST 0 STORE_FAST compat_flags POP_BLOCK JUMP_FORWARD to 276 DUP_TOP LOAD_GLOBAL struct LOAD_ATTR error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST emsg POP_TOP SETUP_FINALLY to 262 LOAD_GLOBAL MAVError LOAD_CONST 'Unable to unpack MAVLink header: %s' LOAD_FAST emsg BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST emsg DELETE_FAST emsg END_FINALLY POP_EXCEPT JUMP_FORWARD to 276 END_FINALLY LOAD_FAST msgId STORE_FAST mapkey LOAD_FAST incompat_flags LOAD_GLOBAL MAVLINK_IFLAG_SIGNED BINARY_AND LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVLINK_SIGNATURE_BLOCK_LEN STORE_FAST signature_len JUMP_FORWARD to 304 LOAD_CONST 0 STORE_FAST signature_len LOAD_GLOBAL ord LOAD_FAST magic CALL_FUNCTION LOAD_GLOBAL PROTOCOL_MARKER_V1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ord LOAD_FAST magic CALL_FUNCTION LOAD_GLOBAL PROTOCOL_MARKER_V2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVError LOAD_CONST "invalid MAVLink prefix '{}'" LOAD_METHOD format LOAD_GLOBAL hex LOAD_GLOBAL ord LOAD_FAST magic CALL_FUNCTION CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST mlen LOAD_GLOBAL len LOAD_FAST msgbuf CALL_FUNCTION LOAD_FAST headerlen LOAD_CONST 2 BINARY_ADD LOAD_FAST signature_len BINARY_ADD BINARY_SUBTRACT COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVError LOAD_CONST 'invalid MAVLink message length. Got %u expected %u, msgId=%u headerlen=%u' LOAD_GLOBAL len LOAD_FAST msgbuf CALL_FUNCTION LOAD_FAST headerlen LOAD_CONST 2 BINARY_ADD LOAD_FAST signature_len BINARY_ADD BINARY_SUBTRACT LOAD_FAST mlen LOAD_FAST msgId LOAD_FAST headerlen BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST mapkey LOAD_GLOBAL mavlink_map COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVLink_unknown LOAD_FAST msgId LOAD_FAST msgbuf CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL mavlink_map LOAD_FAST mapkey BINARY_SUBSCR STORE_FAST msgtype LOAD_FAST msgtype LOAD_ATTR orders STORE_FAST order_map LOAD_FAST msgtype LOAD_ATTR lengths STORE_FAST len_map LOAD_FAST msgtype LOAD_ATTR crc_extra STORE_FAST crc_extra SETUP_EXCEPT to 514 LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL int BINARY_SUBSCR LOAD_FAST self LOAD_ATTR mav_csum_unpacker LOAD_METHOD unpack LOAD_FAST msgbuf LOAD_CONST 2 LOAD_FAST signature_len BINARY_ADD UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST crc POP_BLOCK JUMP_FORWARD to 564 DUP_TOP LOAD_GLOBAL struct LOAD_ATTR error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST emsg POP_TOP SETUP_FINALLY to 550 LOAD_GLOBAL MAVError LOAD_CONST 'Unable to unpack MAVLink CRC: %s' LOAD_FAST emsg BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST emsg DELETE_FAST emsg END_FINALLY POP_EXCEPT JUMP_FORWARD to 564 END_FINALLY LOAD_FAST msgbuf LOAD_CONST 1 LOAD_CONST 2 LOAD_FAST signature_len BINARY_ADD UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR STORE_FAST crcbuf LOAD_FAST crcbuf LOAD_METHOD append LOAD_FAST crc_extra CALL_METHOD POP_TOP LOAD_GLOBAL x25crc LOAD_FAST crcbuf CALL_FUNCTION STORE_FAST crc2 LOAD_FAST crc LOAD_FAST crc2 LOAD_ATTR crc COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVLINK_IGNORE_CRC EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL MAVError LOAD_CONST 'invalid MAVLink CRC in msgID %u 0x%04x should be 0x%04x' LOAD_FAST msgId LOAD_FAST crc LOAD_FAST crc2 LOAD_ATTR crc BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_CONST False STORE_FAST sig_ok LOAD_FAST signature_len LOAD_GLOBAL MAVLINK_SIGNATURE_BLOCK_LEN COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR sig_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR sig_count LOAD_FAST self LOAD_ATTR signing LOAD_ATTR secret_key LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST accept_signature LOAD_FAST signature_len LOAD_GLOBAL MAVLINK_SIGNATURE_BLOCK_LEN COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD check_signature LOAD_FAST msgbuf LOAD_FAST srcSystem LOAD_FAST srcComponent CALL_METHOD STORE_FAST sig_ok LOAD_FAST sig_ok STORE_FAST accept_signature LOAD_FAST sig_ok EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR goodsig_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR goodsig_count JUMP_FORWARD to 754 LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR badsig_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR badsig_count LOAD_FAST accept_signature EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR signing LOAD_ATTR allow_unsigned_callback LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing LOAD_METHOD allow_unsigned_callback LOAD_FAST self LOAD_FAST msgId CALL_METHOD STORE_FAST accept_signature LOAD_FAST accept_signature EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR unsigned_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR unsigned_count JUMP_FORWARD to 828 LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR reject_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR reject_count JUMP_FORWARD to 898 LOAD_FAST self LOAD_ATTR signing LOAD_ATTR allow_unsigned_callback LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing LOAD_METHOD allow_unsigned_callback LOAD_FAST self LOAD_FAST msgId CALL_METHOD STORE_FAST accept_signature LOAD_FAST accept_signature EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR unsigned_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR unsigned_count JUMP_FORWARD to 898 LOAD_FAST self LOAD_ATTR signing DUP_TOP LOAD_ATTR reject_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR reject_count LOAD_FAST accept_signature EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL MAVError LOAD_CONST 'Invalid signature' CALL_FUNCTION RAISE_VARARGS LOAD_FAST msgtype LOAD_ATTR unpacker LOAD_ATTR size STORE_FAST csize LOAD_FAST msgbuf LOAD_FAST headerlen LOAD_CONST 2 LOAD_FAST signature_len BINARY_ADD UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR STORE_FAST mbuf LOAD_GLOBAL len LOAD_FAST mbuf CALL_FUNCTION LOAD_FAST csize COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mbuf LOAD_METHOD extend LOAD_CONST 0 BUILD_LIST LOAD_FAST csize LOAD_GLOBAL len LOAD_FAST mbuf CALL_FUNCTION BINARY_SUBTRACT BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST mbuf CALL_FUNCTION LOAD_FAST csize COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL MAVError LOAD_CONST 'Bad message of type %s length %u needs %s' LOAD_FAST msgtype LOAD_GLOBAL len LOAD_FAST mbuf CALL_FUNCTION LOAD_FAST csize BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST mbuf LOAD_CONST None LOAD_FAST csize BUILD_SLICE BINARY_SUBSCR STORE_FAST mbuf SETUP_EXCEPT to 1066 LOAD_GLOBAL cast LOAD_GLOBAL Tuple LOAD_GLOBAL Union LOAD_GLOBAL bytes LOAD_GLOBAL int LOAD_GLOBAL float BUILD_TUPLE BINARY_SUBSCR LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_FAST msgtype LOAD_ATTR unpacker LOAD_METHOD unpack LOAD_FAST mbuf CALL_METHOD CALL_FUNCTION STORE_FAST t POP_BLOCK JUMP_FORWARD to 1126 DUP_TOP LOAD_GLOBAL struct LOAD_ATTR error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST emsg POP_TOP SETUP_FINALLY to 1112 LOAD_GLOBAL MAVError LOAD_CONST 'Unable to unpack MAVLink payload type=%s payloadLength=%u: %s' LOAD_FAST msgtype LOAD_GLOBAL len LOAD_FAST mbuf CALL_FUNCTION LOAD_FAST emsg BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST emsg DELETE_FAST emsg END_FINALLY POP_EXCEPT JUMP_FORWARD to 1126 END_FINALLY LOAD_GLOBAL list LOAD_FAST t CALL_FUNCTION STORE_FAST tlist LOAD_GLOBAL sum LOAD_FAST len_map CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST len_map CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 1348 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST tlist CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 1192 STORE_FAST i LOAD_FAST t LOAD_FAST order_map LOAD_FAST i BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST tlist LOAD_FAST i STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 1348 BUILD_LIST STORE_FAST tlist SETUP_LOOP to 1348 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST order_map CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 1346 STORE_FAST i LOAD_FAST order_map LOAD_FAST i BINARY_SUBSCR STORE_FAST order LOAD_FAST len_map LOAD_FAST order BINARY_SUBSCR STORE_FAST L LOAD_GLOBAL sum LOAD_FAST len_map LOAD_CONST None LOAD_FAST order BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION STORE_FAST tip LOAD_FAST t LOAD_FAST tip BINARY_SUBSCR STORE_FAST field LOAD_FAST L LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST field LOAD_GLOBAL bytes CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tlist LOAD_METHOD append LOAD_FAST field CALL_METHOD POP_TOP JUMP_FORWARD to 1342 LOAD_FAST tlist LOAD_METHOD append LOAD_GLOBAL cast LOAD_GLOBAL Union LOAD_GLOBAL Sequence LOAD_GLOBAL int BINARY_SUBSCR LOAD_GLOBAL Sequence LOAD_GLOBAL float BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL list LOAD_FAST t LOAD_FAST tip LOAD_FAST tip LOAD_FAST L BINARY_ADD BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 1398 LOAD_GLOBAL enumerate LOAD_FAST tlist CALL_FUNCTION GET_ITER FOR_ITER to 1396 UNPACK_SEQUENCE STORE_FAST i STORE_FAST elem LOAD_GLOBAL isinstance LOAD_FAST elem LOAD_GLOBAL bytes CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST elem LOAD_METHOD rstrip LOAD_CONST b'\x00' CALL_METHOD LOAD_FAST tlist LOAD_FAST i STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 1412 LOAD_FAST msgtype LOAD_FAST tlist CALL_FUNCTION STORE_FAST m POP_BLOCK JUMP_FORWARD to 1464 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST emsg POP_TOP SETUP_FINALLY to 1450 LOAD_GLOBAL MAVError LOAD_CONST 'Unable to instantiate MAVLink message of type %s : %s' LOAD_FAST msgtype LOAD_FAST emsg BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST emsg DELETE_FAST emsg END_FINALLY POP_EXCEPT JUMP_FORWARD to 1464 END_FINALLY LOAD_FAST sig_ok LOAD_FAST m STORE_ATTR _signed LOAD_FAST m LOAD_ATTR _signed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST msgbuf LOAD_CONST -13 BINARY_SUBSCR LOAD_FAST m STORE_ATTR _link_id LOAD_FAST msgbuf LOAD_FAST m STORE_ATTR _msgbuf LOAD_FAST msgbuf LOAD_CONST 6 LOAD_CONST 2 LOAD_FAST signature_len BINARY_ADD UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR LOAD_FAST m STORE_ATTR _payload LOAD_FAST crc LOAD_FAST m STORE_ATTR _crc LOAD_GLOBAL MAVLink_header LOAD_FAST msgId LOAD_FAST incompat_flags LOAD_FAST compat_flags LOAD_FAST mlen LOAD_FAST seq LOAD_FAST srcSystem LOAD_FAST srcComponent CALL_FUNCTION LOAD_FAST m STORE_ATTR _header LOAD_FAST m RETURN_VALUE
""" MAVLink protocol implementation (auto-generated by mavgen.py) Generated from: ('csAirLink.xml',) Note: this file has been auto-generated. DO NOT EDIT """ import hashlib import json import logging import os import struct import sys import time from builtins import object, range from typing import ( Any, Callable, Dict, Iterable, List, Mapping, Optional, Sequence, Tuple, Type, Union, cast, ) WIRE_PROTOCOL_VERSION = "1.0" DIALECT = "csAirLink" PROTOCOL_MARKER_V1 = 0xFE PROTOCOL_MARKER_V2 = 0xFD HEADER_LEN_V1 = 6 HEADER_LEN_V2 = 10 MAVLINK_SIGNATURE_BLOCK_LEN = 13 MAVLINK_IFLAG_SIGNED = 0x01 if sys.version_info[0] == 2: logging.basicConfig() logger = logging.getLogger(__name__) MAVLINK_IGNORE_CRC = os.environ.get("MAV_IGNORE_CRC", 0) MAVLINK_TYPE_CHAR = 0 MAVLINK_TYPE_UINT8_T = 1 MAVLINK_TYPE_INT8_T = 2 MAVLINK_TYPE_UINT16_T = 3 MAVLINK_TYPE_INT16_T = 4 MAVLINK_TYPE_UINT32_T = 5 MAVLINK_TYPE_INT32_T = 6 MAVLINK_TYPE_UINT64_T = 7 MAVLINK_TYPE_INT64_T = 8 MAVLINK_TYPE_FLOAT = 9 MAVLINK_TYPE_DOUBLE = 10 class x25crc(object): """CRC-16/MCRF4XX - based on checksum.h from mavlink library""" def __init__(self, buf: Optional[Sequence[int]] = None) -> None: self.crc = 0xFFFF if buf is not None: self.accumulate(buf) def accumulate(self, buf: Sequence[int]) -> None: """add in some more bytes (it also accepts python2 strings)""" if sys.version_info[0] == 2 and type(buf) is str: buf = bytearray(buf) accum = self.crc for b in buf: tmp = b ^ (accum & 0xFF) tmp = (tmp ^ (tmp << 4)) & 0xFF accum = (accum >> 8) ^ (tmp << 8) ^ (tmp << 3) ^ (tmp >> 4) self.crc = accum class MAVLink_header(object): """MAVLink message header""" def __init__( self, msgId: int, incompat_flags: int = 0, compat_flags: int = 0, mlen: int = 0, seq: int = 0, srcSystem: int = 0, srcComponent: int = 0, ) -> None: self.mlen = mlen self.seq = seq self.srcSystem = srcSystem self.srcComponent = srcComponent self.msgId = msgId self.incompat_flags = incompat_flags self.compat_flags = compat_flags def pack(self, force_mavlink1: bool = False) -> bytes: if float(WIRE_PROTOCOL_VERSION) == 2.0 and not force_mavlink1: return struct.pack( "<BBBBBBBHB", 254, self.mlen, self.incompat_flags, self.compat_flags, self.seq, self.srcSystem, self.srcComponent, self.msgId & 0xFFFF, self.msgId >> 16, ) return struct.pack( "<BBBBBB", PROTOCOL_MARKER_V1, self.mlen, self.seq, self.srcSystem, self.srcComponent, self.msgId, ) class MAVLink_message(object): """base MAVLink message class""" id = 0 msgname = "" fieldnames: List[str] = [] ordered_fieldnames: List[str] = [] fieldtypes: List[str] = [] fielddisplays_by_name: Dict[str, str] = {} fieldenums_by_name: Dict[str, str] = {} fieldunits_by_name: Dict[str, str] = {} native_format = bytearray(b"") orders: List[int] = [] lengths: List[int] = [] array_lengths: List[int] = [] crc_extra = 0 unpacker = struct.Struct("") instance_field: Optional[str] = None instance_offset = -1 def __init__(self, msgId: int, name: str) -> None: self._header = MAVLink_header(msgId) self._payload: Optional[bytes] = None self._msgbuf = bytearray(b"") self._crc: Optional[int] = None self._fieldnames: List[str] = [] self._type = name self._signed = False self._link_id: Optional[int] = None self._instances: Optional[Dict[str, str]] = None self._instance_field: Optional[str] = None def format_attr(self, field: str) -> Union[str, float, int]: """override field getter""" raw_attr = cast(Union[bytes, float, int], getattr(self, field)) if isinstance(raw_attr, bytes): if sys.version_info[0] == 2: return raw_attr.rstrip(b"\x00") return raw_attr.decode(errors="backslashreplace").rstrip("\x00") return raw_attr def get_msgbuf(self) -> bytearray: return self._msgbuf def get_header(self) -> MAVLink_header: return self._header def get_payload(self) -> Optional[bytes]: return self._payload def get_crc(self) -> Optional[int]: return self._crc def get_fieldnames(self) -> List[str]: return self._fieldnames def get_type(self) -> str: return self._type def get_msgId(self) -> int: return self._header.msgId def get_srcSystem(self) -> int: return self._header.srcSystem def get_srcComponent(self) -> int: return self._header.srcComponent def get_seq(self) -> int: return self._header.seq def get_signed(self) -> bool: return self._signed def get_link_id(self) -> Optional[int]: return self._link_id def __str__(self) -> str: ret = "%s {" % self._type for a in self._fieldnames: v = self.format_attr(a) ret += "%s : %s, " % (a, v) ret = ret[0:-2] + "}" return ret def __ne__(self, other: object) -> bool: return not self.__eq__(other) def __eq__(self, other: object) -> bool: if other is None: return False if not isinstance(other, MAVLink_message): return False if self.get_type() != other.get_type(): return False if self.get_crc() != other.get_crc(): return False if self.get_seq() != other.get_seq(): return False if self.get_srcSystem() != other.get_srcSystem(): return False if self.get_srcComponent() != other.get_srcComponent(): return False for a in self._fieldnames: if self.format_attr(a) != other.format_attr(a): return False return True def to_dict(self) -> Dict[str, Union[str, float, int]]: d: Dict[str, Union[str, float, int]] = {} d["mavpackettype"] = self._type for a in self._fieldnames: d[a] = self.format_attr(a) return d def to_json(self) -> str: return json.dumps(self.to_dict()) def sign_packet(self, mav: "MAVLink") -> None: assert mav.signing.secret_key is not None h = hashlib.new("sha256") self._msgbuf += struct.pack("<BQ", mav.signing.link_id, mav.signing.timestamp)[ :7 ] h.update(mav.signing.secret_key) h.update(self._msgbuf) sig = h.digest()[:6] self._msgbuf += sig mav.signing.timestamp += 1 def _pack( self, mav: "MAVLink", crc_extra: int, payload: bytes, force_mavlink1: bool = False, ) -> bytes: plen = len(payload) if float(WIRE_PROTOCOL_VERSION) == 2.0 and not force_mavlink1: if sys.version_info[0] == 2: nullbyte = chr(0) else: nullbyte = 0 while plen > 1 and payload[plen - 1] == nullbyte: plen -= 1 self._payload = payload[:plen] incompat_flags = 0 if mav.signing.sign_outgoing: incompat_flags |= MAVLINK_IFLAG_SIGNED self._header = MAVLink_header( self._header.msgId, incompat_flags=incompat_flags, compat_flags=0, mlen=len(self._payload), seq=mav.seq, srcSystem=mav.srcSystem, srcComponent=mav.srcComponent, ) self._msgbuf = bytearray(self._header.pack(force_mavlink1=force_mavlink1)) self._msgbuf += self._payload crc = x25crc(self._msgbuf[1:]) if True: crc.accumulate(struct.pack("B", crc_extra)) self._crc = crc.crc self._msgbuf += struct.pack("<H", self._crc) if mav.signing.sign_outgoing and not force_mavlink1: self.sign_packet(mav) return bytes(self._msgbuf) def pack(self, mav: "MAVLink", force_mavlink1: bool = False) -> bytes: raise NotImplementedError("MAVLink_message cannot be serialized directly") def __getitem__(self, key: str) -> str: """support indexing, allowing for multi-instance sensors in one message""" if self._instances is None: raise IndexError() if key not in self._instances: raise IndexError() return self._instances[key] class mavlink_msg_deprecated_name_property(object): """ This handles the class variable name change from name to msgname for subclasses of MAVLink_message during a transition period. This is used by setting the class variable to `mavlink_msg_deprecated_name_property()`. """ def __get__( self, instance: Optional[MAVLink_message], owner: Type[MAVLink_message] ) -> str: if instance is not None: logger.error( "Using .name on a MAVLink_message is not supported, use .get_type() instead." ) raise AttributeError( "Class {} has no attribute 'name'".format(owner.__name__) ) logger.warning( """Using .name on a MAVLink_message class is deprecated, consider using .msgname instead. Note that if compatibility with pymavlink 2.4.30 and earlier is desired, use something like this: msg_name = msg.msgname if hasattr(msg, "msgname") else msg.name""" ) return owner.msgname class EnumEntry(object): def __init__(self, name: str, description: str) -> None: self.name = name self.description = description self.param: Dict[int, str] = {} self.has_location = False enums: Dict[str, Dict[int, EnumEntry]] = {} enums["AIRLINK_AUTH_RESPONSE_TYPE"] = {} AIRLINK_ERROR_LOGIN_OR_PASS = 0 enums["AIRLINK_AUTH_RESPONSE_TYPE"][0] = EnumEntry( "AIRLINK_ERROR_LOGIN_OR_PASS", """Login or password error""" ) AIRLINK_AUTH_OK = 1 enums["AIRLINK_AUTH_RESPONSE_TYPE"][1] = EnumEntry( "AIRLINK_AUTH_OK", """Auth successful""" ) AIRLINK_AUTH_RESPONSE_TYPE_ENUM_END = 2 enums["AIRLINK_AUTH_RESPONSE_TYPE"][2] = EnumEntry( "AIRLINK_AUTH_RESPONSE_TYPE_ENUM_END", """""" ) MAVLINK_MSG_ID_BAD_DATA = -1 MAVLINK_MSG_ID_UNKNOWN = -2 mavlink_map: Dict[int, Type[MAVLink_message]] = {} class MAVError(Exception): """MAVLink error class""" def __init__(self, msg: str) -> None: Exception.__init__(self, msg) self.message = msg class MAVLink_bad_data(MAVLink_message): """ a piece of bad data in a mavlink stream """ def __init__(self, data: bytes, reason: str) -> None: MAVLink_message.__init__(self, MAVLINK_MSG_ID_BAD_DATA, "BAD_DATA") self._fieldnames = ["data", "reason"] self.data = data self.reason = reason self._msgbuf = bytearray(data) self._instance_field = None def __str__(self) -> str: """Override the __str__ function from MAVLink_messages because non-printable characters are common in to be the reason for this message to exist.""" if sys.version_info[0] == 2: hexstr = ["{:x}".format(ord(i)) for i in self.data] else: hexstr = ["{:x}".format(i) for i in self.data] return "%s {%s, data:%s}" % (self._type, self.reason, hexstr) class MAVLink_unknown(MAVLink_message): """ a message that we don't have in the XML used when built """ def __init__(self, msgid: int, data: bytes) -> None: MAVLink_message.__init__(self, MAVLINK_MSG_ID_UNKNOWN, "UNKNOWN_%u" % msgid) self._fieldnames = ["data"] self.data = data self._msgbuf = bytearray(data) self._instance_field = None def __str__(self) -> str: """Override the __str__ function from MAVLink_messages because non-printable characters are common.""" if sys.version_info[0] == 2: hexstr = ["{:x}".format(ord(i)) for i in self.data] else: hexstr = ["{:x}".format(i) for i in self.data] return "%s {data:%s}" % (self._type, hexstr) class MAVLinkSigning(object): """MAVLink signing state class""" def __init__(self) -> None: self.secret_key: Optional[bytes] = None self.timestamp = 0 self.link_id = 0 self.sign_outgoing = False self.allow_unsigned_callback: Optional[Callable[["MAVLink", int], bool]] = None self.stream_timestamps: Dict[Tuple[int, int, int], int] = {} self.sig_count = 0 self.badsig_count = 0 self.goodsig_count = 0 self.unsigned_count = 0 self.reject_count = 0 class MAVLink(object): """MAVLink protocol handling class""" def __init__( self, file: Any, srcSystem: int = 0, srcComponent: int = 0, use_native: bool = False, ) -> None: self.seq = 0 self.file = file self.srcSystem = srcSystem self.srcComponent = srcComponent self.callback: Optional[Callable[..., None]] = None self.callback_args: Optional[Iterable[Any]] = None self.callback_kwargs: Optional[Mapping[str, Any]] = None self.send_callback: Optional[Callable[..., None]] = None self.send_callback_args: Optional[Iterable[Any]] = None self.send_callback_kwargs: Optional[Mapping[str, Any]] = None self.buf = bytearray() self.buf_index = 0 self.expected_length = HEADER_LEN_V1 + 2 self.have_prefix_error = False self.robust_parsing = False self.protocol_marker = 254 self.little_endian = True self.crc_extra = True self.sort_fields = True self.total_packets_sent = 0 self.total_bytes_sent = 0 self.total_packets_received = 0 self.total_bytes_received = 0 self.total_receive_errors = 0 self.startup_time = time.time() self.signing = MAVLinkSigning() self.mav20_unpacker = struct.Struct("<cBBBBBBHB") self.mav10_unpacker = struct.Struct("<cBBBBB") self.mav20_h3_unpacker = struct.Struct("BBB") self.mav_csum_unpacker = struct.Struct("<H") self.mav_sign_unpacker = struct.Struct("<IH") def set_callback( self, callback: Callable[..., None], *args: Any, **kwargs: Any ) -> None: self.callback = callback self.callback_args = args self.callback_kwargs = kwargs def set_send_callback( self, callback: Callable[..., None], *args: Any, **kwargs: Any ) -> None: self.send_callback = callback self.send_callback_args = args self.send_callback_kwargs = kwargs def send(self, mavmsg: MAVLink_message, force_mavlink1: bool = False) -> None: """send a MAVLink message""" buf = mavmsg.pack(self, force_mavlink1=force_mavlink1) self.file.write(buf) self.seq = (self.seq + 1) % 256 self.total_packets_sent += 1 self.total_bytes_sent += len(buf) if ( self.send_callback is not None and self.send_callback_args is not None and self.send_callback_kwargs is not None ): self.send_callback( mavmsg, *self.send_callback_args, **self.send_callback_kwargs ) def buf_len(self) -> int: return len(self.buf) - self.buf_index def bytes_needed(self) -> int: """return number of bytes needed for next parsing stage""" ret = self.expected_length - self.buf_len() if ret <= 0: return 1 return ret def __callbacks(self, msg: MAVLink_message) -> None: """this method exists only to make profiling results easier to read""" if ( self.callback is not None and self.callback_args is not None and self.callback_kwargs is not None ): self.callback(msg, *self.callback_args, **self.callback_kwargs) def parse_char(self, c: Sequence[int]) -> Optional[MAVLink_message]: """input some data bytes, possibly returning a new message""" self.buf.extend(c) self.total_bytes_received += len(c) m = self.__parse_char_legacy() if m is not None: self.total_packets_received += 1 self.__callbacks(m) else: if self.buf_len() == 0 and self.buf_index != 0: self.buf = bytearray() self.buf_index = 0 return m def __parse_char_legacy(self) -> Optional[MAVLink_message]: """input some data bytes, possibly returning a new message""" header_len = HEADER_LEN_V1 if self.buf_len() >= 1 and self.buf[self.buf_index] == PROTOCOL_MARKER_V2: header_len = HEADER_LEN_V2 m: Optional[MAVLink_message] = None if ( self.buf_len() >= 1 and self.buf[self.buf_index] != PROTOCOL_MARKER_V1 and self.buf[self.buf_index] != PROTOCOL_MARKER_V2 ): magic = self.buf[self.buf_index] self.buf_index += 1 if self.robust_parsing: m = MAVLink_bad_data(bytearray([magic]), "Bad prefix") self.expected_length = header_len + 2 self.total_receive_errors += 1 return m if self.have_prefix_error: return None self.have_prefix_error = True self.total_receive_errors += 1 raise MAVError("invalid MAVLink prefix '%s'" % magic) self.have_prefix_error = False if self.buf_len() >= 3: sbuf = self.buf[self.buf_index : 3 + self.buf_index] (magic, self.expected_length, incompat_flags) = cast( Tuple[int, int, int], self.mav20_h3_unpacker.unpack(sbuf), ) if magic == PROTOCOL_MARKER_V2 and (incompat_flags & MAVLINK_IFLAG_SIGNED): self.expected_length += MAVLINK_SIGNATURE_BLOCK_LEN self.expected_length += header_len + 2 if ( self.expected_length >= (header_len + 2) and self.buf_len() >= self.expected_length ): mbuf = self.buf[self.buf_index : self.buf_index + self.expected_length] self.buf_index += self.expected_length self.expected_length = header_len + 2 if self.robust_parsing: try: if ( magic == PROTOCOL_MARKER_V2 and (incompat_flags & ~MAVLINK_IFLAG_SIGNED) != 0 ): raise MAVError( "invalid incompat_flags 0x%x 0x%x %u" % (incompat_flags, magic, self.expected_length) ) m = self.decode(mbuf) except MAVError as reason: m = MAVLink_bad_data(mbuf, reason.message) self.total_receive_errors += 1 else: if ( magic == PROTOCOL_MARKER_V2 and (incompat_flags & ~MAVLINK_IFLAG_SIGNED) != 0 ): raise MAVError( "invalid incompat_flags 0x%x 0x%x %u" % (incompat_flags, magic, self.expected_length) ) m = self.decode(mbuf) return m return None def parse_buffer(self, s: Sequence[int]) -> Optional[List[MAVLink_message]]: """input some data bytes, possibly returning a list of new messages""" m = self.parse_char(s) if m is None: return None ret = [m] while True: m = self.parse_char(b"") if m is None: return ret ret.append(m) def check_signature( self, msgbuf: bytearray, srcSystem: int, srcComponent: int ) -> bool: """check signature on incoming message""" assert self.signing.secret_key is not None timestamp_buf = msgbuf[-12:-6] link_id = msgbuf[-13] (tlow, thigh) = cast( Tuple[int, int], self.mav_sign_unpacker.unpack(timestamp_buf), ) timestamp = tlow + (thigh << 32) stream_key = (link_id, srcSystem, srcComponent) if stream_key in self.signing.stream_timestamps: if timestamp <= self.signing.stream_timestamps[stream_key]: logger.info("old timestamp") return False else: if timestamp + 6000 * 1000 < self.signing.timestamp: logger.info( "bad new stream %s %s", timestamp / (100.0 * 1000 * 60 * 60 * 24 * 365), self.signing.timestamp / (100.0 * 1000 * 60 * 60 * 24 * 365), ) return False self.signing.stream_timestamps[stream_key] = timestamp logger.info("new stream") h = hashlib.new("sha256") h.update(self.signing.secret_key) h.update(msgbuf[:-6]) sig1 = h.digest()[:6] sig2 = msgbuf[-6:] if sig1 != sig2: logger.info("sig mismatch") return False self.signing.timestamp = max(self.signing.timestamp, timestamp) return True def decode(self, msgbuf: bytearray) -> MAVLink_message: """decode a buffer as a MAVLink message""" if msgbuf[0] != PROTOCOL_MARKER_V1: headerlen = 10 try: ( magic, mlen, incompat_flags, compat_flags, seq, srcSystem, srcComponent, msgIdlow, msgIdhigh, ) = cast( Tuple[bytes, int, int, int, int, int, int, int, int], self.mav20_unpacker.unpack(msgbuf[:headerlen]), ) except struct.error as emsg: raise MAVError("Unable to unpack MAVLink header: %s" % emsg) msgId = msgIdlow | (msgIdhigh << 16) mapkey = msgId else: headerlen = 6 try: magic, mlen, seq, srcSystem, srcComponent, msgId = cast( Tuple[bytes, int, int, int, int, int], self.mav10_unpacker.unpack(msgbuf[:headerlen]), ) incompat_flags = 0 compat_flags = 0 except struct.error as emsg: raise MAVError("Unable to unpack MAVLink header: %s" % emsg) mapkey = msgId if (incompat_flags & MAVLINK_IFLAG_SIGNED) != 0: signature_len = MAVLINK_SIGNATURE_BLOCK_LEN else: signature_len = 0 if ord(magic) != PROTOCOL_MARKER_V1 and ord(magic) != PROTOCOL_MARKER_V2: raise MAVError("invalid MAVLink prefix '{}'".format(hex(ord(magic)))) if mlen != len(msgbuf) - (headerlen + 2 + signature_len): raise MAVError( "invalid MAVLink message length. Got %u expected %u, msgId=%u headerlen=%u" % ( len(msgbuf) - (headerlen + 2 + signature_len), mlen, msgId, headerlen, ) ) if mapkey not in mavlink_map: return MAVLink_unknown(msgId, msgbuf) msgtype = mavlink_map[mapkey] order_map = msgtype.orders len_map = msgtype.lengths crc_extra = msgtype.crc_extra try: (crc,) = cast( Tuple[int], self.mav_csum_unpacker.unpack(msgbuf[-(2 + signature_len) :][:2]), ) except struct.error as emsg: raise MAVError("Unable to unpack MAVLink CRC: %s" % emsg) crcbuf = msgbuf[1 : -(2 + signature_len)] if True: crcbuf.append(crc_extra) crc2 = x25crc(crcbuf) if crc != crc2.crc and not MAVLINK_IGNORE_CRC: raise MAVError( "invalid MAVLink CRC in msgID %u 0x%04x should be 0x%04x" % (msgId, crc, crc2.crc) ) sig_ok = False if signature_len == MAVLINK_SIGNATURE_BLOCK_LEN: self.signing.sig_count += 1 if self.signing.secret_key is not None: accept_signature = False if signature_len == MAVLINK_SIGNATURE_BLOCK_LEN: sig_ok = self.check_signature(msgbuf, srcSystem, srcComponent) accept_signature = sig_ok if sig_ok: self.signing.goodsig_count += 1 else: self.signing.badsig_count += 1 if ( not accept_signature and self.signing.allow_unsigned_callback is not None ): accept_signature = self.signing.allow_unsigned_callback(self, msgId) if accept_signature: self.signing.unsigned_count += 1 else: self.signing.reject_count += 1 elif self.signing.allow_unsigned_callback is not None: accept_signature = self.signing.allow_unsigned_callback(self, msgId) if accept_signature: self.signing.unsigned_count += 1 else: self.signing.reject_count += 1 if not accept_signature: raise MAVError("Invalid signature") csize = msgtype.unpacker.size mbuf = msgbuf[headerlen : -(2 + signature_len)] if len(mbuf) < csize: mbuf.extend([0] * (csize - len(mbuf))) if len(mbuf) < csize: raise MAVError( "Bad message of type %s length %u needs %s" % (msgtype, len(mbuf), csize) ) mbuf = mbuf[:csize] try: t = cast( Tuple[Union[bytes, int, float], ...], msgtype.unpacker.unpack(mbuf), ) except struct.error as emsg: raise MAVError( "Unable to unpack MAVLink payload type=%s payloadLength=%u: %s" % (msgtype, len(mbuf), emsg) ) tlist: List[Union[bytes, float, int, Sequence[float], Sequence[int]]] = list(t) if True: if sum(len_map) == len(len_map): for i in range(0, len(tlist)): tlist[i] = t[order_map[i]] else: tlist = [] for i in range(0, len(order_map)): order = order_map[i] L = len_map[order] tip = sum(len_map[:order]) field = t[tip] if L == 1 or isinstance(field, bytes): tlist.append(field) else: tlist.append( cast( Union[Sequence[int], Sequence[float]], list(t[tip : (tip + L)]), ) ) for i, elem in enumerate(tlist): if isinstance(elem, bytes): tlist[i] = elem.rstrip(b"\x00") try: m = msgtype(*tlist) # type: ignore except Exception as emsg: raise MAVError( "Unable to instantiate MAVLink message of type %s : %s" % (msgtype, emsg) ) m._signed = sig_ok if m._signed: m._link_id = msgbuf[-13] m._msgbuf = msgbuf m._payload = msgbuf[6 : -(2 + signature_len)] m._crc = crc m._header = MAVLink_header( msgId, incompat_flags, compat_flags, mlen, seq, srcSystem, srcComponent ) return m
data/pymavlink-2.4.41/dialects/v10/csAirLink.py
16,575
9,035
399,914
LOAD_CONST '\nClasses for working with Windows Update Agent\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.args STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.data STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.winapi STORE_NAME salt LOAD_CONST 0 LOAD_CONST ('CommandExecutionError',) IMPORT_NAME salt.exceptions IMPORT_FROM CommandExecutionError STORE_NAME CommandExecutionError POP_TOP SETUP_EXCEPT to 82 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pywintypes STORE_NAME pywintypes LOAD_CONST 0 LOAD_CONST None IMPORT_NAME win32com.client STORE_NAME win32com LOAD_CONST True STORE_NAME HAS_PYWIN32 POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_PYWIN32 POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_CONST 'Never Requires Reboot' LOAD_CONST 'Always Requires Reboot' LOAD_CONST 'Can Require Reboot' LOAD_CONST (0, 1, 2) BUILD_CONST_KEY_MAP STORE_NAME REBOOT_BEHAVIOR LOAD_CONST 'win_update' STORE_NAME __virtualname__ LOAD_CONST <code object __virtual__ at 0x7faac02be540, file "f.py", line 32> LOAD_CONST '__virtual__' MAKE_FUNCTION STORE_NAME __virtual__ LOAD_BUILD_CLASS LOAD_CONST <code object Updates at 0x7fab4106c930, file "f.py", line 40> LOAD_CONST 'Updates' MAKE_FUNCTION LOAD_CONST 'Updates' CALL_FUNCTION STORE_NAME Updates LOAD_BUILD_CLASS LOAD_CONST <code object WindowsUpdateAgent at 0x7fab001360c0, file "f.py", line 241> LOAD_CONST 'WindowsUpdateAgent' MAKE_FUNCTION LOAD_CONST 'WindowsUpdateAgent' CALL_FUNCTION STORE_NAME WindowsUpdateAgent LOAD_CONST <code object needs_reboot at 0x7fab00136a50, file "f.py", line 1004> LOAD_CONST 'needs_reboot' MAKE_FUNCTION STORE_NAME needs_reboot LOAD_CONST None RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR platform LOAD_METHOD is_windows CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST (False, 'win_update: Only available on Windows') RETURN_VALUE LOAD_GLOBAL HAS_PYWIN32 POP_JUMP_IF_TRUE LOAD_CONST (False, 'win_update: Missing pywin32') RETURN_VALUE LOAD_GLOBAL __virtualname__ RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Updates' STORE_NAME __qualname__ LOAD_CONST "\n Wrapper around the 'Microsoft.Update.UpdateColl' instance\n Adds the list and summary functions. For use by the WindowUpdateAgent class.\n\n Code Example:\n\n .. code-block:: python\n\n updates = Updates()\n\n found = updates.updates\n\n found.Count\n found.Add\n\n updates.count()\n\n updates.list()\n\n updates.summary()\n " STORE_NAME __doc__ LOAD_CONST 'Software' LOAD_CONST 'Driver' LOAD_CONST (1, 2) BUILD_CONST_KEY_MAP STORE_NAME update_types LOAD_CONST <code object __init__ at 0x7faac02be1e0, file "f.py", line 65> LOAD_CONST 'Updates.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object count at 0x7faac02be6f0, file "f.py", line 73> LOAD_CONST 'Updates.count' MAKE_FUNCTION STORE_NAME count LOAD_CONST <code object list at 0x7fab4106cf60, file "f.py", line 90> LOAD_CONST 'Updates.list' MAKE_FUNCTION STORE_NAME list LOAD_CONST <code object summary at 0x7fab4106c540, file "f.py", line 170> LOAD_CONST 'Updates.summary' MAKE_FUNCTION STORE_NAME summary LOAD_CONST None RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD SETUP_WITH to 32 POP_TOP LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.UpdateColl' CALL_METHOD LOAD_FAST self STORE_ATTR updates POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR updates LOAD_ATTR Count RETURN_VALUE LOAD_FAST self LOAD_METHOD count CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'Nothing to return' RETURN_VALUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Building a detailed report of the results.' CALL_METHOD POP_TOP BUILD_MAP STORE_FAST results SETUP_LOOP to 276 LOAD_FAST self LOAD_ATTR updates GET_ITER FOR_ITER to 274 STORE_FAST update SETUP_EXCEPT to 60 LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR InstallationBehavior LOAD_ATTR CanRequestUserInput CALL_FUNCTION STORE_FAST user_input POP_BLOCK JUMP_FORWARD to 94 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST user_input POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY SETUP_EXCEPT to 108 LOAD_FAST update LOAD_ATTR InstallationBehavior LOAD_ATTR RebootBehavior STORE_FAST requires_reboot POP_BLOCK JUMP_FORWARD to 142 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST 2 STORE_FAST requires_reboot POP_EXCEPT JUMP_FORWARD to 142 END_FINALLY LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID LOAD_GLOBAL str LOAD_FAST update LOAD_ATTR Title CALL_FUNCTION LOAD_FAST self LOAD_ATTR update_types LOAD_FAST update LOAD_ATTR Type BINARY_SUBSCR LOAD_FAST update LOAD_ATTR Description LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsDownloaded CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsInstalled CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsMandatory CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR EulaAccepted CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR RebootRequired CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST update LOAD_ATTR MsrcSeverity CALL_FUNCTION LOAD_FAST user_input LOAD_GLOBAL REBOOT_BEHAVIOR LOAD_FAST requires_reboot BINARY_SUBSCR LOAD_CONST <code object <listcomp> at 0x7faad43f1300, file "f.py", line 163> LOAD_CONST 'Updates.list.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST update LOAD_ATTR KBArticleIDs GET_ITER CALL_FUNCTION LOAD_CONST <code object <listcomp> at 0x7faad43f14b0, file "f.py", line 164> LOAD_CONST 'Updates.list.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST update LOAD_ATTR Categories GET_ITER CALL_FUNCTION LOAD_FAST update LOAD_ATTR SupportUrl LOAD_CONST ('guid', 'Title', 'Type', 'Description', 'Downloaded', 'Installed', 'Mandatory', 'EULAAccepted', 'NeedsReboot', 'Severity', 'UserInput', 'RebootBehavior', 'KBs', 'Categories', 'SupportUrl') BUILD_CONST_KEY_MAP LOAD_FAST results LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST results RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST item LOAD_CONST 'KB' LOAD_FAST item BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR Name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD count CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'Nothing to return' RETURN_VALUE LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_MAP BUILD_MAP LOAD_CONST ('Total', 'Available', 'Downloaded', 'Installed', 'Categories', 'Severity') BUILD_CONST_KEY_MAP STORE_FAST results EXTENDED_ARG SETUP_LOOP to 326 LOAD_FAST self LOAD_ATTR updates GET_ITER EXTENDED_ARG FOR_ITER to 324 STORE_FAST update LOAD_FAST results LOAD_CONST 'Total' DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsDownloaded CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST results LOAD_CONST 'Available' DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsDownloaded CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST results LOAD_CONST 'Downloaded' DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST results LOAD_CONST 'Installed' DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR SETUP_LOOP to 262 LOAD_FAST update LOAD_ATTR Categories GET_ITER FOR_ITER to 260 STORE_FAST category LOAD_FAST category LOAD_ATTR Name LOAD_FAST results LOAD_CONST 'Categories' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST results LOAD_CONST 'Categories' BINARY_SUBSCR LOAD_FAST category LOAD_ATTR Name DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE LOAD_CONST 1 LOAD_FAST results LOAD_CONST 'Categories' BINARY_SUBSCR LOAD_FAST category LOAD_ATTR Name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST update LOAD_ATTR MsrcSeverity POP_JUMP_IF_FALSE LOAD_FAST update LOAD_ATTR MsrcSeverity LOAD_FAST results LOAD_CONST 'Severity' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST results LOAD_CONST 'Severity' BINARY_SUBSCR LOAD_FAST update LOAD_ATTR MsrcSeverity DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE LOAD_CONST 1 LOAD_FAST results LOAD_CONST 'Severity' BINARY_SUBSCR LOAD_FAST update LOAD_ATTR MsrcSeverity STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST results RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WindowsUpdateAgent' STORE_NAME __qualname__ LOAD_CONST '\n Class for working with the Windows update agent\n ' STORE_NAME __doc__ LOAD_CONST 'WinHTTP Send/Receive failed: 0x8024402C' LOAD_CONST 'Download failed: 0x80240034' LOAD_CONST 'Invalid search criteria: 0x80240032' LOAD_CONST 'Cancelled by policy: 0x8024002F' LOAD_CONST 'Missing source: 0x8024002D' LOAD_CONST 'Missing source: 0x8024002C' LOAD_CONST 'Uninstall not allowed: 0x80240028' LOAD_CONST 'Prevented by policy: 0x80240025' LOAD_CONST 'No Updates: 0x80240024' LOAD_CONST 'Service being shutdown: 0x8024001E' LOAD_CONST 'Self Update in Progress: 0x8024001B' LOAD_CONST 'Exclusive Install Conflict: 0x80240019' LOAD_CONST 'Install not allowed: 0x80240016' LOAD_CONST 'Duplicate item: 0x80240013' LOAD_CONST 'Operation cancelled: 0x8024000B' LOAD_CONST 'Operation in progress: 0x80240009' LOAD_CONST 'Access Denied: 0x8024044' LOAD_CONST 'Unsupported search scope: 0x80240045' LOAD_CONST 'Access is denied: 0x80070005' LOAD_CONST 'Setup in progress: 0x8024004A' LOAD_CONST 'Install still pending: 0x00242015' LOAD_CONST 'Already downloaded: 0x00240008' LOAD_CONST 'Already uninstalled: 0x00240007' LOAD_CONST 'Already installed: 0x00240006' LOAD_CONST 'Reboot required: 0x00240005' LOAD_CONST (-2145107924, -2145124300, -2145124302, -2145124305, -2145124307, -2145124308, -2145124312, -2145124315, -2145124316, -2145124322, -2145124325, -2145124327, -2145124330, -2145124333, -2145124341, -2145124343, -2145124284, -2145124283, -2147024891, -2149843018, -4292599787, -4292607992, -4292607993, -4292607994, -4292607995) BUILD_CONST_KEY_MAP STORE_NAME fail_codes LOAD_CONST (True,) LOAD_CONST <code object __init__ at 0x7fab4106c8a0, file "f.py", line 274> LOAD_CONST 'WindowsUpdateAgent.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object updates at 0x7fab70078ed0, file "f.py", line 298> LOAD_CONST 'WindowsUpdateAgent.updates' MAKE_FUNCTION STORE_NAME updates LOAD_CONST (True,) LOAD_CONST <code object refresh at 0x7fab70078c00, file "f.py", line 329> LOAD_CONST 'WindowsUpdateAgent.refresh' MAKE_FUNCTION STORE_NAME refresh LOAD_CONST <code object installed at 0x7fab70078540, file "f.py", line 375> LOAD_CONST 'WindowsUpdateAgent.installed' MAKE_FUNCTION STORE_NAME installed LOAD_CONST (True, True, False, False, True, True, None, None) LOAD_CONST <code object available at 0x7fab70078390, file "f.py", line 400> LOAD_CONST 'WindowsUpdateAgent.available' MAKE_FUNCTION STORE_NAME available LOAD_CONST <code object search at 0x7fab00136420, file "f.py", line 530> LOAD_CONST 'WindowsUpdateAgent.search' MAKE_FUNCTION STORE_NAME search LOAD_CONST <code object download at 0x7fab00136d20, file "f.py", line 588> LOAD_CONST 'WindowsUpdateAgent.download' MAKE_FUNCTION STORE_NAME download LOAD_CONST <code object install at 0x7fab001366f0, file "f.py", line 686> LOAD_CONST 'WindowsUpdateAgent.install' MAKE_FUNCTION STORE_NAME install LOAD_CONST <code object uninstall at 0x7fab001364b0, file "f.py", line 793> LOAD_CONST 'WindowsUpdateAgent.uninstall' MAKE_FUNCTION STORE_NAME uninstall LOAD_CONST <code object _run at 0x7fab00136810, file "f.py", line 978> LOAD_CONST 'WindowsUpdateAgent._run' MAKE_FUNCTION STORE_NAME _run LOAD_CONST None RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD SETUP_WITH to 46 POP_TOP LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.Session' CALL_METHOD LOAD_FAST self STORE_ATTR _session LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.UpdateColl' CALL_METHOD LOAD_FAST self STORE_ATTR _updates POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR refresh LOAD_FAST online LOAD_CONST ('online',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Updates CALL_FUNCTION STORE_FAST updates LOAD_FAST updates LOAD_ATTR updates STORE_FAST found SETUP_LOOP to 38 LOAD_FAST self LOAD_ATTR _updates GET_ITER FOR_ITER to 36 STORE_FAST update LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST updates RETURN_VALUE LOAD_CONST "Type='Software' or Type='Driver'" STORE_FAST search_string LOAD_FAST self LOAD_ATTR _session LOAD_METHOD CreateUpdateSearcher CALL_METHOD STORE_FAST searcher LOAD_FAST online LOAD_FAST searcher STORE_ATTR Online LOAD_CONST 'Salt: Load Updates' LOAD_FAST self LOAD_ATTR _session STORE_ATTR ClientApplicationID SETUP_EXCEPT to 78 LOAD_FAST searcher LOAD_METHOD Search LOAD_FAST search_string CALL_METHOD STORE_FAST results LOAD_FAST results LOAD_ATTR Updates LOAD_ATTR Count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'No Updates found for:\n\t\t%s' LOAD_FAST search_string CALL_METHOD POP_TOP LOAD_CONST 'No Updates found: {}' LOAD_METHOD format LOAD_FAST search_string CALL_METHOD RETURN_VALUE POP_BLOCK JUMP_FORWARD to 200 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR com_error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 186 LOAD_FAST error LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST hr STORE_FAST msg STORE_FAST exc STORE_FAST arg SETUP_EXCEPT to 130 LOAD_FAST self LOAD_ATTR fail_codes LOAD_FAST exc LOAD_CONST 5 BINARY_SUBSCR BINARY_SUBSCR STORE_FAST failure_code POP_BLOCK JUMP_FORWARD to 160 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Unknown Failure: {}' LOAD_METHOD format LOAD_FAST error CALL_METHOD STORE_FAST failure_code POP_EXCEPT JUMP_FORWARD to 160 END_FINALLY LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Search Failed: %s\n\t\t%s' LOAD_FAST failure_code LOAD_FAST search_string CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_FAST failure_code CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 200 END_FINALLY LOAD_FAST results LOAD_ATTR Updates LOAD_FAST self STORE_ATTR _updates LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Updates CALL_FUNCTION STORE_FAST updates SETUP_LOOP to 50 LOAD_FAST self LOAD_ATTR _updates GET_ITER FOR_ITER to 48 STORE_FAST update LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST updates LOAD_ATTR updates LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST updates RETURN_VALUE LOAD_GLOBAL Updates CALL_FUNCTION STORE_FAST updates LOAD_FAST updates LOAD_ATTR updates STORE_FAST found EXTENDED_ARG SETUP_LOOP to 278 LOAD_FAST self LOAD_ATTR _updates GET_ITER FOR_ITER to 276 STORE_FAST update LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsHidden CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST skip_hidden POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST skip_installed POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsMandatory CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST skip_mandatory POP_JUMP_IF_FALSE JUMP_ABSOLUTE SETUP_EXCEPT to 116 LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR InstallationBehavior LOAD_ATTR RebootBehavior CALL_METHOD STORE_FAST requires_reboot POP_BLOCK JUMP_FORWARD to 150 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST requires_reboot POP_EXCEPT JUMP_FORWARD to 150 END_FINALLY LOAD_FAST requires_reboot POP_JUMP_IF_FALSE LOAD_FAST skip_reboot POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST software POP_JUMP_IF_TRUE LOAD_FAST update LOAD_ATTR Type LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST drivers POP_JUMP_IF_TRUE LOAD_FAST update LOAD_ATTR Type LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST categories LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST match SETUP_LOOP to 234 LOAD_FAST update LOAD_ATTR Categories GET_ITER FOR_ITER to 232 STORE_FAST category LOAD_FAST category LOAD_ATTR Name LOAD_FAST categories COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST match JUMP_ABSOLUTE POP_BLOCK LOAD_FAST match POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST severities LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST update LOAD_ATTR MsrcSeverity LOAD_FAST severities COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST updates RETURN_VALUE LOAD_GLOBAL Updates CALL_FUNCTION STORE_FAST updates LOAD_FAST updates LOAD_ATTR updates STORE_FAST found LOAD_GLOBAL isinstance LOAD_FAST search_string LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST search_string BUILD_LIST STORE_FAST search_string LOAD_GLOBAL isinstance LOAD_FAST search_string LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_FAST search_string CALL_FUNCTION BUILD_LIST STORE_FAST search_string SETUP_LOOP to 188 LOAD_FAST self LOAD_ATTR _updates GET_ITER FOR_ITER to 186 STORE_FAST update SETUP_LOOP to 184 LOAD_FAST search_string GET_ITER FOR_ITER to 182 STORE_FAST find LOAD_FAST find LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST find LOAD_CONST <code object <listcomp> at 0x7fab701da150, file "f.py", line 574> LOAD_CONST 'WindowsUpdateAgent.search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST update LOAD_ATTR KBArticleIDs GET_ITER CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST find LOAD_CONST <code object <listcomp> at 0x7fab00136540, file "f.py", line 578> LOAD_CONST 'WindowsUpdateAgent.search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST update LOAD_ATTR KBArticleIDs GET_ITER CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST find LOAD_FAST update LOAD_ATTR Title COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST found LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST updates RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST item LOAD_CONST 'KB' LOAD_FAST item BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST item LOAD_FAST item LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST updates LOAD_METHOD count CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_CONST 'Nothing to download' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_METHOD CreateUpdateDownloader CALL_METHOD STORE_FAST downloader LOAD_CONST 'Salt: Download Update' LOAD_FAST self LOAD_ATTR _session STORE_ATTR ClientApplicationID LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD EXTENDED_ARG SETUP_WITH to 602 POP_TOP LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.UpdateColl' CALL_METHOD STORE_FAST download_list LOAD_CONST 'Updates' BUILD_MAP BUILD_MAP STORE_FAST ret SETUP_LOOP to 246 LOAD_FAST updates LOAD_ATTR updates GET_ITER FOR_ITER to 244 STORE_FAST update LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid BUILD_MAP LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid STORE_SUBSCR LOAD_FAST update LOAD_ATTR Title LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Title' STORE_SUBSCR LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsDownloaded CALL_FUNCTION LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'AlreadyDownloaded' STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR EulaAccepted CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Accepting EULA: %s' LOAD_FAST update LOAD_ATTR Title CALL_METHOD POP_TOP LOAD_FAST update LOAD_METHOD AcceptEula CALL_METHOD POP_TOP LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsDownloaded CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'To Be Downloaded: %s' LOAD_FAST uid CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST '\tTitle: %s' LOAD_FAST update LOAD_ATTR Title CALL_METHOD POP_TOP LOAD_FAST download_list LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST download_list LOAD_ATTR Count LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_CONST 'Nothing to download' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST download_list LOAD_FAST downloader STORE_ATTR Updates SETUP_EXCEPT to 302 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Downloading Updates' CALL_METHOD POP_TOP LOAD_FAST downloader LOAD_METHOD Download CALL_METHOD STORE_FAST result POP_BLOCK JUMP_FORWARD to 426 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR com_error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 412 LOAD_FAST error LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST hr STORE_FAST msg STORE_FAST exc STORE_FAST arg SETUP_EXCEPT to 356 LOAD_FAST self LOAD_ATTR fail_codes LOAD_FAST exc LOAD_CONST 5 BINARY_SUBSCR BINARY_SUBSCR STORE_FAST failure_code POP_BLOCK JUMP_FORWARD to 388 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Unknown Failure: {}' LOAD_METHOD format LOAD_FAST error CALL_METHOD STORE_FAST failure_code POP_EXCEPT JUMP_FORWARD to 388 END_FINALLY LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Download Failed: %s' LOAD_FAST failure_code CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_FAST failure_code CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 426 END_FINALLY LOAD_CONST 'Download Not Started' LOAD_CONST 'Download In Progress' LOAD_CONST 'Download Succeeded' LOAD_CONST 'Download Succeeded With Errors' LOAD_CONST 'Download Failed' LOAD_CONST 'Download Aborted' LOAD_CONST (0, 1, 2, 3, 4, 5) BUILD_CONST_KEY_MAP STORE_FAST result_code LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Download Complete' CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Message' STORE_SUBSCR LOAD_FAST result LOAD_ATTR ResultCode LOAD_CONST (2, 3) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Downloaded Successfully' CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR JUMP_FORWARD to 534 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Download Failed' CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR SETUP_LOOP to 598 LOAD_GLOBAL range LOAD_FAST download_list LOAD_ATTR Count CALL_FUNCTION GET_ITER FOR_ITER to 596 STORE_FAST i LOAD_FAST download_list LOAD_METHOD Item LOAD_FAST i CALL_METHOD LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid LOAD_FAST result_code LOAD_FAST result LOAD_METHOD GetUpdateResult LOAD_FAST i CALL_METHOD LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Result' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ret RETURN_VALUE LOAD_FAST updates LOAD_METHOD count CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_CONST 'Nothing to install' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_METHOD CreateUpdateInstaller CALL_METHOD STORE_FAST installer LOAD_CONST 'Salt: Install Update' LOAD_FAST self LOAD_ATTR _session STORE_ATTR ClientApplicationID LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD EXTENDED_ARG SETUP_WITH to 652 POP_TOP LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.UpdateColl' CALL_METHOD STORE_FAST install_list LOAD_CONST 'Updates' BUILD_MAP BUILD_MAP STORE_FAST ret SETUP_LOOP to 208 LOAD_FAST updates LOAD_ATTR updates GET_ITER FOR_ITER to 206 STORE_FAST update LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid BUILD_MAP LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid STORE_SUBSCR LOAD_FAST update LOAD_ATTR Title LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Title' STORE_SUBSCR LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsInstalled CALL_FUNCTION LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'AlreadyInstalled' STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'To Be Installed: %s' LOAD_FAST uid CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST '\tTitle: %s' LOAD_FAST update LOAD_ATTR Title CALL_METHOD POP_TOP LOAD_FAST install_list LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST install_list LOAD_ATTR Count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_CONST 'Nothing to install' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST install_list LOAD_FAST installer STORE_ATTR Updates SETUP_EXCEPT to 262 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Installing Updates' CALL_METHOD POP_TOP LOAD_FAST installer LOAD_METHOD Install CALL_METHOD STORE_FAST result POP_BLOCK JUMP_FORWARD to 386 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR com_error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 372 LOAD_FAST error LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST hr STORE_FAST msg STORE_FAST exc STORE_FAST arg SETUP_EXCEPT to 316 LOAD_FAST self LOAD_ATTR fail_codes LOAD_FAST exc LOAD_CONST 5 BINARY_SUBSCR BINARY_SUBSCR STORE_FAST failure_code POP_BLOCK JUMP_FORWARD to 348 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Unknown Failure: {}' LOAD_METHOD format LOAD_FAST error CALL_METHOD STORE_FAST failure_code POP_EXCEPT JUMP_FORWARD to 348 END_FINALLY LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Install Failed: %s' LOAD_FAST failure_code CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_FAST failure_code CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 386 END_FINALLY LOAD_CONST 'Installation Not Started' LOAD_CONST 'Installation In Progress' LOAD_CONST 'Installation Succeeded' LOAD_CONST 'Installation Succeeded With Errors' LOAD_CONST 'Installation Failed' LOAD_CONST 'Installation Aborted' LOAD_CONST (0, 1, 2, 3, 4, 5) BUILD_CONST_KEY_MAP STORE_FAST result_code LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Install Complete' CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Message' STORE_SUBSCR LOAD_FAST result LOAD_ATTR ResultCode LOAD_CONST (2, 3) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR LOAD_FAST result LOAD_ATTR RebootRequired LOAD_FAST ret LOAD_CONST 'NeedsReboot' STORE_SUBSCR LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'NeedsReboot: %s' LOAD_FAST result LOAD_ATTR RebootRequired CALL_METHOD POP_TOP JUMP_FORWARD to 508 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Install Failed' CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR SETUP_LOOP to 648 LOAD_GLOBAL range LOAD_FAST install_list LOAD_ATTR Count CALL_FUNCTION GET_ITER FOR_ITER to 646 STORE_FAST i LOAD_FAST install_list LOAD_METHOD Item LOAD_FAST i CALL_METHOD LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid LOAD_FAST result_code LOAD_FAST result LOAD_METHOD GetUpdateResult LOAD_FAST i CALL_METHOD LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Result' STORE_SUBSCR SETUP_EXCEPT to 586 LOAD_FAST install_list LOAD_METHOD Item LOAD_FAST i CALL_METHOD LOAD_ATTR InstallationBehavior LOAD_ATTR RebootBehavior STORE_FAST reboot_behavior POP_BLOCK JUMP_FORWARD to 622 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST 2 STORE_FAST reboot_behavior POP_EXCEPT JUMP_FORWARD to 622 END_FINALLY LOAD_GLOBAL REBOOT_BEHAVIOR LOAD_FAST reboot_behavior BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'RebootBehavior' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ret RETURN_VALUE LOAD_FAST updates LOAD_METHOD count CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_CONST 'Nothing to uninstall' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_METHOD CreateUpdateInstaller CALL_METHOD STORE_FAST installer LOAD_CONST 'Salt: Uninstall Update' LOAD_FAST self LOAD_ATTR _session STORE_ATTR ClientApplicationID LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD EXTENDED_ARG SETUP_WITH to 1164 POP_TOP LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.UpdateColl' CALL_METHOD STORE_FAST uninstall_list LOAD_CONST 'Updates' BUILD_MAP BUILD_MAP STORE_FAST ret SETUP_LOOP to 210 LOAD_FAST updates LOAD_ATTR updates GET_ITER FOR_ITER to 208 STORE_FAST update LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid BUILD_MAP LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid STORE_SUBSCR LOAD_FAST update LOAD_ATTR Title LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Title' STORE_SUBSCR LOAD_GLOBAL bool LOAD_FAST update LOAD_ATTR IsInstalled CALL_FUNCTION UNARY_NOT LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'AlreadyUninstalled' STORE_SUBSCR LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST update LOAD_ATTR IsInstalled CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'To Be Uninstalled: %s' LOAD_FAST uid CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST '\tTitle: %s' LOAD_FAST update LOAD_ATTR Title CALL_METHOD POP_TOP LOAD_FAST uninstall_list LOAD_METHOD Add LOAD_FAST update CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST uninstall_list LOAD_ATTR Count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False LOAD_CONST 'Nothing to uninstall' LOAD_CONST ('Success', 'Updates') BUILD_CONST_KEY_MAP STORE_FAST ret LOAD_FAST ret RETURN_VALUE LOAD_FAST uninstall_list LOAD_FAST installer STORE_ATTR Updates SETUP_EXCEPT to 266 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstalling Updates' CALL_METHOD POP_TOP LOAD_FAST installer LOAD_METHOD Uninstall CALL_METHOD STORE_FAST result POP_BLOCK EXTENDED_ARG JUMP_FORWARD to 898 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR com_error COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP EXTENDED_ARG SETUP_FINALLY to 884 LOAD_FAST error LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST hr STORE_FAST msg STORE_FAST exc STORE_FAST arg SETUP_EXCEPT to 322 LOAD_FAST self LOAD_ATTR fail_codes LOAD_FAST exc LOAD_CONST 5 BINARY_SUBSCR BINARY_SUBSCR STORE_FAST failure_code POP_BLOCK JUMP_FORWARD to 354 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'Unknown Failure: {}' LOAD_METHOD format LOAD_FAST error CALL_METHOD STORE_FAST failure_code POP_EXCEPT JUMP_FORWARD to 354 END_FINALLY LOAD_FAST exc LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST -2145124312 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstall Failed with WUA, attempting with DISM' CALL_METHOD POP_TOP SETUP_EXCEPT to 534 SETUP_LOOP to 530 LOAD_FAST uninstall_list GET_ITER FOR_ITER to 528 STORE_FAST item SETUP_LOOP to 524 LOAD_FAST item LOAD_ATTR KBArticleIDs GET_ITER FOR_ITER to 522 STORE_FAST kb LOAD_CONST 'dism' LOAD_CONST '/Online' LOAD_CONST '/Get-Packages' BUILD_LIST STORE_FAST cmd LOAD_FAST self LOAD_METHOD _run LOAD_FAST cmd CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD splitlines CALL_METHOD STORE_FAST pkg_list SETUP_LOOP to 518 LOAD_FAST pkg_list GET_ITER FOR_ITER to 516 STORE_FAST item LOAD_CONST 'kb' LOAD_FAST kb BINARY_ADD LOAD_FAST item LOAD_METHOD lower CALL_METHOD COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST item LOAD_METHOD split LOAD_CONST ' : ' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST pkg LOAD_FAST pkg LOAD_FAST ret LOAD_CONST 'DismPackage' STORE_SUBSCR LOAD_CONST 'dism' LOAD_CONST '/Online' LOAD_CONST '/Remove-Package' LOAD_CONST '/PackageName:{}' LOAD_METHOD format LOAD_FAST pkg CALL_METHOD LOAD_CONST '/Quiet' LOAD_CONST '/NoRestart' BUILD_LIST STORE_FAST cmd LOAD_FAST self LOAD_METHOD _run LOAD_FAST cmd CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 624 DUP_TOP LOAD_GLOBAL CommandExecutionError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 610 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstall using DISM failed' CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Command: %s' LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST cmd CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Error: %s' LOAD_FAST exc CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_CONST 'Uninstall using DISM failed: {}' LOAD_METHOD format LOAD_FAST exc CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 624 END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstall Completed using DISM' CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR LOAD_CONST 'Uninstalled using DISM' LOAD_FAST ret LOAD_CONST 'Message' STORE_SUBSCR LOAD_GLOBAL needs_reboot CALL_FUNCTION LOAD_FAST ret LOAD_CONST 'NeedsReboot' STORE_SUBSCR LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'NeedsReboot: %s' LOAD_FAST ret LOAD_CONST 'NeedsReboot' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR refresh LOAD_CONST False LOAD_CONST ('online',) CALL_FUNCTION POP_TOP SETUP_LOOP to 856 LOAD_FAST self LOAD_ATTR _updates GET_ITER FOR_ITER to 854 STORE_FAST update LOAD_FAST update LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid SETUP_LOOP to 850 LOAD_FAST uninstall_list GET_ITER FOR_ITER to 848 STORE_FAST item LOAD_FAST item LOAD_ATTR Identity LOAD_ATTR UpdateID LOAD_FAST uid COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST update LOAD_ATTR IsInstalled EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'Uninstallation Succeeded' LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Result' STORE_SUBSCR JUMP_FORWARD to 774 LOAD_CONST 'Uninstallation Failed' LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Result' STORE_SUBSCR SETUP_EXCEPT to 788 LOAD_FAST update LOAD_ATTR InstallationBehavior LOAD_ATTR RebootBehavior STORE_FAST requires_reboot POP_BLOCK JUMP_FORWARD to 824 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST 2 STORE_FAST requires_reboot POP_EXCEPT JUMP_FORWARD to 824 END_FINALLY LOAD_GLOBAL REBOOT_BEHAVIOR LOAD_FAST requires_reboot BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'RebootBehavior' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL log LOAD_METHOD error LOAD_CONST 'Uninstall Failed: %s' LOAD_FAST failure_code CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_FAST failure_code CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 898 END_FINALLY LOAD_CONST 'Uninstallation Not Started' LOAD_CONST 'Uninstallation In Progress' LOAD_CONST 'Uninstallation Succeeded' LOAD_CONST 'Uninstallation Succeeded With Errors' LOAD_CONST 'Uninstallation Failed' LOAD_CONST 'Uninstallation Aborted' LOAD_CONST (0, 1, 2, 3, 4, 5) BUILD_CONST_KEY_MAP STORE_FAST result_code LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstall Complete' CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST result_code LOAD_FAST result LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Message' STORE_SUBSCR LOAD_FAST result LOAD_ATTR ResultCode LOAD_CONST (2, 3) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR LOAD_FAST result LOAD_ATTR RebootRequired LOAD_FAST ret LOAD_CONST 'NeedsReboot' STORE_SUBSCR LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'NeedsReboot: %s' LOAD_FAST result LOAD_ATTR RebootRequired CALL_METHOD POP_TOP JUMP_FORWARD to 1020 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Uninstall Failed' CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST ret LOAD_CONST 'Success' STORE_SUBSCR SETUP_LOOP to 1160 LOAD_GLOBAL range LOAD_FAST uninstall_list LOAD_ATTR Count CALL_FUNCTION GET_ITER FOR_ITER to 1158 STORE_FAST i LOAD_FAST uninstall_list LOAD_METHOD Item LOAD_FAST i CALL_METHOD LOAD_ATTR Identity LOAD_ATTR UpdateID STORE_FAST uid LOAD_FAST result_code LOAD_FAST result LOAD_METHOD GetUpdateResult LOAD_FAST i CALL_METHOD LOAD_ATTR ResultCode BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'Result' STORE_SUBSCR SETUP_EXCEPT to 1098 LOAD_FAST uninstall_list LOAD_METHOD Item LOAD_FAST i CALL_METHOD LOAD_ATTR InstallationBehavior LOAD_ATTR RebootBehavior STORE_FAST reboot_behavior POP_BLOCK JUMP_FORWARD to 1134 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Windows Update: Error reading InstallationBehavior COM Object' CALL_METHOD POP_TOP LOAD_CONST 2 STORE_FAST reboot_behavior POP_EXCEPT JUMP_FORWARD to 1134 END_FINALLY LOAD_GLOBAL REBOOT_BEHAVIOR LOAD_FAST reboot_behavior BINARY_SUBSCR LOAD_FAST ret LOAD_CONST 'Updates' BINARY_SUBSCR LOAD_FAST uid BINARY_SUBSCR LOAD_CONST 'RebootBehavior' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST cmd LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR args LOAD_METHOD shlex_split LOAD_FAST cmd CALL_METHOD STORE_FAST cmd SETUP_EXCEPT to 64 LOAD_GLOBAL log LOAD_METHOD debug LOAD_FAST cmd CALL_METHOD POP_TOP LOAD_GLOBAL subprocess LOAD_ATTR Popen LOAD_FAST cmd LOAD_GLOBAL subprocess LOAD_ATTR PIPE LOAD_GLOBAL subprocess LOAD_ATTR PIPE LOAD_CONST ('stdout', 'stderr') CALL_FUNCTION STORE_FAST p LOAD_FAST p LOAD_METHOD communicate CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 122 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Command Failed: %s' LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST cmd CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Error: %s' LOAD_FAST exc CALL_METHOD POP_TOP LOAD_GLOBAL CommandExecutionError LOAD_FAST exc CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 136 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR winapi LOAD_METHOD Com CALL_METHOD SETUP_WITH to 110 POP_TOP SETUP_EXCEPT to 32 LOAD_GLOBAL win32com LOAD_ATTR client LOAD_METHOD Dispatch LOAD_CONST 'Microsoft.Update.SystemInfo' CALL_METHOD STORE_FAST obj_sys POP_BLOCK JUMP_FORWARD to 94 DUP_TOP LOAD_GLOBAL pywintypes LOAD_ATTR com_error COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 80 LOAD_FAST exc LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST _ STORE_FAST msg STORE_FAST _ STORE_FAST _ LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Failed to create SystemInfo object: %s' LOAD_FAST msg CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR data LOAD_METHOD is_true LOAD_FAST obj_sys LOAD_ATTR RebootRequired CALL_METHOD RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
""" Classes for working with Windows Update Agent """ import logging import subprocess import salt.utils.args import salt.utils.data import salt.utils.winapi from salt.exceptions import CommandExecutionError try: import pywintypes import win32com.client HAS_PYWIN32 = True except ImportError: HAS_PYWIN32 = False log = logging.getLogger(__name__) REBOOT_BEHAVIOR = { 0: "Never Requires Reboot", 1: "Always Requires Reboot", 2: "Can Require Reboot", } __virtualname__ = "win_update" def __virtual__(): if not salt.utils.platform.is_windows(): return False, "win_update: Only available on Windows" if not HAS_PYWIN32: return False, "win_update: Missing pywin32" return __virtualname__ class Updates: """ Wrapper around the 'Microsoft.Update.UpdateColl' instance Adds the list and summary functions. For use by the WindowUpdateAgent class. Code Example: .. code-block:: python updates = Updates() found = updates.updates found.Count found.Add updates.count() updates.list() updates.summary() """ update_types = {1: "Software", 2: "Driver"} def __init__(self): """ Initialize the updates collection. Can be accessed via ``Updates.updates`` """ with salt.utils.winapi.Com(): self.updates = win32com.client.Dispatch("Microsoft.Update.UpdateColl") def count(self): """ Return how many records are in the Microsoft Update Collection Returns: int: The number of updates in the collection Code Example: .. code-block:: python import salt.utils.win_update updates = salt.utils.win_update.Updates() updates.count() """ return self.updates.Count def list(self): """ Create a dictionary with the details for the updates in the collection. Returns: dict: Details about each update .. code-block:: cfg Dict of Updates: {'<GUID>': { 'Title': <title>, 'KB': <KB>, 'GUID': <the globally unique identifier for the update>, 'Description': <description>, 'Downloaded': <has the update been downloaded>, 'Installed': <has the update been installed>, 'Mandatory': <is the update mandatory>, 'UserInput': <is user input required>, 'EULAAccepted': <has the EULA been accepted>, 'Severity': <update severity>, 'NeedsReboot': <is the update installed and awaiting reboot>, 'RebootBehavior': <will the update require a reboot>, 'Categories': [ '<category 1>', '<category 2>', ... ] }} Code Example: .. code-block:: python import salt.utils.win_update updates = salt.utils.win_update.Updates() updates.list() """ if self.count() == 0: return "Nothing to return" log.debug("Building a detailed report of the results.") results = {} for update in self.updates: try: user_input = bool(update.InstallationBehavior.CanRequestUserInput) except AttributeError: log.debug( "Windows Update: Error reading InstallationBehavior COM Object" ) user_input = False try: requires_reboot = update.InstallationBehavior.RebootBehavior except AttributeError: log.debug( "Windows Update: Error reading InstallationBehavior COM Object" ) requires_reboot = 2 results[update.Identity.UpdateID] = { "guid": update.Identity.UpdateID, "Title": str(update.Title), "Type": self.update_types[update.Type], "Description": update.Description, "Downloaded": bool(update.IsDownloaded), "Installed": bool(update.IsInstalled), "Mandatory": bool(update.IsMandatory), "EULAAccepted": bool(update.EulaAccepted), "NeedsReboot": bool(update.RebootRequired), "Severity": str(update.MsrcSeverity), "UserInput": user_input, "RebootBehavior": REBOOT_BEHAVIOR[requires_reboot], "KBs": ["KB" + item for item in update.KBArticleIDs], "Categories": [item.Name for item in update.Categories], "SupportUrl": update.SupportUrl, } return results def summary(self): """ Create a dictionary with a summary of the updates in the collection. Returns: dict: Summary of the contents of the collection .. code-block:: cfg Summary of Updates: {'Total': <total number of updates returned>, 'Available': <updates that are not downloaded or installed>, 'Downloaded': <updates that are downloaded but not installed>, 'Installed': <updates installed (usually 0 unless installed=True)>, 'Categories': { <category 1>: <total for that category>, <category 2>: <total for category 2>, ... } } Code Example: .. code-block:: python import salt.utils.win_update updates = salt.utils.win_update.Updates() updates.summary() """ if self.count() == 0: return "Nothing to return" results = { "Total": 0, "Available": 0, "Downloaded": 0, "Installed": 0, "Categories": {}, "Severity": {}, } for update in self.updates: results["Total"] += 1 if not salt.utils.data.is_true( update.IsDownloaded ) and not salt.utils.data.is_true(update.IsInstalled): results["Available"] += 1 if salt.utils.data.is_true( update.IsDownloaded ) and not salt.utils.data.is_true(update.IsInstalled): results["Downloaded"] += 1 if salt.utils.data.is_true(update.IsInstalled): results["Installed"] += 1 for category in update.Categories: if category.Name in results["Categories"]: results["Categories"][category.Name] += 1 else: results["Categories"][category.Name] = 1 if update.MsrcSeverity: if update.MsrcSeverity in results["Severity"]: results["Severity"][update.MsrcSeverity] += 1 else: results["Severity"][update.MsrcSeverity] = 1 return results class WindowsUpdateAgent: """ Class for working with the Windows update agent """ fail_codes = { -2145107924: "WinHTTP Send/Receive failed: 0x8024402C", -2145124300: "Download failed: 0x80240034", -2145124302: "Invalid search criteria: 0x80240032", -2145124305: "Cancelled by policy: 0x8024002F", -2145124307: "Missing source: 0x8024002D", -2145124308: "Missing source: 0x8024002C", -2145124312: "Uninstall not allowed: 0x80240028", -2145124315: "Prevented by policy: 0x80240025", -2145124316: "No Updates: 0x80240024", -2145124322: "Service being shutdown: 0x8024001E", -2145124325: "Self Update in Progress: 0x8024001B", -2145124327: "Exclusive Install Conflict: 0x80240019", -2145124330: "Install not allowed: 0x80240016", -2145124333: "Duplicate item: 0x80240013", -2145124341: "Operation cancelled: 0x8024000B", -2145124343: "Operation in progress: 0x80240009", -2145124284: "Access Denied: 0x8024044", -2145124283: "Unsupported search scope: 0x80240045", -2147024891: "Access is denied: 0x80070005", -2149843018: "Setup in progress: 0x8024004A", -4292599787: "Install still pending: 0x00242015", -4292607992: "Already downloaded: 0x00240008", -4292607993: "Already uninstalled: 0x00240007", -4292607994: "Already installed: 0x00240006", -4292607995: "Reboot required: 0x00240005", } def __init__(self, online=True): """ Initialize the session and load all updates into the ``_updates`` collection. This collection is used by the other class functions instead of querying Windows update (expensive). Args: online (bool): Tells the Windows Update Agent go online to update its local update database. ``True`` will go online. ``False`` will use the local update database as is. Default is ``True`` .. versionadded:: 3001 Need to look at the possibility of loading this into ``__context__`` """ with salt.utils.winapi.Com(): self._session = win32com.client.Dispatch("Microsoft.Update.Session") self._updates = win32com.client.Dispatch("Microsoft.Update.UpdateColl") self.refresh(online=online) def updates(self): """ Get the contents of ``_updates`` (all updates) and puts them in an Updates class to expose the list and summary functions. Returns: Updates: An instance of the Updates class with all updates for the system. Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.updates() updates.list() updates.summary() """ updates = Updates() found = updates.updates for update in self._updates: found.Add(update) return updates def refresh(self, online=True): """ Refresh the contents of the ``_updates`` collection. This gets all updates in the Windows Update system and loads them into the collection. This is the part that is slow. Args: online (bool): Tells the Windows Update Agent go online to update its local update database. ``True`` will go online. ``False`` will use the local update database as is. Default is ``True`` .. versionadded:: 3001 Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() wua.refresh() """ search_string = "Type='Software' or Type='Driver'" searcher = self._session.CreateUpdateSearcher() searcher.Online = online self._session.ClientApplicationID = "Salt: Load Updates" try: results = searcher.Search(search_string) if results.Updates.Count == 0: log.debug("No Updates found for:\n\t\t%s", search_string) return "No Updates found: {}".format(search_string) except pywintypes.com_error as error: hr, msg, exc, arg = error.args # pylint: disable=W0633 try: failure_code = self.fail_codes[exc[5]] except KeyError: failure_code = "Unknown Failure: {}".format(error) log.error("Search Failed: %s\n\t\t%s", failure_code, search_string) raise CommandExecutionError(failure_code) self._updates = results.Updates def installed(self): """ Gets a list of all updates available on the system that have the ``IsInstalled`` attribute set to ``True``. Returns: Updates: An instance of Updates with the results. Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent(online=False) installed_updates = wua.installed() """ updates = Updates() for update in self._updates: if salt.utils.data.is_true(update.IsInstalled): updates.updates.Add(update) return updates def available( self, skip_hidden=True, skip_installed=True, skip_mandatory=False, skip_reboot=False, software=True, drivers=True, categories=None, severities=None, ): """ Gets a list of all updates available on the system that match the passed criteria. Args: skip_hidden (bool): Skip hidden updates. Default is ``True`` skip_installed (bool): Skip installed updates. Default is ``True`` skip_mandatory (bool): Skip mandatory updates. Default is ``False`` skip_reboot (bool): Skip updates that can or do require reboot. Default is ``False`` software (bool): Include software updates. Default is ``True`` drivers (bool): Include driver updates. Default is ``True`` categories (list): Include updates that have these categories. Default is none (all categories). Categories include the following: * Critical Updates * Definition Updates * Drivers (make sure you set drivers=True) * Feature Packs * Security Updates * Update Rollups * Updates * Update Rollups * Windows 7 * Windows 8.1 * Windows 8.1 drivers * Windows 8.1 and later drivers * Windows Defender severities (list): Include updates that have these severities. Default is none (all severities). Severities include the following: * Critical * Important .. note:: All updates are either software or driver updates. If both ``software`` and ``drivers`` is ``False``, nothing will be returned. Returns: Updates: An instance of Updates with the results of the search. Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.available() updates.summary() updates = wua.available(categories=['Critical Updates']) updates.list() """ updates = Updates() found = updates.updates for update in self._updates: if salt.utils.data.is_true(update.IsHidden) and skip_hidden: continue if salt.utils.data.is_true(update.IsInstalled) and skip_installed: continue if salt.utils.data.is_true(update.IsMandatory) and skip_mandatory: continue try: requires_reboot = salt.utils.data.is_true( update.InstallationBehavior.RebootBehavior ) except AttributeError: log.debug( "Windows Update: Error reading InstallationBehavior COM Object" ) requires_reboot = True if requires_reboot and skip_reboot: continue if not software and update.Type == 1: continue if not drivers and update.Type == 2: continue if categories is not None: match = False for category in update.Categories: if category.Name in categories: match = True if not match: continue if severities is not None: if update.MsrcSeverity not in severities: continue found.Add(update) return updates def search(self, search_string): """ Search for either a single update or a specific list of updates. GUIDs are searched first, then KB numbers, and finally Titles. Args: search_string (str, list): The search string to use to find the update. This can be the GUID or KB of the update (preferred). It can also be the full Title of the update or any part of the Title. A partial Title search is less specific and can return multiple results. Returns: Updates: An instance of Updates with the results of the search Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.search('KB3194343') updates.list() updates = wua.search(['KB3195432', '12345678-abcd-1234-abcd-1234567890ab']) updates.list() """ updates = Updates() found = updates.updates if isinstance(search_string, str): search_string = [search_string] if isinstance(search_string, int): search_string = [str(search_string)] for update in self._updates: for find in search_string: if find == update.Identity.UpdateID: found.Add(update) continue if find in ["KB" + item for item in update.KBArticleIDs]: found.Add(update) continue if find in [item for item in update.KBArticleIDs]: found.Add(update) continue if find in update.Title: found.Add(update) continue return updates def download(self, updates): """ Download the updates passed in the updates collection. Load the updates collection using ``search`` or ``available`` Args: updates (Updates): An instance of the Updates class containing a the updates to be downloaded. Returns: dict: A dictionary containing the results of the download Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.search('KB3195454') results = wua.download(updates) """ if updates.count() == 0: ret = {"Success": False, "Updates": "Nothing to download"} return ret downloader = self._session.CreateUpdateDownloader() self._session.ClientApplicationID = "Salt: Download Update" with salt.utils.winapi.Com(): download_list = win32com.client.Dispatch("Microsoft.Update.UpdateColl") ret = {"Updates": {}} for update in updates.updates: uid = update.Identity.UpdateID ret["Updates"][uid] = {} ret["Updates"][uid]["Title"] = update.Title ret["Updates"][uid]["AlreadyDownloaded"] = bool(update.IsDownloaded) if not salt.utils.data.is_true(update.EulaAccepted): log.debug("Accepting EULA: %s", update.Title) update.AcceptEula() # pylint: disable=W0104 if not salt.utils.data.is_true(update.IsDownloaded): log.debug("To Be Downloaded: %s", uid) log.debug("\tTitle: %s", update.Title) download_list.Add(update) if download_list.Count == 0: ret = {"Success": True, "Updates": "Nothing to download"} return ret downloader.Updates = download_list try: log.debug("Downloading Updates") result = downloader.Download() except pywintypes.com_error as error: hr, msg, exc, arg = error.args # pylint: disable=W0633 try: failure_code = self.fail_codes[exc[5]] except KeyError: failure_code = "Unknown Failure: {}".format(error) log.error("Download Failed: %s", failure_code) raise CommandExecutionError(failure_code) result_code = { 0: "Download Not Started", 1: "Download In Progress", 2: "Download Succeeded", 3: "Download Succeeded With Errors", 4: "Download Failed", 5: "Download Aborted", } log.debug("Download Complete") log.debug(result_code[result.ResultCode]) ret["Message"] = result_code[result.ResultCode] if result.ResultCode in [2, 3]: log.debug("Downloaded Successfully") ret["Success"] = True else: log.debug("Download Failed") ret["Success"] = False for i in range(download_list.Count): uid = download_list.Item(i).Identity.UpdateID ret["Updates"][uid]["Result"] = result_code[ result.GetUpdateResult(i).ResultCode ] return ret def install(self, updates): """ Install the updates passed in the updates collection. Load the updates collection using the ``search`` or ``available`` functions. If the updates need to be downloaded, use the ``download`` function. Args: updates (Updates): An instance of the Updates class containing a the updates to be installed. Returns: dict: A dictionary containing the results of the installation Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.search('KB3195454') results = wua.download(updates) results = wua.install(updates) """ if updates.count() == 0: ret = {"Success": False, "Updates": "Nothing to install"} return ret installer = self._session.CreateUpdateInstaller() self._session.ClientApplicationID = "Salt: Install Update" with salt.utils.winapi.Com(): install_list = win32com.client.Dispatch("Microsoft.Update.UpdateColl") ret = {"Updates": {}} for update in updates.updates: uid = update.Identity.UpdateID ret["Updates"][uid] = {} ret["Updates"][uid]["Title"] = update.Title ret["Updates"][uid]["AlreadyInstalled"] = bool(update.IsInstalled) if not salt.utils.data.is_true(update.IsInstalled): log.debug("To Be Installed: %s", uid) log.debug("\tTitle: %s", update.Title) install_list.Add(update) if install_list.Count == 0: ret = {"Success": True, "Updates": "Nothing to install"} return ret installer.Updates = install_list try: log.debug("Installing Updates") result = installer.Install() except pywintypes.com_error as error: hr, msg, exc, arg = error.args # pylint: disable=W0633 try: failure_code = self.fail_codes[exc[5]] except KeyError: failure_code = "Unknown Failure: {}".format(error) log.error("Install Failed: %s", failure_code) raise CommandExecutionError(failure_code) result_code = { 0: "Installation Not Started", 1: "Installation In Progress", 2: "Installation Succeeded", 3: "Installation Succeeded With Errors", 4: "Installation Failed", 5: "Installation Aborted", } log.debug("Install Complete") log.debug(result_code[result.ResultCode]) ret["Message"] = result_code[result.ResultCode] if result.ResultCode in [2, 3]: ret["Success"] = True ret["NeedsReboot"] = result.RebootRequired log.debug("NeedsReboot: %s", result.RebootRequired) else: log.debug("Install Failed") ret["Success"] = False for i in range(install_list.Count): uid = install_list.Item(i).Identity.UpdateID ret["Updates"][uid]["Result"] = result_code[ result.GetUpdateResult(i).ResultCode ] try: reboot_behavior = install_list.Item( i ).InstallationBehavior.RebootBehavior except AttributeError: log.debug( "Windows Update: Error reading InstallationBehavior COM Object" ) reboot_behavior = 2 ret["Updates"][uid]["RebootBehavior"] = REBOOT_BEHAVIOR[reboot_behavior] return ret def uninstall(self, updates): """ Uninstall the updates passed in the updates collection. Load the updates collection using the ``search`` or ``available`` functions. .. note:: Starting with Windows 10 the Windows Update Agent is unable to uninstall updates. An ``Uninstall Not Allowed`` error is returned. If this error is encountered this function will instead attempt to use ``dism.exe`` to perform the un-installation. ``dism.exe`` may fail to to find the KB number for the package. In that case, removal will fail. Args: updates (Updates): An instance of the Updates class containing a the updates to be uninstalled. Returns: dict: A dictionary containing the results of the un-installation Code Example: .. code-block:: python import salt.utils.win_update wua = salt.utils.win_update.WindowsUpdateAgent() updates = wua.search('KB3195454') results = wua.uninstall(updates) """ if updates.count() == 0: ret = {"Success": False, "Updates": "Nothing to uninstall"} return ret installer = self._session.CreateUpdateInstaller() self._session.ClientApplicationID = "Salt: Uninstall Update" with salt.utils.winapi.Com(): uninstall_list = win32com.client.Dispatch("Microsoft.Update.UpdateColl") ret = {"Updates": {}} for update in updates.updates: uid = update.Identity.UpdateID ret["Updates"][uid] = {} ret["Updates"][uid]["Title"] = update.Title ret["Updates"][uid]["AlreadyUninstalled"] = not bool(update.IsInstalled) if salt.utils.data.is_true(update.IsInstalled): log.debug("To Be Uninstalled: %s", uid) log.debug("\tTitle: %s", update.Title) uninstall_list.Add(update) if uninstall_list.Count == 0: ret = {"Success": False, "Updates": "Nothing to uninstall"} return ret installer.Updates = uninstall_list try: log.debug("Uninstalling Updates") result = installer.Uninstall() except pywintypes.com_error as error: hr, msg, exc, arg = error.args # pylint: disable=W0633 try: failure_code = self.fail_codes[exc[5]] except KeyError: failure_code = "Unknown Failure: {}".format(error) if exc[5] == -2145124312: log.debug("Uninstall Failed with WUA, attempting with DISM") try: for item in uninstall_list: for kb in item.KBArticleIDs: cmd = ["dism", "/Online", "/Get-Packages"] pkg_list = self._run(cmd)[0].splitlines() for item in pkg_list: if "kb" + kb in item.lower(): pkg = item.split(" : ")[1] ret["DismPackage"] = pkg cmd = [ "dism", "/Online", "/Remove-Package", "/PackageName:{}".format(pkg), "/Quiet", "/NoRestart", ] self._run(cmd) except CommandExecutionError as exc: log.debug("Uninstall using DISM failed") log.debug("Command: %s", " ".join(cmd)) log.debug("Error: %s", exc) raise CommandExecutionError( "Uninstall using DISM failed: {}".format(exc) ) log.debug("Uninstall Completed using DISM") ret["Success"] = True ret["Message"] = "Uninstalled using DISM" ret["NeedsReboot"] = needs_reboot() log.debug("NeedsReboot: %s", ret["NeedsReboot"]) self.refresh(online=False) for update in self._updates: uid = update.Identity.UpdateID for item in uninstall_list: if item.Identity.UpdateID == uid: if not update.IsInstalled: ret["Updates"][uid][ "Result" ] = "Uninstallation Succeeded" else: ret["Updates"][uid][ "Result" ] = "Uninstallation Failed" try: requires_reboot = ( update.InstallationBehavior.RebootBehavior ) except AttributeError: log.debug( "Windows Update: Error reading" " InstallationBehavior COM Object" ) requires_reboot = 2 ret["Updates"][uid]["RebootBehavior"] = REBOOT_BEHAVIOR[ requires_reboot ] return ret log.error("Uninstall Failed: %s", failure_code) raise CommandExecutionError(failure_code) result_code = { 0: "Uninstallation Not Started", 1: "Uninstallation In Progress", 2: "Uninstallation Succeeded", 3: "Uninstallation Succeeded With Errors", 4: "Uninstallation Failed", 5: "Uninstallation Aborted", } log.debug("Uninstall Complete") log.debug(result_code[result.ResultCode]) ret["Message"] = result_code[result.ResultCode] if result.ResultCode in [2, 3]: ret["Success"] = True ret["NeedsReboot"] = result.RebootRequired log.debug("NeedsReboot: %s", result.RebootRequired) else: log.debug("Uninstall Failed") ret["Success"] = False for i in range(uninstall_list.Count): uid = uninstall_list.Item(i).Identity.UpdateID ret["Updates"][uid]["Result"] = result_code[ result.GetUpdateResult(i).ResultCode ] try: reboot_behavior = uninstall_list.Item( i ).InstallationBehavior.RebootBehavior except AttributeError: log.debug( "Windows Update: Error reading InstallationBehavior COM Object" ) reboot_behavior = 2 ret["Updates"][uid]["RebootBehavior"] = REBOOT_BEHAVIOR[reboot_behavior] return ret def _run(self, cmd): """ Internal function for running commands. Used by the uninstall function. Args: cmd (str, list): The command to run Returns: str: The stdout of the command """ if isinstance(cmd, str): cmd = salt.utils.args.shlex_split(cmd) try: log.debug(cmd) p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE) return p.communicate() except OSError as exc: log.debug("Command Failed: %s", " ".join(cmd)) log.debug("Error: %s", exc) raise CommandExecutionError(exc) def needs_reboot(): """ Determines if the system needs to be rebooted. Returns: bool: ``True`` if the system requires a reboot, ``False`` if not CLI Examples: .. code-block:: bash import salt.utils.win_update salt.utils.win_update.needs_reboot() """ with salt.utils.winapi.Com(): try: obj_sys = win32com.client.Dispatch("Microsoft.Update.SystemInfo") except pywintypes.com_error as exc: _, msg, _, _ = exc.args log.debug("Failed to create SystemInfo object: %s", msg) return False return salt.utils.data.is_true(obj_sys.RebootRequired)
data/salt-3006.6/salt/utils/win_update.py
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LOAD_CONST ' Flax OPT model.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('partial',) IMPORT_NAME functools IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST ('Optional', 'Tuple') IMPORT_NAME typing IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME flax.linen IMPORT_FROM linen STORE_NAME nn POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME jax STORE_NAME jax LOAD_CONST 0 LOAD_CONST None IMPORT_NAME jax.numpy IMPORT_FROM numpy STORE_NAME jnp POP_TOP LOAD_CONST 0 LOAD_CONST ('FrozenDict', 'freeze', 'unfreeze') IMPORT_NAME flax.core.frozen_dict IMPORT_FROM FrozenDict STORE_NAME FrozenDict IMPORT_FROM freeze STORE_NAME freeze IMPORT_FROM unfreeze STORE_NAME unfreeze POP_TOP LOAD_CONST 0 LOAD_CONST ('combine_masks', 'make_causal_mask') IMPORT_NAME flax.linen IMPORT_FROM combine_masks STORE_NAME combine_masks IMPORT_FROM make_causal_mask STORE_NAME make_causal_mask POP_TOP LOAD_CONST 0 LOAD_CONST ('dot_product_attention_weights',) IMPORT_NAME flax.linen.attention IMPORT_FROM dot_product_attention_weights STORE_NAME dot_product_attention_weights POP_TOP LOAD_CONST 0 LOAD_CONST ('flatten_dict', 'unflatten_dict') IMPORT_NAME flax.traverse_util IMPORT_FROM flatten_dict STORE_NAME flatten_dict IMPORT_FROM unflatten_dict STORE_NAME unflatten_dict POP_TOP LOAD_CONST 0 LOAD_CONST ('lax',) IMPORT_NAME jax IMPORT_FROM lax STORE_NAME lax POP_TOP LOAD_CONST 0 LOAD_CONST ('PRNGKey',) IMPORT_NAME jax.random IMPORT_FROM PRNGKey STORE_NAME PRNGKey POP_TOP LOAD_CONST 3 LOAD_CONST ('FlaxBaseModelOutput', 'FlaxMaskedLMOutput') IMPORT_NAME modeling_flax_outputs IMPORT_FROM FlaxBaseModelOutput STORE_NAME FlaxBaseModelOutput IMPORT_FROM FlaxMaskedLMOutput STORE_NAME FlaxMaskedLMOutput POP_TOP LOAD_CONST 3 LOAD_CONST ('ACT2FN', 'FlaxPreTrainedModel', 'append_call_sample_docstring') IMPORT_NAME modeling_flax_utils IMPORT_FROM ACT2FN STORE_NAME ACT2FN IMPORT_FROM FlaxPreTrainedModel STORE_NAME FlaxPreTrainedModel IMPORT_FROM append_call_sample_docstring STORE_NAME append_call_sample_docstring POP_TOP LOAD_CONST 3 LOAD_CONST ('add_start_docstrings', 'logging') IMPORT_NAME utils IMPORT_FROM add_start_docstrings STORE_NAME add_start_docstrings IMPORT_FROM logging STORE_NAME logging POP_TOP LOAD_CONST 1 LOAD_CONST ('OPTConfig',) IMPORT_NAME configuration_opt IMPORT_FROM OPTConfig STORE_NAME OPTConfig POP_TOP LOAD_NAME logging LOAD_METHOD get_logger LOAD_NAME __name__ CALL_METHOD STORE_NAME logger LOAD_CONST 'facebook/opt-350m' STORE_NAME _CHECKPOINT_FOR_DOC LOAD_CONST 'OPTConfig' STORE_NAME _CONFIG_FOR_DOC LOAD_CONST '\n This model inherits from [`FlaxPreTrainedModel`]. Check the superclass documentation for the generic methods the\n library implements for all its model (such as downloading or saving, resizing the input embeddings, pruning heads\n etc.)\n\n This model is also a Flax Linen\n [flax.nn.Module](https://flax.readthedocs.io/en/latest/_autosummary/flax.nn.module.html) subclass. Use it as a\n regular Flax Module and refer to the Flax documentation for all matter related to general usage and behavior.\n\n Finally, this model supports inherent JAX features such as:\n\n - [Just-In-Time (JIT) compilation](https://jax.readthedocs.io/en/latest/jax.html#just-in-time-compilation-jit)\n - [Automatic Differentiation](https://jax.readthedocs.io/en/latest/jax.html#automatic-differentiation)\n - [Vectorization](https://jax.readthedocs.io/en/latest/jax.html#vectorization-vmap)\n - [Parallelization](https://jax.readthedocs.io/en/latest/jax.html#parallelization-pmap)\n\n Parameters:\n config ([`OPTConfig`]): Model configuration class with all the parameters of the model.\n Initializing with a config file does not load the weights associated with the model, only the\n configuration. Check out the [`~FlaxPreTrainedModel.from_pretrained`] method to load the model weights.\n dtype (`jax.numpy.dtype`, *optional*, defaults to `jax.numpy.float32`):\n The data type of the computation. Can be one of `jax.numpy.float32`, `jax.numpy.float16` (on GPUs) and\n `jax.numpy.bfloat16` (on TPUs).\n\n This can be used to enable mixed-precision training or half-precision inference on GPUs or TPUs. If\n specified all the computation will be performed with the given `dtype`.\n\n **Note that this only specifies the dtype of the computation and does not influence the dtype of model\n parameters.**\n\n If you wish to change the dtype of the model parameters, see [`~FlaxPreTrainedModel.to_fp16`] and\n [`~FlaxPreTrainedModel.to_bf16`].\n' STORE_NAME OPT_START_DOCSTRING LOAD_CONST '\n Args:\n input_ids (`jnp.ndarray` of shape `(batch_size, sequence_length)`):\n Indices of input sequence tokens in the vocabulary. Padding will be ignored by default should you provide\n it.\n\n Indices can be obtained using [`AutoTokenizer`]. See [`PreTrainedTokenizer.encode`] and\n [`PreTrainedTokenizer.__call__`] for details.\n\n [What are input IDs?](../glossary#input-ids)\n attention_mask (`jnp.ndarray` of shape `(batch_size, sequence_length)`, *optional*):\n Mask to avoid performing attention on padding token indices. Mask values selected in `[0, 1]`:\n\n - 1 for tokens that are **not masked**,\n - 0 for tokens that are **masked**.\n\n [What are attention masks?](../glossary#attention-mask)\n position_ids (`numpy.ndarray` of shape `(batch_size, sequence_length)`, *optional*):\n Indices of positions of each input sequence tokens in the position embeddings. Selected in the range `[0,\n config.max_position_embeddings - 1]`.\n output_attentions (`bool`, *optional*):\n Whether or not to return the attentions tensors of all attention layers. See `attentions` under returned\n tensors for more detail.\n output_hidden_states (`bool`, *optional*):\n Whether or not to return the hidden states of all layers. See `hidden_states` under returned tensors for\n more detail.\n return_dict (`bool`, *optional*):\n Whether or not to return a [`~utils.ModelOutput`] instead of a plain tuple.\n' STORE_NAME OPT_INPUTS_DOCSTRING LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTAttention at 0x7fa6ef7e21e0, file "f.py", line 97> LOAD_CONST 'FlaxOPTAttention' MAKE_FUNCTION LOAD_CONST 'FlaxOPTAttention' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME FlaxOPTAttention LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTDecoderLayer at 0x7fa6ef7e2660, file "f.py", line 266> LOAD_CONST 'FlaxOPTDecoderLayer' MAKE_FUNCTION LOAD_CONST 'FlaxOPTDecoderLayer' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME FlaxOPTDecoderLayer LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTDecoderLayerCollection at 0x7fa6ef7e25d0, file "f.py", line 347> LOAD_CONST 'FlaxOPTDecoderLayerCollection' MAKE_FUNCTION LOAD_CONST 'FlaxOPTDecoderLayerCollection' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME FlaxOPTDecoderLayerCollection LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTLearnedPositionalEmbedding at 0x7fa6d8d11ae0, file "f.py", line 390> LOAD_CONST 'FlaxOPTLearnedPositionalEmbedding' MAKE_FUNCTION LOAD_CONST 'FlaxOPTLearnedPositionalEmbedding' LOAD_NAME nn LOAD_ATTR Embed CALL_FUNCTION STORE_NAME FlaxOPTLearnedPositionalEmbedding LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTDecoder at 0x7fa6dcb15c90, file "f.py", line 410> LOAD_CONST 'FlaxOPTDecoder' MAKE_FUNCTION LOAD_CONST 'FlaxOPTDecoder' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME FlaxOPTDecoder LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTPreTrainedModel at 0x7fa6a4ae4b70, file "f.py", line 506> LOAD_CONST 'FlaxOPTPreTrainedModel' MAKE_FUNCTION LOAD_CONST 'FlaxOPTPreTrainedModel' LOAD_NAME FlaxPreTrainedModel CALL_FUNCTION STORE_NAME FlaxOPTPreTrainedModel LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTModule at 0x7fa6a4ae41e0, file "f.py", line 655> LOAD_CONST 'FlaxOPTModule' MAKE_FUNCTION LOAD_CONST 'FlaxOPTModule' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME FlaxOPTModule LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTModel at 0x7fa6a4ae4a50, file "f.py", line 697> LOAD_CONST 'FlaxOPTModel' MAKE_FUNCTION LOAD_CONST 'FlaxOPTModel' LOAD_NAME FlaxOPTPreTrainedModel CALL_FUNCTION STORE_NAME FlaxOPTModel LOAD_NAME append_call_sample_docstring LOAD_NAME FlaxOPTModel LOAD_NAME _CHECKPOINT_FOR_DOC LOAD_NAME FlaxBaseModelOutput LOAD_NAME _CONFIG_FOR_DOC CALL_FUNCTION POP_TOP LOAD_NAME add_start_docstrings LOAD_CONST 'The bare OPT Model transformer outputting raw hidden-states without any specific head on top.' LOAD_NAME OPT_START_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTForCausalLMModule at 0x7fa6a4ae4e40, file "f.py", line 708> LOAD_CONST 'FlaxOPTForCausalLMModule' MAKE_FUNCTION LOAD_CONST 'FlaxOPTForCausalLMModule' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION CALL_FUNCTION STORE_NAME FlaxOPTForCausalLMModule LOAD_NAME add_start_docstrings LOAD_CONST '\n OPT Model with a language modeling head on top (linear layer with weights tied to the input embeddings) e.g for\n autoregressive tasks.\n ' LOAD_NAME OPT_START_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object FlaxOPTForCausalLM at 0x7fa6a4ae4c00, file "f.py", line 769> LOAD_CONST 'FlaxOPTForCausalLM' MAKE_FUNCTION LOAD_CONST 'FlaxOPTForCausalLM' LOAD_NAME FlaxOPTPreTrainedModel CALL_FUNCTION CALL_FUNCTION STORE_NAME FlaxOPTForCausalLM LOAD_NAME append_call_sample_docstring LOAD_NAME FlaxOPTForCausalLM LOAD_NAME _CHECKPOINT_FOR_DOC LOAD_NAME FlaxBaseModelOutput LOAD_NAME _CONFIG_FOR_DOC CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTAttention' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'embed_dim' STORE_SUBSCR LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'num_heads' STORE_SUBSCR LOAD_CONST 0.0 STORE_NAME dropout LOAD_NAME float LOAD_NAME __annotations__ LOAD_CONST 'dropout' STORE_SUBSCR LOAD_CONST False STORE_NAME causal LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'causal' STORE_SUBSCR LOAD_CONST True STORE_NAME bias LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'bias' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object setup at 0x7fa6ef7e2f60, file "f.py", line 106> LOAD_CONST 'FlaxOPTAttention.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST <code object _split_heads at 0x7fa6ef7e2a50, file "f.py", line 133> LOAD_CONST 'FlaxOPTAttention._split_heads' MAKE_FUNCTION STORE_NAME _split_heads LOAD_CONST <code object _merge_heads at 0x7fa6ef7e2780, file "f.py", line 138> LOAD_CONST 'FlaxOPTAttention._merge_heads' MAKE_FUNCTION STORE_NAME _merge_heads LOAD_NAME nn LOAD_ATTR compact LOAD_CONST <code object _concatenate_to_cache at 0x7fa6ef7e2420, file "f.py", line 141> LOAD_CONST 'FlaxOPTAttention._concatenate_to_cache' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _concatenate_to_cache LOAD_CONST (None, None, False, True) LOAD_NAME jnp LOAD_ATTR ndarray LOAD_NAME Optional LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_CONST ('hidden_states', 'key_value_states', 'attention_mask', 'init_cache', 'deterministic', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6ef7e2d20, file "f.py", line 176> LOAD_CONST 'FlaxOPTAttention.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR embed_dim LOAD_FAST self LOAD_ATTR num_heads BINARY_FLOOR_DIVIDE LOAD_FAST self STORE_ATTR head_dim LOAD_FAST self LOAD_ATTR head_dim LOAD_FAST self LOAD_ATTR num_heads BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR embed_dim COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'embed_dim must be divisible by num_heads (got `embed_dim`: ' LOAD_FAST self LOAD_ATTR embed_dim FORMAT_VALUE LOAD_CONST ' and `num_heads`: ' LOAD_FAST self LOAD_ATTR num_heads FORMAT_VALUE LOAD_CONST ').' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL partial LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR embed_dim LOAD_FAST self LOAD_ATTR bias LOAD_FAST self LOAD_ATTR dtype LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_CONST ('use_bias', 'dtype', 'kernel_init') CALL_FUNCTION STORE_FAST dense LOAD_FAST dense CALL_FUNCTION LOAD_FAST dense CALL_FUNCTION LOAD_FAST dense CALL_FUNCTION ROT_THREE ROT_TWO LOAD_FAST self STORE_ATTR q_proj LOAD_FAST self STORE_ATTR k_proj LOAD_FAST self STORE_ATTR v_proj LOAD_FAST dense CALL_FUNCTION LOAD_FAST self STORE_ATTR out_proj LOAD_GLOBAL nn LOAD_ATTR Dropout LOAD_FAST self LOAD_ATTR dropout LOAD_CONST ('rate',) CALL_FUNCTION LOAD_FAST self STORE_ATTR dropout_layer LOAD_FAST self LOAD_ATTR causal POP_JUMP_IF_FALSE LOAD_GLOBAL make_causal_mask LOAD_GLOBAL jnp LOAD_ATTR ones LOAD_CONST 1 LOAD_FAST self LOAD_ATTR config LOAD_ATTR max_position_embeddings BUILD_TUPLE LOAD_CONST 'bool' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST 'bool' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR causal_mask LOAD_CONST None RETURN_VALUE LOAD_FAST hidden_states LOAD_METHOD reshape LOAD_FAST hidden_states LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR num_heads LOAD_FAST self LOAD_ATTR head_dim BUILD_TUPLE BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_FAST hidden_states LOAD_METHOD reshape LOAD_FAST hidden_states LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR embed_dim BUILD_TUPLE BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD has_variable LOAD_CONST 'cache' LOAD_CONST 'cached_key' CALL_METHOD STORE_FAST is_initialized LOAD_FAST self LOAD_METHOD variable LOAD_CONST 'cache' LOAD_CONST 'cached_key' LOAD_GLOBAL jnp LOAD_ATTR zeros LOAD_FAST key LOAD_ATTR shape LOAD_FAST key LOAD_ATTR dtype CALL_METHOD STORE_FAST cached_key LOAD_FAST self LOAD_METHOD variable LOAD_CONST 'cache' LOAD_CONST 'cached_value' LOAD_GLOBAL jnp LOAD_ATTR zeros LOAD_FAST value LOAD_ATTR shape LOAD_FAST value LOAD_ATTR dtype CALL_METHOD STORE_FAST cached_value LOAD_FAST self LOAD_METHOD variable LOAD_CONST 'cache' LOAD_CONST 'cache_index' LOAD_CONST <code object <lambda> at 0x7fa6ef7e20c0, file "f.py", line 156> LOAD_CONST 'FlaxOPTAttention._concatenate_to_cache.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST cache_index LOAD_FAST is_initialized POP_JUMP_IF_FALSE LOAD_FAST cached_key LOAD_ATTR value LOAD_ATTR shape EXTENDED_ARG UNPACK_EX STORE_FAST batch_dims STORE_FAST max_length STORE_FAST num_heads STORE_FAST depth_per_head LOAD_FAST cache_index LOAD_ATTR value STORE_FAST cur_index LOAD_CONST (0,) LOAD_GLOBAL len LOAD_FAST batch_dims CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST cur_index LOAD_CONST 0 LOAD_CONST 0 BUILD_TUPLE BINARY_ADD STORE_FAST indices LOAD_GLOBAL lax LOAD_METHOD dynamic_update_slice LOAD_FAST cached_key LOAD_ATTR value LOAD_FAST key LOAD_FAST indices CALL_METHOD STORE_FAST key LOAD_GLOBAL lax LOAD_METHOD dynamic_update_slice LOAD_FAST cached_value LOAD_ATTR value LOAD_FAST value LOAD_FAST indices CALL_METHOD STORE_FAST value LOAD_FAST key LOAD_FAST cached_key STORE_ATTR value LOAD_FAST value LOAD_FAST cached_value STORE_ATTR value LOAD_FAST query LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR STORE_FAST num_updated_cache_vectors LOAD_FAST cache_index LOAD_ATTR value LOAD_FAST num_updated_cache_vectors BINARY_ADD LOAD_FAST cache_index STORE_ATTR value LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_GLOBAL jnp LOAD_METHOD arange LOAD_FAST max_length CALL_METHOD LOAD_FAST cur_index LOAD_FAST num_updated_cache_vectors BINARY_ADD COMPARE_OP < LOAD_GLOBAL tuple LOAD_FAST batch_dims CALL_FUNCTION LOAD_CONST 1 LOAD_FAST num_updated_cache_vectors LOAD_FAST max_length BUILD_TUPLE BINARY_ADD CALL_METHOD STORE_FAST pad_mask LOAD_GLOBAL combine_masks LOAD_FAST pad_mask LOAD_FAST attention_mask CALL_FUNCTION STORE_FAST attention_mask LOAD_FAST key LOAD_FAST value LOAD_FAST attention_mask BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL jnp LOAD_ATTR array LOAD_CONST 0 LOAD_GLOBAL jnp LOAD_ATTR int32 LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST key_value_states LOAD_CONST None COMPARE_OP is not STORE_FAST is_cross_attention LOAD_FAST hidden_states LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST batch_size LOAD_FAST self LOAD_METHOD q_proj LOAD_FAST hidden_states CALL_METHOD STORE_FAST query_states LOAD_FAST is_cross_attention POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD k_proj LOAD_FAST key_value_states CALL_METHOD STORE_FAST key_states LOAD_FAST self LOAD_METHOD v_proj LOAD_FAST key_value_states CALL_METHOD STORE_FAST value_states JUMP_FORWARD to 74 LOAD_FAST self LOAD_METHOD k_proj LOAD_FAST hidden_states CALL_METHOD STORE_FAST key_states LOAD_FAST self LOAD_METHOD v_proj LOAD_FAST hidden_states CALL_METHOD STORE_FAST value_states LOAD_FAST self LOAD_METHOD _split_heads LOAD_FAST query_states CALL_METHOD STORE_FAST query_states LOAD_FAST self LOAD_METHOD _split_heads LOAD_FAST key_states CALL_METHOD STORE_FAST key_states LOAD_FAST self LOAD_METHOD _split_heads LOAD_FAST value_states CALL_METHOD STORE_FAST value_states LOAD_FAST self LOAD_ATTR causal EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST query_states LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST key_states LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR ROT_TWO STORE_FAST query_length STORE_FAST key_length LOAD_FAST self LOAD_METHOD has_variable LOAD_CONST 'cache' LOAD_CONST 'cached_key' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR variables LOAD_CONST 'cache' BINARY_SUBSCR LOAD_CONST 'cache_index' BINARY_SUBSCR STORE_FAST mask_shift LOAD_FAST self LOAD_ATTR variables LOAD_CONST 'cache' BINARY_SUBSCR LOAD_CONST 'cached_key' BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR STORE_FAST max_decoder_length LOAD_GLOBAL lax LOAD_METHOD dynamic_slice LOAD_FAST self LOAD_ATTR causal_mask LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST mask_shift LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 1 LOAD_FAST query_length LOAD_FAST max_decoder_length BUILD_TUPLE CALL_METHOD STORE_FAST causal_mask JUMP_FORWARD to 248 LOAD_FAST self LOAD_ATTR causal_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST query_length BUILD_SLICE LOAD_CONST None LOAD_FAST key_length BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST causal_mask LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_FAST causal_mask LOAD_FAST batch_size BUILD_TUPLE LOAD_FAST causal_mask LOAD_ATTR shape LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD CALL_METHOD STORE_FAST causal_mask LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR causal EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_GLOBAL jnp LOAD_ATTR expand_dims LOAD_FAST attention_mask LOAD_CONST (-3, -2) LOAD_CONST ('axis',) CALL_FUNCTION LOAD_FAST causal_mask LOAD_ATTR shape CALL_METHOD STORE_FAST attention_mask LOAD_GLOBAL combine_masks LOAD_FAST attention_mask LOAD_FAST causal_mask CALL_FUNCTION STORE_FAST attention_mask JUMP_FORWARD to 368 LOAD_FAST self LOAD_ATTR causal EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST causal_mask STORE_FAST attention_mask JUMP_FORWARD to 368 LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL jnp LOAD_ATTR expand_dims LOAD_FAST attention_mask LOAD_CONST (-3, -2) LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST attention_mask LOAD_FAST self LOAD_ATTR causal EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD has_variable LOAD_CONST 'cache' LOAD_CONST 'cached_key' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST init_cache EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _concatenate_to_cache LOAD_FAST key_states LOAD_FAST value_states LOAD_FAST query_states LOAD_FAST attention_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST key_states STORE_FAST value_states STORE_FAST attention_mask LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL lax LOAD_METHOD select LOAD_FAST attention_mask LOAD_CONST 0 COMPARE_OP > LOAD_GLOBAL jnp LOAD_METHOD full LOAD_FAST attention_mask LOAD_ATTR shape LOAD_CONST 0.0 CALL_METHOD LOAD_METHOD astype LOAD_FAST self LOAD_ATTR dtype CALL_METHOD LOAD_GLOBAL jnp LOAD_METHOD full LOAD_FAST attention_mask LOAD_ATTR shape LOAD_GLOBAL jnp LOAD_METHOD finfo LOAD_FAST self LOAD_ATTR dtype CALL_METHOD LOAD_ATTR min CALL_METHOD LOAD_METHOD astype LOAD_FAST self LOAD_ATTR dtype CALL_METHOD CALL_METHOD STORE_FAST attention_bias JUMP_FORWARD to 498 LOAD_CONST None STORE_FAST attention_bias LOAD_CONST None STORE_FAST dropout_rng LOAD_FAST deterministic EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR dropout LOAD_CONST 0.0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD make_rng LOAD_CONST 'dropout' CALL_METHOD STORE_FAST dropout_rng LOAD_GLOBAL dot_product_attention_weights LOAD_FAST query_states LOAD_FAST key_states LOAD_FAST attention_bias LOAD_FAST dropout_rng LOAD_FAST self LOAD_ATTR dropout LOAD_CONST True LOAD_FAST deterministic LOAD_FAST self LOAD_ATTR dtype LOAD_CONST None LOAD_CONST ('bias', 'dropout_rng', 'dropout_rate', 'broadcast_dropout', 'deterministic', 'dtype', 'precision') CALL_FUNCTION STORE_FAST attn_weights LOAD_GLOBAL jnp LOAD_METHOD einsum LOAD_CONST '...hqk,...khd->...qhd' LOAD_FAST attn_weights LOAD_FAST value_states CALL_METHOD STORE_FAST attn_output LOAD_FAST self LOAD_METHOD _merge_heads LOAD_FAST attn_output CALL_METHOD STORE_FAST attn_output LOAD_FAST self LOAD_METHOD out_proj LOAD_FAST attn_output CALL_METHOD STORE_FAST attn_output LOAD_FAST attn_output LOAD_FAST attn_weights BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTDecoderLayer' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object setup at 0x7fa6ef7e2540, file "f.py", line 270> LOAD_CONST 'FlaxOPTDecoderLayer.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST (False, True, True) LOAD_NAME jnp LOAD_ATTR ndarray LOAD_NAME jnp LOAD_ATTR ndarray LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME Tuple LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_CONST ('hidden_states', 'attention_mask', 'init_cache', 'output_attentions', 'deterministic', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6ef7e2150, file "f.py", line 297> LOAD_CONST 'FlaxOPTDecoderLayer.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR config LOAD_ATTR hidden_size LOAD_FAST self STORE_ATTR embed_dim LOAD_GLOBAL FlaxOPTAttention LOAD_FAST self LOAD_ATTR config LOAD_FAST self LOAD_ATTR embed_dim LOAD_FAST self LOAD_ATTR config LOAD_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR config LOAD_ATTR attention_dropout LOAD_CONST True LOAD_FAST self LOAD_ATTR dtype LOAD_CONST ('config', 'embed_dim', 'num_heads', 'dropout', 'causal', 'dtype') CALL_FUNCTION LOAD_FAST self STORE_ATTR self_attn LOAD_FAST self LOAD_ATTR config LOAD_ATTR do_layer_norm_before LOAD_FAST self STORE_ATTR do_layer_norm_before LOAD_GLOBAL nn LOAD_ATTR Dropout LOAD_FAST self LOAD_ATTR config LOAD_ATTR dropout LOAD_CONST ('rate',) CALL_FUNCTION LOAD_FAST self STORE_ATTR dropout_layer LOAD_GLOBAL ACT2FN LOAD_FAST self LOAD_ATTR config LOAD_ATTR activation_function BINARY_SUBSCR LOAD_FAST self STORE_ATTR activation_fn LOAD_GLOBAL nn LOAD_ATTR LayerNorm LOAD_FAST self LOAD_ATTR dtype LOAD_CONST 1e-05 LOAD_CONST ('dtype', 'epsilon') CALL_FUNCTION LOAD_FAST self STORE_ATTR self_attn_layer_norm LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR config LOAD_ATTR ffn_dim LOAD_FAST self LOAD_ATTR dtype LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_CONST ('dtype', 'kernel_init') CALL_FUNCTION LOAD_FAST self STORE_ATTR fc1 LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR embed_dim LOAD_FAST self LOAD_ATTR dtype LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_CONST ('dtype', 'kernel_init') CALL_FUNCTION LOAD_FAST self STORE_ATTR fc2 LOAD_GLOBAL nn LOAD_ATTR LayerNorm LOAD_FAST self LOAD_ATTR dtype LOAD_CONST 1e-05 LOAD_CONST ('dtype', 'epsilon') CALL_FUNCTION LOAD_FAST self STORE_ATTR final_layer_norm LOAD_CONST None RETURN_VALUE LOAD_FAST hidden_states STORE_FAST residual LOAD_FAST self LOAD_ATTR do_layer_norm_before POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD self_attn_layer_norm LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR self_attn LOAD_FAST hidden_states LOAD_FAST attention_mask LOAD_FAST init_cache LOAD_FAST deterministic LOAD_CONST ('hidden_states', 'attention_mask', 'init_cache', 'deterministic') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST hidden_states STORE_FAST self_attn_weights LOAD_FAST self LOAD_ATTR dropout_layer LOAD_FAST hidden_states LOAD_FAST deterministic LOAD_CONST ('deterministic',) CALL_FUNCTION STORE_FAST hidden_states LOAD_FAST residual LOAD_FAST hidden_states BINARY_ADD STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR do_layer_norm_before POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD self_attn_layer_norm LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states LOAD_ATTR shape STORE_FAST hidden_states_shape LOAD_FAST hidden_states LOAD_METHOD reshape LOAD_CONST -1 LOAD_FAST hidden_states LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states STORE_FAST residual LOAD_FAST self LOAD_ATTR do_layer_norm_before POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD final_layer_norm LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD fc1 LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD activation_fn LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD fc2 LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR dropout_layer LOAD_FAST hidden_states LOAD_FAST deterministic LOAD_CONST ('deterministic',) CALL_FUNCTION STORE_FAST hidden_states LOAD_FAST residual LOAD_FAST hidden_states BINARY_ADD LOAD_METHOD reshape LOAD_FAST hidden_states_shape CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR do_layer_norm_before POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD final_layer_norm LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states BUILD_TUPLE STORE_FAST outputs LOAD_FAST output_attentions POP_JUMP_IF_FALSE LOAD_FAST outputs LOAD_FAST self_attn_weights BUILD_TUPLE INPLACE_ADD STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTDecoderLayerCollection' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST <code object setup at 0x7fa6ef7e2b70, file "f.py", line 351> LOAD_CONST 'FlaxOPTDecoderLayerCollection.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST (True, False, False, False) LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('deterministic', 'init_cache', 'output_attentions', 'output_hidden_states') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6ef7e2810, file "f.py", line 358> LOAD_CONST 'FlaxOPTDecoderLayerCollection.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6ef7e2300, file "f.py", line 353> LOAD_CONST 'FlaxOPTDecoderLayerCollection.setup.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR config LOAD_ATTR num_hidden_layers CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF self STORE_ATTR layers LOAD_DEREF self LOAD_ATTR config LOAD_ATTR layerdrop LOAD_DEREF self STORE_ATTR layerdrop LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST i LOAD_GLOBAL FlaxOPTDecoderLayer LOAD_DEREF self LOAD_ATTR config LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LOAD_DEREF self LOAD_ATTR dtype LOAD_CONST ('name', 'dtype') CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_CONST () JUMP_FORWARD to 10 LOAD_CONST None STORE_FAST all_hidden_states LOAD_FAST output_attentions POP_JUMP_IF_FALSE LOAD_CONST () JUMP_FORWARD to 22 LOAD_CONST None STORE_FAST all_self_attns SETUP_LOOP to 98 LOAD_FAST self LOAD_ATTR layers GET_ITER FOR_ITER to 96 STORE_FAST decoder_layer LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST all_hidden_states LOAD_FAST hidden_states BUILD_TUPLE INPLACE_ADD STORE_FAST all_hidden_states LOAD_FAST decoder_layer LOAD_FAST hidden_states LOAD_FAST attention_mask LOAD_FAST init_cache LOAD_FAST output_attentions LOAD_FAST deterministic LOAD_CONST ('attention_mask', 'init_cache', 'output_attentions', 'deterministic') CALL_FUNCTION STORE_FAST layer_outputs LOAD_FAST layer_outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST hidden_states LOAD_FAST output_attentions POP_JUMP_IF_FALSE LOAD_FAST all_self_attns LOAD_FAST layer_outputs LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE INPLACE_ADD STORE_FAST all_self_attns JUMP_ABSOLUTE POP_BLOCK LOAD_FAST hidden_states LOAD_FAST all_hidden_states LOAD_FAST all_self_attns BUILD_LIST STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTLearnedPositionalEmbedding' STORE_NAME __qualname__ LOAD_CONST '\n This module learns positional embeddings up to a fixed maximum size.\n ' STORE_NAME __doc__ LOAD_CONST <code object setup at 0x7fa6d8d11d20, file "f.py", line 395> LOAD_CONST 'FlaxOPTLearnedPositionalEmbedding.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __call__ at 0x7fa6d8d11420, file "f.py", line 404> LOAD_CONST 'FlaxOPTLearnedPositionalEmbedding.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST 2 LOAD_FAST self STORE_ATTR offset LOAD_FAST self LOAD_METHOD param LOAD_CONST 'embedding' LOAD_FAST self LOAD_ATTR embedding_init LOAD_FAST self LOAD_ATTR num_embeddings LOAD_FAST self LOAD_ATTR offset BINARY_ADD LOAD_FAST self LOAD_ATTR features BUILD_TUPLE LOAD_FAST self LOAD_ATTR param_dtype CALL_METHOD LOAD_FAST self STORE_ATTR embedding LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __call__ LOAD_FAST positions LOAD_FAST self LOAD_ATTR offset BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTDecoder' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST 2 STORE_NAME offset LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'offset' STORE_SUBSCR LOAD_CONST <code object setup at 0x7fa6d8d11540, file "f.py", line 415> LOAD_CONST 'FlaxOPTDecoder.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST (False, False, False, True, True) LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('init_cache', 'output_attentions', 'output_hidden_states', 'return_dict', 'deterministic') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6d8d110c0, file "f.py", line 454> LOAD_CONST 'FlaxOPTDecoder.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nn LOAD_ATTR Dropout LOAD_FAST self LOAD_ATTR config LOAD_ATTR dropout LOAD_CONST ('rate',) CALL_FUNCTION LOAD_FAST self STORE_ATTR dropout_layer LOAD_FAST self LOAD_ATTR config LOAD_ATTR hidden_size STORE_FAST embed_dim LOAD_FAST self LOAD_ATTR config LOAD_ATTR pad_token_id LOAD_FAST self STORE_ATTR padding_idx LOAD_FAST self LOAD_ATTR config LOAD_ATTR max_position_embeddings LOAD_FAST self STORE_ATTR max_target_positions LOAD_GLOBAL nn LOAD_ATTR Embed LOAD_FAST self LOAD_ATTR config LOAD_ATTR vocab_size LOAD_FAST self LOAD_ATTR config LOAD_ATTR word_embed_proj_dim LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_FAST self LOAD_ATTR dtype LOAD_CONST ('embedding_init', 'dtype') CALL_FUNCTION LOAD_FAST self STORE_ATTR embed_tokens LOAD_GLOBAL FlaxOPTLearnedPositionalEmbedding LOAD_FAST self LOAD_ATTR config LOAD_ATTR max_position_embeddings LOAD_FAST embed_dim LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_FAST self LOAD_ATTR dtype LOAD_CONST ('embedding_init', 'dtype') CALL_FUNCTION LOAD_FAST self STORE_ATTR embed_positions LOAD_FAST self LOAD_ATTR config LOAD_ATTR word_embed_proj_dim LOAD_FAST self LOAD_ATTR config LOAD_ATTR hidden_size COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR config LOAD_ATTR hidden_size LOAD_CONST False LOAD_CONST ('use_bias',) CALL_FUNCTION LOAD_FAST self STORE_ATTR project_in LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR config LOAD_ATTR word_embed_proj_dim LOAD_CONST False LOAD_CONST ('use_bias',) CALL_FUNCTION LOAD_FAST self STORE_ATTR project_out JUMP_FORWARD to 198 LOAD_CONST None LOAD_FAST self STORE_ATTR project_in LOAD_CONST None LOAD_FAST self STORE_ATTR project_out LOAD_FAST self LOAD_ATTR config LOAD_ATTR do_layer_norm_before POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR config LOAD_ATTR _remove_final_layer_norm POP_JUMP_IF_TRUE LOAD_GLOBAL nn LOAD_ATTR LayerNorm LOAD_FAST self LOAD_ATTR dtype LOAD_CONST 1e-05 LOAD_CONST ('dtype', 'epsilon') CALL_FUNCTION LOAD_FAST self STORE_ATTR final_layer_norm JUMP_FORWARD to 240 LOAD_CONST None LOAD_FAST self STORE_ATTR final_layer_norm LOAD_GLOBAL FlaxOPTDecoderLayerCollection LOAD_FAST self LOAD_ATTR config LOAD_FAST self LOAD_ATTR dtype CALL_FUNCTION LOAD_FAST self STORE_ATTR layers LOAD_CONST None RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape STORE_FAST input_shape LOAD_FAST input_ids LOAD_METHOD reshape LOAD_CONST -1 LOAD_FAST input_shape LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD STORE_FAST input_ids LOAD_FAST self LOAD_METHOD embed_tokens LOAD_FAST input_ids CALL_METHOD STORE_FAST inputs_embeds LOAD_FAST self LOAD_ATTR project_in LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD project_in LOAD_FAST inputs_embeds CALL_METHOD STORE_FAST inputs_embeds LOAD_FAST self LOAD_METHOD embed_positions LOAD_FAST position_ids CALL_METHOD STORE_FAST positions LOAD_FAST inputs_embeds LOAD_FAST positions BINARY_ADD STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR layers LOAD_FAST hidden_states LOAD_FAST attention_mask LOAD_FAST deterministic LOAD_FAST init_cache LOAD_FAST output_attentions LOAD_FAST output_hidden_states LOAD_CONST ('deterministic', 'init_cache', 'output_attentions', 'output_hidden_states') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST hidden_state STORE_FAST all_hidden_states STORE_FAST attentions LOAD_FAST self LOAD_ATTR final_layer_norm LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD final_layer_norm LOAD_FAST hidden_state CALL_METHOD STORE_FAST hidden_state LOAD_FAST self LOAD_ATTR project_out LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD project_out LOAD_FAST hidden_state CALL_METHOD STORE_FAST hidden_state LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST all_hidden_states LOAD_FAST hidden_state BUILD_TUPLE INPLACE_ADD STORE_FAST all_hidden_states LOAD_FAST hidden_state LOAD_FAST all_hidden_states LOAD_FAST attentions BUILD_LIST STORE_FAST outputs LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7fa6d8d11270, file "f.py", line 497> LOAD_CONST 'FlaxOPTDecoder.__call__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST outputs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL FlaxBaseModelOutput LOAD_FAST hidden_state LOAD_FAST all_hidden_states LOAD_FAST attentions LOAD_CONST ('last_hidden_state', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTPreTrainedModel' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig STORE_NAME config_class LOAD_CONST 'model' STORE_NAME base_model_prefix LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'base_model_prefix' STORE_SUBSCR LOAD_CONST None STORE_NAME module_class LOAD_NAME nn LOAD_ATTR Module LOAD_NAME __annotations__ LOAD_CONST 'module_class' STORE_SUBSCR LOAD_CONST (1, 1) LOAD_CONST 0 LOAD_NAME jnp LOAD_ATTR float32 LOAD_CONST True BUILD_TUPLE LOAD_NAME OPTConfig LOAD_NAME Tuple LOAD_NAME int BINARY_SUBSCR LOAD_NAME int LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME bool LOAD_CONST ('config', 'input_shape', 'seed', 'dtype', '_do_init') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6dcb15300, file "f.py", line 511> LOAD_CONST 'FlaxOPTPreTrainedModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_NAME jax LOAD_ATTR random LOAD_ATTR PRNGKey LOAD_NAME Tuple LOAD_NAME FrozenDict LOAD_NAME FrozenDict LOAD_CONST ('rng', 'input_shape', 'params', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object init_weights at 0x7fa6dcb15f60, file "f.py", line 530> LOAD_CONST 'FlaxOPTPreTrainedModel.init_weights' MAKE_FUNCTION STORE_NAME init_weights LOAD_CONST <code object init_cache at 0x7fa6dcb155d0, file "f.py", line 563> LOAD_CONST 'FlaxOPTPreTrainedModel.init_cache' MAKE_FUNCTION STORE_NAME init_cache LOAD_CONST (None, None, None, None, None, None, None, None, True) LOAD_NAME jnp LOAD_ATTR ndarray LOAD_NAME Optional LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME jnp LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME dict LOAD_NAME dict LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME PRNGKey LOAD_NAME bool LOAD_CONST ('input_ids', 'attention_mask', 'position_ids', 'params', 'past_key_values', 'output_attentions', 'output_hidden_states', 'return_dict', 'dropout_rng', 'deterministic') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6a4ae49c0, file "f.py", line 588> LOAD_CONST 'FlaxOPTPreTrainedModel.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR module_class BUILD_TUPLE LOAD_FAST config LOAD_FAST dtype LOAD_CONST ('config', 'dtype') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST module LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST config LOAD_FAST module LOAD_FAST input_shape LOAD_FAST seed LOAD_FAST dtype LOAD_FAST _do_init LOAD_CONST ('input_shape', 'seed', 'dtype', '_do_init') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL jnp LOAD_ATTR zeros LOAD_FAST input_shape LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST input_ids LOAD_GLOBAL jnp LOAD_METHOD ones_like LOAD_FAST input_ids CALL_METHOD STORE_FAST attention_mask LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST sequence_length LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_GLOBAL jnp LOAD_METHOD arange LOAD_FAST sequence_length CALL_METHOD LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST batch_size LOAD_FAST sequence_length BUILD_TUPLE CALL_METHOD STORE_FAST position_ids LOAD_GLOBAL jax LOAD_ATTR random LOAD_METHOD split LOAD_FAST rng CALL_METHOD UNPACK_SEQUENCE STORE_FAST params_rng STORE_FAST dropout_rng LOAD_FAST params_rng LOAD_FAST dropout_rng LOAD_CONST ('params', 'dropout') BUILD_CONST_KEY_MAP STORE_FAST rngs LOAD_FAST self LOAD_ATTR module LOAD_ATTR init LOAD_FAST rngs LOAD_FAST input_ids LOAD_FAST attention_mask LOAD_FAST position_ids LOAD_CONST False LOAD_CONST ('return_dict',) CALL_FUNCTION STORE_FAST module_init_outputs LOAD_FAST module_init_outputs LOAD_CONST 'params' BINARY_SUBSCR STORE_FAST random_params LOAD_FAST params LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL flatten_dict LOAD_GLOBAL unfreeze LOAD_FAST random_params CALL_FUNCTION CALL_FUNCTION STORE_FAST random_params LOAD_GLOBAL flatten_dict LOAD_GLOBAL unfreeze LOAD_FAST params CALL_FUNCTION CALL_FUNCTION STORE_FAST params SETUP_LOOP to 184 LOAD_FAST self LOAD_ATTR _missing_keys GET_ITER FOR_ITER to 182 STORE_FAST missing_key LOAD_FAST random_params LOAD_FAST missing_key BINARY_SUBSCR LOAD_FAST params LOAD_FAST missing_key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR _missing_keys LOAD_GLOBAL freeze LOAD_GLOBAL unflatten_dict LOAD_FAST params CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST random_params RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL jnp LOAD_ATTR ones LOAD_FAST batch_size LOAD_FAST max_length BUILD_TUPLE LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST input_ids LOAD_GLOBAL jnp LOAD_ATTR ones_like LOAD_FAST input_ids LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST attention_mask LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_GLOBAL jnp LOAD_METHOD arange LOAD_GLOBAL jnp LOAD_METHOD atleast_2d LOAD_FAST input_ids CALL_METHOD LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD LOAD_FAST input_ids LOAD_ATTR shape CALL_METHOD STORE_FAST position_ids LOAD_FAST self LOAD_ATTR module LOAD_ATTR init LOAD_GLOBAL jax LOAD_ATTR random LOAD_METHOD PRNGKey LOAD_CONST 0 CALL_METHOD LOAD_FAST input_ids LOAD_FAST attention_mask LOAD_FAST position_ids LOAD_CONST False LOAD_CONST True LOAD_CONST ('return_dict', 'init_cache') CALL_FUNCTION STORE_FAST init_variables LOAD_GLOBAL unfreeze LOAD_FAST init_variables LOAD_CONST 'cache' BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_FAST output_attentions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output_attentions JUMP_FORWARD to 18 LOAD_FAST self LOAD_ATTR config LOAD_ATTR output_attentions STORE_FAST output_attentions LOAD_FAST output_hidden_states LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output_hidden_states JUMP_FORWARD to 38 LOAD_FAST self LOAD_ATTR config LOAD_ATTR output_hidden_states STORE_FAST output_hidden_states LOAD_FAST return_dict LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST return_dict JUMP_FORWARD to 58 LOAD_FAST self LOAD_ATTR config LOAD_ATTR return_dict STORE_FAST return_dict LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL jnp LOAD_METHOD ones_like LOAD_FAST input_ids CALL_METHOD STORE_FAST attention_mask LOAD_FAST position_ids LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST attention_mask LOAD_ATTR cumsum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_FAST attention_mask BINARY_MULTIPLY LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST position_ids LOAD_FAST dropout_rng LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST 'dropout' LOAD_FAST dropout_rng BUILD_MAP JUMP_FORWARD to 124 BUILD_MAP STORE_FAST rngs LOAD_CONST 'params' LOAD_FAST params JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR params BUILD_MAP STORE_FAST inputs LOAD_FAST past_key_values POP_JUMP_IF_FALSE LOAD_FAST past_key_values LOAD_FAST inputs LOAD_CONST 'cache' STORE_SUBSCR LOAD_CONST 'cache' BUILD_LIST STORE_FAST mutable JUMP_FORWARD to 164 LOAD_CONST False STORE_FAST mutable LOAD_FAST self LOAD_ATTR module LOAD_ATTR apply LOAD_FAST inputs LOAD_GLOBAL jnp LOAD_ATTR array LOAD_FAST input_ids LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL jnp LOAD_ATTR array LOAD_FAST attention_mask LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL jnp LOAD_ATTR array LOAD_FAST position_ids LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST output_attentions LOAD_FAST output_hidden_states LOAD_FAST return_dict LOAD_FAST deterministic LOAD_FAST rngs LOAD_FAST mutable LOAD_CONST ('input_ids', 'attention_mask', 'position_ids', 'output_attentions', 'output_hidden_states', 'return_dict', 'deterministic', 'rngs', 'mutable') CALL_FUNCTION STORE_FAST outputs LOAD_FAST past_key_values LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST return_dict EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST outputs UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST past_key_values LOAD_GLOBAL unfreeze LOAD_FAST past_key_values LOAD_CONST 'cache' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST outputs LOAD_CONST 'past_key_values' STORE_SUBSCR LOAD_FAST outputs RETURN_VALUE LOAD_FAST past_key_values LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST return_dict EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST outputs UNPACK_SEQUENCE STORE_FAST outputs STORE_FAST past_key_values LOAD_FAST outputs LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL unfreeze LOAD_FAST past_key_values LOAD_CONST 'cache' BINARY_SUBSCR CALL_FUNCTION BUILD_TUPLE BINARY_ADD LOAD_FAST outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTModule' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST <code object setup at 0x7fa6a4ae48a0, file "f.py", line 659> LOAD_CONST 'FlaxOPTModule.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST <code object _get_decoder_module at 0x7fa6a4ae46f0, file "f.py", line 662> LOAD_CONST 'FlaxOPTModule._get_decoder_module' MAKE_FUNCTION STORE_NAME _get_decoder_module LOAD_CONST (False, False, True, True, False) LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('output_attentions', 'output_hidden_states', 'return_dict', 'deterministic') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6a4ae4390, file "f.py", line 665> LOAD_CONST 'FlaxOPTModule.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL FlaxOPTDecoder LOAD_FAST self LOAD_ATTR config LOAD_FAST self LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR decoder LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR decoder RETURN_VALUE LOAD_FAST self LOAD_ATTR decoder LOAD_FAST input_ids LOAD_FAST attention_mask LOAD_FAST position_ids LOAD_FAST output_attentions LOAD_FAST output_hidden_states LOAD_FAST return_dict LOAD_FAST deterministic LOAD_FAST init_cache LOAD_CONST ('input_ids', 'attention_mask', 'position_ids', 'output_attentions', 'output_hidden_states', 'return_dict', 'deterministic', 'init_cache') CALL_FUNCTION STORE_FAST decoder_outputs LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_FAST decoder_outputs RETURN_VALUE LOAD_GLOBAL FlaxBaseModelOutput LOAD_FAST decoder_outputs LOAD_ATTR last_hidden_state LOAD_FAST decoder_outputs LOAD_ATTR hidden_states LOAD_FAST decoder_outputs LOAD_ATTR attentions LOAD_CONST ('last_hidden_state', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTModel' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_NAME FlaxOPTModule STORE_NAME module_class LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTForCausalLMModule' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME OPTConfig LOAD_NAME __annotations__ LOAD_CONST 'config' STORE_SUBSCR LOAD_NAME jnp LOAD_ATTR float32 STORE_NAME dtype LOAD_NAME jnp LOAD_ATTR dtype LOAD_NAME __annotations__ LOAD_CONST 'dtype' STORE_SUBSCR LOAD_CONST <code object setup at 0x7fa6a4ae4ae0, file "f.py", line 716> LOAD_CONST 'FlaxOPTForCausalLMModule.setup' MAKE_FUNCTION STORE_NAME setup LOAD_CONST (False, False, False, True, True) LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('init_cache', 'output_attentions', 'output_hidden_states', 'return_dict', 'deterministic') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fa6a4ae45d0, file "f.py", line 725> LOAD_CONST 'FlaxOPTForCausalLMModule.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL FlaxOPTModule LOAD_FAST self LOAD_ATTR config LOAD_FAST self LOAD_ATTR dtype LOAD_CONST ('config', 'dtype') CALL_FUNCTION LOAD_FAST self STORE_ATTR model LOAD_GLOBAL nn LOAD_ATTR Dense LOAD_FAST self LOAD_ATTR config LOAD_ATTR vocab_size LOAD_CONST False LOAD_FAST self LOAD_ATTR dtype LOAD_GLOBAL jax LOAD_ATTR nn LOAD_ATTR initializers LOAD_METHOD normal LOAD_FAST self LOAD_ATTR config LOAD_ATTR init_std CALL_METHOD LOAD_CONST ('use_bias', 'dtype', 'kernel_init') CALL_FUNCTION LOAD_FAST self STORE_ATTR lm_head LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_FAST input_ids LOAD_FAST attention_mask LOAD_FAST position_ids LOAD_FAST init_cache LOAD_FAST output_attentions LOAD_FAST output_hidden_states LOAD_FAST return_dict LOAD_FAST deterministic LOAD_CONST ('init_cache', 'output_attentions', 'output_hidden_states', 'return_dict', 'deterministic') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST hidden_states LOAD_FAST self LOAD_ATTR config LOAD_ATTR tie_word_embeddings POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR model LOAD_ATTR variables LOAD_CONST 'params' BINARY_SUBSCR LOAD_CONST 'decoder' BINARY_SUBSCR LOAD_CONST 'embed_tokens' BINARY_SUBSCR LOAD_CONST 'embedding' BINARY_SUBSCR STORE_FAST shared_embedding LOAD_FAST self LOAD_ATTR lm_head LOAD_METHOD apply LOAD_CONST 'params' LOAD_CONST 'kernel' LOAD_FAST shared_embedding LOAD_ATTR T BUILD_MAP BUILD_MAP LOAD_FAST hidden_states CALL_METHOD STORE_FAST lm_logits JUMP_FORWARD to 102 LOAD_FAST self LOAD_METHOD lm_head LOAD_FAST hidden_states CALL_METHOD STORE_FAST lm_logits LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_FAST lm_logits BUILD_TUPLE LOAD_FAST outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD RETURN_VALUE LOAD_GLOBAL FlaxMaskedLMOutput LOAD_FAST lm_logits LOAD_FAST outputs LOAD_ATTR hidden_states LOAD_FAST outputs LOAD_ATTR attentions LOAD_CONST ('logits', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlaxOPTForCausalLM' STORE_NAME __qualname__ LOAD_NAME FlaxOPTForCausalLMModule STORE_NAME module_class LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME jax LOAD_ATTR Array BINARY_SUBSCR LOAD_CONST ('attention_mask',) BUILD_CONST_KEY_MAP LOAD_CONST <code object prepare_inputs_for_generation at 0x7fa6a4ae4d20, file "f.py", line 779> LOAD_CONST 'FlaxOPTForCausalLM.prepare_inputs_for_generation' MAKE_FUNCTION STORE_NAME prepare_inputs_for_generation LOAD_CONST <code object update_inputs_for_generation at 0x7fa6a4ae4f60, file "f.py", line 803> LOAD_CONST 'FlaxOPTForCausalLM.update_inputs_for_generation' MAKE_FUNCTION STORE_NAME update_inputs_for_generation LOAD_CONST None RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST seq_length LOAD_FAST self LOAD_METHOD init_cache LOAD_FAST batch_size LOAD_FAST max_length CALL_METHOD STORE_FAST past_key_values LOAD_GLOBAL jnp LOAD_ATTR ones LOAD_FAST batch_size LOAD_FAST max_length BUILD_TUPLE LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST extended_attention_mask LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST attention_mask LOAD_ATTR cumsum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST position_ids LOAD_GLOBAL lax LOAD_METHOD dynamic_update_slice LOAD_FAST extended_attention_mask LOAD_FAST attention_mask LOAD_CONST (0, 0) CALL_METHOD STORE_FAST extended_attention_mask JUMP_FORWARD to 118 LOAD_GLOBAL jnp LOAD_METHOD broadcast_to LOAD_GLOBAL jnp LOAD_ATTR arange LOAD_FAST seq_length LOAD_CONST 'i4' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST batch_size LOAD_FAST seq_length BUILD_TUPLE CALL_METHOD STORE_FAST position_ids LOAD_FAST past_key_values LOAD_FAST extended_attention_mask LOAD_FAST position_ids LOAD_CONST ('past_key_values', 'attention_mask', 'position_ids') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST model_outputs LOAD_ATTR past_key_values LOAD_FAST model_kwargs LOAD_CONST 'past_key_values' STORE_SUBSCR LOAD_FAST model_kwargs LOAD_CONST 'position_ids' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1 BINARY_ADD LOAD_FAST model_kwargs LOAD_CONST 'position_ids' STORE_SUBSCR LOAD_FAST model_kwargs RETURN_VALUE
""" Flax OPT model.""" from functools import partial from typing import Optional, Tuple import flax.linen as nn import jax import jax.numpy as jnp from flax.core.frozen_dict import FrozenDict, freeze, unfreeze from flax.linen import combine_masks, make_causal_mask from flax.linen.attention import dot_product_attention_weights from flax.traverse_util import flatten_dict, unflatten_dict from jax import lax from jax.random import PRNGKey from ...modeling_flax_outputs import FlaxBaseModelOutput, FlaxMaskedLMOutput from ...modeling_flax_utils import ( ACT2FN, FlaxPreTrainedModel, append_call_sample_docstring, ) from ...utils import add_start_docstrings, logging from .configuration_opt import OPTConfig logger = logging.get_logger(__name__) _CHECKPOINT_FOR_DOC = "facebook/opt-350m" _CONFIG_FOR_DOC = "OPTConfig" OPT_START_DOCSTRING = r""" This model inherits from [`FlaxPreTrainedModel`]. Check the superclass documentation for the generic methods the library implements for all its model (such as downloading or saving, resizing the input embeddings, pruning heads etc.) This model is also a Flax Linen [flax.nn.Module](https://flax.readthedocs.io/en/latest/_autosummary/flax.nn.module.html) subclass. Use it as a regular Flax Module and refer to the Flax documentation for all matter related to general usage and behavior. Finally, this model supports inherent JAX features such as: - [Just-In-Time (JIT) compilation](https://jax.readthedocs.io/en/latest/jax.html#just-in-time-compilation-jit) - [Automatic Differentiation](https://jax.readthedocs.io/en/latest/jax.html#automatic-differentiation) - [Vectorization](https://jax.readthedocs.io/en/latest/jax.html#vectorization-vmap) - [Parallelization](https://jax.readthedocs.io/en/latest/jax.html#parallelization-pmap) Parameters: config ([`OPTConfig`]): Model configuration class with all the parameters of the model. Initializing with a config file does not load the weights associated with the model, only the configuration. Check out the [`~FlaxPreTrainedModel.from_pretrained`] method to load the model weights. dtype (`jax.numpy.dtype`, *optional*, defaults to `jax.numpy.float32`): The data type of the computation. Can be one of `jax.numpy.float32`, `jax.numpy.float16` (on GPUs) and `jax.numpy.bfloat16` (on TPUs). This can be used to enable mixed-precision training or half-precision inference on GPUs or TPUs. If specified all the computation will be performed with the given `dtype`. **Note that this only specifies the dtype of the computation and does not influence the dtype of model parameters.** If you wish to change the dtype of the model parameters, see [`~FlaxPreTrainedModel.to_fp16`] and [`~FlaxPreTrainedModel.to_bf16`]. """ OPT_INPUTS_DOCSTRING = r""" Args: input_ids (`jnp.ndarray` of shape `(batch_size, sequence_length)`): Indices of input sequence tokens in the vocabulary. Padding will be ignored by default should you provide it. Indices can be obtained using [`AutoTokenizer`]. See [`PreTrainedTokenizer.encode`] and [`PreTrainedTokenizer.__call__`] for details. [What are input IDs?](../glossary#input-ids) attention_mask (`jnp.ndarray` of shape `(batch_size, sequence_length)`, *optional*): Mask to avoid performing attention on padding token indices. Mask values selected in `[0, 1]`: - 1 for tokens that are **not masked**, - 0 for tokens that are **masked**. [What are attention masks?](../glossary#attention-mask) position_ids (`numpy.ndarray` of shape `(batch_size, sequence_length)`, *optional*): Indices of positions of each input sequence tokens in the position embeddings. Selected in the range `[0, config.max_position_embeddings - 1]`. output_attentions (`bool`, *optional*): Whether or not to return the attentions tensors of all attention layers. See `attentions` under returned tensors for more detail. output_hidden_states (`bool`, *optional*): Whether or not to return the hidden states of all layers. See `hidden_states` under returned tensors for more detail. return_dict (`bool`, *optional*): Whether or not to return a [`~utils.ModelOutput`] instead of a plain tuple. """ class FlaxOPTAttention(nn.Module): config: OPTConfig embed_dim: int num_heads: int dropout: float = 0.0 causal: bool = False bias: bool = True dtype: jnp.dtype = jnp.float32 # the dtype of the computation def setup(self) -> None: self.head_dim = self.embed_dim // self.num_heads if self.head_dim * self.num_heads != self.embed_dim: raise ValueError( f"embed_dim must be divisible by num_heads (got `embed_dim`: {self.embed_dim}" f" and `num_heads`: {self.num_heads})." ) dense = partial( nn.Dense, self.embed_dim, use_bias=self.bias, dtype=self.dtype, kernel_init=jax.nn.initializers.normal(self.config.init_std), ) self.q_proj, self.k_proj, self.v_proj = dense(), dense(), dense() self.out_proj = dense() self.dropout_layer = nn.Dropout(rate=self.dropout) if self.causal: self.causal_mask = make_causal_mask( jnp.ones((1, self.config.max_position_embeddings), dtype="bool"), dtype="bool", ) def _split_heads(self, hidden_states): return hidden_states.reshape( hidden_states.shape[:2] + (self.num_heads, self.head_dim) ) def _merge_heads(self, hidden_states): return hidden_states.reshape(hidden_states.shape[:2] + (self.embed_dim,)) @nn.compact def _concatenate_to_cache(self, key, value, query, attention_mask): """ This function takes projected key, value states from a single input token and concatenates the states to cached states from previous steps. This function is slighly adapted from the official Flax repository: https://github.com/google/flax/blob/491ce18759622506588784b4fca0e4bf05f8c8cd/flax/linen/attention.py#L252 """ is_initialized = self.has_variable("cache", "cached_key") cached_key = self.variable( "cache", "cached_key", jnp.zeros, key.shape, key.dtype ) cached_value = self.variable( "cache", "cached_value", jnp.zeros, value.shape, value.dtype ) cache_index = self.variable( "cache", "cache_index", lambda: jnp.array(0, dtype=jnp.int32) ) if is_initialized: *batch_dims, max_length, num_heads, depth_per_head = cached_key.value.shape cur_index = cache_index.value indices = (0,) * len(batch_dims) + (cur_index, 0, 0) key = lax.dynamic_update_slice(cached_key.value, key, indices) value = lax.dynamic_update_slice(cached_value.value, value, indices) cached_key.value = key cached_value.value = value num_updated_cache_vectors = query.shape[1] cache_index.value = cache_index.value + num_updated_cache_vectors pad_mask = jnp.broadcast_to( jnp.arange(max_length) < cur_index + num_updated_cache_vectors, tuple(batch_dims) + (1, num_updated_cache_vectors, max_length), ) attention_mask = combine_masks(pad_mask, attention_mask) return key, value, attention_mask def __call__( self, hidden_states: jnp.ndarray, key_value_states: Optional[jnp.ndarray] = None, attention_mask: Optional[jnp.ndarray] = None, init_cache: bool = False, deterministic: bool = True, ) -> Tuple[jnp.ndarray]: """Input shape: Batch x Time x Channel""" is_cross_attention = key_value_states is not None batch_size = hidden_states.shape[0] query_states = self.q_proj(hidden_states) if is_cross_attention: key_states = self.k_proj(key_value_states) value_states = self.v_proj(key_value_states) else: key_states = self.k_proj(hidden_states) value_states = self.v_proj(hidden_states) query_states = self._split_heads(query_states) key_states = self._split_heads(key_states) value_states = self._split_heads(value_states) if self.causal: query_length, key_length = query_states.shape[1], key_states.shape[1] if self.has_variable("cache", "cached_key"): mask_shift = self.variables["cache"]["cache_index"] max_decoder_length = self.variables["cache"]["cached_key"].shape[1] causal_mask = lax.dynamic_slice( self.causal_mask, (0, 0, mask_shift, 0), (1, 1, query_length, max_decoder_length), ) else: causal_mask = self.causal_mask[:, :, :query_length, :key_length] causal_mask = jnp.broadcast_to( causal_mask, (batch_size,) + causal_mask.shape[1:] ) if attention_mask is not None and self.causal: attention_mask = jnp.broadcast_to( jnp.expand_dims(attention_mask, axis=(-3, -2)), causal_mask.shape ) attention_mask = combine_masks(attention_mask, causal_mask) elif self.causal: attention_mask = causal_mask elif attention_mask is not None: attention_mask = jnp.expand_dims(attention_mask, axis=(-3, -2)) if self.causal and (self.has_variable("cache", "cached_key") or init_cache): key_states, value_states, attention_mask = self._concatenate_to_cache( key_states, value_states, query_states, attention_mask ) if attention_mask is not None: attention_bias = lax.select( attention_mask > 0, jnp.full(attention_mask.shape, 0.0).astype(self.dtype), jnp.full(attention_mask.shape, jnp.finfo(self.dtype).min).astype( self.dtype ), ) else: attention_bias = None dropout_rng = None if not deterministic and self.dropout > 0.0: dropout_rng = self.make_rng("dropout") attn_weights = dot_product_attention_weights( query_states, key_states, bias=attention_bias, dropout_rng=dropout_rng, dropout_rate=self.dropout, broadcast_dropout=True, deterministic=deterministic, dtype=self.dtype, precision=None, ) attn_output = jnp.einsum("...hqk,...khd->...qhd", attn_weights, value_states) attn_output = self._merge_heads(attn_output) attn_output = self.out_proj(attn_output) return attn_output, attn_weights class FlaxOPTDecoderLayer(nn.Module): config: OPTConfig dtype: jnp.dtype = jnp.float32 def setup(self) -> None: self.embed_dim = self.config.hidden_size self.self_attn = FlaxOPTAttention( config=self.config, embed_dim=self.embed_dim, num_heads=self.config.num_attention_heads, dropout=self.config.attention_dropout, causal=True, dtype=self.dtype, ) self.do_layer_norm_before = self.config.do_layer_norm_before self.dropout_layer = nn.Dropout(rate=self.config.dropout) self.activation_fn = ACT2FN[self.config.activation_function] self.self_attn_layer_norm = nn.LayerNorm(dtype=self.dtype, epsilon=1e-05) self.fc1 = nn.Dense( self.config.ffn_dim, dtype=self.dtype, kernel_init=jax.nn.initializers.normal(self.config.init_std), ) self.fc2 = nn.Dense( self.embed_dim, dtype=self.dtype, kernel_init=jax.nn.initializers.normal(self.config.init_std), ) self.final_layer_norm = nn.LayerNorm(dtype=self.dtype, epsilon=1e-05) def __call__( self, hidden_states: jnp.ndarray, attention_mask: jnp.ndarray, init_cache: bool = False, output_attentions: bool = True, deterministic: bool = True, ) -> Tuple[jnp.ndarray]: residual = hidden_states if self.do_layer_norm_before: hidden_states = self.self_attn_layer_norm(hidden_states) hidden_states, self_attn_weights = self.self_attn( hidden_states=hidden_states, attention_mask=attention_mask, init_cache=init_cache, deterministic=deterministic, ) hidden_states = self.dropout_layer(hidden_states, deterministic=deterministic) hidden_states = residual + hidden_states if not self.do_layer_norm_before: hidden_states = self.self_attn_layer_norm(hidden_states) hidden_states_shape = hidden_states.shape hidden_states = hidden_states.reshape(-1, hidden_states.shape[-1]) residual = hidden_states if self.do_layer_norm_before: hidden_states = self.final_layer_norm(hidden_states) hidden_states = self.fc1(hidden_states) hidden_states = self.activation_fn(hidden_states) hidden_states = self.fc2(hidden_states) hidden_states = self.dropout_layer(hidden_states, deterministic=deterministic) hidden_states = (residual + hidden_states).reshape(hidden_states_shape) if not self.do_layer_norm_before: hidden_states = self.final_layer_norm(hidden_states) outputs = (hidden_states,) if output_attentions: outputs += (self_attn_weights,) return outputs class FlaxOPTDecoderLayerCollection(nn.Module): config: OPTConfig dtype: jnp.dtype = jnp.float32 # the dtype of the computation def setup(self): self.layers = [ FlaxOPTDecoderLayer(self.config, name=str(i), dtype=self.dtype) for i in range(self.config.num_hidden_layers) ] self.layerdrop = self.config.layerdrop def __call__( self, hidden_states, attention_mask, deterministic: bool = True, init_cache: bool = False, output_attentions: bool = False, output_hidden_states: bool = False, ): all_hidden_states = () if output_hidden_states else None all_self_attns = () if output_attentions else None for decoder_layer in self.layers: if output_hidden_states: all_hidden_states += (hidden_states,) layer_outputs = decoder_layer( hidden_states, attention_mask=attention_mask, init_cache=init_cache, output_attentions=output_attentions, deterministic=deterministic, ) hidden_states = layer_outputs[0] if output_attentions: all_self_attns += (layer_outputs[1],) outputs = [hidden_states, all_hidden_states, all_self_attns] return outputs class FlaxOPTLearnedPositionalEmbedding(nn.Embed): """ This module learns positional embeddings up to a fixed maximum size. """ def setup(self): self.offset = 2 self.embedding = self.param( "embedding", self.embedding_init, (self.num_embeddings + self.offset, self.features), self.param_dtype, ) def __call__(self, positions): """`input_ids_shape` is expected to be [bsz x seqlen].""" return super().__call__(positions + self.offset) class FlaxOPTDecoder(nn.Module): config: OPTConfig dtype: jnp.dtype = jnp.float32 # the dtype of the computation offset: int = 2 def setup(self): self.dropout_layer = nn.Dropout(rate=self.config.dropout) embed_dim = self.config.hidden_size self.padding_idx = self.config.pad_token_id self.max_target_positions = self.config.max_position_embeddings self.embed_tokens = nn.Embed( self.config.vocab_size, self.config.word_embed_proj_dim, embedding_init=jax.nn.initializers.normal(self.config.init_std), dtype=self.dtype, ) self.embed_positions = FlaxOPTLearnedPositionalEmbedding( self.config.max_position_embeddings, embed_dim, embedding_init=jax.nn.initializers.normal(self.config.init_std), dtype=self.dtype, ) if self.config.word_embed_proj_dim != self.config.hidden_size: self.project_in = nn.Dense(self.config.hidden_size, use_bias=False) self.project_out = nn.Dense(self.config.word_embed_proj_dim, use_bias=False) else: self.project_in = None self.project_out = None if ( self.config.do_layer_norm_before and not self.config._remove_final_layer_norm ): self.final_layer_norm = nn.LayerNorm(dtype=self.dtype, epsilon=1e-05) else: self.final_layer_norm = None self.layers = FlaxOPTDecoderLayerCollection(self.config, self.dtype) def __call__( self, input_ids, attention_mask, position_ids, init_cache: bool = False, output_attentions: bool = False, output_hidden_states: bool = False, return_dict: bool = True, deterministic: bool = True, ): input_shape = input_ids.shape input_ids = input_ids.reshape(-1, input_shape[-1]) inputs_embeds = self.embed_tokens(input_ids) if self.project_in is not None: inputs_embeds = self.project_in(inputs_embeds) positions = self.embed_positions(position_ids) hidden_states = inputs_embeds + positions hidden_state, all_hidden_states, attentions = self.layers( hidden_states, attention_mask, deterministic=deterministic, init_cache=init_cache, output_attentions=output_attentions, output_hidden_states=output_hidden_states, ) if self.final_layer_norm is not None: hidden_state = self.final_layer_norm(hidden_state) if self.project_out is not None: hidden_state = self.project_out(hidden_state) if output_hidden_states: all_hidden_states += (hidden_state,) outputs = [hidden_state, all_hidden_states, attentions] if not return_dict: return tuple(v for v in outputs if v is not None) return FlaxBaseModelOutput( last_hidden_state=hidden_state, hidden_states=all_hidden_states, attentions=attentions, ) class FlaxOPTPreTrainedModel(FlaxPreTrainedModel): config_class = OPTConfig base_model_prefix: str = "model" module_class: nn.Module = None def __init__( self, config: OPTConfig, input_shape: Tuple[int] = (1, 1), seed: int = 0, dtype: jnp.dtype = jnp.float32, _do_init: bool = True, **kwargs, ): module = self.module_class(config=config, dtype=dtype, **kwargs) super().__init__( config, module, input_shape=input_shape, seed=seed, dtype=dtype, _do_init=_do_init, ) def init_weights( self, rng: jax.random.PRNGKey, input_shape: Tuple, params: FrozenDict = None ) -> FrozenDict: input_ids = jnp.zeros(input_shape, dtype="i4") attention_mask = jnp.ones_like(input_ids) batch_size, sequence_length = input_ids.shape position_ids = jnp.broadcast_to( jnp.arange(sequence_length)[None, :], (batch_size, sequence_length) ) params_rng, dropout_rng = jax.random.split(rng) rngs = {"params": params_rng, "dropout": dropout_rng} module_init_outputs = self.module.init( rngs, input_ids, attention_mask, position_ids, return_dict=False, ) random_params = module_init_outputs["params"] if params is not None: random_params = flatten_dict(unfreeze(random_params)) params = flatten_dict(unfreeze(params)) for missing_key in self._missing_keys: params[missing_key] = random_params[missing_key] self._missing_keys = set() return freeze(unflatten_dict(params)) else: return random_params def init_cache(self, batch_size, max_length): r""" Args: batch_size (`int`): batch_size used for fast auto-regressive decoding. Defines the batch size of the initialized cache. max_length (`int`): maximum possible length for auto-regressive decoding. Defines the sequence length of the initialized cache. """ input_ids = jnp.ones((batch_size, max_length), dtype="i4") attention_mask = jnp.ones_like(input_ids, dtype="i4") position_ids = jnp.broadcast_to( jnp.arange(jnp.atleast_2d(input_ids).shape[-1]), input_ids.shape ) init_variables = self.module.init( jax.random.PRNGKey(0), input_ids, attention_mask, position_ids, return_dict=False, init_cache=True, ) return unfreeze(init_variables["cache"]) def __call__( self, input_ids: jnp.ndarray, attention_mask: Optional[jnp.ndarray] = None, position_ids: Optional[jnp.ndarray] = None, params: dict = None, past_key_values: dict = None, output_attentions: Optional[bool] = None, output_hidden_states: Optional[bool] = None, return_dict: Optional[bool] = None, dropout_rng: PRNGKey = None, deterministic: bool = True, ): output_attentions = ( output_attentions if output_attentions is not None else self.config.output_attentions ) output_hidden_states = ( output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states ) return_dict = ( return_dict if return_dict is not None else self.config.return_dict ) if attention_mask is None: attention_mask = jnp.ones_like(input_ids) if position_ids is None: position_ids = (attention_mask.cumsum(axis=1) * attention_mask) - 1 rngs = {"dropout": dropout_rng} if dropout_rng is not None else {} inputs = {"params": params or self.params} if past_key_values: inputs["cache"] = past_key_values mutable = ["cache"] else: mutable = False outputs = self.module.apply( inputs, input_ids=jnp.array(input_ids, dtype="i4"), attention_mask=jnp.array(attention_mask, dtype="i4"), position_ids=jnp.array(position_ids, dtype="i4"), output_attentions=output_attentions, output_hidden_states=output_hidden_states, return_dict=return_dict, deterministic=deterministic, rngs=rngs, mutable=mutable, ) if past_key_values is not None and return_dict: outputs, past_key_values = outputs outputs["past_key_values"] = unfreeze(past_key_values["cache"]) return outputs elif past_key_values is not None and not return_dict: outputs, past_key_values = outputs outputs = outputs[:1] + (unfreeze(past_key_values["cache"]),) + outputs[1:] return outputs class FlaxOPTModule(nn.Module): config: OPTConfig dtype: jnp.dtype = jnp.float32 # the dtype of the computation def setup(self): self.decoder = FlaxOPTDecoder(self.config, dtype=self.dtype) def _get_decoder_module(self): return self.decoder def __call__( self, input_ids, attention_mask, position_ids, output_attentions: bool = False, output_hidden_states: bool = False, return_dict: bool = True, deterministic: bool = True, init_cache=False, ): decoder_outputs = self.decoder( input_ids=input_ids, attention_mask=attention_mask, position_ids=position_ids, output_attentions=output_attentions, output_hidden_states=output_hidden_states, return_dict=return_dict, deterministic=deterministic, init_cache=init_cache, ) if not return_dict: return decoder_outputs return FlaxBaseModelOutput( last_hidden_state=decoder_outputs.last_hidden_state, hidden_states=decoder_outputs.hidden_states, attentions=decoder_outputs.attentions, ) class FlaxOPTModel(FlaxOPTPreTrainedModel): config: OPTConfig dtype: jnp.dtype = jnp.float32 # the dtype of the computation module_class = FlaxOPTModule append_call_sample_docstring( FlaxOPTModel, _CHECKPOINT_FOR_DOC, FlaxBaseModelOutput, _CONFIG_FOR_DOC ) @add_start_docstrings( "The bare OPT Model transformer outputting raw hidden-states without any specific head on top.", OPT_START_DOCSTRING, ) class FlaxOPTForCausalLMModule(nn.Module): config: OPTConfig dtype: jnp.dtype = jnp.float32 def setup(self): self.model = FlaxOPTModule(config=self.config, dtype=self.dtype) self.lm_head = nn.Dense( self.config.vocab_size, use_bias=False, dtype=self.dtype, kernel_init=jax.nn.initializers.normal(self.config.init_std), ) def __call__( self, input_ids, attention_mask, position_ids, init_cache: bool = False, output_attentions: bool = False, output_hidden_states: bool = False, return_dict: bool = True, deterministic: bool = True, ): outputs = self.model( input_ids, attention_mask, position_ids, init_cache=init_cache, output_attentions=output_attentions, output_hidden_states=output_hidden_states, return_dict=return_dict, deterministic=deterministic, ) hidden_states = outputs[0] if self.config.tie_word_embeddings: shared_embedding = self.model.variables["params"]["decoder"][ "embed_tokens" ]["embedding"] lm_logits = self.lm_head.apply( {"params": {"kernel": shared_embedding.T}}, hidden_states ) else: lm_logits = self.lm_head(hidden_states) if not return_dict: return (lm_logits,) + outputs[1:] return FlaxMaskedLMOutput( logits=lm_logits, hidden_states=outputs.hidden_states, attentions=outputs.attentions, ) @add_start_docstrings( """ OPT Model with a language modeling head on top (linear layer with weights tied to the input embeddings) e.g for autoregressive tasks. """, OPT_START_DOCSTRING, ) class FlaxOPTForCausalLM(FlaxOPTPreTrainedModel): module_class = FlaxOPTForCausalLMModule def prepare_inputs_for_generation( self, input_ids, max_length, attention_mask: Optional[jax.Array] = None ): batch_size, seq_length = input_ids.shape past_key_values = self.init_cache(batch_size, max_length) extended_attention_mask = jnp.ones((batch_size, max_length), dtype="i4") if attention_mask is not None: position_ids = attention_mask.cumsum(axis=1) - 1 extended_attention_mask = lax.dynamic_update_slice( extended_attention_mask, attention_mask, (0, 0) ) else: position_ids = jnp.broadcast_to( jnp.arange(seq_length, dtype="i4")[None, :], (batch_size, seq_length) ) return { "past_key_values": past_key_values, "attention_mask": extended_attention_mask, "position_ids": position_ids, } def update_inputs_for_generation(self, model_outputs, model_kwargs): model_kwargs["past_key_values"] = model_outputs.past_key_values model_kwargs["position_ids"] = model_kwargs["position_ids"][:, -1:] + 1 return model_kwargs append_call_sample_docstring( FlaxOPTForCausalLM, _CHECKPOINT_FOR_DOC, FlaxBaseModelOutput, _CONFIG_FOR_DOC, )
data/transformers-4.37.2/src/transformers/models/opt/modeling_flax_opt.py
13,905
9,036
50,044
LOAD_CONST '\n`FTPHost` is the central class of the `ftputil` library.\n\nSee `__init__.py` for an example.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME errno STORE_NAME errno LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftplib STORE_NAME ftplib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME stat STORE_NAME stat LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.error STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.file STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.file_transfer STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.path STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.path_encoding STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.session STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.stat STORE_NAME ftputil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ftputil.tool STORE_NAME ftputil LOAD_CONST 'FTPHost' BUILD_LIST STORE_NAME __all__ LOAD_NAME ftputil LOAD_ATTR path_encoding LOAD_ATTR RUNNING_UNDER_PY39_AND_UP POP_JUMP_IF_FALSE LOAD_BUILD_CLASS LOAD_CONST <code object default_session_factory at 0x7fab541d39c0, file "f.py", line 29> LOAD_CONST 'default_session_factory' MAKE_FUNCTION LOAD_CONST 'default_session_factory' LOAD_NAME ftplib LOAD_ATTR FTP CALL_FUNCTION STORE_NAME default_session_factory JUMP_FORWARD to 156 LOAD_NAME ftplib LOAD_ATTR FTP STORE_NAME default_session_factory LOAD_BUILD_CLASS LOAD_CONST <code object FTPHost at 0x7fab41349db0, file "f.py", line 43> LOAD_CONST 'FTPHost' MAKE_FUNCTION LOAD_CONST 'FTPHost' CALL_FUNCTION STORE_NAME FTPHost LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'default_session_factory' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab541d3420, file "f.py", line 30> LOAD_CONST 'default_session_factory.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST 'encoding' LOAD_FAST kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ftputil LOAD_ATTR path_encoding LOAD_ATTR DEFAULT_ENCODING STORE_FAST encoding LOAD_FAST encoding LOAD_FAST kwargs LOAD_CONST 'encoding' STORE_SUBSCR LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR session LOAD_METHOD _maybe_send_opts_utf8_on LOAD_FAST self LOAD_FAST kwargs LOAD_CONST 'encoding' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FTPHost' STORE_NAME __qualname__ LOAD_CONST '\n FTP host class.\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab40d80c90, file "f.py", line 48> LOAD_CONST 'FTPHost.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object keep_alive at 0x7fab40d804b0, file "f.py", line 71> LOAD_CONST 'FTPHost.keep_alive' MAKE_FUNCTION STORE_NAME keep_alive LOAD_CONST <code object _make_session at 0x7fab41c98ae0, file "f.py", line 83> LOAD_CONST 'FTPHost._make_session' MAKE_FUNCTION STORE_NAME _make_session LOAD_CONST <code object _copy at 0x7fab41c985d0, file "f.py", line 100> LOAD_CONST 'FTPHost._copy' MAKE_FUNCTION STORE_NAME _copy LOAD_CONST <code object _available_child at 0x7fab0024db70, file "f.py", line 106> LOAD_CONST 'FTPHost._available_child' MAKE_FUNCTION STORE_NAME _available_child LOAD_CONST ('r', None, None, None, None) LOAD_CONST None LOAD_CONST ('rest',) BUILD_CONST_KEY_MAP LOAD_CONST <code object open at 0x7fab0024d8a0, file "f.py", line 128> LOAD_CONST 'FTPHost.open' MAKE_FUNCTION STORE_NAME open LOAD_CONST <code object close at 0x7fab0024d810, file "f.py", line 185> LOAD_CONST 'FTPHost.close' MAKE_FUNCTION STORE_NAME close LOAD_CONST <code object set_parser at 0x7fab0024ddb0, file "f.py", line 202> LOAD_CONST 'FTPHost.set_parser' MAKE_FUNCTION STORE_NAME set_parser LOAD_NAME staticmethod LOAD_CONST <code object __rounded_time_shift at 0x7fab0024d9c0, file "f.py", line 227> LOAD_CONST 'FTPHost.__rounded_time_shift' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _FTPHost__rounded_time_shift LOAD_CONST <code object __assert_valid_time_shift at 0x7fab0024dc00, file "f.py", line 243> LOAD_CONST 'FTPHost.__assert_valid_time_shift' MAKE_FUNCTION STORE_NAME _FTPHost__assert_valid_time_shift LOAD_CONST <code object set_time_shift at 0x7fab0024dc90, file "f.py", line 263> LOAD_CONST 'FTPHost.set_time_shift' MAKE_FUNCTION STORE_NAME set_time_shift LOAD_CONST <code object time_shift at 0x7fab0024df60, file "f.py", line 282> LOAD_CONST 'FTPHost.time_shift' MAKE_FUNCTION STORE_NAME time_shift LOAD_CONST <code object synchronize_times at 0x7fab0024d5d0, file "f.py", line 289> LOAD_CONST 'FTPHost.synchronize_times' MAKE_FUNCTION STORE_NAME synchronize_times LOAD_NAME staticmethod LOAD_NAME ftputil LOAD_ATTR file_transfer LOAD_ATTR MAX_COPY_CHUNK_SIZE LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object copyfileobj at 0x7fab0024d6f0, file "f.py", line 334> LOAD_CONST 'FTPHost.copyfileobj' MAKE_FUNCTION CALL_FUNCTION STORE_NAME copyfileobj LOAD_CONST <code object _upload_files at 0x7fab0024da50, file "f.py", line 346> LOAD_CONST 'FTPHost._upload_files' MAKE_FUNCTION STORE_NAME _upload_files LOAD_CONST (None,) LOAD_CONST <code object upload at 0x7fab423b2270, file "f.py", line 358> LOAD_CONST 'FTPHost.upload' MAKE_FUNCTION STORE_NAME upload LOAD_CONST (None,) LOAD_CONST <code object upload_if_newer at 0x7fab423b2810, file "f.py", line 376> LOAD_CONST 'FTPHost.upload_if_newer' MAKE_FUNCTION STORE_NAME upload_if_newer LOAD_CONST <code object _download_files at 0x7fab423b2a50, file "f.py", line 398> LOAD_CONST 'FTPHost._download_files' MAKE_FUNCTION STORE_NAME _download_files LOAD_CONST (None,) LOAD_CONST <code object download at 0x7fab423b2660, file "f.py", line 410> LOAD_CONST 'FTPHost.download' MAKE_FUNCTION STORE_NAME download LOAD_CONST (None,) LOAD_CONST <code object download_if_newer at 0x7fab423b21e0, file "f.py", line 429> LOAD_CONST 'FTPHost.download_if_newer' MAKE_FUNCTION STORE_NAME download_if_newer LOAD_CONST <code object _check_inaccessible_login_directory at 0x7fab41ed0d20, file "f.py", line 451> LOAD_CONST 'FTPHost._check_inaccessible_login_directory' MAKE_FUNCTION STORE_NAME _check_inaccessible_login_directory LOAD_CONST (False,) LOAD_CONST <code object _robust_ftp_command at 0x7faab8333780, file "f.py", line 465> LOAD_CONST 'FTPHost._robust_ftp_command' MAKE_FUNCTION STORE_NAME _robust_ftp_command LOAD_CONST <code object getcwd at 0x7faab8333f60, file "f.py", line 486> LOAD_CONST 'FTPHost.getcwd' MAKE_FUNCTION STORE_NAME getcwd LOAD_CONST <code object chdir at 0x7faaac2daae0, file "f.py", line 492> LOAD_CONST 'FTPHost.chdir' MAKE_FUNCTION STORE_NAME chdir LOAD_CONST (None,) LOAD_CONST <code object mkdir at 0x7faaac2da1e0, file "f.py", line 503> LOAD_CONST 'FTPHost.mkdir' MAKE_FUNCTION STORE_NAME mkdir LOAD_CONST (None, False) LOAD_CONST <code object makedirs at 0x7fab42b3cf60, file "f.py", line 518> LOAD_CONST 'FTPHost.makedirs' MAKE_FUNCTION STORE_NAME makedirs LOAD_CONST <code object rmdir at 0x7fab40dbfae0, file "f.py", line 555> LOAD_CONST 'FTPHost.rmdir' MAKE_FUNCTION STORE_NAME rmdir LOAD_CONST <code object remove at 0x7fab40dbf930, file "f.py", line 581> LOAD_CONST 'FTPHost.remove' MAKE_FUNCTION STORE_NAME remove LOAD_NAME remove STORE_NAME unlink LOAD_CONST (False, None) LOAD_CONST <code object rmtree at 0x7fab40dbf540, file "f.py", line 613> LOAD_CONST 'FTPHost.rmtree' MAKE_FUNCTION STORE_NAME rmtree LOAD_CONST <code object rename at 0x7fab40dbf390, file "f.py", line 673> LOAD_CONST 'FTPHost.rename' MAKE_FUNCTION STORE_NAME rename LOAD_CONST <code object _dir at 0x7fab40dbfdb0, file "f.py", line 706> LOAD_CONST 'FTPHost._dir' MAKE_FUNCTION STORE_NAME _dir LOAD_CONST <code object listdir at 0x7fab40dbf030, file "f.py", line 732> LOAD_CONST 'FTPHost.listdir' MAKE_FUNCTION STORE_NAME listdir LOAD_CONST (True,) LOAD_CONST <code object lstat at 0x7fab40dbf300, file "f.py", line 748> LOAD_CONST 'FTPHost.lstat' MAKE_FUNCTION STORE_NAME lstat LOAD_CONST (True,) LOAD_CONST <code object stat at 0x7fab40dbfed0, file "f.py", line 763> LOAD_CONST 'FTPHost.stat' MAKE_FUNCTION STORE_NAME stat LOAD_CONST (True, None, False) LOAD_CONST <code object walk at 0x7fab40dbf1e0, file "f.py", line 780> LOAD_CONST 'FTPHost.walk' MAKE_FUNCTION STORE_NAME walk LOAD_CONST <code object chmod at 0x7fab41349810, file "f.py", line 809> LOAD_CONST 'FTPHost.chmod' MAKE_FUNCTION STORE_NAME chmod LOAD_CONST <code object __getstate__ at 0x7fab41349a50, file "f.py", line 831> LOAD_CONST 'FTPHost.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_CONST <code object __enter__ at 0x7fab413490c0, file "f.py", line 834> LOAD_CONST 'FTPHost.__enter__' MAKE_FUNCTION STORE_NAME __enter__ LOAD_CONST <code object __exit__ at 0x7fab41349150, file "f.py", line 837> LOAD_CONST 'FTPHost.__exit__' MAKE_FUNCTION STORE_NAME __exit__ LOAD_CONST None RETURN_VALUE LOAD_FAST args LOAD_FAST self STORE_ATTR _args LOAD_FAST kwargs LOAD_FAST self STORE_ATTR _kwargs LOAD_FAST self LOAD_METHOD _make_session CALL_METHOD LOAD_FAST self STORE_ATTR _session LOAD_GLOBAL ftputil LOAD_ATTR path LOAD_METHOD _Path LOAD_FAST self CALL_METHOD LOAD_FAST self STORE_ATTR path LOAD_GLOBAL ftputil LOAD_ATTR stat LOAD_METHOD _Stat LOAD_FAST self CALL_METHOD LOAD_FAST self STORE_ATTR _stat LOAD_FAST self LOAD_ATTR _stat LOAD_ATTR _lstat_cache LOAD_FAST self STORE_ATTR stat_cache LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD enable CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 122 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD pwd CALL_METHOD STORE_FAST current_dir LOAD_FAST self LOAD_ATTR path LOAD_METHOD normpath LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST current_dir LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR _cached_current_dir POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY BUILD_LIST LOAD_FAST self STORE_ATTR _children LOAD_CONST None LOAD_FAST self STORE_ATTR _file LOAD_CONST False LOAD_FAST self STORE_ATTR closed LOAD_CONST ('.', '..', '/') UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR curdir LOAD_FAST self STORE_ATTR pardir LOAD_FAST self STORE_ATTR sep LOAD_CONST 0.0 LOAD_FAST self STORE_ATTR _time_shift LOAD_CONST False LOAD_FAST self STORE_ATTR use_list_a_option LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 24 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD pwd CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _args LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST args LOAD_FAST self LOAD_ATTR _kwargs LOAD_METHOD copy CALL_METHOD STORE_FAST kwargs LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'session_factory' LOAD_GLOBAL default_session_factory CALL_METHOD STORE_FAST factory LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 98 POP_TOP LOAD_FAST factory LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST session LOAD_GLOBAL hasattr LOAD_FAST session LOAD_CONST 'encoding' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD NoEncodingError LOAD_CONST 'session instance ' LOAD_FAST session FORMAT_VALUE repr LOAD_CONST ' must have an `encoding` attribute' BUILD_STRING CALL_METHOD RAISE_VARARGS LOAD_FAST session LOAD_ATTR encoding LOAD_FAST self STORE_ATTR _encoding POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST session RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_FAST self LOAD_ATTR _args LOAD_FAST self LOAD_ATTR _kwargs CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 130 LOAD_FAST self LOAD_ATTR _children GET_ITER FOR_ITER to 128 STORE_FAST host LOAD_FAST host LOAD_ATTR _file LOAD_ATTR closed POP_JUMP_IF_FALSE SETUP_EXCEPT to 36 LOAD_FAST host LOAD_ATTR _session LOAD_METHOD pwd CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 122 DUP_TOP LOAD_GLOBAL ftplib LOAD_ATTR error_reply COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ftplib LOAD_ATTR error_temp COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL EOFError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY LOAD_FAST host RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_METHOD _available_child CALL_METHOD STORE_FAST host LOAD_FAST host LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _copy CALL_METHOD STORE_FAST host LOAD_FAST self LOAD_ATTR _children LOAD_METHOD append LOAD_FAST host CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR file LOAD_METHOD FTPFile LOAD_FAST host CALL_METHOD LOAD_FAST host STORE_ATTR _file LOAD_FAST self LOAD_METHOD getcwd CALL_METHOD STORE_FAST basedir LOAD_FAST host LOAD_ATTR path LOAD_METHOD isabs LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST path STORE_FAST effective_path JUMP_FORWARD to 108 LOAD_FAST host LOAD_ATTR path LOAD_METHOD join LOAD_FAST basedir LOAD_FAST path CALL_METHOD STORE_FAST effective_path LOAD_FAST host LOAD_ATTR path LOAD_METHOD split LOAD_FAST effective_path CALL_METHOD UNPACK_SEQUENCE STORE_FAST effective_dir STORE_FAST effective_file SETUP_EXCEPT to 140 LOAD_FAST host LOAD_METHOD chdir LOAD_FAST effective_dir CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 182 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD FTPIOError LOAD_CONST "remote directory '{}' doesn't exist or has insufficient access rights" LOAD_METHOD format LOAD_FAST effective_dir CALL_METHOD CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 182 END_FINALLY LOAD_FAST host LOAD_ATTR _file LOAD_ATTR _open LOAD_FAST effective_file LOAD_FAST mode LOAD_FAST buffering LOAD_FAST encoding LOAD_FAST errors LOAD_FAST newline LOAD_FAST rest LOAD_CONST ('mode', 'buffering', 'encoding', 'errors', 'newline', 'rest') CALL_FUNCTION POP_TOP LOAD_CONST 'w' LOAD_FAST mode COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST effective_path CALL_METHOD POP_TOP LOAD_FAST host LOAD_ATTR _file RETURN_VALUE LOAD_FAST self LOAD_ATTR closed POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 44 LOAD_FAST self LOAD_ATTR _children GET_ITER FOR_ITER to 42 STORE_FAST host LOAD_FAST host LOAD_ATTR _file LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST host LOAD_METHOD close CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_FINALLY to 80 LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 70 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD clear CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR _children LOAD_CONST True LOAD_FAST self STORE_ATTR closed END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST parser LOAD_FAST self LOAD_ATTR _stat STORE_ATTR _parser LOAD_CONST False LOAD_FAST self LOAD_ATTR _stat STORE_ATTR _allow_parser_switching LOAD_CONST None RETURN_VALUE LOAD_CONST 60.0 STORE_FAST minute LOAD_FAST time_shift LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0.0 RETURN_VALUE LOAD_GLOBAL abs LOAD_FAST time_shift CALL_FUNCTION STORE_FAST absolute_time_shift LOAD_FAST time_shift LOAD_FAST absolute_time_shift BINARY_TRUE_DIVIDE STORE_FAST signum LOAD_GLOBAL int LOAD_FAST absolute_time_shift LOAD_CONST 7.5 LOAD_FAST minute BINARY_MULTIPLY BINARY_ADD LOAD_CONST 15.0 LOAD_FAST minute BINARY_MULTIPLY BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_CONST 15.0 LOAD_FAST minute BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST absolute_rounded_time_shift LOAD_FAST signum LOAD_FAST absolute_rounded_time_shift BINARY_MULTIPLY RETURN_VALUE LOAD_CONST 60.0 STORE_FAST minute LOAD_CONST 60.0 LOAD_FAST minute BINARY_MULTIPLY STORE_FAST hour LOAD_GLOBAL abs LOAD_FAST self LOAD_METHOD _FTPHost__rounded_time_shift LOAD_FAST time_shift CALL_METHOD CALL_FUNCTION STORE_FAST absolute_rounded_time_shift LOAD_FAST absolute_rounded_time_shift LOAD_CONST 24 LOAD_FAST hour BINARY_MULTIPLY COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD TimeShiftError LOAD_CONST 'time shift abs({0:.2f} s) > 1 day' LOAD_METHOD format LOAD_FAST time_shift CALL_METHOD CALL_METHOD RAISE_VARARGS LOAD_CONST 5 LOAD_FAST minute BINARY_MULTIPLY STORE_FAST maximum_deviation LOAD_GLOBAL abs LOAD_FAST time_shift LOAD_FAST self LOAD_METHOD _FTPHost__rounded_time_shift LOAD_FAST time_shift CALL_METHOD BINARY_SUBTRACT CALL_FUNCTION LOAD_FAST maximum_deviation COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD TimeShiftError LOAD_CONST 'time shift ({0:.2f} s) deviates more than {1:d} s from 15-minute units' LOAD_METHOD format LOAD_FAST time_shift LOAD_GLOBAL int LOAD_FAST maximum_deviation CALL_FUNCTION CALL_METHOD CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _FTPHost__assert_valid_time_shift LOAD_FAST time_shift CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD time_shift CALL_METHOD STORE_FAST old_time_shift LOAD_FAST time_shift LOAD_FAST old_time_shift COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _FTPHost__rounded_time_shift LOAD_FAST time_shift CALL_METHOD LOAD_FAST self STORE_ATTR _time_shift LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _time_shift RETURN_VALUE LOAD_CONST '_ftputil_sync_' STORE_FAST helper_file_name SETUP_EXCEPT to 30 LOAD_FAST self LOAD_METHOD open LOAD_FAST helper_file_name LOAD_CONST 'w' CALL_METHOD STORE_FAST file_ LOAD_FAST file_ LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 76 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR FTPIOError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD TimeShiftError LOAD_CONST "couldn't write helper file in directory '{}'" LOAD_METHOD format LOAD_FAST self LOAD_METHOD getcwd CALL_METHOD CALL_METHOD CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 76 END_FINALLY SETUP_EXCEPT to 104 LOAD_FAST self LOAD_ATTR path LOAD_METHOD getmtime LOAD_FAST helper_file_name CALL_METHOD STORE_FAST server_time LOAD_FAST self LOAD_METHOD unlink LOAD_FAST helper_file_name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 140 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR FTPOSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD TimeShiftError LOAD_CONST 'could write helper file but not unlink it' CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD STORE_FAST now LOAD_FAST server_time LOAD_FAST now BINARY_SUBTRACT STORE_FAST time_shift LOAD_FAST time_shift LOAD_CONST -31104000 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_ATTR fromtimestamp LOAD_FAST server_time LOAD_GLOBAL datetime LOAD_ATTR timezone LOAD_ATTR utc LOAD_CONST ('tz',) CALL_FUNCTION STORE_FAST server_datetime LOAD_FAST server_datetime LOAD_ATTR replace LOAD_FAST server_datetime LOAD_ATTR year LOAD_CONST 1 BINARY_ADD LOAD_CONST ('year',) CALL_FUNCTION STORE_FAST server_datetime LOAD_FAST server_datetime LOAD_METHOD timestamp CALL_METHOD LOAD_FAST now BINARY_SUBTRACT STORE_FAST time_shift LOAD_FAST self LOAD_METHOD set_time_shift LOAD_FAST time_shift CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_METHOD copyfileobj LOAD_FAST source LOAD_FAST target LOAD_FAST max_chunk_size LOAD_FAST callback CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_METHOD LocalFile LOAD_FAST source_path LOAD_CONST 'rb' CALL_METHOD STORE_FAST source_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_METHOD RemoteFile LOAD_FAST self LOAD_FAST target_path LOAD_CONST 'wb' CALL_METHOD STORE_FAST target_file LOAD_FAST source_file LOAD_FAST target_file BUILD_TUPLE RETURN_VALUE LOAD_FAST source LOAD_CONST ('', b'') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL IOError LOAD_CONST 'path argument `source` is empty' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST target LOAD_CONST 'target' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST target LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST target LOAD_FAST self LOAD_METHOD _upload_files LOAD_FAST source LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST source_file STORE_FAST target_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_ATTR copy_file LOAD_FAST source_file LOAD_FAST target_file LOAD_CONST False LOAD_FAST callback LOAD_CONST ('conditional', 'callback') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST source LOAD_CONST 'source' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_FAST target LOAD_CONST ('', b'') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL IOError LOAD_CONST 'path argument `target` is empty' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST target LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST target LOAD_FAST self LOAD_METHOD _upload_files LOAD_FAST source LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST source_file STORE_FAST target_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_ATTR copy_file LOAD_FAST source_file LOAD_FAST target_file LOAD_CONST True LOAD_FAST callback LOAD_CONST ('conditional', 'callback') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_METHOD RemoteFile LOAD_FAST self LOAD_FAST source_path LOAD_CONST 'rb' CALL_METHOD STORE_FAST source_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_METHOD LocalFile LOAD_FAST target_path LOAD_CONST 'wb' CALL_METHOD STORE_FAST target_file LOAD_FAST source_file LOAD_FAST target_file BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST source LOAD_CONST 'source' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_FAST target LOAD_CONST ('', b'') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL IOError LOAD_CONST 'path argument `target` is empty' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST source LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST source LOAD_FAST self LOAD_METHOD _download_files LOAD_FAST source LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST source_file STORE_FAST target_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_ATTR copy_file LOAD_FAST source_file LOAD_FAST target_file LOAD_CONST False LOAD_FAST callback LOAD_CONST ('conditional', 'callback') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST source LOAD_CONST ('', b'') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL IOError LOAD_CONST 'path argument `source` is empty' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST target LOAD_CONST 'target' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST source LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST source LOAD_FAST self LOAD_METHOD _download_files LOAD_FAST source LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST source_file STORE_FAST target_file LOAD_GLOBAL ftputil LOAD_ATTR file_transfer LOAD_ATTR copy_file LOAD_FAST source_file LOAD_FAST target_file LOAD_CONST True LOAD_FAST callback LOAD_CONST ('conditional', 'callback') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD getcwd CALL_METHOD STORE_FAST presumable_login_dir SETUP_EXCEPT to 24 LOAD_FAST self LOAD_METHOD chdir LOAD_FAST presumable_login_dir CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 66 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD InaccessibleLoginDirError LOAD_CONST "directory '{}' is not accessible" LOAD_METHOD format LOAD_FAST presumable_login_dir CALL_METHOD CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 66 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _check_inaccessible_login_directory CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD getcwd CALL_METHOD STORE_FAST old_dir SETUP_FINALLY to 82 LOAD_FAST descend_deeply POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD chdir LOAD_FAST path CALL_METHOD POP_TOP LOAD_FAST command LOAD_FAST self LOAD_CONST '' CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR path LOAD_METHOD split LOAD_FAST path CALL_METHOD UNPACK_SEQUENCE STORE_FAST head STORE_FAST tail LOAD_FAST self LOAD_METHOD chdir LOAD_FAST head CALL_METHOD POP_TOP LOAD_FAST command LOAD_FAST self LOAD_FAST tail CALL_FUNCTION RETURN_VALUE POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_METHOD chdir LOAD_FAST old_dir CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cached_current_dir RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 44 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD cwd LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR path LOAD_METHOD normpath LOAD_FAST self LOAD_ATTR path LOAD_METHOD join LOAD_FAST self LOAD_ATTR _cached_current_dir LOAD_FAST path CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR _cached_current_dir LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_CONST <code object command at 0x7faaac2da780, file "f.py", line 511> LOAD_CONST 'FTPHost.mkdir.<locals>.command' MAKE_FUNCTION STORE_FAST command LOAD_FAST self LOAD_METHOD _robust_ftp_command LOAD_FAST command LOAD_FAST path CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 26 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD mkd LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST path CALL_METHOD STORE_FAST path LOAD_FAST path LOAD_METHOD split LOAD_FAST self LOAD_ATTR sep CALL_METHOD STORE_FAST directories LOAD_FAST self LOAD_METHOD getcwd CALL_METHOD STORE_FAST old_dir SETUP_FINALLY to 266 SETUP_LOOP to 262 LOAD_GLOBAL range LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST directories CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 260 STORE_FAST index LOAD_FAST self LOAD_ATTR sep LOAD_FAST self LOAD_ATTR path LOAD_ATTR join LOAD_FAST directories LOAD_CONST None LOAD_FAST index LOAD_CONST 1 BINARY_ADD BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION BINARY_ADD STORE_FAST next_directory SETUP_EXCEPT to 130 LOAD_FAST self LOAD_METHOD chdir LOAD_FAST next_directory CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 208 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP SETUP_EXCEPT to 164 LOAD_FAST self LOAD_METHOD mkdir LOAD_FAST next_directory CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 202 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST next_directory CALL_METHOD POP_JUMP_IF_TRUE RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 202 END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY LOAD_FAST index LOAD_GLOBAL len LOAD_FAST directories CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST exist_ok POP_JUMP_IF_TRUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD PermanentError LOAD_CONST 'path {!r} exists' LOAD_METHOD format LOAD_FAST path CALL_METHOD CALL_METHOD STORE_FAST ftp_os_error LOAD_GLOBAL errno LOAD_ATTR EEXIST LOAD_FAST ftp_os_error STORE_ATTR errno LOAD_FAST ftp_os_error RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_METHOD chdir LOAD_FAST old_dir CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST path CALL_METHOD STORE_FAST path LOAD_FAST self LOAD_METHOD listdir LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD PermanentError LOAD_CONST "directory '{}' not empty" LOAD_METHOD format LOAD_FAST path CALL_METHOD CALL_METHOD RAISE_VARARGS LOAD_CONST <code object command at 0x7fab42b3c930, file "f.py", line 571> LOAD_CONST 'FTPHost.rmdir.<locals>.command' MAKE_FUNCTION STORE_FAST command SETUP_FINALLY to 96 LOAD_FAST self LOAD_METHOD _robust_ftp_command LOAD_FAST command LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST path CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 26 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD rmd LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST path CALL_METHOD STORE_FAST path LOAD_FAST self LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR path LOAD_METHOD islink LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR path LOAD_METHOD exists LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST <code object command at 0x7fab40dbf810, file "f.py", line 597> LOAD_CONST 'FTPHost.remove.<locals>.command' MAKE_FUNCTION STORE_FAST command SETUP_FINALLY to 104 LOAD_FAST self LOAD_METHOD _robust_ftp_command LOAD_FAST command LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST path CALL_METHOD POP_TOP END_FINALLY JUMP_FORWARD to 132 LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_METHOD PermanentError LOAD_CONST 'remove/unlink can only delete files and links, not directories' CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 26 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD delete LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST ignore_errors POP_JUMP_IF_FALSE LOAD_CONST <code object new_onerror at 0x7fab40dbfb70, file "f.py", line 638> LOAD_CONST 'FTPHost.rmtree.<locals>.new_onerror' MAKE_FUNCTION STORE_FAST new_onerror JUMP_FORWARD to 66 LOAD_FAST onerror LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST <code object new_onerror at 0x7fab40dbf420, file "f.py", line 644> LOAD_CONST 'FTPHost.rmtree.<locals>.new_onerror' MAKE_FUNCTION STORE_FAST new_onerror JUMP_FORWARD to 66 LOAD_FAST onerror STORE_FAST new_onerror BUILD_LIST STORE_FAST names SETUP_EXCEPT to 86 LOAD_FAST self LOAD_METHOD listdir LOAD_FAST path CALL_METHOD STORE_FAST names POP_BLOCK JUMP_FORWARD to 128 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST new_onerror LOAD_FAST self LOAD_ATTR listdir LOAD_FAST path LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 128 END_FINALLY SETUP_LOOP to 288 LOAD_FAST names GET_ITER FOR_ITER to 286 STORE_FAST name LOAD_FAST self LOAD_ATTR path LOAD_METHOD join LOAD_FAST path LOAD_FAST name CALL_METHOD STORE_FAST full_name SETUP_EXCEPT to 170 LOAD_FAST self LOAD_METHOD lstat LOAD_FAST full_name CALL_METHOD LOAD_ATTR st_mode STORE_FAST mode POP_BLOCK JUMP_FORWARD to 198 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 STORE_FAST mode POP_EXCEPT JUMP_FORWARD to 198 END_FINALLY LOAD_GLOBAL stat LOAD_METHOD S_ISDIR LOAD_FAST mode CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD rmtree LOAD_FAST full_name LOAD_FAST ignore_errors LOAD_FAST new_onerror CALL_METHOD POP_TOP JUMP_ABSOLUTE SETUP_EXCEPT to 240 LOAD_FAST self LOAD_METHOD remove LOAD_FAST full_name CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR PermanentError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST new_onerror LOAD_FAST self LOAD_ATTR remove LOAD_FAST full_name LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 304 LOAD_FAST self LOAD_METHOD rmdir LOAD_FAST path CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 348 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR FTPOSError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST new_onerror LOAD_FAST self LOAD_ATTR rmdir LOAD_FAST path LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 348 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST source LOAD_CONST 'source' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST target LOAD_CONST 'target' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST source LOAD_DEREF self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST source LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST target LOAD_DEREF self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST target LOAD_DEREF self LOAD_ATTR path LOAD_METHOD split LOAD_FAST source CALL_METHOD UNPACK_SEQUENCE STORE_FAST source_head STORE_FAST source_tail LOAD_DEREF self LOAD_ATTR path LOAD_METHOD split LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST target_head STORE_FAST target_tail LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object rename_with_cleanup at 0x7fab40dbfc00, file "f.py", line 684> LOAD_CONST 'FTPHost.rename.<locals>.rename_with_cleanup' MAKE_FUNCTION STORE_FAST rename_with_cleanup LOAD_DEREF self LOAD_METHOD _check_inaccessible_login_directory CALL_METHOD POP_TOP LOAD_CONST ' ' LOAD_FAST source_head COMPARE_OP in JUMP_IF_TRUE_OR_POP LOAD_CONST ' ' LOAD_FAST target_head COMPARE_OP in STORE_FAST paths_contain_whitespace LOAD_FAST paths_contain_whitespace POP_JUMP_IF_FALSE LOAD_FAST source_head LOAD_FAST target_head COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD getcwd CALL_METHOD STORE_FAST old_dir SETUP_FINALLY to 182 LOAD_DEREF self LOAD_METHOD chdir LOAD_FAST source_head CALL_METHOD POP_TOP LOAD_FAST rename_with_cleanup LOAD_FAST source_tail LOAD_FAST target_tail CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_DEREF self LOAD_METHOD chdir LOAD_FAST old_dir CALL_METHOD POP_TOP END_FINALLY JUMP_FORWARD to 206 LOAD_FAST rename_with_cleanup LOAD_FAST source LOAD_FAST target CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE SETUP_FINALLY to 40 LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 30 POP_TOP LOAD_DEREF self LOAD_ATTR _session LOAD_METHOD rename LOAD_FAST source_arg LOAD_FAST target_arg CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None LOAD_DEREF self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST source_arg CALL_METHOD STORE_FAST source_absolute_path LOAD_DEREF self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST target_arg CALL_METHOD STORE_FAST target_absolute_path LOAD_DEREF self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST source_absolute_path CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST target_absolute_path CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST <code object _FTPHost_dir_command at 0x7fab40dbfa50, file "f.py", line 712> LOAD_CONST 'FTPHost._dir.<locals>._FTPHost_dir_command' MAKE_FUNCTION STORE_FAST _FTPHost_dir_command LOAD_FAST self LOAD_ATTR _robust_ftp_command LOAD_FAST _FTPHost_dir_command LOAD_FAST path LOAD_CONST True LOAD_CONST ('descend_deeply',) CALL_FUNCTION STORE_FAST lines LOAD_FAST lines RETURN_VALUE BUILD_LIST STORE_DEREF lines LOAD_CLOSURE lines LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object callback at 0x7fab40dbf8a0, file "f.py", line 716> LOAD_CONST 'FTPHost._dir.<locals>._FTPHost_dir_command.<locals>.callback' MAKE_FUNCTION STORE_FAST callback LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 70 POP_TOP LOAD_DEREF self LOAD_ATTR use_list_a_option POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _session LOAD_METHOD dir LOAD_CONST '-a' LOAD_FAST path LOAD_FAST callback CALL_METHOD POP_TOP JUMP_FORWARD to 66 LOAD_DEREF self LOAD_ATTR _session LOAD_METHOD dir LOAD_FAST path LOAD_FAST callback CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_DEREF lines RETURN_VALUE LOAD_DEREF lines LOAD_METHOD append LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str LOAD_FAST line LOAD_DEREF self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_FAST path STORE_DEREF original_path LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_DEREF self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_DEREF self LOAD_ATTR _stat LOAD_METHOD _listdir LOAD_FAST path CALL_METHOD STORE_FAST items LOAD_CLOSURE original_path LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab40dbf4b0, file "f.py", line 744> LOAD_CONST 'FTPHost.listdir.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST items GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST item LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD same_string_type_as LOAD_DEREF original_path LOAD_FAST item LOAD_DEREF self LOAD_ATTR _encoding CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR _stat LOAD_METHOD _lstat LOAD_FAST path LOAD_FAST _exception_for_missing_path CALL_METHOD RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR _stat LOAD_METHOD _stat LOAD_FAST path LOAD_FAST _exception_for_missing_path CALL_METHOD RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR raise_for_empty_path LOAD_FAST top LOAD_CONST 'top' LOAD_CONST ('path_argument_name',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST top LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST top SETUP_EXCEPT to 50 LOAD_FAST self LOAD_METHOD listdir LOAD_FAST top CALL_METHOD STORE_FAST names POP_BLOCK JUMP_FORWARD to 104 DUP_TOP LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR FTPOSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 90 LOAD_FAST onerror LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST onerror LOAD_FAST err CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 104 END_FINALLY BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST dirs STORE_FAST nondirs SETUP_LOOP to 172 LOAD_FAST names GET_ITER FOR_ITER to 170 STORE_FAST name LOAD_FAST self LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST self LOAD_ATTR path LOAD_METHOD join LOAD_FAST top LOAD_FAST name CALL_METHOD CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST dirs LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST nondirs LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST topdown POP_JUMP_IF_FALSE LOAD_FAST top LOAD_FAST dirs LOAD_FAST nondirs BUILD_TUPLE YIELD_VALUE POP_TOP SETUP_LOOP to 254 LOAD_FAST dirs GET_ITER FOR_ITER to 252 STORE_FAST name LOAD_FAST self LOAD_ATTR path LOAD_METHOD join LOAD_FAST top LOAD_FAST name CALL_METHOD STORE_FAST path LOAD_FAST followlinks POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR path LOAD_METHOD islink LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD walk LOAD_FAST path LOAD_FAST topdown LOAD_FAST onerror LOAD_FAST followlinks CALL_METHOD GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST topdown EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST top LOAD_FAST dirs LOAD_FAST nondirs BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_METHOD raise_for_empty_path LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL ftputil LOAD_ATTR tool LOAD_ATTR as_str_path LOAD_FAST path LOAD_FAST self LOAD_ATTR _encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST path LOAD_FAST self LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST path CALL_METHOD STORE_FAST path LOAD_CLOSURE mode BUILD_TUPLE LOAD_CONST <code object command at 0x7fab40dbf660, file "f.py", line 823> LOAD_CONST 'FTPHost.chmod.<locals>.command' MAKE_FUNCTION STORE_FAST command LOAD_FAST self LOAD_METHOD _robust_ftp_command LOAD_FAST command LOAD_FAST path CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stat_cache LOAD_METHOD invalidate LOAD_FAST path CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ftputil LOAD_ATTR error LOAD_ATTR ftplib_error_to_ftp_os_error SETUP_WITH to 34 POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD voidcmd LOAD_CONST 'SITE CHMOD 0{0:o} {1}' LOAD_METHOD format LOAD_DEREF mode LOAD_FAST path CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot serialize FTPHost object' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_FAST self LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE
""" `FTPHost` is the central class of the `ftputil` library. See `__init__.py` for an example. """ import datetime import errno import ftplib import stat import sys import time import ftputil.error import ftputil.file import ftputil.file_transfer import ftputil.path import ftputil.path_encoding import ftputil.session import ftputil.stat import ftputil.tool __all__ = ["FTPHost"] if ftputil.path_encoding.RUNNING_UNDER_PY39_AND_UP: class default_session_factory(ftplib.FTP): def __init__(self, *args, **kwargs): if "encoding" not in kwargs: encoding = ftputil.path_encoding.DEFAULT_ENCODING kwargs["encoding"] = encoding super().__init__(*args, **kwargs) else: super().__init__(*args, **kwargs) ftputil.session._maybe_send_opts_utf8_on(self, kwargs["encoding"]) else: default_session_factory = ftplib.FTP class FTPHost: """ FTP host class. """ def __init__(self, *args, **kwargs): """ Abstract initialization of `FTPHost` object. """ self._args = args self._kwargs = kwargs self._session = self._make_session() self.path = ftputil.path._Path(self) self._stat = ftputil.stat._Stat(self) self.stat_cache = self._stat._lstat_cache self.stat_cache.enable() with ftputil.error.ftplib_error_to_ftp_os_error: current_dir = self._session.pwd() self._cached_current_dir = self.path.normpath( ftputil.tool.as_str_path(current_dir, encoding=self._encoding) ) self._children = [] self._file = None self.closed = False self.curdir, self.pardir, self.sep = ".", "..", "/" self._time_shift = 0.0 self.use_list_a_option = False def keep_alive(self): """ Try to keep the connection alive in order to avoid server timeouts. Note that this won't help if the connection has already timed out! In this case, `keep_alive` will raise an `TemporaryError`. (Actually, if you get a server timeout, the error - for a specific connection - will be permanent.) """ with ftputil.error.ftplib_error_to_ftp_os_error: self._session.pwd() def _make_session(self): """ Return a new session object according to the current state of this `FTPHost` instance. """ args = self._args[:] kwargs = self._kwargs.copy() factory = kwargs.pop("session_factory", default_session_factory) with ftputil.error.ftplib_error_to_ftp_os_error: session = factory(*args, **kwargs) if not hasattr(session, "encoding"): raise ftputil.error.NoEncodingError( f"session instance {session!r} must have an `encoding` attribute" ) self._encoding = session.encoding return session def _copy(self): """ Return a copy of this `FTPHost` object. """ return self.__class__(*self._args, **self._kwargs) def _available_child(self): """ Return an available (i. e. one whose `_file` object is closed and doesn't have a timed-out server connection) child (`FTPHost` object) from the pool of children or `None` if there aren't any. """ for host in self._children: if host._file.closed: try: host._session.pwd() except ftplib.error_reply: continue except ftplib.error_temp: continue except EOFError: continue except OSError: continue else: return host return None def open( self, path, mode="r", buffering=None, encoding=None, errors=None, newline=None, *, rest=None, ): """ Return an open file(-like) object which is associated with this `FTPHost` object. The arguments `path`, `mode`, `buffering`, `encoding`, `errors` and `newlines` have the same meaning as for `open`. If `rest` is given as an integer, - reading will start at the byte (zero-based) `rest` - writing will overwrite the remote file from byte `rest` This method tries to reuse a child but will generate a new one if none is available. """ path = ftputil.tool.as_str_path(path, encoding=self._encoding) host = self._available_child() if host is None: host = self._copy() self._children.append(host) host._file = ftputil.file.FTPFile(host) basedir = self.getcwd() if host.path.isabs(path): effective_path = path else: effective_path = host.path.join(basedir, path) effective_dir, effective_file = host.path.split(effective_path) try: host.chdir(effective_dir) except ftputil.error.PermanentError: raise ftputil.error.FTPIOError( "remote directory '{}' doesn't " "exist or has insufficient access rights".format(effective_dir) ) host._file._open( effective_file, mode=mode, buffering=buffering, encoding=encoding, errors=errors, newline=newline, rest=rest, ) if "w" in mode: self.stat_cache.invalidate(effective_path) return host._file def close(self): """ Close host connection. """ if self.closed: return for host in self._children: host._file.close() host.close() try: with ftputil.error.ftplib_error_to_ftp_os_error: self._session.close() finally: self.stat_cache.clear() self._children = [] self.closed = True def set_parser(self, parser): """ Set the parser for extracting stat results from directory listings. The parser interface is described in the documentation, but here are the most important things: - A parser should derive from `ftputil.stat.Parser`. - The parser has to implement two methods, `parse_line` and `ignores_line`. For the latter, there's a probably useful default in the class `ftputil.stat.Parser`. - `parse_line` should try to parse a line of a directory listing and return a `ftputil.stat.StatResult` instance. If parsing isn't possible, raise `ftputil.error.ParserError` with a useful error message. - `ignores_line` should return a true value if the line isn't assumed to contain stat information. """ self.stat_cache.clear() self._stat._parser = parser self._stat._allow_parser_switching = False @staticmethod def __rounded_time_shift(time_shift): """ Return the given time shift in seconds, but rounded to 15-minute units. The argument is also assumed to be given in seconds. """ minute = 60.0 if time_shift == 0: return 0.0 absolute_time_shift = abs(time_shift) signum = time_shift / absolute_time_shift absolute_rounded_time_shift = int( (absolute_time_shift + (7.5 * minute)) / (15.0 * minute) ) * (15.0 * minute) return signum * absolute_rounded_time_shift def __assert_valid_time_shift(self, time_shift): """ Perform sanity checks on the time shift value (given in seconds). If the value is invalid, raise a `TimeShiftError`, else simply return `None`. """ minute = 60.0 # seconds hour = 60.0 * minute absolute_rounded_time_shift = abs(self.__rounded_time_shift(time_shift)) if absolute_rounded_time_shift > 24 * hour: raise ftputil.error.TimeShiftError( "time shift abs({0:.2f} s) > 1 day".format(time_shift) ) maximum_deviation = 5 * minute if abs(time_shift - self.__rounded_time_shift(time_shift)) > maximum_deviation: raise ftputil.error.TimeShiftError( "time shift ({0:.2f} s) deviates more than {1:d} s " "from 15-minute units".format(time_shift, int(maximum_deviation)) ) def set_time_shift(self, time_shift): """ Set the time shift value. By (my) definition, the time shift value is the difference of the time zone used in server listings and UTC, i. e. time_shift =def= t_server - utc <=> t_server = utc + time_shift <=> utc = t_server - time_shift The time shift is measured in seconds. """ self.__assert_valid_time_shift(time_shift) old_time_shift = self.time_shift() if time_shift != old_time_shift: self.stat_cache.clear() self._time_shift = self.__rounded_time_shift(time_shift) def time_shift(self): """ Return the time shift between FTP server and client. See the docstring of `set_time_shift` for more on this value. """ return self._time_shift def synchronize_times(self): """ Synchronize the local times of FTP client and server. This is necessary to let `upload_if_newer` and `download_if_newer` work correctly. If `synchronize_times` isn't applicable (see below), the time shift can still be set explicitly with `set_time_shift`. This implementation of `synchronize_times` requires _all_ of the following: - The connection between server and client is established. - The client has write access to the directory that is current when `synchronize_times` is called. The common usage pattern of `synchronize_times` is to call it directly after the connection is established. (As can be concluded from the points above, this requires write access to the login directory.) If `synchronize_times` fails, it raises a `TimeShiftError`. """ helper_file_name = "_ftputil_sync_" try: file_ = self.open(helper_file_name, "w") file_.close() except ftputil.error.FTPIOError: raise ftputil.error.TimeShiftError( """couldn't write helper file in directory '{}'""".format(self.getcwd()) ) try: server_time = self.path.getmtime(helper_file_name) self.unlink(helper_file_name) except ftputil.error.FTPOSError: raise ftputil.error.TimeShiftError( "could write helper file but not unlink it" ) now = time.time() time_shift = server_time - now if time_shift < -360 * 24 * 60 * 60: server_datetime = datetime.datetime.fromtimestamp( server_time, tz=datetime.timezone.utc ) server_datetime = server_datetime.replace(year=server_datetime.year + 1) time_shift = server_datetime.timestamp() - now self.set_time_shift(time_shift) @staticmethod def copyfileobj( source, target, max_chunk_size=ftputil.file_transfer.MAX_COPY_CHUNK_SIZE, callback=None, ): """ Copy data from file-like object `source` to file-like object `target`. """ ftputil.file_transfer.copyfileobj(source, target, max_chunk_size, callback) def _upload_files(self, source_path, target_path): """ Return a `LocalFile` and `RemoteFile` as source and target, respectively. The strings `source_path` and `target_path` are the (absolute or relative) paths of the local and the remote file, respectively. """ source_file = ftputil.file_transfer.LocalFile(source_path, "rb") target_file = ftputil.file_transfer.RemoteFile(self, target_path, "wb") return source_file, target_file def upload(self, source, target, callback=None): """ Upload a file from the local source (name) to the remote target (name). If a callable `callback` is given, it's called after every chunk of transferred data. The chunk size is a constant defined in `file_transfer`. The callback will be called with a single argument, the data chunk that was transferred before the callback was called. """ if source in ["", b""]: raise IOError("path argument `source` is empty") ftputil.tool.raise_for_empty_path(target, path_argument_name="target") target = ftputil.tool.as_str_path(target, encoding=self._encoding) source_file, target_file = self._upload_files(source, target) ftputil.file_transfer.copy_file( source_file, target_file, conditional=False, callback=callback ) def upload_if_newer(self, source, target, callback=None): """ Upload a file only if it's newer than the target on the remote host or if the target file does not exist. See the method `upload` for the meaning of the parameters. If an upload was necessary, return `True`, else return `False`. If a callable `callback` is given, it's called after every chunk of transferred data. The chunk size is a constant defined in `file_transfer`. The callback will be called with a single argument, the data chunk that was transferred before the callback was called. """ ftputil.tool.raise_for_empty_path(source, path_argument_name="source") if target in ["", b""]: raise IOError("path argument `target` is empty") target = ftputil.tool.as_str_path(target, encoding=self._encoding) source_file, target_file = self._upload_files(source, target) return ftputil.file_transfer.copy_file( source_file, target_file, conditional=True, callback=callback ) def _download_files(self, source_path, target_path): """ Return a `RemoteFile` and `LocalFile` as source and target, respectively. The strings `source_path` and `target_path` are the (absolute or relative) paths of the remote and the local file, respectively. """ source_file = ftputil.file_transfer.RemoteFile(self, source_path, "rb") target_file = ftputil.file_transfer.LocalFile(target_path, "wb") return source_file, target_file def download(self, source, target, callback=None): """ Download a file from the remote source (name) to the local target (name). If a callable `callback` is given, it's called after every chunk of transferred data. The chunk size is a constant defined in `file_transfer`. The callback will be called with a single argument, the data chunk that was transferred before the callback was called. """ ftputil.tool.raise_for_empty_path(source, path_argument_name="source") if target in ["", b""]: raise IOError("path argument `target` is empty") source = ftputil.tool.as_str_path(source, encoding=self._encoding) source_file, target_file = self._download_files(source, target) ftputil.file_transfer.copy_file( source_file, target_file, conditional=False, callback=callback ) def download_if_newer(self, source, target, callback=None): """ Download a file only if it's newer than the target on the local host or if the target file does not exist. See the method `download` for the meaning of the parameters. If a download was necessary, return `True`, else return `False`. If a callable `callback` is given, it's called after every chunk of transferred data. The chunk size is a constant defined in `file_transfer`. The callback will be called with a single argument, the data chunk that was transferred before the callback was called. """ if source in ["", b""]: raise IOError("path argument `source` is empty") ftputil.tool.raise_for_empty_path(target, path_argument_name="target") source = ftputil.tool.as_str_path(source, encoding=self._encoding) source_file, target_file = self._download_files(source, target) return ftputil.file_transfer.copy_file( source_file, target_file, conditional=True, callback=callback ) def _check_inaccessible_login_directory(self): """ Raise an `InaccessibleLoginDirError` exception if we can't change to the login directory. This test is only reliable if the current directory is the login directory. """ presumable_login_dir = self.getcwd() try: self.chdir(presumable_login_dir) except ftputil.error.PermanentError: raise ftputil.error.InaccessibleLoginDirError( "directory '{}' is not accessible".format(presumable_login_dir) ) def _robust_ftp_command(self, command, path, descend_deeply=False): """ Run an FTP command on a path. The return value of the method is the return value of the command. If `descend_deeply` is true (the default is false), descend deeply, i. e. change the directory to the end of the path. """ self._check_inaccessible_login_directory() old_dir = self.getcwd() try: if descend_deeply: self.chdir(path) return command(self, "") else: head, tail = self.path.split(path) self.chdir(head) return command(self, tail) finally: self.chdir(old_dir) def getcwd(self): """ Return the current directory path. """ return self._cached_current_dir def chdir(self, path): """ Change the directory on the host to `path`. """ path = ftputil.tool.as_str_path(path, encoding=self._encoding) with ftputil.error.ftplib_error_to_ftp_os_error: self._session.cwd(path) self._cached_current_dir = self.path.normpath( self.path.join(self._cached_current_dir, path) ) def mkdir(self, path, mode=None): """ Make the directory path on the remote host. The argument `mode` is ignored and only "supported" for similarity with `os.mkdir`. """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) def command(self, path): """Callback function.""" with ftputil.error.ftplib_error_to_ftp_os_error: self._session.mkd(path) self._robust_ftp_command(command, path) def makedirs(self, path, mode=None, exist_ok=False): """ Make the directory `path`, but also make not yet existing intermediate directories, like `os.makedirs`. The value of `mode` is only accepted for compatibility with `os.makedirs` but otherwise ignored. If `exist_ok` is `False` (the default) and the leaf directory exists, raise a `PermanentError` with `errno` 17. """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) path = self.path.abspath(path) directories = path.split(self.sep) old_dir = self.getcwd() try: for index in range(1, len(directories)): next_directory = self.sep + self.path.join(*directories[: index + 1]) try: self.chdir(next_directory) except ftputil.error.PermanentError: try: self.mkdir(next_directory) except ftputil.error.PermanentError: if not self.path.isdir(next_directory): raise else: if (index == len(directories) - 1) and (not exist_ok): ftp_os_error = ftputil.error.PermanentError( "path {!r} exists".format(path) ) ftp_os_error.errno = errno.EEXIST raise ftp_os_error finally: self.chdir(old_dir) def rmdir(self, path): """ Remove the _empty_ directory `path` on the remote host. Compatibility note: Previous versions of ftputil could possibly delete non-empty directories as well, - if the server allowed it. This is no longer supported. """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) path = self.path.abspath(path) if self.listdir(path): raise ftputil.error.PermanentError("directory '{}' not empty".format(path)) def command(self, path): """Callback function.""" with ftputil.error.ftplib_error_to_ftp_os_error: self._session.rmd(path) try: self._robust_ftp_command(command, path) finally: self.stat_cache.invalidate(path) def remove(self, path): """ Remove the file or link given by `path`. Raise a `PermanentError` if the path doesn't exist, but maybe raise other exceptions depending on the state of the server (e. g. timeout). """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) path = self.path.abspath(path) if ( self.path.isfile(path) or self.path.islink(path) or not self.path.exists(path) ): def command(self, path): """Callback function.""" with ftputil.error.ftplib_error_to_ftp_os_error: self._session.delete(path) try: self._robust_ftp_command(command, path) finally: self.stat_cache.invalidate(path) else: raise ftputil.error.PermanentError( "remove/unlink can only delete files and links, " "not directories" ) unlink = remove def rmtree(self, path, ignore_errors=False, onerror=None): """ Remove the given remote, possibly non-empty, directory tree. The interface of this method is rather complex, in favor of compatibility with `shutil.rmtree`. If `ignore_errors` is set to a true value, errors are ignored. If `ignore_errors` is a false value _and_ `onerror` isn't set, all exceptions occurring during the tree iteration and processing are raised. These exceptions are all of type `PermanentError`. To distinguish between error situations, pass in a callable for `onerror`. This callable must accept three arguments: `func`, `path` and `exc_info`. `func` is a bound method object, _for example_ `your_host_object.listdir`. `path` is the path that was the recent argument of the respective method (`listdir`, `remove`, `rmdir`). `exc_info` is the exception info as it's got from `sys.exc_info`. Implementation note: The code is copied from `shutil.rmtree` in Python 2.4 and adapted to ftputil. """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) if ignore_errors: def new_onerror(*args): """Do nothing.""" pass elif onerror is None: def new_onerror(*args): """Re-raise exception.""" raise else: new_onerror = onerror names = [] try: names = self.listdir(path) except ftputil.error.PermanentError: new_onerror(self.listdir, path, sys.exc_info()) for name in names: full_name = self.path.join(path, name) try: mode = self.lstat(full_name).st_mode except ftputil.error.PermanentError: mode = 0 if stat.S_ISDIR(mode): self.rmtree(full_name, ignore_errors, new_onerror) else: try: self.remove(full_name) except ftputil.error.PermanentError: new_onerror(self.remove, full_name, sys.exc_info()) try: self.rmdir(path) except ftputil.error.FTPOSError: new_onerror(self.rmdir, path, sys.exc_info()) def rename(self, source, target): """ Rename the `source` on the FTP host to `target`. """ ftputil.tool.raise_for_empty_path(source, path_argument_name="source") ftputil.tool.raise_for_empty_path(target, path_argument_name="target") source = ftputil.tool.as_str_path(source, encoding=self._encoding) target = ftputil.tool.as_str_path(target, encoding=self._encoding) source_head, source_tail = self.path.split(source) target_head, target_tail = self.path.split(target) def rename_with_cleanup(source_arg, target_arg): try: with ftputil.error.ftplib_error_to_ftp_os_error: self._session.rename(source_arg, target_arg) finally: source_absolute_path = self.path.abspath(source_arg) target_absolute_path = self.path.abspath(target_arg) self.stat_cache.invalidate(source_absolute_path) self.stat_cache.invalidate(target_absolute_path) self._check_inaccessible_login_directory() paths_contain_whitespace = (" " in source_head) or (" " in target_head) if paths_contain_whitespace and source_head == target_head: old_dir = self.getcwd() try: self.chdir(source_head) rename_with_cleanup(source_tail, target_tail) finally: self.chdir(old_dir) else: rename_with_cleanup(source, target) def _dir(self, path): """ Return a directory listing as made by FTP's `LIST` command as a list of strings. """ def _FTPHost_dir_command(self, path): """Callback function.""" lines = [] def callback(line): """Callback function.""" lines.append(ftputil.tool.as_str(line, encoding=self._encoding)) with ftputil.error.ftplib_error_to_ftp_os_error: if self.use_list_a_option: self._session.dir("-a", path, callback) else: self._session.dir(path, callback) return lines lines = self._robust_ftp_command( _FTPHost_dir_command, path, descend_deeply=True ) return lines def listdir(self, path): """ Return a list of directories, files etc. in the directory named `path`. If the directory listing from the server can't be parsed with any of the available parsers raise a `ParserError`. """ ftputil.tool.raise_for_empty_path(path) original_path = path path = ftputil.tool.as_str_path(path, encoding=self._encoding) items = self._stat._listdir(path) return [ ftputil.tool.same_string_type_as(original_path, item, self._encoding) for item in items ] def lstat(self, path, _exception_for_missing_path=True): """ Return an object similar to that returned by `os.lstat`. If the directory listing from the server can't be parsed with any of the available parsers, raise a `ParserError`. If the directory _can_ be parsed and the `path` is _not_ found, raise a `PermanentError`. (`_exception_for_missing_path` is an implementation aid and _not_ intended for use by ftputil clients.) """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) return self._stat._lstat(path, _exception_for_missing_path) def stat(self, path, _exception_for_missing_path=True): """ Return info from a "stat" call on `path`. If the directory containing `path` can't be parsed, raise a `ParserError`. If the directory containing `path` can be parsed but the `path` can't be found, raise a `PermanentError`. Also raise a `PermanentError` if there's an endless (cyclic) chain of symbolic links "behind" the `path`. (`_exception_for_missing_path` is an implementation aid and _not_ intended for use by ftputil clients.) """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) return self._stat._stat(path, _exception_for_missing_path) def walk(self, top, topdown=True, onerror=None, followlinks=False): """ Iterate over directory tree and return a tuple (dirpath, dirnames, filenames) on each iteration, like the `os.walk` function (see https://docs.python.org/library/os.html#os.walk ). """ ftputil.tool.raise_for_empty_path(top, path_argument_name="top") top = ftputil.tool.as_str_path(top, encoding=self._encoding) try: names = self.listdir(top) except ftputil.error.FTPOSError as err: if onerror is not None: onerror(err) return dirs, nondirs = [], [] for name in names: if self.path.isdir(self.path.join(top, name)): dirs.append(name) else: nondirs.append(name) if topdown: yield top, dirs, nondirs for name in dirs: path = self.path.join(top, name) if followlinks or not self.path.islink(path): yield from self.walk(path, topdown, onerror, followlinks) if not topdown: yield top, dirs, nondirs def chmod(self, path, mode): """ Change the mode of a remote `path` (a string) to the integer `mode`. This integer uses the same bits as the mode value returned by the `stat` and `lstat` commands. If something goes wrong, raise a `TemporaryError` or a `PermanentError`, according to the status code returned by the server. In particular, a non-existent path usually causes a `PermanentError`. """ ftputil.tool.raise_for_empty_path(path) path = ftputil.tool.as_str_path(path, encoding=self._encoding) path = self.path.abspath(path) def command(self, path): """Callback function.""" with ftputil.error.ftplib_error_to_ftp_os_error: self._session.voidcmd("SITE CHMOD 0{0:o} {1}".format(mode, path)) self._robust_ftp_command(command, path) self.stat_cache.invalidate(path) def __getstate__(self): raise TypeError("cannot serialize FTPHost object") def __enter__(self): return self def __exit__(self, exc_type, exc_val, exc_tb): self.close() return False
data/ftputil-5.1.0/ftputil/host.py
11,608
9,036
83,488
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME dataclasses STORE_NAME dataclasses LOAD_CONST 0 LOAD_CONST ('chain', 'product') IMPORT_NAME itertools IMPORT_FROM chain STORE_NAME chain IMPORT_FROM product STORE_NAME product POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'cast', 'Dict') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM cast STORE_NAME cast IMPORT_FROM Dict STORE_NAME Dict POP_TOP LOAD_CONST 0 LOAD_CONST ('mock',) IMPORT_NAME unittest IMPORT_FROM mock STORE_NAME mock POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST ('SearchSpaceDigest',) IMPORT_NAME ax.core.search_space IMPORT_FROM SearchSpaceDigest STORE_NAME SearchSpaceDigest POP_TOP LOAD_CONST 0 LOAD_CONST ('DataRequiredError',) IMPORT_NAME ax.exceptions.core IMPORT_FROM DataRequiredError STORE_NAME DataRequiredError POP_TOP LOAD_CONST 0 LOAD_CONST ('BotorchModel', 'get_feature_importances_from_botorch_model', 'get_rounding_func') IMPORT_NAME ax.models.torch.botorch IMPORT_FROM BotorchModel STORE_NAME BotorchModel IMPORT_FROM get_feature_importances_from_botorch_model STORE_NAME get_feature_importances_from_botorch_model IMPORT_FROM get_rounding_func STORE_NAME get_rounding_func POP_TOP LOAD_CONST 0 LOAD_CONST ('get_and_fit_model', 'get_chebyshev_scalarization', 'recommend_best_out_of_sample_point') IMPORT_NAME ax.models.torch.botorch_defaults IMPORT_FROM get_and_fit_model STORE_NAME get_and_fit_model IMPORT_FROM get_chebyshev_scalarization STORE_NAME get_chebyshev_scalarization IMPORT_FROM recommend_best_out_of_sample_point STORE_NAME recommend_best_out_of_sample_point POP_TOP LOAD_CONST 0 LOAD_CONST ('sample_simplex',) IMPORT_NAME ax.models.torch.utils IMPORT_FROM sample_simplex STORE_NAME sample_simplex POP_TOP LOAD_CONST 0 LOAD_CONST ('TorchOptConfig',) IMPORT_NAME ax.models.torch_base IMPORT_FROM TorchOptConfig STORE_NAME TorchOptConfig POP_TOP LOAD_CONST 0 LOAD_CONST ('TestCase',) IMPORT_NAME ax.utils.common.testutils IMPORT_FROM TestCase STORE_NAME TestCase POP_TOP LOAD_CONST 0 LOAD_CONST ('fast_botorch_optimize',) IMPORT_NAME ax.utils.testing.mock IMPORT_FROM fast_botorch_optimize STORE_NAME fast_botorch_optimize POP_TOP LOAD_CONST 0 LOAD_CONST ('get_torch_test_data',) IMPORT_NAME ax.utils.testing.torch_stubs IMPORT_FROM get_torch_test_data STORE_NAME get_torch_test_data POP_TOP LOAD_CONST 0 LOAD_CONST ('get_infeasible_cost',) IMPORT_NAME botorch.acquisition.utils IMPORT_FROM get_infeasible_cost STORE_NAME get_infeasible_cost POP_TOP LOAD_CONST 0 LOAD_CONST ('ModelListGP', 'SingleTaskGP') IMPORT_NAME botorch.models IMPORT_FROM ModelListGP STORE_NAME ModelListGP IMPORT_FROM SingleTaskGP STORE_NAME SingleTaskGP POP_TOP LOAD_CONST 0 LOAD_CONST ('Warp',) IMPORT_NAME botorch.models.transforms.input IMPORT_FROM Warp STORE_NAME Warp POP_TOP LOAD_CONST 0 LOAD_CONST ('SupervisedDataset',) IMPORT_NAME botorch.utils.datasets IMPORT_FROM SupervisedDataset STORE_NAME SupervisedDataset POP_TOP LOAD_CONST 0 LOAD_CONST ('get_objective_weights_transform',) IMPORT_NAME botorch.utils.objective IMPORT_FROM get_objective_weights_transform STORE_NAME get_objective_weights_transform POP_TOP LOAD_CONST 0 LOAD_CONST ('_GaussianLikelihoodBase',) IMPORT_NAME gpytorch.likelihoods IMPORT_FROM _GaussianLikelihoodBase STORE_NAME _GaussianLikelihoodBase POP_TOP LOAD_CONST 0 LOAD_CONST ('FixedNoiseGaussianLikelihood',) IMPORT_NAME gpytorch.likelihoods.gaussian_likelihood IMPORT_FROM FixedNoiseGaussianLikelihood STORE_NAME FixedNoiseGaussianLikelihood POP_TOP LOAD_CONST 0 LOAD_CONST ('ExactMarginalLogLikelihood', 'LeaveOneOutPseudoLikelihood') IMPORT_NAME gpytorch.mlls IMPORT_FROM ExactMarginalLogLikelihood STORE_NAME ExactMarginalLogLikelihood IMPORT_FROM LeaveOneOutPseudoLikelihood STORE_NAME LeaveOneOutPseudoLikelihood POP_TOP LOAD_CONST 0 LOAD_CONST ('GammaPrior',) IMPORT_NAME gpytorch.priors IMPORT_FROM GammaPrior STORE_NAME GammaPrior POP_TOP LOAD_CONST 0 LOAD_CONST ('LKJCovariancePrior',) IMPORT_NAME gpytorch.priors.lkj_prior IMPORT_FROM LKJCovariancePrior STORE_NAME LKJCovariancePrior POP_TOP LOAD_NAME get_and_fit_model LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.fit_gpytorch_mll' BUILD_STRING STORE_NAME FIT_MODEL_MO_PATH LOAD_NAME sample_simplex LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.sample_simplex' BUILD_STRING STORE_NAME SAMPLE_SIMPLEX_UTIL_PATH LOAD_NAME sample_simplex LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.sample_hypersphere' BUILD_STRING STORE_NAME SAMPLE_HYPERSPHERE_UTIL_PATH LOAD_NAME get_chebyshev_scalarization LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.get_chebyshev_scalarization' BUILD_STRING STORE_NAME CHEBYSHEV_SCALARIZATION_PATH LOAD_NAME torch LOAD_ATTR Tensor LOAD_NAME torch LOAD_ATTR Tensor LOAD_CONST ('X', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object dummy_func at 0x7fab80297300, file "f.py", line 46> LOAD_CONST 'dummy_func' MAKE_FUNCTION STORE_NAME dummy_func LOAD_BUILD_CLASS LOAD_CONST <code object BotorchModelTest at 0x7fab40f576f0, file "f.py", line 50> LOAD_CONST 'BotorchModelTest' MAKE_FUNCTION LOAD_CONST 'BotorchModelTest' LOAD_NAME TestCase CALL_FUNCTION STORE_NAME BotorchModelTest LOAD_CONST None RETURN_VALUE LOAD_FAST X RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BotorchModelTest' STORE_NAME __qualname__ LOAD_NAME torch LOAD_ATTR float LOAD_CONST False BUILD_TUPLE LOAD_NAME torch LOAD_ATTR dtype LOAD_NAME bool LOAD_CONST None LOAD_CONST ('dtype', 'cuda', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_fixed_rank_BotorchModel at 0x7fab80297150, file "f.py", line 51> LOAD_CONST 'BotorchModelTest.test_fixed_rank_BotorchModel' MAKE_FUNCTION STORE_NAME test_fixed_rank_BotorchModel LOAD_NAME torch LOAD_ATTR float LOAD_CONST False BUILD_TUPLE LOAD_NAME torch LOAD_ATTR dtype LOAD_NAME bool LOAD_CONST None LOAD_CONST ('dtype', 'cuda', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_fixed_prior_BotorchModel at 0x7fab80297420, file "f.py", line 106> LOAD_CONST 'BotorchModelTest.test_fixed_prior_BotorchModel' MAKE_FUNCTION STORE_NAME test_fixed_prior_BotorchModel LOAD_NAME fast_botorch_optimize LOAD_NAME torch LOAD_ATTR float LOAD_CONST False BUILD_TUPLE LOAD_NAME torch LOAD_ATTR dtype LOAD_NAME bool LOAD_CONST None LOAD_CONST ('dtype', 'cuda', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModel at 0x7fab40f57c00, file "f.py", line 189> LOAD_CONST 'BotorchModelTest.test_BotorchModel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_BotorchModel LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModel_cuda at 0x7fab40f57390, file "f.py", line 596> LOAD_CONST 'BotorchModelTest.test_BotorchModel_cuda' MAKE_FUNCTION STORE_NAME test_BotorchModel_cuda LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModel_double at 0x7fab40f57810, file "f.py", line 600> LOAD_CONST 'BotorchModelTest.test_BotorchModel_double' MAKE_FUNCTION STORE_NAME test_BotorchModel_double LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModel_double_cuda at 0x7fab40f57db0, file "f.py", line 603> LOAD_CONST 'BotorchModelTest.test_BotorchModel_double_cuda' MAKE_FUNCTION STORE_NAME test_BotorchModel_double_cuda LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModelOneOutcome at 0x7fab40f57660, file "f.py", line 607> LOAD_CONST 'BotorchModelTest.test_BotorchModelOneOutcome' MAKE_FUNCTION STORE_NAME test_BotorchModelOneOutcome LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_BotorchModelConstraints at 0x7fab40f574b0, file "f.py", line 661> LOAD_CONST 'BotorchModelTest.test_BotorchModelConstraints' MAKE_FUNCTION STORE_NAME test_BotorchModelConstraints LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_botorchmodel_raises_when_no_data at 0x7fab40f57780, file "f.py", line 715> LOAD_CONST 'BotorchModelTest.test_botorchmodel_raises_when_no_data' MAKE_FUNCTION STORE_NAME test_botorchmodel_raises_when_no_data LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_feature_importances_from_botorch_model at 0x7fab40f575d0, file "f.py", line 734> LOAD_CONST 'BotorchModelTest.test_get_feature_importances_from_botorch_model' MAKE_FUNCTION STORE_NAME test_get_feature_importances_from_botorch_model LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs1 STORE_FAST Ys1 STORE_FAST Yvars1 STORE_FAST bounds STORE_FAST _ STORE_FAST feature_names STORE_FAST metric_names LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs2 STORE_FAST Ys2 STORE_FAST Yvars2 STORE_FAST _ STORE_FAST _ STORE_FAST _ STORE_FAST _ LOAD_GLOBAL BotorchModel LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST ('y', 'w') BUILD_CONST_KEY_MAP LOAD_CONST ('multitask_gp_ranks',) CALL_FUNCTION STORE_FAST model LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST STORE_FAST datasets LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'Please fit the model first' CALL_METHOD SETUP_WITH to 156 POP_TOP LOAD_FAST model LOAD_ATTR model POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'Please fit the model first' CALL_METHOD SETUP_WITH to 186 POP_TOP LOAD_FAST model LOAD_ATTR search_space_digest POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_CONST 0 BUILD_LIST LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION STORE_FAST search_space_digest LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'manually is disallowed' CALL_METHOD SETUP_WITH to 232 POP_TOP LOAD_FAST search_space_digest LOAD_FAST model STORE_ATTR search_space_digest POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 314 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_FAST datasets LOAD_CONST 'y' LOAD_CONST 'w' BUILD_LIST LOAD_FAST search_space_digest LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST model LOAD_ATTR search_space_digest LOAD_GLOBAL SearchSpaceDigest CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model LOAD_ATTR search_space_digest LOAD_FAST search_space_digest CALL_METHOD POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST model LOAD_ATTR model LOAD_FAST model STORE_ATTR model LOAD_GLOBAL cast LOAD_GLOBAL ModelListGP LOAD_FAST model LOAD_ATTR model CALL_FUNCTION LOAD_ATTR models STORE_FAST model_list LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR _rank LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR _rank LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs1 STORE_FAST Ys1 STORE_FAST Yvars1 STORE_FAST bounds STORE_FAST _ STORE_FAST feature_names STORE_FAST metric_names LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs2 STORE_FAST Ys2 STORE_FAST Yvars2 STORE_FAST _ STORE_FAST _ STORE_FAST _ STORE_FAST _ LOAD_CONST 'prior' LOAD_GLOBAL GammaPrior LOAD_CONST 6.0 LOAD_CONST 3.0 CALL_FUNCTION LOAD_GLOBAL GammaPrior LOAD_CONST 3.0 LOAD_CONST 12.0 CALL_FUNCTION LOAD_CONST ('lengthscale_prior', 'outputscale_prior') BUILD_CONST_KEY_MAP LOAD_GLOBAL LKJCovariancePrior LOAD_GLOBAL GammaPrior LOAD_CONST 2.0 LOAD_CONST 0.44 CALL_FUNCTION LOAD_CONST 0.6 LOAD_CONST ('covar_module_prior', 'type', 'sd_prior', 'eta') BUILD_CONST_KEY_MAP BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL BotorchModel BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST model LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST STORE_FAST datasets LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 224 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_FAST datasets LOAD_CONST 'y' LOAD_CONST 'w' BUILD_LIST LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_CONST 0 BUILD_LIST LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL cast LOAD_GLOBAL ModelListGP LOAD_FAST model LOAD_ATTR model CALL_FUNCTION LOAD_ATTR models STORE_FAST model_list SETUP_LOOP to 446 LOAD_GLOBAL range LOAD_CONST 1 CALL_FUNCTION GET_ITER FOR_ITER to 444 STORE_FAST i LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR covar_module LOAD_ATTR base_kernel LOAD_ATTR lengthscale_prior LOAD_ATTR concentration LOAD_CONST 6.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR covar_module LOAD_ATTR base_kernel LOAD_ATTR lengthscale_prior LOAD_ATTR rate LOAD_CONST 3.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR covar_module LOAD_ATTR outputscale_prior LOAD_ATTR concentration LOAD_CONST 3.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR covar_module LOAD_ATTR outputscale_prior LOAD_ATTR rate LOAD_CONST 12.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR task_covar_module LOAD_ATTR IndexKernelPrior LOAD_GLOBAL LKJCovariancePrior CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR task_covar_module LOAD_ATTR IndexKernelPrior LOAD_ATTR sd_prior LOAD_ATTR concentration LOAD_CONST 2.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR task_covar_module LOAD_ATTR IndexKernelPrior LOAD_ATTR sd_prior LOAD_ATTR rate LOAD_CONST 0.44 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model_list LOAD_FAST i BINARY_SUBSCR LOAD_ATTR task_covar_module LOAD_ATTR IndexKernelPrior LOAD_ATTR correlation_prior LOAD_ATTR eta LOAD_CONST 0.6 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs1 STORE_FAST Ys1 STORE_FAST Yvars1 STORE_FAST bounds STORE_FAST tfs STORE_FAST feature_names STORE_FAST metric_names LOAD_GLOBAL get_torch_test_data LOAD_FAST dtype LOAD_FAST cuda LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs2 STORE_FAST Ys2 STORE_FAST Yvars2 STORE_FAST _ STORE_FAST _ STORE_FAST _ STORE_FAST _ EXTENDED_ARG SETUP_LOOP to 2804 LOAD_CONST (True, False) GET_ITER EXTENDED_ARG FOR_ITER to 2802 STORE_FAST use_input_warping EXTENDED_ARG SETUP_LOOP to 690 LOAD_CONST (True, False) GET_ITER EXTENDED_ARG FOR_ITER to 688 STORE_FAST use_loocv_pseudo_likelihood LOAD_GLOBAL BotorchModel LOAD_FAST use_input_warping LOAD_FAST use_loocv_pseudo_likelihood LOAD_CONST ('use_input_warping', 'use_loocv_pseudo_likelihood') CALL_FUNCTION STORE_FAST model LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0.1 BINARY_ADD BUILD_LIST STORE_FAST Xs2_diff LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2_diff LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST STORE_FAST datasets LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 300 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_FAST datasets LOAD_FAST metric_names LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST use_loocv_pseudo_likelihood POP_JUMP_IF_FALSE LOAD_GLOBAL LeaveOneOutPseudoLikelihood STORE_FAST mll_cls JUMP_FORWARD to 230 LOAD_GLOBAL ExactMarginalLogLikelihood STORE_FAST mll_cls LOAD_FAST _mock_fit_model LOAD_ATTR mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR mlls STORE_FAST mlls LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL len LOAD_FAST mlls CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == CALL_METHOD POP_TOP SETUP_LOOP to 296 LOAD_FAST mlls GET_ITER FOR_ITER to 294 STORE_FAST mll LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST mll LOAD_FAST mll_cls CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model LOAD_ATTR Xs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model LOAD_ATTR Xs LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST Xs2_diff LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model LOAD_ATTR dtype LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR dtype CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model LOAD_ATTR device LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR device CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model LOAD_ATTR model LOAD_GLOBAL ModelListGP CALL_METHOD POP_TOP LOAD_GLOBAL cast LOAD_GLOBAL ModelListGP LOAD_FAST model LOAD_ATTR model CALL_FUNCTION LOAD_ATTR models STORE_FAST model_list LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR train_inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR train_inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Xs2_diff LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR train_targets LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD view LOAD_CONST -1 CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR train_targets LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD view LOAD_CONST -1 CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR likelihood LOAD_GLOBAL _GaussianLikelihoodBase CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model_list LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR likelihood LOAD_GLOBAL _GaussianLikelihoodBase CALL_METHOD POP_TOP LOAD_FAST use_input_warping EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST model LOAD_ATTR use_input_warping CALL_METHOD POP_TOP SETUP_LOOP to 686 LOAD_FAST model_list GET_ITER FOR_ITER to 684 STORE_FAST m LOAD_FAST use_input_warping EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL hasattr LOAD_FAST m LOAD_CONST 'input_transform' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST m LOAD_ATTR input_transform LOAD_GLOBAL Warp CALL_METHOD POP_TOP JUMP_FORWARD to 680 LOAD_FAST self LOAD_METHOD assertFalse LOAD_GLOBAL hasattr LOAD_FAST m LOAD_CONST 'input_transform' CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST STORE_FAST datasets_block LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 804 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_FAST datasets_block LOAD_CONST 'y1' LOAD_CONST 'y2' BUILD_LIST LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model LOAD_ATTR Xs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST model LOAD_ATTR Xs LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model LOAD_ATTR dtype LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR dtype CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST model LOAD_ATTR device LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR device CALL_METHOD POP_TOP LOAD_FAST use_input_warping EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model LOAD_ATTR model LOAD_GLOBAL ModelListGP CALL_METHOD POP_TOP LOAD_FAST model LOAD_ATTR model LOAD_ATTR models STORE_FAST models JUMP_FORWARD to 944 LOAD_FAST model LOAD_ATTR model BUILD_LIST STORE_FAST models LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR BUILD_LIST STORE_FAST Ys SETUP_LOOP to 1158 LOAD_GLOBAL enumerate LOAD_FAST models CALL_FUNCTION GET_ITER FOR_ITER to 1156 UNPACK_SEQUENCE STORE_FAST i STORE_FAST m LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST m LOAD_GLOBAL SingleTaskGP CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST m LOAD_ATTR likelihood LOAD_GLOBAL FixedNoiseGaussianLikelihood CALL_METHOD POP_TOP LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR STORE_FAST expected_train_inputs LOAD_FAST use_input_warping EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST expected_train_inputs LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD expand LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape BINARY_ADD CALL_METHOD STORE_FAST expected_train_inputs LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST Ys1 LOAD_FAST Ys2 BINARY_ADD LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD permute LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD STORE_FAST expected_train_targets JUMP_FORWARD to 1094 LOAD_FAST Ys LOAD_FAST i BINARY_SUBSCR LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD STORE_FAST expected_train_targets LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST m LOAD_ATTR train_inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST expected_train_inputs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST m LOAD_ATTR train_targets LOAD_FAST expected_train_targets CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST m LOAD_ATTR likelihood LOAD_GLOBAL _GaussianLikelihoodBase CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL torch LOAD_METHOD device LOAD_FAST cuda EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'cuda' JUMP_FORWARD to 1174 LOAD_CONST 'cpu' CALL_METHOD LOAD_FAST dtype LOAD_CONST ('device', 'dtype') BUILD_CONST_KEY_MAP STORE_DEREF tkwargs LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION STORE_FAST objective_weights LOAD_GLOBAL get_objective_weights_transform LOAD_FAST objective_weights CALL_FUNCTION STORE_FAST objective_transform LOAD_GLOBAL torch LOAD_METHOD tensor LOAD_GLOBAL get_infeasible_cost LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST model LOAD_ATTR model LOAD_FAST objective_transform LOAD_CONST ('X', 'model', 'objective') CALL_FUNCTION CALL_METHOD STORE_FAST infeasible_cost LOAD_CONST -1 LOAD_GLOBAL torch LOAD_METHOD min LOAD_FAST objective_transform LOAD_FAST model LOAD_ATTR model LOAD_METHOD posterior LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_ATTR mean LOAD_CONST 6 LOAD_FAST model LOAD_ATTR model LOAD_METHOD posterior LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_ATTR variance LOAD_METHOD sqrt CALL_METHOD BINARY_MULTIPLY BINARY_SUBTRACT CALL_FUNCTION LOAD_METHOD min CALL_METHOD LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST (0.0,) LOAD_DEREF tkwargs CALL_FUNCTION CALL_METHOD BINARY_MULTIPLY STORE_FAST expected_infeasible_cost LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD abs LOAD_FAST infeasible_cost LOAD_FAST expected_infeasible_cost BINARY_SUBTRACT CALL_METHOD LOAD_CONST 1e-05 COMPARE_OP < CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 6.0 LOAD_CONST 7.0 LOAD_CONST 8.0 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION STORE_FAST X LOAD_FAST model LOAD_METHOD predict LOAD_FAST X CALL_METHOD UNPACK_SEQUENCE STORE_FAST f_mean STORE_FAST f_cov LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST f_mean LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST f_cov LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION STORE_FAST objective_weights LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 0.0 LOAD_CONST 1.0 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 5.0 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION BUILD_TUPLE STORE_FAST outcome_constraints LOAD_GLOBAL torch LOAD_METHOD tensor LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST 1.0 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_GLOBAL torch LOAD_METHOD tensor LOAD_CONST 100.0 BUILD_LIST BUILD_LIST CALL_METHOD BUILD_TUPLE STORE_FAST linear_constraints LOAD_CONST None STORE_FAST fixed_features LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.0 LOAD_CONST 3.0 LOAD_CONST 4.0 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 2.0 LOAD_CONST 6.0 LOAD_CONST 8.0 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION BUILD_LIST STORE_FAST pending_observations LOAD_CONST 3 STORE_FAST n LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 3.0 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION STORE_FAST X_dummy LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 3.0 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION STORE_FAST acqfv_dummy LOAD_CONST 'subset_model' LOAD_CONST False BUILD_MAP STORE_FAST model_gen_options LOAD_GLOBAL SearchSpaceDigest BUILD_LIST LOAD_FAST bounds LOAD_CONST ('feature_names', 'bounds') CALL_FUNCTION STORE_FAST search_space_digest LOAD_GLOBAL mock LOAD_ATTR patch LOAD_CONST 'ax.models.torch.botorch_defaults.optimize_acqf' LOAD_FAST X_dummy LOAD_FAST acqfv_dummy BUILD_TUPLE LOAD_CONST ('return_value',) CALL_FUNCTION SETUP_WITH to 1742 STORE_FAST mock_optimize_acqf LOAD_FAST model LOAD_ATTR gen LOAD_FAST n LOAD_FAST search_space_digest LOAD_GLOBAL TorchOptConfig LOAD_FAST objective_weights LOAD_FAST outcome_constraints LOAD_FAST linear_constraints LOAD_FAST fixed_features LOAD_FAST pending_observations LOAD_FAST model_gen_options LOAD_GLOBAL dummy_func LOAD_CONST ('objective_weights', 'outcome_constraints', 'linear_constraints', 'fixed_features', 'pending_observations', 'model_gen_options', 'rounding_func') CALL_FUNCTION LOAD_CONST ('n', 'search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST gen_results LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST gen_results LOAD_ATTR points LOAD_FAST X_dummy LOAD_METHOD cpu CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST gen_results LOAD_ATTR weights LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST n LOAD_FAST dtype LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_optimize_acqf LOAD_ATTR call_args LOAD_ATTR kwargs LOAD_CONST 'options' BINARY_SUBSCR LOAD_CONST 'init_batch_limit' BINARY_SUBSCR LOAD_CONST 32 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST mock_optimize_acqf LOAD_ATTR call_args LOAD_ATTR kwargs LOAD_CONST 'options' BINARY_SUBSCR LOAD_CONST 'batch_limit' BINARY_SUBSCR LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_GLOBAL TorchOptConfig LOAD_FAST objective_weights LOAD_FAST fixed_features LOAD_FAST pending_observations LOAD_CONST 'optimizer_kwargs' LOAD_CONST 'joint_optimization' LOAD_CONST True BUILD_MAP BUILD_MAP LOAD_CONST ('objective_weights', 'fixed_features', 'pending_observations', 'model_gen_options') CALL_FUNCTION STORE_FAST torch_opt_config LOAD_GLOBAL mock LOAD_ATTR patch LOAD_CONST 'ax.models.torch.botorch_defaults.optimize_acqf' LOAD_FAST X_dummy LOAD_FAST acqfv_dummy BUILD_TUPLE LOAD_CONST ('return_value',) CALL_FUNCTION SETUP_WITH to 1922 STORE_FAST mock_optimize_acqf LOAD_FAST model LOAD_ATTR gen LOAD_FAST n LOAD_FAST search_space_digest LOAD_FAST torch_opt_config LOAD_CONST ('n', 'search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST gen_results LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST gen_results LOAD_ATTR points LOAD_FAST X_dummy LOAD_METHOD cpu CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST gen_results LOAD_ATTR weights LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST n LOAD_FAST dtype LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST mock_optimize_acqf LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL NotImplementedError CALL_METHOD SETUP_WITH to 1978 POP_TOP LOAD_FAST model LOAD_ATTR gen LOAD_FAST n LOAD_GLOBAL dataclasses LOAD_ATTR replace LOAD_FAST search_space_digest LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3.0 BUILD_MAP LOAD_CONST ('fidelity_features', 'target_values') CALL_FUNCTION LOAD_FAST torch_opt_config LOAD_CONST ('n', 'search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST gen_results POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL get_rounding_func LOAD_GLOBAL dummy_func LOAD_CONST ('rounding_func',) CALL_FUNCTION STORE_FAST dummy_rounding LOAD_GLOBAL torch LOAD_METHOD rand LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 CALL_METHOD STORE_FAST X_temp LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_FAST X_temp LOAD_FAST dummy_rounding LOAD_FAST X_temp CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST model LOAD_ATTR best_point LOAD_FAST search_space_digest LOAD_FAST torch_opt_config LOAD_CONST ('search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST xbest LOAD_GLOBAL dataclasses LOAD_ATTR replace LOAD_FAST torch_opt_config LOAD_CONST 0 LOAD_CONST 100.0 BUILD_MAP LOAD_CONST ('fixed_features',) CALL_FUNCTION STORE_FAST torch_opt_config LOAD_FAST model LOAD_ATTR best_point LOAD_FAST search_space_digest LOAD_FAST torch_opt_config LOAD_CONST ('search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST xbest LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST xbest CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL NotImplementedError CALL_METHOD SETUP_WITH to 2136 POP_TOP LOAD_FAST model LOAD_ATTR best_point LOAD_GLOBAL dataclasses LOAD_ATTR replace LOAD_FAST search_space_digest LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3.0 BUILD_MAP LOAD_CONST ('fidelity_features', 'target_values') CALL_FUNCTION LOAD_FAST torch_opt_config LOAD_CONST ('search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST xbest POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST STORE_FAST combined_datasets LOAD_FAST model LOAD_ATTR cross_validate LOAD_FAST combined_datasets LOAD_CONST 'y1' LOAD_CONST 'y2' BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.2 LOAD_CONST 3.2 LOAD_CONST 4.2 BUILD_LIST LOAD_CONST 2.4 LOAD_CONST 5.2 LOAD_CONST 3.2 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'X_test') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST mean STORE_FAST variance LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mean LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST variance LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST model STORE_ATTR refit_on_cv LOAD_FAST model LOAD_ATTR cross_validate LOAD_FAST combined_datasets LOAD_CONST 'y1' LOAD_CONST 'y2' BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1.2 LOAD_CONST 3.2 LOAD_CONST 4.2 BUILD_LIST LOAD_CONST 2.4 LOAD_CONST 5.2 LOAD_CONST 3.2 BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'X_test') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST mean STORE_FAST variance LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST mean LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST variance LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST model LOAD_METHOD feature_importances CALL_METHOD STORE_FAST importances LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST importances LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL BotorchModel CALL_FUNCTION STORE_FAST unfit_model LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'Cannot cross-validate model that has not been fitted' CALL_METHOD SETUP_WITH to 2498 POP_TOP LOAD_FAST unfit_model LOAD_ATTR cross_validate LOAD_FAST combined_datasets LOAD_CONST 'y1' LOAD_CONST 'y2' BUILD_LIST LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ('datasets', 'metric_names', 'X_test') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'Cannot calculate feature_importances without a fitted model' CALL_METHOD SETUP_WITH to 2530 POP_TOP LOAD_FAST unfit_model LOAD_METHOD feature_importances CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 3.5004 LOAD_CONST 2.2438 LOAD_CONST -0.9274 LOAD_CONST -0.9274 LOAD_CONST -0.9274 BUILD_LIST BUILD_LIST LOAD_CONST 0.1 LOAD_CONST 2.5 LOAD_CONST 3.0 LOAD_CONST 6.0 LOAD_CONST 0.2 LOAD_CONST 2.6 LOAD_CONST 2.0 LOAD_CONST 0.15 LOAD_CONST ('mean_module.raw_constant', 'covar_module.raw_outputscale', 'covar_module.base_kernel.raw_lengthscale', 'covar_module.base_kernel.raw_lengthscale_constraint.lower_bound', 'covar_module.base_kernel.raw_lengthscale_constraint.upper_bound', 'covar_module.base_kernel.lengthscale_prior.concentration', 'covar_module.base_kernel.lengthscale_prior.rate', 'covar_module.raw_outputscale_constraint.lower_bound', 'covar_module.raw_outputscale_constraint.upper_bound', 'covar_module.outputscale_prior.concentration', 'covar_module.outputscale_prior.rate') BUILD_CONST_KEY_MAP STORE_DEREF true_state_dict LOAD_CLOSURE tkwargs BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab80297c00, file "f.py", line 542> LOAD_CONST 'BotorchModelTest.test_BotorchModel.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF true_state_dict LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_DEREF true_state_dict LOAD_GLOBAL get_and_fit_model LOAD_FAST Xs1 LOAD_FAST Ys1 LOAD_FAST Yvars1 BUILD_LIST BUILD_LIST LOAD_FAST metric_names LOAD_CONST 0 BINARY_SUBSCR BUILD_LIST LOAD_DEREF true_state_dict LOAD_CONST False LOAD_CONST ('Xs', 'Ys', 'Yvars', 'task_features', 'fidelity_features', 'metric_names', 'state_dict', 'refit_model') CALL_FUNCTION STORE_FAST model SETUP_LOOP to 2680 LOAD_GLOBAL chain LOAD_FAST model LOAD_METHOD named_parameters CALL_METHOD LOAD_FAST model LOAD_METHOD named_buffers CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 2678 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL torch LOAD_METHOD equal LOAD_DEREF true_state_dict LOAD_FAST k BINARY_SUBSCR LOAD_FAST v CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF true_state_dict LOAD_CONST 'mean_module.raw_constant' DUP_TOP BINARY_SUBSCR LOAD_CONST 0.1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_DEREF true_state_dict LOAD_CONST 'covar_module.raw_outputscale' DUP_TOP BINARY_SUBSCR LOAD_CONST 0.1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_DEREF true_state_dict LOAD_CONST 'covar_module.base_kernel.raw_lengthscale' DUP_TOP BINARY_SUBSCR LOAD_CONST 0.1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_GLOBAL get_and_fit_model LOAD_FAST Xs1 LOAD_FAST Ys1 LOAD_FAST Yvars1 BUILD_LIST BUILD_LIST LOAD_FAST metric_names LOAD_CONST 0 BINARY_SUBSCR BUILD_LIST LOAD_DEREF true_state_dict LOAD_CONST True LOAD_CONST ('Xs', 'Ys', 'Yvars', 'task_features', 'fidelity_features', 'metric_names', 'state_dict', 'refit_model') CALL_FUNCTION STORE_FAST model LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL any LOAD_CLOSURE true_state_dict BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab80297d20, file "f.py", line 574> LOAD_CONST 'BotorchModelTest.test_BotorchModel.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL chain LOAD_FAST model LOAD_METHOD named_parameters CALL_METHOD LOAD_FAST model LOAD_METHOD named_buffers CALL_METHOD CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL BotorchModel LOAD_GLOBAL recommend_best_out_of_sample_point LOAD_CONST ('best_point_recommender',) CALL_FUNCTION STORE_FAST model LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 2856 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_FAST datasets LOAD_FAST metric_names LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL RuntimeError CALL_METHOD SETUP_WITH to 2892 POP_TOP LOAD_FAST model LOAD_ATTR best_point LOAD_FAST search_space_digest LOAD_FAST torch_opt_config LOAD_CONST ('search_space_digest', 'torch_opt_config') CALL_FUNCTION STORE_FAST xbest POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_FAST val BUILD_TUPLE LOAD_DEREF tkwargs CALL_FUNCTION LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL torch LOAD_METHOD equal LOAD_DEREF true_state_dict LOAD_FAST k BINARY_SUBSCR LOAD_FAST v CALL_METHOD UNARY_NOT YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD is_available CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR test_BotorchModel LOAD_CONST True LOAD_CONST ('cuda',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR test_BotorchModel LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST ('dtype',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD is_available CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR test_BotorchModel LOAD_GLOBAL torch LOAD_ATTR double LOAD_CONST True LOAD_CONST ('dtype', 'cuda') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_GLOBAL torch LOAD_ATTR float LOAD_CONST False LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs1 STORE_FAST Ys1 STORE_FAST Yvars1 STORE_FAST bounds STORE_FAST tfs STORE_FAST feature_names STORE_FAST metric_names EXTENDED_ARG SETUP_LOOP to 348 LOAD_GLOBAL product LOAD_CONST (True, False) LOAD_CONST (True, False) CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 346 UNPACK_SEQUENCE STORE_FAST use_input_warping STORE_FAST use_loocv_pseudo_likelihood LOAD_GLOBAL BotorchModel LOAD_FAST use_input_warping LOAD_FAST use_loocv_pseudo_likelihood LOAD_CONST ('use_input_warping', 'use_loocv_pseudo_likelihood') CALL_FUNCTION STORE_FAST model LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 192 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST LOAD_FAST metric_names LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST use_loocv_pseudo_likelihood POP_JUMP_IF_FALSE LOAD_GLOBAL LeaveOneOutPseudoLikelihood STORE_FAST mll_cls JUMP_FORWARD to 162 LOAD_GLOBAL ExactMarginalLogLikelihood STORE_FAST mll_cls LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST _mock_fit_model LOAD_ATTR mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST mll_cls CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL torch LOAD_ATTR rand LOAD_CONST 2 LOAD_CONST 3 LOAD_GLOBAL torch LOAD_ATTR float LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST X LOAD_FAST model LOAD_METHOD predict LOAD_FAST X CALL_METHOD UNPACK_SEQUENCE STORE_FAST f_mean STORE_FAST f_cov LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST f_mean LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST f_cov LOAD_ATTR shape LOAD_GLOBAL torch LOAD_METHOD Size LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_METHOD COMPARE_OP == CALL_METHOD POP_TOP LOAD_FAST use_input_warping EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL hasattr LOAD_FAST model LOAD_ATTR model LOAD_CONST 'input_transform' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST model LOAD_ATTR model LOAD_ATTR input_transform LOAD_GLOBAL Warp CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD assertFalse LOAD_GLOBAL hasattr LOAD_FAST model LOAD_ATTR model LOAD_CONST 'input_transform' CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_GLOBAL torch LOAD_ATTR float LOAD_CONST False LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs1 STORE_FAST Ys1 STORE_FAST Yvars1 STORE_FAST bounds STORE_FAST tfs STORE_FAST feature_names STORE_FAST metric_names LOAD_GLOBAL get_torch_test_data LOAD_GLOBAL torch LOAD_ATTR float LOAD_CONST False LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Xs2 STORE_FAST Ys2 STORE_FAST Yvars2 STORE_FAST _ STORE_FAST _ STORE_FAST _ STORE_FAST _ LOAD_CONST -1 LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST Xs2 LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST -1.0 LOAD_CONST 1.0 BUILD_LIST LOAD_GLOBAL torch LOAD_ATTR float LOAD_GLOBAL torch LOAD_METHOD device LOAD_CONST 'cpu' CALL_METHOD LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST objective_weights LOAD_CONST 3 STORE_FAST n LOAD_GLOBAL BotorchModel CALL_FUNCTION STORE_FAST model LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION STORE_FAST search_space_digest LOAD_GLOBAL mock LOAD_METHOD patch LOAD_GLOBAL FIT_MODEL_MO_PATH CALL_METHOD SETUP_WITH to 224 STORE_FAST _mock_fit_model LOAD_FAST model LOAD_ATTR fit LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars1 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION LOAD_GLOBAL SupervisedDataset LOAD_FAST Xs2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Ys2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST Yvars2 LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST feature_names LOAD_FAST metric_names LOAD_CONST ('X', 'Y', 'Yvar', 'feature_names', 'outcome_names') CALL_FUNCTION BUILD_LIST LOAD_FAST metric_names LOAD_FAST search_space_digest LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP LOAD_FAST _mock_fit_model LOAD_METHOD assert_called_once CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 266 POP_TOP LOAD_FAST model LOAD_ATTR gen LOAD_FAST n LOAD_FAST search_space_digest LOAD_GLOBAL TorchOptConfig LOAD_FAST objective_weights CALL_FUNCTION LOAD_CONST ('search_space_digest', 'torch_opt_config') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_torch_test_data LOAD_GLOBAL torch LOAD_ATTR float LOAD_CONST False LOAD_CONST True LOAD_CONST ('dtype', 'cuda', 'constant_noise') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _ STORE_FAST _ STORE_FAST bounds STORE_FAST tfs STORE_FAST feature_names STORE_FAST metric_names LOAD_GLOBAL SearchSpaceDigest LOAD_FAST feature_names LOAD_FAST bounds LOAD_FAST tfs LOAD_CONST ('feature_names', 'bounds', 'task_features') CALL_FUNCTION STORE_FAST search_space_digest LOAD_GLOBAL BotorchModel CALL_FUNCTION STORE_FAST model LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL DataRequiredError LOAD_CONST 'BotorchModel.fit requires non-empty data sets.' CALL_METHOD SETUP_WITH to 84 POP_TOP LOAD_FAST model LOAD_ATTR fit BUILD_LIST LOAD_FAST metric_names LOAD_FAST search_space_digest LOAD_CONST ('datasets', 'metric_names', 'search_space_digest') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'dtype' LOAD_GLOBAL torch LOAD_ATTR double BUILD_MAP STORE_FAST tkwargs LOAD_GLOBAL torch LOAD_ATTR rand LOAD_CONST (5, 3) LOAD_FAST tkwargs CALL_FUNCTION STORE_FAST train_X LOAD_FAST train_X LOAD_ATTR sum LOAD_CONST -1 LOAD_CONST True LOAD_CONST ('dim', 'keepdim') CALL_FUNCTION STORE_FAST train_Y LOAD_GLOBAL SingleTaskGP LOAD_FAST train_X LOAD_FAST train_Y LOAD_CONST ('train_X', 'train_Y') CALL_FUNCTION STORE_FAST simple_gp LOAD_GLOBAL torch LOAD_ATTR tensor LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 5 BUILD_LIST BUILD_TUPLE LOAD_FAST tkwargs CALL_FUNCTION LOAD_FAST simple_gp LOAD_ATTR covar_module LOAD_ATTR base_kernel STORE_ATTR lengthscale LOAD_GLOBAL get_feature_importances_from_botorch_model LOAD_FAST simple_gp CALL_FUNCTION STORE_FAST importances LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST importances LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.6521739130434783 LOAD_CONST 0.21739130434782608 LOAD_CONST 0.13043478260869565 BUILD_LIST CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST importances LOAD_ATTR shape LOAD_CONST (1, 1, 3) CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST simple_gp LOAD_ATTR covar_module STORE_ATTR base_kernel LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL NotImplementedError LOAD_CONST 'Failed to extract lengthscales from `m.covar_module.base_kernel`' CALL_METHOD SETUP_WITH to 160 POP_TOP LOAD_GLOBAL get_feature_importances_from_botorch_model LOAD_FAST simple_gp CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL RuntimeError LOAD_CONST 'Cannot calculate feature_importances without a fitted model' CALL_METHOD SETUP_WITH to 192 POP_TOP LOAD_GLOBAL get_feature_importances_from_botorch_model LOAD_CONST None CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
import dataclasses from itertools import chain, product from typing import Any, cast, Dict from unittest import mock import numpy as np import torch from ax.core.search_space import SearchSpaceDigest from ax.exceptions.core import DataRequiredError from ax.models.torch.botorch import ( BotorchModel, get_feature_importances_from_botorch_model, get_rounding_func, ) from ax.models.torch.botorch_defaults import ( get_and_fit_model, get_chebyshev_scalarization, recommend_best_out_of_sample_point, ) from ax.models.torch.utils import sample_simplex from ax.models.torch_base import TorchOptConfig from ax.utils.common.testutils import TestCase from ax.utils.testing.mock import fast_botorch_optimize from ax.utils.testing.torch_stubs import get_torch_test_data from botorch.acquisition.utils import get_infeasible_cost from botorch.models import ModelListGP, SingleTaskGP from botorch.models.transforms.input import Warp from botorch.utils.datasets import SupervisedDataset from botorch.utils.objective import get_objective_weights_transform from gpytorch.likelihoods import _GaussianLikelihoodBase from gpytorch.likelihoods.gaussian_likelihood import FixedNoiseGaussianLikelihood from gpytorch.mlls import ExactMarginalLogLikelihood, LeaveOneOutPseudoLikelihood from gpytorch.priors import GammaPrior from gpytorch.priors.lkj_prior import LKJCovariancePrior FIT_MODEL_MO_PATH = f"{get_and_fit_model.__module__}.fit_gpytorch_mll" SAMPLE_SIMPLEX_UTIL_PATH = f"{sample_simplex.__module__}.sample_simplex" SAMPLE_HYPERSPHERE_UTIL_PATH = f"{sample_simplex.__module__}.sample_hypersphere" CHEBYSHEV_SCALARIZATION_PATH = ( f"{get_chebyshev_scalarization.__module__}.get_chebyshev_scalarization" ) def dummy_func(X: torch.Tensor) -> torch.Tensor: return X class BotorchModelTest(TestCase): def test_fixed_rank_BotorchModel( self, dtype: torch.dtype = torch.float, cuda: bool = False ) -> None: Xs1, Ys1, Yvars1, bounds, _, feature_names, metric_names = get_torch_test_data( dtype=dtype, cuda=cuda, constant_noise=True ) Xs2, Ys2, Yvars2, _, _, _, _ = get_torch_test_data( dtype=dtype, cuda=cuda, constant_noise=True ) model = BotorchModel(multitask_gp_ranks={"y": 2, "w": 1}) datasets = [ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( X=Xs2[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ] with self.assertRaisesRegex(RuntimeError, "Please fit the model first"): model.model with self.assertRaisesRegex(RuntimeError, "Please fit the model first"): model.search_space_digest search_space_digest = SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=[0], ) with self.assertRaisesRegex(RuntimeError, "manually is disallowed"): model.search_space_digest = search_space_digest with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=datasets, metric_names=["y", "w"], search_space_digest=search_space_digest, ) self.assertTrue(isinstance(model.search_space_digest, SearchSpaceDigest)) self.assertEqual(model.search_space_digest, search_space_digest) _mock_fit_model.assert_called_once() model.model = model.model # property assignment isn't blocked model_list = cast(ModelListGP, model.model).models self.assertEqual(model_list[0]._rank, 2) self.assertEqual(model_list[1]._rank, 1) def test_fixed_prior_BotorchModel( self, dtype: torch.dtype = torch.float, cuda: bool = False ) -> None: Xs1, Ys1, Yvars1, bounds, _, feature_names, metric_names = get_torch_test_data( dtype=dtype, cuda=cuda, constant_noise=True ) Xs2, Ys2, Yvars2, _, _, _, _ = get_torch_test_data( dtype=dtype, cuda=cuda, constant_noise=True ) kwargs = { "prior": { "covar_module_prior": { "lengthscale_prior": GammaPrior(6.0, 3.0), "outputscale_prior": GammaPrior(3.0, 12.0), }, "type": LKJCovariancePrior, "sd_prior": GammaPrior(2.0, 0.44), "eta": 0.6, } } model = BotorchModel(**kwargs) # pyre-ignore [6] datasets = [ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( X=Xs2[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ] with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=datasets, metric_names=["y", "w"], search_space_digest=SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=[0], ), ) _mock_fit_model.assert_called_once() model_list = cast(ModelListGP, model.model).models for i in range(1): self.assertEqual( model_list[i].covar_module.base_kernel.lengthscale_prior.concentration, 6.0, ) self.assertEqual( model_list[i].covar_module.base_kernel.lengthscale_prior.rate, 3.0, ) self.assertEqual( model_list[i].covar_module.outputscale_prior.concentration, 3.0, ) self.assertEqual( model_list[i].covar_module.outputscale_prior.rate, 12.0, ) self.assertIsInstance( model_list[i].task_covar_module.IndexKernelPrior, LKJCovariancePrior ) self.assertEqual( model_list[i].task_covar_module.IndexKernelPrior.sd_prior.concentration, 2.0, ) self.assertEqual( model_list[i].task_covar_module.IndexKernelPrior.sd_prior.rate, 0.44 ) self.assertEqual( model_list[i].task_covar_module.IndexKernelPrior.correlation_prior.eta, 0.6, ) @fast_botorch_optimize def test_BotorchModel( self, dtype: torch.dtype = torch.float, cuda: bool = False ) -> None: ( Xs1, Ys1, Yvars1, bounds, tfs, feature_names, metric_names, ) = get_torch_test_data(dtype=dtype, cuda=cuda, constant_noise=True) Xs2, Ys2, Yvars2, _, _, _, _ = get_torch_test_data( dtype=dtype, cuda=cuda, constant_noise=True ) for use_input_warping in (True, False): for use_loocv_pseudo_likelihood in (True, False): model = BotorchModel( use_input_warping=use_input_warping, use_loocv_pseudo_likelihood=use_loocv_pseudo_likelihood, ) Xs2_diff = [Xs2[0] + 0.1] datasets = [ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( X=Xs2_diff[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ] with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=datasets, metric_names=metric_names, search_space_digest=SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ), ) _mock_fit_model.assert_called_once() if use_loocv_pseudo_likelihood: mll_cls = LeaveOneOutPseudoLikelihood else: mll_cls = ExactMarginalLogLikelihood mlls = _mock_fit_model.mock_calls[0][1][0].mlls self.assertTrue(len(mlls) == 2) for mll in mlls: self.assertIsInstance(mll, mll_cls) self.assertTrue(torch.equal(model.Xs[0], Xs1[0])) self.assertTrue(torch.equal(model.Xs[1], Xs2_diff[0])) self.assertEqual(model.dtype, Xs1[0].dtype) self.assertEqual(model.device, Xs1[0].device) self.assertIsInstance(model.model, ModelListGP) model_list = cast(ModelListGP, model.model).models self.assertTrue(torch.equal(model_list[0].train_inputs[0], Xs1[0])) self.assertTrue(torch.equal(model_list[1].train_inputs[0], Xs2_diff[0])) self.assertTrue( torch.equal(model_list[0].train_targets, Ys1[0].view(-1)) ) self.assertTrue( torch.equal(model_list[1].train_targets, Ys2[0].view(-1)) ) self.assertIsInstance(model_list[0].likelihood, _GaussianLikelihoodBase) self.assertIsInstance(model_list[1].likelihood, _GaussianLikelihoodBase) if use_input_warping: self.assertTrue(model.use_input_warping) for m in model_list: if use_input_warping: self.assertTrue(hasattr(m, "input_transform")) self.assertIsInstance(m.input_transform, Warp) else: self.assertFalse(hasattr(m, "input_transform")) datasets_block = [ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( X=Xs2[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ] with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=datasets_block, metric_names=["y1", "y2"], search_space_digest=SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ), ) _mock_fit_model.assert_called_once() self.assertTrue(torch.equal(model.Xs[0], Xs1[0])) self.assertTrue(torch.equal(model.Xs[1], Xs2[0])) self.assertEqual(model.dtype, Xs1[0].dtype) self.assertEqual(model.device, Xs1[0].device) if use_input_warping: self.assertIsInstance(model.model, ModelListGP) models = model.model.models else: models = [model.model] Ys = [Ys1[0], Ys2[0]] for i, m in enumerate(models): self.assertIsInstance(m, SingleTaskGP) self.assertIsInstance(m.likelihood, FixedNoiseGaussianLikelihood) expected_train_inputs = Xs1[0] if not use_input_warping: expected_train_inputs = expected_train_inputs.unsqueeze(0).expand( torch.Size([2]) + Xs1[0].shape # pyre-fixme[58]: Unsupported operand ) expected_train_targets = torch.cat(Ys1 + Ys2, dim=-1).permute(1, 0) else: expected_train_targets = Ys[i].squeeze(-1) self.assertTrue( torch.equal( m.train_inputs[0], expected_train_inputs, ) ) self.assertTrue( torch.equal( m.train_targets, expected_train_targets, ) ) self.assertIsInstance(m.likelihood, _GaussianLikelihoodBase) tkwargs: Dict[str, Any] = { "device": torch.device("cuda" if cuda else "cpu"), "dtype": dtype, } objective_weights = torch.tensor([1.0, 0.0], **tkwargs) objective_transform = get_objective_weights_transform(objective_weights) infeasible_cost = torch.tensor( get_infeasible_cost( X=Xs1[0], model=model.model, objective=objective_transform ) ) expected_infeasible_cost = -1 * torch.min( objective_transform( model.model.posterior(Xs1[0]).mean - 6 * model.model.posterior(Xs1[0]).variance.sqrt() ).min(), torch.tensor(0.0, **tkwargs), ) self.assertTrue( torch.abs(infeasible_cost - expected_infeasible_cost) < 1e-5 ) X = torch.tensor([[6.0, 7.0, 8.0]], **tkwargs) f_mean, f_cov = model.predict(X) self.assertTrue(f_mean.shape == torch.Size([1, 2])) self.assertTrue(f_cov.shape == torch.Size([1, 2, 2])) objective_weights = torch.tensor([1.0, 0.0], **tkwargs) outcome_constraints = ( torch.tensor([[0.0, 1.0]], **tkwargs), torch.tensor([[5.0]], **tkwargs), ) linear_constraints = ( torch.tensor([[0.0, 1.0, 1.0]]), torch.tensor([[100.0]]), ) fixed_features = None pending_observations = [ torch.tensor([[1.0, 3.0, 4.0]], **tkwargs), torch.tensor([[2.0, 6.0, 8.0]], **tkwargs), ] n = 3 X_dummy = torch.tensor([[[1.0, 2.0, 3.0]]], **tkwargs) acqfv_dummy = torch.tensor([[[1.0, 2.0, 3.0]]], **tkwargs) model_gen_options = {"subset_model": False} search_space_digest = SearchSpaceDigest( feature_names=[], bounds=bounds, ) with mock.patch( "ax.models.torch.botorch_defaults.optimize_acqf", return_value=(X_dummy, acqfv_dummy), ) as mock_optimize_acqf: gen_results = model.gen( n=n, search_space_digest=search_space_digest, torch_opt_config=TorchOptConfig( objective_weights=objective_weights, outcome_constraints=outcome_constraints, linear_constraints=linear_constraints, fixed_features=fixed_features, pending_observations=pending_observations, model_gen_options=model_gen_options, rounding_func=dummy_func, ), ) self.assertTrue(torch.equal(gen_results.points, X_dummy.cpu())) self.assertTrue( torch.equal(gen_results.weights, torch.ones(n, dtype=dtype)) ) self.assertEqual( mock_optimize_acqf.call_args.kwargs["options"]["init_batch_limit"], 32 ) self.assertEqual( mock_optimize_acqf.call_args.kwargs["options"]["batch_limit"], 5 ) torch_opt_config = TorchOptConfig( objective_weights=objective_weights, fixed_features=fixed_features, pending_observations=pending_observations, model_gen_options={"optimizer_kwargs": {"joint_optimization": True}}, ) with mock.patch( "ax.models.torch.botorch_defaults.optimize_acqf", return_value=(X_dummy, acqfv_dummy), ) as mock_optimize_acqf: gen_results = model.gen( n=n, search_space_digest=search_space_digest, torch_opt_config=torch_opt_config, ) self.assertTrue(torch.equal(gen_results.points, X_dummy.cpu())) self.assertTrue( torch.equal(gen_results.weights, torch.ones(n, dtype=dtype)) ) mock_optimize_acqf.assert_called_once() with self.assertRaises(NotImplementedError): gen_results = model.gen( n=n, search_space_digest=dataclasses.replace( search_space_digest, fidelity_features=[0], target_values={0: 3.0}, ), torch_opt_config=torch_opt_config, ) dummy_rounding = get_rounding_func(rounding_func=dummy_func) X_temp = torch.rand(1, 2, 3, 4) self.assertTrue(torch.equal(X_temp, dummy_rounding(X_temp))) xbest = model.best_point( search_space_digest=search_space_digest, torch_opt_config=torch_opt_config, ) torch_opt_config = dataclasses.replace( torch_opt_config, fixed_features={0: 100.0}, ) xbest = model.best_point( search_space_digest=search_space_digest, torch_opt_config=torch_opt_config, ) self.assertIsNone(xbest) with self.assertRaises(NotImplementedError): xbest = model.best_point( search_space_digest=dataclasses.replace( search_space_digest, fidelity_features=[0], target_values={0: 3.0}, ), torch_opt_config=torch_opt_config, ) combined_datasets = [ SupervisedDataset( Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( Xs2[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ] mean, variance = model.cross_validate( datasets=combined_datasets, metric_names=["y1", "y2"], X_test=torch.tensor([[1.2, 3.2, 4.2], [2.4, 5.2, 3.2]], **tkwargs), ) self.assertTrue(mean.shape == torch.Size([2, 2])) self.assertTrue(variance.shape == torch.Size([2, 2, 2])) model.refit_on_cv = True mean, variance = model.cross_validate( datasets=combined_datasets, metric_names=["y1", "y2"], X_test=torch.tensor([[1.2, 3.2, 4.2], [2.4, 5.2, 3.2]], **tkwargs), ) self.assertTrue(mean.shape == torch.Size([2, 2])) self.assertTrue(variance.shape == torch.Size([2, 2, 2])) importances = model.feature_importances() self.assertEqual(importances.shape, torch.Size([2, 1, 3])) unfit_model = BotorchModel() with self.assertRaisesRegex( RuntimeError, r"Cannot cross-validate model that has not been fitted" ): unfit_model.cross_validate( datasets=combined_datasets, metric_names=["y1", "y2"], X_test=Xs1[0], ) with self.assertRaisesRegex( RuntimeError, r"Cannot calculate feature_importances without a fitted model", ): unfit_model.feature_importances() true_state_dict = { "mean_module.raw_constant": 3.5004, "covar_module.raw_outputscale": 2.2438, "covar_module.base_kernel.raw_lengthscale": [ [-0.9274, -0.9274, -0.9274] ], "covar_module.base_kernel.raw_lengthscale_constraint.lower_bound": 0.1, "covar_module.base_kernel.raw_lengthscale_constraint.upper_bound": 2.5, "covar_module.base_kernel.lengthscale_prior.concentration": 3.0, "covar_module.base_kernel.lengthscale_prior.rate": 6.0, "covar_module.raw_outputscale_constraint.lower_bound": 0.2, "covar_module.raw_outputscale_constraint.upper_bound": 2.6, "covar_module.outputscale_prior.concentration": 2.0, "covar_module.outputscale_prior.rate": 0.15, } true_state_dict = { key: torch.tensor(val, **tkwargs) for key, val in true_state_dict.items() } model = get_and_fit_model( Xs=Xs1, Ys=Ys1, Yvars=Yvars1, task_features=[], fidelity_features=[], metric_names=[metric_names[0]], state_dict=true_state_dict, refit_model=False, ) for k, v in chain(model.named_parameters(), model.named_buffers()): self.assertTrue(torch.equal(true_state_dict[k], v)) true_state_dict["mean_module.raw_constant"] += 0.1 true_state_dict["covar_module.raw_outputscale"] += 0.1 true_state_dict["covar_module.base_kernel.raw_lengthscale"] += 0.1 model = get_and_fit_model( Xs=Xs1, Ys=Ys1, Yvars=Yvars1, task_features=[], fidelity_features=[], metric_names=[metric_names[0]], state_dict=true_state_dict, refit_model=True, ) self.assertTrue( any( not torch.equal(true_state_dict[k], v) for k, v in chain(model.named_parameters(), model.named_buffers()) ) ) model = BotorchModel(best_point_recommender=recommend_best_out_of_sample_point) with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=datasets, metric_names=metric_names, search_space_digest=SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ), ) with self.assertRaises(RuntimeError): xbest = model.best_point( search_space_digest=search_space_digest, torch_opt_config=torch_opt_config, ) def test_BotorchModel_cuda(self) -> None: if torch.cuda.is_available(): self.test_BotorchModel(cuda=True) def test_BotorchModel_double(self) -> None: self.test_BotorchModel(dtype=torch.double) def test_BotorchModel_double_cuda(self) -> None: if torch.cuda.is_available(): self.test_BotorchModel(dtype=torch.double, cuda=True) def test_BotorchModelOneOutcome(self) -> None: ( Xs1, Ys1, Yvars1, bounds, tfs, feature_names, metric_names, ) = get_torch_test_data(dtype=torch.float, cuda=False, constant_noise=True) for use_input_warping, use_loocv_pseudo_likelihood in product( (True, False), (True, False) ): model = BotorchModel( use_input_warping=use_input_warping, use_loocv_pseudo_likelihood=use_loocv_pseudo_likelihood, ) with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=[ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ) ], metric_names=metric_names[:1], search_space_digest=SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ), ) _mock_fit_model.assert_called_once() if use_loocv_pseudo_likelihood: mll_cls = LeaveOneOutPseudoLikelihood else: mll_cls = ExactMarginalLogLikelihood self.assertIsInstance( _mock_fit_model.mock_calls[0][1][0], mll_cls, ) X = torch.rand(2, 3, dtype=torch.float) f_mean, f_cov = model.predict(X) self.assertTrue(f_mean.shape == torch.Size([2, 1])) self.assertTrue(f_cov.shape == torch.Size([2, 1, 1])) if use_input_warping: self.assertTrue(hasattr(model.model, "input_transform")) self.assertIsInstance(model.model.input_transform, Warp) else: self.assertFalse(hasattr(model.model, "input_transform")) def test_BotorchModelConstraints(self) -> None: ( Xs1, Ys1, Yvars1, bounds, tfs, feature_names, metric_names, ) = get_torch_test_data(dtype=torch.float, cuda=False, constant_noise=True) Xs2, Ys2, Yvars2, _, _, _, _ = get_torch_test_data( dtype=torch.float, cuda=False, constant_noise=True ) Xs2[0] = -1 * Xs2[0] objective_weights = torch.tensor( [-1.0, 1.0], dtype=torch.float, device=torch.device("cpu") ) n = 3 model = BotorchModel() search_space_digest = SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ) with mock.patch(FIT_MODEL_MO_PATH) as _mock_fit_model: model.fit( datasets=[ SupervisedDataset( X=Xs1[0], Y=Ys1[0], Yvar=Yvars1[0], feature_names=feature_names, outcome_names=metric_names, ), SupervisedDataset( X=Xs2[0], Y=Ys2[0], Yvar=Yvars2[0], feature_names=feature_names, outcome_names=metric_names, ), ], metric_names=metric_names, search_space_digest=search_space_digest, ) _mock_fit_model.assert_called_once() with self.assertRaises(ValueError): model.gen( n, search_space_digest=search_space_digest, torch_opt_config=TorchOptConfig(objective_weights), ) def test_botorchmodel_raises_when_no_data(self) -> None: _, _, _, bounds, tfs, feature_names, metric_names = get_torch_test_data( dtype=torch.float, cuda=False, constant_noise=True ) search_space_digest = SearchSpaceDigest( feature_names=feature_names, bounds=bounds, task_features=tfs, ) model = BotorchModel() with self.assertRaisesRegex( DataRequiredError, "BotorchModel.fit requires non-empty data sets." ): model.fit( datasets=[], metric_names=metric_names, search_space_digest=search_space_digest, ) def test_get_feature_importances_from_botorch_model(self) -> None: tkwargs = {"dtype": torch.double} train_X = torch.rand(5, 3, **tkwargs) # pyre-ignore [6] train_Y = train_X.sum(dim=-1, keepdim=True) simple_gp = SingleTaskGP(train_X=train_X, train_Y=train_Y) simple_gp.covar_module.base_kernel.lengthscale = torch.tensor( [1, 3, 5], **tkwargs # pyre-ignore [6] ) importances = get_feature_importances_from_botorch_model(simple_gp) self.assertTrue(np.allclose(importances, np.array([15 / 23, 5 / 23, 3 / 23]))) self.assertEqual(importances.shape, (1, 1, 3)) simple_gp.covar_module.base_kernel = None # pyre-ignore [16] with self.assertRaisesRegex( NotImplementedError, "Failed to extract lengthscales from `m.covar_module.base_kernel`", ): get_feature_importances_from_botorch_model(simple_gp) with self.assertRaisesRegex( RuntimeError, "Cannot calculate feature_importances without a fitted model", ): get_feature_importances_from_botorch_model(None)
data/ax-platform-0.3.6/ax/models/tests/test_botorch_model.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'HostedConnectionArgs' LOAD_CONST 'HostedConnection' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object HostedConnectionArgs at 0x7fab800a5300, file "f.py", line 11> LOAD_CONST 'HostedConnectionArgs' MAKE_FUNCTION LOAD_CONST 'HostedConnectionArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME HostedConnectionArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _HostedConnectionState at 0x7fab700035d0, file "f.py", line 98> LOAD_CONST '_HostedConnectionState' MAKE_FUNCTION LOAD_CONST '_HostedConnectionState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _HostedConnectionState LOAD_BUILD_CLASS LOAD_CONST <code object HostedConnection at 0x7fab81f311e0, file "f.py", line 349> LOAD_CONST 'HostedConnection' MAKE_FUNCTION LOAD_CONST 'HostedConnection' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME HostedConnection LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HostedConnectionArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST ('name',) BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('bandwidth', 'connection_id', 'owner_account_id', 'vlan', 'name') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70306c90, file "f.py", line 13> LOAD_CONST 'HostedConnectionArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bandwidth at 0x7fab70306660, file "f.py", line 37> LOAD_CONST 'HostedConnectionArgs.bandwidth' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME bandwidth LOAD_NAME bandwidth LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bandwidth at 0x7fab70306ed0, file "f.py", line 45> LOAD_CONST 'HostedConnectionArgs.bandwidth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bandwidth LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'connectionId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_id at 0x7fab822589c0, file "f.py", line 49> LOAD_CONST 'HostedConnectionArgs.connection_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME connection_id LOAD_NAME connection_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_id at 0x7fab82258e40, file "f.py", line 57> LOAD_CONST 'HostedConnectionArgs.connection_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME connection_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ownerAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab82258150, file "f.py", line 61> LOAD_CONST 'HostedConnectionArgs.owner_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME owner_account_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab800a50c0, file "f.py", line 69> LOAD_CONST 'HostedConnectionArgs.owner_account_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vlan at 0x7fab800a5030, file "f.py", line 73> LOAD_CONST 'HostedConnectionArgs.vlan' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vlan LOAD_NAME vlan LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vlan at 0x7fab800a5270, file "f.py", line 81> LOAD_CONST 'HostedConnectionArgs.vlan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vlan LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab800a5150, file "f.py", line 85> LOAD_CONST 'HostedConnectionArgs.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab800a5390, file "f.py", line 93> LOAD_CONST 'HostedConnectionArgs.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'bandwidth' LOAD_FAST bandwidth CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'connection_id' LOAD_FAST connection_id CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'owner_account_id' LOAD_FAST owner_account_id CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'vlan' LOAD_FAST vlan CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'bandwidth' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'bandwidth' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'connection_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'connection_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'owner_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'owner_account_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vlan' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'vlan' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_HostedConnectionState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('aws_device', 'bandwidth', 'connection_id', 'has_logical_redundancy', 'jumbo_frame_capable', 'lag_id', 'loa_issue_time', 'location', 'name', 'owner_account_id', 'partner_name', 'provider_name', 'region', 'state', 'vlan') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('aws_device', 'bandwidth', 'connection_id', 'has_logical_redundancy', 'jumbo_frame_capable', 'lag_id', 'loa_issue_time', 'location', 'name', 'owner_account_id', 'partner_name', 'provider_name', 'region', 'state', 'vlan') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab800a54b0, file "f.py", line 100> LOAD_CONST '_HostedConnectionState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'awsDevice' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object aws_device at 0x7fab800a5420, file "f.py", line 168> LOAD_CONST '_HostedConnectionState.aws_device' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME aws_device LOAD_NAME aws_device LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object aws_device at 0x7fab800a5540, file "f.py", line 176> LOAD_CONST '_HostedConnectionState.aws_device' MAKE_FUNCTION CALL_FUNCTION STORE_NAME aws_device LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bandwidth at 0x7fab800a55d0, file "f.py", line 180> LOAD_CONST '_HostedConnectionState.bandwidth' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME bandwidth LOAD_NAME bandwidth LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bandwidth at 0x7fab800a5660, file "f.py", line 188> LOAD_CONST '_HostedConnectionState.bandwidth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bandwidth LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'connectionId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_id at 0x7fab800a56f0, file "f.py", line 192> LOAD_CONST '_HostedConnectionState.connection_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME connection_id LOAD_NAME connection_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_id at 0x7fab800a5780, file "f.py", line 200> LOAD_CONST '_HostedConnectionState.connection_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME connection_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'hasLogicalRedundancy' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object has_logical_redundancy at 0x7fab800a5810, file "f.py", line 204> LOAD_CONST '_HostedConnectionState.has_logical_redundancy' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME has_logical_redundancy LOAD_NAME has_logical_redundancy LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object has_logical_redundancy at 0x7fab800a58a0, file "f.py", line 212> LOAD_CONST '_HostedConnectionState.has_logical_redundancy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME has_logical_redundancy LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'jumboFrameCapable' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object jumbo_frame_capable at 0x7fab800a5930, file "f.py", line 216> LOAD_CONST '_HostedConnectionState.jumbo_frame_capable' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME jumbo_frame_capable LOAD_NAME jumbo_frame_capable LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object jumbo_frame_capable at 0x7fab800a59c0, file "f.py", line 224> LOAD_CONST '_HostedConnectionState.jumbo_frame_capable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME jumbo_frame_capable LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'lagId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object lag_id at 0x7fab800a5a50, file "f.py", line 228> LOAD_CONST '_HostedConnectionState.lag_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME lag_id LOAD_NAME lag_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object lag_id at 0x7fab800a5ae0, file "f.py", line 236> LOAD_CONST '_HostedConnectionState.lag_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lag_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'loaIssueTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object loa_issue_time at 0x7fab800a5b70, file "f.py", line 240> LOAD_CONST '_HostedConnectionState.loa_issue_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME loa_issue_time LOAD_NAME loa_issue_time LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object loa_issue_time at 0x7fab800a5c00, file "f.py", line 248> LOAD_CONST '_HostedConnectionState.loa_issue_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME loa_issue_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7fab800a5c90, file "f.py", line 252> LOAD_CONST '_HostedConnectionState.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7fab800a5d20, file "f.py", line 260> LOAD_CONST '_HostedConnectionState.location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab800a5db0, file "f.py", line 264> LOAD_CONST '_HostedConnectionState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab800a5e40, file "f.py", line 272> LOAD_CONST '_HostedConnectionState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ownerAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab800a5ed0, file "f.py", line 276> LOAD_CONST '_HostedConnectionState.owner_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME owner_account_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab800a5f60, file "f.py", line 284> LOAD_CONST '_HostedConnectionState.owner_account_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'partnerName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object partner_name at 0x7fab70003030, file "f.py", line 288> LOAD_CONST '_HostedConnectionState.partner_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME partner_name LOAD_NAME partner_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object partner_name at 0x7fab700030c0, file "f.py", line 296> LOAD_CONST '_HostedConnectionState.partner_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME partner_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'providerName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object provider_name at 0x7fab70003150, file "f.py", line 300> LOAD_CONST '_HostedConnectionState.provider_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME provider_name LOAD_NAME provider_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object provider_name at 0x7fab700031e0, file "f.py", line 308> LOAD_CONST '_HostedConnectionState.provider_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME provider_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab70003270, file "f.py", line 312> LOAD_CONST '_HostedConnectionState.region' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME region LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab70003300, file "f.py", line 320> LOAD_CONST '_HostedConnectionState.region' MAKE_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab70003390, file "f.py", line 324> LOAD_CONST '_HostedConnectionState.state' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME state LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab70003420, file "f.py", line 332> LOAD_CONST '_HostedConnectionState.state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vlan at 0x7fab700034b0, file "f.py", line 336> LOAD_CONST '_HostedConnectionState.vlan' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vlan LOAD_NAME vlan LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vlan at 0x7fab70003540, file "f.py", line 344> LOAD_CONST '_HostedConnectionState.vlan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vlan LOAD_CONST None RETURN_VALUE LOAD_FAST aws_device LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'aws_device' LOAD_FAST aws_device CALL_METHOD POP_TOP LOAD_FAST bandwidth LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'bandwidth' LOAD_FAST bandwidth CALL_METHOD POP_TOP LOAD_FAST connection_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'connection_id' LOAD_FAST connection_id CALL_METHOD POP_TOP LOAD_FAST has_logical_redundancy LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'has_logical_redundancy' LOAD_FAST has_logical_redundancy CALL_METHOD POP_TOP LOAD_FAST jumbo_frame_capable LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'jumbo_frame_capable' LOAD_FAST jumbo_frame_capable CALL_METHOD POP_TOP LOAD_FAST lag_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'lag_id' LOAD_FAST lag_id CALL_METHOD POP_TOP LOAD_FAST loa_issue_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'loa_issue_time' LOAD_FAST loa_issue_time CALL_METHOD POP_TOP LOAD_FAST location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'location' LOAD_FAST location CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST owner_account_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'owner_account_id' LOAD_FAST owner_account_id CALL_METHOD POP_TOP LOAD_FAST partner_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'partner_name' LOAD_FAST partner_name CALL_METHOD POP_TOP LOAD_FAST provider_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'provider_name' LOAD_FAST provider_name CALL_METHOD POP_TOP LOAD_FAST region LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'region' LOAD_FAST region CALL_METHOD POP_TOP LOAD_FAST state LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'state' LOAD_FAST state CALL_METHOD POP_TOP LOAD_FAST vlan LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'vlan' LOAD_FAST vlan CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'aws_device' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'aws_device' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'bandwidth' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'bandwidth' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'connection_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'connection_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'has_logical_redundancy' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'has_logical_redundancy' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'jumbo_frame_capable' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'jumbo_frame_capable' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'lag_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'lag_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'loa_issue_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'loa_issue_time' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'owner_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'owner_account_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'partner_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'partner_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'provider_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'provider_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'region' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'region' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'state' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'state' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vlan' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'vlan' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HostedConnection' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'bandwidth', 'connection_id', 'name', 'owner_account_id', 'vlan') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70003660, file "f.py", line 350> LOAD_CONST 'HostedConnection.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME HostedConnectionArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab700036f0, file "f.py", line 387> LOAD_CONST 'HostedConnection.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70003780, file "f.py", line 415> LOAD_CONST 'HostedConnection.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'bandwidth', 'connection_id', 'name', 'owner_account_id', 'vlan') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab70003810, file "f.py", line 424> LOAD_CONST 'HostedConnection._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'HostedConnection' LOAD_CONST ('resource_name', 'id', 'opts', 'aws_device', 'bandwidth', 'connection_id', 'has_logical_redundancy', 'jumbo_frame_capable', 'lag_id', 'loa_issue_time', 'location', 'name', 'owner_account_id', 'partner_name', 'provider_name', 'region', 'state', 'vlan', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab700038a0, file "f.py", line 479> LOAD_CONST 'HostedConnection.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'awsDevice' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object aws_device at 0x7fab70003930, file "f.py", line 544> LOAD_CONST 'HostedConnection.aws_device' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME aws_device LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bandwidth at 0x7fab700039c0, file "f.py", line 552> LOAD_CONST 'HostedConnection.bandwidth' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME bandwidth LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'connectionId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_id at 0x7fab70003a50, file "f.py", line 560> LOAD_CONST 'HostedConnection.connection_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME connection_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'hasLogicalRedundancy' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object has_logical_redundancy at 0x7fab70003ae0, file "f.py", line 568> LOAD_CONST 'HostedConnection.has_logical_redundancy' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME has_logical_redundancy LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'jumboFrameCapable' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object jumbo_frame_capable at 0x7fab70003b70, file "f.py", line 576> LOAD_CONST 'HostedConnection.jumbo_frame_capable' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME jumbo_frame_capable LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'lagId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object lag_id at 0x7fab70003c00, file "f.py", line 584> LOAD_CONST 'HostedConnection.lag_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME lag_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'loaIssueTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object loa_issue_time at 0x7fab70003c90, file "f.py", line 592> LOAD_CONST 'HostedConnection.loa_issue_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME loa_issue_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7fab70003d20, file "f.py", line 600> LOAD_CONST 'HostedConnection.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab70003db0, file "f.py", line 608> LOAD_CONST 'HostedConnection.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ownerAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab70003e40, file "f.py", line 616> LOAD_CONST 'HostedConnection.owner_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'partnerName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object partner_name at 0x7fab70003ed0, file "f.py", line 624> LOAD_CONST 'HostedConnection.partner_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME partner_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'providerName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object provider_name at 0x7fab70003f60, file "f.py", line 632> LOAD_CONST 'HostedConnection.provider_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME provider_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab81f31030, file "f.py", line 640> LOAD_CONST 'HostedConnection.region' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab81f310c0, file "f.py", line 648> LOAD_CONST 'HostedConnection.state' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vlan at 0x7fab81f31150, file "f.py", line 656> LOAD_CONST 'HostedConnection.vlan' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vlan LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL HostedConnectionArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL HostedConnectionArgs LOAD_METHOD __new__ LOAD_GLOBAL HostedConnectionArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST bandwidth LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'bandwidth'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST bandwidth LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'bandwidth' STORE_SUBSCR LOAD_FAST connection_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'connection_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST connection_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'connection_id' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST owner_account_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'owner_account_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST owner_account_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'owner_account_id' STORE_SUBSCR LOAD_FAST vlan LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'vlan'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST vlan LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'vlan' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'aws_device' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'has_logical_redundancy' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'jumbo_frame_capable' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'lag_id' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'loa_issue_time' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'partner_name' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'provider_name' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'region' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'state' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL HostedConnection LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'aws:directconnect/hostedConnection:HostedConnection' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _HostedConnectionState LOAD_METHOD __new__ LOAD_GLOBAL _HostedConnectionState CALL_METHOD STORE_FAST __props__ LOAD_FAST aws_device LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'aws_device' STORE_SUBSCR LOAD_FAST bandwidth LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'bandwidth' STORE_SUBSCR LOAD_FAST connection_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'connection_id' STORE_SUBSCR LOAD_FAST has_logical_redundancy LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'has_logical_redundancy' STORE_SUBSCR LOAD_FAST jumbo_frame_capable LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'jumbo_frame_capable' STORE_SUBSCR LOAD_FAST lag_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'lag_id' STORE_SUBSCR LOAD_FAST loa_issue_time LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'loa_issue_time' STORE_SUBSCR LOAD_FAST location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST owner_account_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'owner_account_id' STORE_SUBSCR LOAD_FAST partner_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'partner_name' STORE_SUBSCR LOAD_FAST provider_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'provider_name' STORE_SUBSCR LOAD_FAST region LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'region' STORE_SUBSCR LOAD_FAST state LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'state' STORE_SUBSCR LOAD_FAST vlan LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'vlan' STORE_SUBSCR LOAD_GLOBAL HostedConnection LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'aws_device' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'bandwidth' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'connection_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'has_logical_redundancy' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'jumbo_frame_capable' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'lag_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'loa_issue_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'owner_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'partner_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'provider_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'region' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'state' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vlan' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["HostedConnectionArgs", "HostedConnection"] @pulumi.input_type class HostedConnectionArgs: def __init__( __self__, *, bandwidth: pulumi.Input[str], connection_id: pulumi.Input[str], owner_account_id: pulumi.Input[str], vlan: pulumi.Input[int], name: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a HostedConnection resource. :param pulumi.Input[str] bandwidth: The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. :param pulumi.Input[str] connection_id: The ID of the interconnect or LAG. :param pulumi.Input[str] owner_account_id: The ID of the AWS account of the customer for the connection. :param pulumi.Input[int] vlan: The dedicated VLAN provisioned to the hosted connection. :param pulumi.Input[str] name: The name of the connection. """ pulumi.set(__self__, "bandwidth", bandwidth) pulumi.set(__self__, "connection_id", connection_id) pulumi.set(__self__, "owner_account_id", owner_account_id) pulumi.set(__self__, "vlan", vlan) if name is not None: pulumi.set(__self__, "name", name) @property @pulumi.getter def bandwidth(self) -> pulumi.Input[str]: """ The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. """ return pulumi.get(self, "bandwidth") @bandwidth.setter def bandwidth(self, value: pulumi.Input[str]): pulumi.set(self, "bandwidth", value) @property @pulumi.getter(name="connectionId") def connection_id(self) -> pulumi.Input[str]: """ The ID of the interconnect or LAG. """ return pulumi.get(self, "connection_id") @connection_id.setter def connection_id(self, value: pulumi.Input[str]): pulumi.set(self, "connection_id", value) @property @pulumi.getter(name="ownerAccountId") def owner_account_id(self) -> pulumi.Input[str]: """ The ID of the AWS account of the customer for the connection. """ return pulumi.get(self, "owner_account_id") @owner_account_id.setter def owner_account_id(self, value: pulumi.Input[str]): pulumi.set(self, "owner_account_id", value) @property @pulumi.getter def vlan(self) -> pulumi.Input[int]: """ The dedicated VLAN provisioned to the hosted connection. """ return pulumi.get(self, "vlan") @vlan.setter def vlan(self, value: pulumi.Input[int]): pulumi.set(self, "vlan", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The name of the connection. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @pulumi.input_type class _HostedConnectionState: def __init__( __self__, *, aws_device: Optional[pulumi.Input[str]] = None, bandwidth: Optional[pulumi.Input[str]] = None, connection_id: Optional[pulumi.Input[str]] = None, has_logical_redundancy: Optional[pulumi.Input[str]] = None, jumbo_frame_capable: Optional[pulumi.Input[bool]] = None, lag_id: Optional[pulumi.Input[str]] = None, loa_issue_time: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, owner_account_id: Optional[pulumi.Input[str]] = None, partner_name: Optional[pulumi.Input[str]] = None, provider_name: Optional[pulumi.Input[str]] = None, region: Optional[pulumi.Input[str]] = None, state: Optional[pulumi.Input[str]] = None, vlan: Optional[pulumi.Input[int]] = None ): """ Input properties used for looking up and filtering HostedConnection resources. :param pulumi.Input[str] aws_device: The Direct Connect endpoint on which the physical connection terminates. :param pulumi.Input[str] bandwidth: The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. :param pulumi.Input[str] connection_id: The ID of the interconnect or LAG. :param pulumi.Input[str] has_logical_redundancy: Indicates whether the connection supports a secondary BGP peer in the same address family (IPv4/IPv6). :param pulumi.Input[bool] jumbo_frame_capable: Boolean value representing if jumbo frames have been enabled for this connection. :param pulumi.Input[str] lag_id: The ID of the LAG. :param pulumi.Input[str] loa_issue_time: The time of the most recent call to [DescribeLoa](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_DescribeLoa.html) for this connection. :param pulumi.Input[str] location: The location of the connection. :param pulumi.Input[str] name: The name of the connection. :param pulumi.Input[str] owner_account_id: The ID of the AWS account of the customer for the connection. :param pulumi.Input[str] partner_name: The name of the AWS Direct Connect service provider associated with the connection. :param pulumi.Input[str] provider_name: The name of the service provider associated with the connection. :param pulumi.Input[str] region: The AWS Region where the connection is located. :param pulumi.Input[str] state: The state of the connection. Possible values include: ordering, requested, pending, available, down, deleting, deleted, rejected, unknown. See [AllocateHostedConnection](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_AllocateHostedConnection.html) for a description of each connection state. :param pulumi.Input[int] vlan: The dedicated VLAN provisioned to the hosted connection. """ if aws_device is not None: pulumi.set(__self__, "aws_device", aws_device) if bandwidth is not None: pulumi.set(__self__, "bandwidth", bandwidth) if connection_id is not None: pulumi.set(__self__, "connection_id", connection_id) if has_logical_redundancy is not None: pulumi.set(__self__, "has_logical_redundancy", has_logical_redundancy) if jumbo_frame_capable is not None: pulumi.set(__self__, "jumbo_frame_capable", jumbo_frame_capable) if lag_id is not None: pulumi.set(__self__, "lag_id", lag_id) if loa_issue_time is not None: pulumi.set(__self__, "loa_issue_time", loa_issue_time) if location is not None: pulumi.set(__self__, "location", location) if name is not None: pulumi.set(__self__, "name", name) if owner_account_id is not None: pulumi.set(__self__, "owner_account_id", owner_account_id) if partner_name is not None: pulumi.set(__self__, "partner_name", partner_name) if provider_name is not None: pulumi.set(__self__, "provider_name", provider_name) if region is not None: pulumi.set(__self__, "region", region) if state is not None: pulumi.set(__self__, "state", state) if vlan is not None: pulumi.set(__self__, "vlan", vlan) @property @pulumi.getter(name="awsDevice") def aws_device(self) -> Optional[pulumi.Input[str]]: """ The Direct Connect endpoint on which the physical connection terminates. """ return pulumi.get(self, "aws_device") @aws_device.setter def aws_device(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "aws_device", value) @property @pulumi.getter def bandwidth(self) -> Optional[pulumi.Input[str]]: """ The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. """ return pulumi.get(self, "bandwidth") @bandwidth.setter def bandwidth(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "bandwidth", value) @property @pulumi.getter(name="connectionId") def connection_id(self) -> Optional[pulumi.Input[str]]: """ The ID of the interconnect or LAG. """ return pulumi.get(self, "connection_id") @connection_id.setter def connection_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "connection_id", value) @property @pulumi.getter(name="hasLogicalRedundancy") def has_logical_redundancy(self) -> Optional[pulumi.Input[str]]: """ Indicates whether the connection supports a secondary BGP peer in the same address family (IPv4/IPv6). """ return pulumi.get(self, "has_logical_redundancy") @has_logical_redundancy.setter def has_logical_redundancy(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "has_logical_redundancy", value) @property @pulumi.getter(name="jumboFrameCapable") def jumbo_frame_capable(self) -> Optional[pulumi.Input[bool]]: """ Boolean value representing if jumbo frames have been enabled for this connection. """ return pulumi.get(self, "jumbo_frame_capable") @jumbo_frame_capable.setter def jumbo_frame_capable(self, value: Optional[pulumi.Input[bool]]): pulumi.set(self, "jumbo_frame_capable", value) @property @pulumi.getter(name="lagId") def lag_id(self) -> Optional[pulumi.Input[str]]: """ The ID of the LAG. """ return pulumi.get(self, "lag_id") @lag_id.setter def lag_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "lag_id", value) @property @pulumi.getter(name="loaIssueTime") def loa_issue_time(self) -> Optional[pulumi.Input[str]]: """ The time of the most recent call to [DescribeLoa](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_DescribeLoa.html) for this connection. """ return pulumi.get(self, "loa_issue_time") @loa_issue_time.setter def loa_issue_time(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "loa_issue_time", value) @property @pulumi.getter def location(self) -> Optional[pulumi.Input[str]]: """ The location of the connection. """ return pulumi.get(self, "location") @location.setter def location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "location", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The name of the connection. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="ownerAccountId") def owner_account_id(self) -> Optional[pulumi.Input[str]]: """ The ID of the AWS account of the customer for the connection. """ return pulumi.get(self, "owner_account_id") @owner_account_id.setter def owner_account_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "owner_account_id", value) @property @pulumi.getter(name="partnerName") def partner_name(self) -> Optional[pulumi.Input[str]]: """ The name of the AWS Direct Connect service provider associated with the connection. """ return pulumi.get(self, "partner_name") @partner_name.setter def partner_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "partner_name", value) @property @pulumi.getter(name="providerName") def provider_name(self) -> Optional[pulumi.Input[str]]: """ The name of the service provider associated with the connection. """ return pulumi.get(self, "provider_name") @provider_name.setter def provider_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "provider_name", value) @property @pulumi.getter def region(self) -> Optional[pulumi.Input[str]]: """ The AWS Region where the connection is located. """ return pulumi.get(self, "region") @region.setter def region(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "region", value) @property @pulumi.getter def state(self) -> Optional[pulumi.Input[str]]: """ The state of the connection. Possible values include: ordering, requested, pending, available, down, deleting, deleted, rejected, unknown. See [AllocateHostedConnection](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_AllocateHostedConnection.html) for a description of each connection state. """ return pulumi.get(self, "state") @state.setter def state(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "state", value) @property @pulumi.getter def vlan(self) -> Optional[pulumi.Input[int]]: """ The dedicated VLAN provisioned to the hosted connection. """ return pulumi.get(self, "vlan") @vlan.setter def vlan(self, value: Optional[pulumi.Input[int]]): pulumi.set(self, "vlan", value) class HostedConnection(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, bandwidth: Optional[pulumi.Input[str]] = None, connection_id: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, owner_account_id: Optional[pulumi.Input[str]] = None, vlan: Optional[pulumi.Input[int]] = None, __props__=None, ): """ Provides a hosted connection on the specified interconnect or a link aggregation group (LAG) of interconnects. Intended for use by AWS Direct Connect Partners only. ```python import pulumi import pulumi_aws as aws hosted = aws.directconnect.HostedConnection("hosted", bandwidth="100Mbps", connection_id="dxcon-ffabc123", owner_account_id="123456789012", vlan=1) ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] bandwidth: The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. :param pulumi.Input[str] connection_id: The ID of the interconnect or LAG. :param pulumi.Input[str] name: The name of the connection. :param pulumi.Input[str] owner_account_id: The ID of the AWS account of the customer for the connection. :param pulumi.Input[int] vlan: The dedicated VLAN provisioned to the hosted connection. """ ... @overload def __init__( __self__, resource_name: str, args: HostedConnectionArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Provides a hosted connection on the specified interconnect or a link aggregation group (LAG) of interconnects. Intended for use by AWS Direct Connect Partners only. ```python import pulumi import pulumi_aws as aws hosted = aws.directconnect.HostedConnection("hosted", bandwidth="100Mbps", connection_id="dxcon-ffabc123", owner_account_id="123456789012", vlan=1) ``` :param str resource_name: The name of the resource. :param HostedConnectionArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( HostedConnectionArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, bandwidth: Optional[pulumi.Input[str]] = None, connection_id: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, owner_account_id: Optional[pulumi.Input[str]] = None, vlan: Optional[pulumi.Input[int]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = HostedConnectionArgs.__new__(HostedConnectionArgs) if bandwidth is None and not opts.urn: raise TypeError("Missing required property 'bandwidth'") __props__.__dict__["bandwidth"] = bandwidth if connection_id is None and not opts.urn: raise TypeError("Missing required property 'connection_id'") __props__.__dict__["connection_id"] = connection_id __props__.__dict__["name"] = name if owner_account_id is None and not opts.urn: raise TypeError("Missing required property 'owner_account_id'") __props__.__dict__["owner_account_id"] = owner_account_id if vlan is None and not opts.urn: raise TypeError("Missing required property 'vlan'") __props__.__dict__["vlan"] = vlan __props__.__dict__["aws_device"] = None __props__.__dict__["has_logical_redundancy"] = None __props__.__dict__["jumbo_frame_capable"] = None __props__.__dict__["lag_id"] = None __props__.__dict__["loa_issue_time"] = None __props__.__dict__["location"] = None __props__.__dict__["partner_name"] = None __props__.__dict__["provider_name"] = None __props__.__dict__["region"] = None __props__.__dict__["state"] = None super(HostedConnection, __self__).__init__( "aws:directconnect/hostedConnection:HostedConnection", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, aws_device: Optional[pulumi.Input[str]] = None, bandwidth: Optional[pulumi.Input[str]] = None, connection_id: Optional[pulumi.Input[str]] = None, has_logical_redundancy: Optional[pulumi.Input[str]] = None, jumbo_frame_capable: Optional[pulumi.Input[bool]] = None, lag_id: Optional[pulumi.Input[str]] = None, loa_issue_time: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, owner_account_id: Optional[pulumi.Input[str]] = None, partner_name: Optional[pulumi.Input[str]] = None, provider_name: Optional[pulumi.Input[str]] = None, region: Optional[pulumi.Input[str]] = None, state: Optional[pulumi.Input[str]] = None, vlan: Optional[pulumi.Input[int]] = None, ) -> "HostedConnection": """ Get an existing HostedConnection resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] aws_device: The Direct Connect endpoint on which the physical connection terminates. :param pulumi.Input[str] bandwidth: The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. :param pulumi.Input[str] connection_id: The ID of the interconnect or LAG. :param pulumi.Input[str] has_logical_redundancy: Indicates whether the connection supports a secondary BGP peer in the same address family (IPv4/IPv6). :param pulumi.Input[bool] jumbo_frame_capable: Boolean value representing if jumbo frames have been enabled for this connection. :param pulumi.Input[str] lag_id: The ID of the LAG. :param pulumi.Input[str] loa_issue_time: The time of the most recent call to [DescribeLoa](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_DescribeLoa.html) for this connection. :param pulumi.Input[str] location: The location of the connection. :param pulumi.Input[str] name: The name of the connection. :param pulumi.Input[str] owner_account_id: The ID of the AWS account of the customer for the connection. :param pulumi.Input[str] partner_name: The name of the AWS Direct Connect service provider associated with the connection. :param pulumi.Input[str] provider_name: The name of the service provider associated with the connection. :param pulumi.Input[str] region: The AWS Region where the connection is located. :param pulumi.Input[str] state: The state of the connection. Possible values include: ordering, requested, pending, available, down, deleting, deleted, rejected, unknown. See [AllocateHostedConnection](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_AllocateHostedConnection.html) for a description of each connection state. :param pulumi.Input[int] vlan: The dedicated VLAN provisioned to the hosted connection. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _HostedConnectionState.__new__(_HostedConnectionState) __props__.__dict__["aws_device"] = aws_device __props__.__dict__["bandwidth"] = bandwidth __props__.__dict__["connection_id"] = connection_id __props__.__dict__["has_logical_redundancy"] = has_logical_redundancy __props__.__dict__["jumbo_frame_capable"] = jumbo_frame_capable __props__.__dict__["lag_id"] = lag_id __props__.__dict__["loa_issue_time"] = loa_issue_time __props__.__dict__["location"] = location __props__.__dict__["name"] = name __props__.__dict__["owner_account_id"] = owner_account_id __props__.__dict__["partner_name"] = partner_name __props__.__dict__["provider_name"] = provider_name __props__.__dict__["region"] = region __props__.__dict__["state"] = state __props__.__dict__["vlan"] = vlan return HostedConnection(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="awsDevice") def aws_device(self) -> pulumi.Output[str]: """ The Direct Connect endpoint on which the physical connection terminates. """ return pulumi.get(self, "aws_device") @property @pulumi.getter def bandwidth(self) -> pulumi.Output[str]: """ The bandwidth of the connection. Valid values for dedicated connections: 1Gbps, 10Gbps. Valid values for hosted connections: 50Mbps, 100Mbps, 200Mbps, 300Mbps, 400Mbps, 500Mbps, 1Gbps, 2Gbps, 5Gbps and 10Gbps. Case sensitive. """ return pulumi.get(self, "bandwidth") @property @pulumi.getter(name="connectionId") def connection_id(self) -> pulumi.Output[str]: """ The ID of the interconnect or LAG. """ return pulumi.get(self, "connection_id") @property @pulumi.getter(name="hasLogicalRedundancy") def has_logical_redundancy(self) -> pulumi.Output[str]: """ Indicates whether the connection supports a secondary BGP peer in the same address family (IPv4/IPv6). """ return pulumi.get(self, "has_logical_redundancy") @property @pulumi.getter(name="jumboFrameCapable") def jumbo_frame_capable(self) -> pulumi.Output[bool]: """ Boolean value representing if jumbo frames have been enabled for this connection. """ return pulumi.get(self, "jumbo_frame_capable") @property @pulumi.getter(name="lagId") def lag_id(self) -> pulumi.Output[str]: """ The ID of the LAG. """ return pulumi.get(self, "lag_id") @property @pulumi.getter(name="loaIssueTime") def loa_issue_time(self) -> pulumi.Output[str]: """ The time of the most recent call to [DescribeLoa](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_DescribeLoa.html) for this connection. """ return pulumi.get(self, "loa_issue_time") @property @pulumi.getter def location(self) -> pulumi.Output[str]: """ The location of the connection. """ return pulumi.get(self, "location") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ The name of the connection. """ return pulumi.get(self, "name") @property @pulumi.getter(name="ownerAccountId") def owner_account_id(self) -> pulumi.Output[str]: """ The ID of the AWS account of the customer for the connection. """ return pulumi.get(self, "owner_account_id") @property @pulumi.getter(name="partnerName") def partner_name(self) -> pulumi.Output[str]: """ The name of the AWS Direct Connect service provider associated with the connection. """ return pulumi.get(self, "partner_name") @property @pulumi.getter(name="providerName") def provider_name(self) -> pulumi.Output[str]: """ The name of the service provider associated with the connection. """ return pulumi.get(self, "provider_name") @property @pulumi.getter def region(self) -> pulumi.Output[str]: """ The AWS Region where the connection is located. """ return pulumi.get(self, "region") @property @pulumi.getter def state(self) -> pulumi.Output[str]: """ The state of the connection. Possible values include: ordering, requested, pending, available, down, deleting, deleted, rejected, unknown. See [AllocateHostedConnection](https://docs.aws.amazon.com/directconnect/latest/APIReference/API_AllocateHostedConnection.html) for a description of each connection state. """ return pulumi.get(self, "state") @property @pulumi.getter def vlan(self) -> pulumi.Output[int]: """ The dedicated VLAN provisioned to the hosted connection. """ return pulumi.get(self, "vlan")
data/pulumi_aws-6.22.2/pulumi_aws/directconnect/hosted_connection.py
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9,037
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('HttpResponseError',) IMPORT_NAME azure.core.exceptions IMPORT_FROM HttpResponseError STORE_NAME HttpResponseError POP_TOP LOAD_CONST 0 LOAD_CONST ('InvalidArgumentValueError',) IMPORT_NAME azure.cli.core.azclierror IMPORT_FROM InvalidArgumentValueError STORE_NAME InvalidArgumentValueError POP_TOP LOAD_CONST 0 LOAD_CONST ('LongRunningOperation',) IMPORT_NAME azure.cli.core.commands IMPORT_FROM LongRunningOperation STORE_NAME LongRunningOperation POP_TOP LOAD_CONST 0 LOAD_CONST ('ApplicationTypeResource', 'ApplicationTypeVersionResource', 'ApplicationResource', 'ApplicationUpgradePolicy', 'ApplicationHealthPolicy', 'NamedPartitionScheme', 'PartitionScheme', 'RollingUpgradeMonitoringPolicy', 'ServiceCorrelation', 'ServiceLoadMetric', 'ServiceResource', 'StatefulServiceProperties', 'StatelessServiceProperties', 'ServiceTypeHealthPolicy', 'ServiceKind', 'SingletonPartitionScheme', 'UniformInt64RangePartitionScheme') IMPORT_NAME azure.mgmt.servicefabricmanagedclusters.models IMPORT_FROM ApplicationTypeResource STORE_NAME ApplicationTypeResource IMPORT_FROM ApplicationTypeVersionResource STORE_NAME ApplicationTypeVersionResource IMPORT_FROM ApplicationResource STORE_NAME ApplicationResource IMPORT_FROM ApplicationUpgradePolicy STORE_NAME ApplicationUpgradePolicy IMPORT_FROM ApplicationHealthPolicy STORE_NAME ApplicationHealthPolicy IMPORT_FROM NamedPartitionScheme STORE_NAME NamedPartitionScheme IMPORT_FROM PartitionScheme STORE_NAME PartitionScheme IMPORT_FROM RollingUpgradeMonitoringPolicy STORE_NAME RollingUpgradeMonitoringPolicy IMPORT_FROM ServiceCorrelation STORE_NAME ServiceCorrelation IMPORT_FROM ServiceLoadMetric STORE_NAME ServiceLoadMetric IMPORT_FROM ServiceResource STORE_NAME ServiceResource IMPORT_FROM StatefulServiceProperties STORE_NAME StatefulServiceProperties IMPORT_FROM StatelessServiceProperties STORE_NAME StatelessServiceProperties IMPORT_FROM ServiceTypeHealthPolicy STORE_NAME ServiceTypeHealthPolicy IMPORT_FROM ServiceKind STORE_NAME ServiceKind IMPORT_FROM SingletonPartitionScheme STORE_NAME SingletonPartitionScheme IMPORT_FROM UniformInt64RangePartitionScheme STORE_NAME UniformInt64RangePartitionScheme POP_TOP LOAD_CONST 0 LOAD_CONST ('add_to_collection', '_get_managed_cluster_location', 'delete_from_collection', 'find_in_collection', 'update_in_collection') IMPORT_NAME azure.cli.command_modules.servicefabric._sf_utils IMPORT_FROM add_to_collection STORE_NAME add_to_collection IMPORT_FROM _get_managed_cluster_location STORE_NAME _get_managed_cluster_location IMPORT_FROM delete_from_collection STORE_NAME delete_from_collection IMPORT_FROM find_in_collection STORE_NAME find_in_collection IMPORT_FROM update_in_collection STORE_NAME update_in_collection POP_TOP LOAD_CONST 0 LOAD_CONST ('get_logger',) IMPORT_NAME knack.log IMPORT_FROM get_logger STORE_NAME get_logger POP_TOP LOAD_NAME get_logger LOAD_NAME __name__ CALL_FUNCTION STORE_NAME logger LOAD_CONST '/subscriptions/{subscription}/resourceGroups/{rg}/providers/Microsoft.ServiceFabric/managedclusters/{cluster}/applicationTypes/{appType}/versions/{version}' STORE_NAME APP_VERSION_ARM_RESOURCE_ID_FORMAT LOAD_CONST False STORE_NAME CONSIDER_WARNING_AS_ERROR_DEFAULT LOAD_CONST 0 STORE_NAME MAX_PERCENT_UNHEALTHY_DEPLOYED_APPLICATIONS_DEFAULT LOAD_CONST 'Manual' STORE_NAME FAILURE_ACTION_DEFAULT LOAD_NAME time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_NAME time LOAD_METHOD gmtime LOAD_CONST 120 CALL_METHOD CALL_METHOD STORE_NAME HEALTH_CHECK_STABLE_DURATION_DEFAULT LOAD_NAME time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_NAME time LOAD_METHOD gmtime LOAD_CONST 600 CALL_METHOD CALL_METHOD STORE_NAME HEALTH_CHECK_RETRY_TIMEOUT_DEFAULT LOAD_NAME time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_NAME time LOAD_METHOD gmtime LOAD_CONST 0 CALL_METHOD CALL_METHOD STORE_NAME HEALTH_CHECK_WAIT_DURATION_DEFAULT LOAD_CONST 43200 STORE_NAME _twelve_hours LOAD_NAME time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_NAME time LOAD_METHOD gmtime LOAD_NAME _twelve_hours CALL_METHOD CALL_METHOD STORE_NAME UPGRADE_TIMEOUT_DEFAULT LOAD_NAME time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_NAME time LOAD_METHOD gmtime LOAD_NAME _twelve_hours CALL_METHOD CALL_METHOD STORE_NAME UPGRADE_DOMAIN_TIMEOUT LOAD_CONST 0 STORE_NAME SERVICE_TYPE_UNHEALTHY_SERVICES_MAX_PERCENT_DEFAULT LOAD_CONST 0 STORE_NAME SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_REPLICAS_PER_PARTITION_DEFAULT LOAD_CONST 0 STORE_NAME SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_PARTITIONS_PER_SERVICE_DEFAULT LOAD_CONST (None, None, None) LOAD_CONST <code object create_app at 0x7fab54036c90, file "f.py", line 55> LOAD_CONST 'create_app' MAKE_FUNCTION STORE_NAME create_app LOAD_CONST (None, None, False, False, None, None, None, None, None, None, None, None, None, False, None, None, None, None, None, None) LOAD_CONST <code object update_app at 0x7fab54036810, file "f.py", line 111> LOAD_CONST 'update_app' MAKE_FUNCTION STORE_NAME update_app LOAD_CONST (None,) LOAD_CONST <code object create_app_type at 0x7fab54036660, file "f.py", line 183> LOAD_CONST 'create_app_type' MAKE_FUNCTION STORE_NAME create_app_type LOAD_CONST (None,) LOAD_CONST <code object update_app_type at 0x7fab54036930, file "f.py", line 208> LOAD_CONST 'update_app_type' MAKE_FUNCTION STORE_NAME update_app_type LOAD_CONST (None,) LOAD_CONST <code object create_app_type_version at 0x7fab54036540, file "f.py", line 227> LOAD_CONST 'create_app_type_version' MAKE_FUNCTION STORE_NAME create_app_type_version LOAD_CONST (None, None) LOAD_CONST <code object update_app_type_version at 0x7fab54036db0, file "f.py", line 271> LOAD_CONST 'update_app_type_version' MAKE_FUNCTION STORE_NAME update_app_type_version LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None, 'singleton', None, None, None, None, None) LOAD_CONST <code object create_service at 0x7fab41e98b70, file "f.py", line 306> LOAD_CONST 'create_service' MAKE_FUNCTION STORE_NAME create_service LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None) LOAD_CONST <code object update_service at 0x7fab41e98ae0, file "f.py", line 418> LOAD_CONST 'update_service' MAKE_FUNCTION STORE_NAME update_service LOAD_CONST (None, None, None, None) LOAD_CONST <code object create_service_load_metric at 0x7fab41e98810, file "f.py", line 493> LOAD_CONST 'create_service_load_metric' MAKE_FUNCTION STORE_NAME create_service_load_metric LOAD_CONST (None, None, None, None) LOAD_CONST <code object update_service_load_metric at 0x7fab41e98e40, file "f.py", line 523> LOAD_CONST 'update_service_load_metric' MAKE_FUNCTION STORE_NAME update_service_load_metric LOAD_CONST <code object delete_service_load_metric at 0x7fab41e988a0, file "f.py", line 572> LOAD_CONST 'delete_service_load_metric' MAKE_FUNCTION STORE_NAME delete_service_load_metric LOAD_CONST <code object create_service_correlation at 0x7fab41e98780, file "f.py", line 594> LOAD_CONST 'create_service_correlation' MAKE_FUNCTION STORE_NAME create_service_correlation LOAD_CONST <code object update_service_correlation at 0x7fab41e980c0, file "f.py", line 619> LOAD_CONST 'update_service_correlation' MAKE_FUNCTION STORE_NAME update_service_correlation LOAD_CONST <code object delete_service_correlation at 0x7fab41e98030, file "f.py", line 654> LOAD_CONST 'delete_service_correlation' MAKE_FUNCTION STORE_NAME delete_service_correlation LOAD_CONST <code object _format_app_version at 0x7fab41e98930, file "f.py", line 679> LOAD_CONST '_format_app_version' MAKE_FUNCTION STORE_NAME _format_app_version LOAD_CONST <code object _replace_app_version at 0x7fab41e98390, file "f.py", line 692> LOAD_CONST '_replace_app_version' MAKE_FUNCTION STORE_NAME _replace_app_version LOAD_CONST <code object _set_service_type_health_policy at 0x7fab41e98540, file "f.py", line 698> LOAD_CONST '_set_service_type_health_policy' MAKE_FUNCTION STORE_NAME _set_service_type_health_policy LOAD_CONST <code object _set_upgrade_policy at 0x7fab41be14b0, file "f.py", line 723> LOAD_CONST '_set_upgrade_policy' MAKE_FUNCTION STORE_NAME _set_upgrade_policy LOAD_CONST <code object _set_partition_description at 0x7fab41be10c0, file "f.py", line 844> LOAD_CONST '_set_partition_description' MAKE_FUNCTION STORE_NAME _set_partition_description LOAD_CONST <code object _set_stateless_service_properties at 0x7fab41be1b70, file "f.py", line 864> LOAD_CONST '_set_stateless_service_properties' MAKE_FUNCTION STORE_NAME _set_stateless_service_properties LOAD_CONST <code object _set_stateful_service_properties at 0x7fab41be18a0, file "f.py", line 874> LOAD_CONST '_set_stateful_service_properties' MAKE_FUNCTION STORE_NAME _set_stateful_service_properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _get_managed_cluster_location LOAD_FAST cmd LOAD_ATTR cli_ctx LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_FUNCTION STORE_FAST location LOAD_FAST package_url LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL create_app_type_version LOAD_FAST cmd LOAD_FAST client LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST application_type_version LOAD_FAST package_url CALL_FUNCTION POP_TOP SETUP_EXCEPT to 178 LOAD_FAST client LOAD_ATTR applications LOAD_METHOD list LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_METHOD STORE_FAST apps SETUP_LOOP to 106 LOAD_FAST apps GET_ITER FOR_ITER to 104 STORE_FAST app LOAD_FAST app LOAD_ATTR name LOAD_METHOD lower CALL_METHOD LOAD_FAST application_name LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST "Application '%s' already exists" LOAD_FAST application_name CALL_METHOD POP_TOP LOAD_FAST app RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _format_app_version LOAD_FAST cmd LOAD_ATTR cli_ctx LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST application_type_version CALL_FUNCTION STORE_FAST new_app_type_version LOAD_GLOBAL ApplicationResource LOAD_FAST new_app_type_version LOAD_FAST application_parameters LOAD_FAST location LOAD_FAST tags LOAD_CONST ('version', 'parameters', 'location', 'tags') CALL_FUNCTION STORE_FAST appResource LOAD_FAST application_name LOAD_FAST appResource STORE_ATTR name LOAD_FAST client LOAD_ATTR applications LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST appResource CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 212 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 226 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 144 LOAD_FAST client LOAD_ATTR applications LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name CALL_METHOD STORE_FAST currentApp LOAD_FAST currentApp STORE_FAST appResource LOAD_FAST application_type_version POP_JUMP_IF_FALSE LOAD_GLOBAL _replace_app_version LOAD_FAST appResource LOAD_ATTR version LOAD_FAST application_type_version CALL_FUNCTION LOAD_FAST appResource STORE_ATTR version LOAD_FAST application_parameters POP_JUMP_IF_FALSE LOAD_FAST appResource LOAD_ATTR parameters LOAD_METHOD update LOAD_FAST application_parameters CALL_METHOD POP_TOP LOAD_FAST tags POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST appResource STORE_ATTR tags LOAD_GLOBAL _set_upgrade_policy LOAD_FAST currentApp LOAD_ATTR upgrade_policy LOAD_FAST force_restart LOAD_FAST recreate_application LOAD_FAST upgrade_replica_set_check_timeout LOAD_FAST instance_close_delay_duration LOAD_FAST failure_action LOAD_FAST upgrade_mode LOAD_FAST health_check_retry_timeout LOAD_FAST health_check_wait_duration LOAD_FAST health_check_stable_duration LOAD_FAST upgrade_domain_timeout LOAD_FAST upgrade_timeout LOAD_FAST consider_warning_as_error LOAD_FAST default_service_type_max_percent_unhealthy_partitions_per_service LOAD_FAST default_service_type_max_percent_unhealthy_replicas_per_partition LOAD_FAST default_service_type_max_percent_unhealthy_services LOAD_FAST max_percent_unhealthy_deployed_applications LOAD_FAST service_type_health_policy_map CALL_FUNCTION LOAD_FAST appResource STORE_ATTR upgrade_policy LOAD_FAST client LOAD_ATTR applications LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST appResource CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 178 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 192 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 120 LOAD_GLOBAL _get_managed_cluster_location LOAD_FAST cmd LOAD_ATTR cli_ctx LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_FUNCTION STORE_FAST location LOAD_FAST client LOAD_ATTR application_types LOAD_METHOD list LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_METHOD STORE_FAST appTypes SETUP_LOOP to 78 LOAD_FAST appTypes GET_ITER FOR_ITER to 76 STORE_FAST appType LOAD_FAST appType LOAD_ATTR name LOAD_METHOD lower CALL_METHOD LOAD_FAST application_type_name LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST "Application type '%s' already exists" LOAD_FAST application_type_name CALL_METHOD POP_TOP LOAD_FAST appType RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ApplicationTypeResource LOAD_FAST location LOAD_FAST tags LOAD_CONST ('location', 'tags') CALL_FUNCTION STORE_FAST appTypeResource LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST "Creating application type '%s'" LOAD_FAST application_type_name CALL_METHOD POP_TOP LOAD_FAST client LOAD_ATTR application_types LOAD_METHOD create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST appTypeResource CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 154 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 168 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 58 LOAD_FAST client LOAD_ATTR application_types LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name CALL_METHOD STORE_FAST currentAppType LOAD_FAST tags POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST currentAppType STORE_ATTR tags LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST "Updating application type '%s'" LOAD_FAST application_type_name CALL_METHOD POP_TOP LOAD_FAST client LOAD_ATTR application_types LOAD_METHOD create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST currentAppType CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 92 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _get_managed_cluster_location LOAD_FAST cmd LOAD_ATTR cli_ctx LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_FUNCTION STORE_FAST location LOAD_GLOBAL create_app_type LOAD_FAST cmd LOAD_FAST client LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name CALL_FUNCTION POP_TOP SETUP_EXCEPT to 158 LOAD_FAST client LOAD_ATTR application_type_versions LOAD_METHOD list_by_application_types LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name CALL_METHOD STORE_FAST appTypeVerions SETUP_LOOP to 96 LOAD_FAST appTypeVerions GET_ITER FOR_ITER to 94 STORE_FAST appTypeVerion LOAD_FAST appTypeVerion LOAD_ATTR name LOAD_METHOD lower CALL_METHOD LOAD_FAST version LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST "Application type version '%s' already exists" LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST appTypeVerion RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ApplicationTypeVersionResource LOAD_FAST package_url LOAD_FAST location LOAD_FAST tags LOAD_CONST ('app_package_url', 'location', 'tags') CALL_FUNCTION STORE_FAST appTypeVersionResource LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Creating application type version %s:%s' LOAD_FAST application_type_name LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST client LOAD_ATTR application_type_versions LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST version LOAD_FAST appTypeVersionResource CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 192 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 206 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 86 LOAD_FAST client LOAD_ATTR application_type_versions LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST version CALL_METHOD STORE_FAST currentAppTypeVersion LOAD_FAST package_url LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST package_url LOAD_FAST currentAppTypeVersion STORE_ATTR app_package_url LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST currentAppTypeVersion STORE_ATTR tags LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Updating application type version %s:%s' LOAD_FAST application_type_name LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST client LOAD_ATTR application_type_versions LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_type_name LOAD_FAST version LOAD_FAST currentAppTypeVersion CALL_METHOD LOAD_METHOD result CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 120 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 134 END_FINALLY LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_EXCEPT to 346 LOAD_GLOBAL _get_managed_cluster_location LOAD_FAST cmd LOAD_ATTR cli_ctx LOAD_FAST resource_group_name LOAD_FAST cluster_name CALL_FUNCTION STORE_FAST location LOAD_FAST client LOAD_ATTR services LOAD_METHOD list_by_applications LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name CALL_METHOD STORE_FAST services SETUP_LOOP to 82 LOAD_FAST services GET_ITER FOR_ITER to 80 STORE_FAST service LOAD_FAST service LOAD_ATTR name LOAD_METHOD lower CALL_METHOD LOAD_FAST service_name LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST "Service '%s' already exists" LOAD_FAST service_name CALL_METHOD POP_TOP LOAD_FAST service RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ServiceResource LOAD_FAST location LOAD_FAST tags LOAD_CONST ('location', 'tags') CALL_FUNCTION STORE_FAST serviceResource LOAD_FAST service_name LOAD_FAST serviceResource STORE_ATTR name LOAD_FAST state LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL ServiceKind LOAD_ATTR STATELESS LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL StatelessServiceProperties LOAD_FAST service_type LOAD_FAST instance_count LOAD_GLOBAL _set_partition_description LOAD_FAST partition_scheme LOAD_FAST partition_names LOAD_FAST partition_count LOAD_FAST low_key LOAD_FAST high_key CALL_FUNCTION LOAD_CONST ('service_type_name', 'instance_count', 'partition_description') CALL_FUNCTION STORE_FAST properties LOAD_GLOBAL _set_stateless_service_properties LOAD_FAST properties LOAD_FAST min_instance_count LOAD_FAST min_instance_percentage CALL_FUNCTION LOAD_FAST serviceResource STORE_ATTR properties JUMP_FORWARD to 242 LOAD_FAST state LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL ServiceKind LOAD_ATTR STATEFUL LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL StatefulServiceProperties LOAD_FAST service_type LOAD_FAST instance_count LOAD_GLOBAL _set_partition_description LOAD_FAST partition_scheme LOAD_FAST partition_names LOAD_FAST partition_count LOAD_FAST low_key LOAD_FAST high_key CALL_FUNCTION LOAD_FAST min_replica_set_size LOAD_FAST target_replica_set_size LOAD_CONST ('service_type_name', 'instance_count', 'partition_description', 'min_replica_set_size', 'target_replica_set_size') CALL_FUNCTION STORE_FAST properties LOAD_GLOBAL _set_stateful_service_properties LOAD_FAST properties LOAD_FAST has_persisted_state LOAD_FAST service_placement_time_limit LOAD_FAST stand_by_replica_keep_duration LOAD_FAST quorum_loss_wait_duration LOAD_FAST replica_restart_wait_duration CALL_FUNCTION LOAD_FAST serviceResource STORE_ATTR properties JUMP_FORWARD to 242 LOAD_GLOBAL InvalidArgumentValueError LOAD_CONST "Invalid --state '%s': service state is not valid." LOAD_FAST state BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_LIST LOAD_FAST serviceResource LOAD_ATTR properties STORE_ATTR service_load_metrics BUILD_LIST LOAD_FAST serviceResource LOAD_ATTR properties STORE_ATTR correlation_scheme LOAD_FAST default_move_cost LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST default_move_cost LOAD_FAST serviceResource LOAD_ATTR properties STORE_ATTR default_move_cost LOAD_FAST placement_constraints LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST placement_constraints LOAD_FAST serviceResource LOAD_ATTR properties STORE_ATTR placement_constraints LOAD_FAST service_package_activation_mode LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST service_package_activation_mode LOAD_FAST serviceResource LOAD_ATTR properties STORE_ATTR service_package_activation_mode LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST serviceResource CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 382 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 396 END_FINALLY LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_EXCEPT to 256 LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST currentService LOAD_FAST currentService LOAD_ATTR properties LOAD_ATTR service_kind STORE_FAST state LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST "Updating service '%s'" LOAD_FAST service_name CALL_METHOD POP_TOP LOAD_FAST tags POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST currentService STORE_ATTR tags LOAD_FAST state LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL ServiceKind LOAD_ATTR STATELESS LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST instance_count LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST instance_count LOAD_FAST currentService LOAD_ATTR properties STORE_ATTR instance_count LOAD_GLOBAL _set_stateless_service_properties LOAD_FAST currentService LOAD_ATTR properties LOAD_FAST min_instance_count LOAD_FAST min_instance_percentage CALL_FUNCTION LOAD_FAST currentService STORE_ATTR properties JUMP_FORWARD to 190 LOAD_FAST state LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL ServiceKind LOAD_ATTR STATEFUL LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST min_replica_set_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST min_replica_set_size LOAD_FAST currentService LOAD_ATTR properties STORE_ATTR min_replica_set_size LOAD_FAST target_replica_set_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST target_replica_set_size LOAD_FAST currentService LOAD_ATTR properties STORE_ATTR target_replica_set_size LOAD_GLOBAL _set_stateful_service_properties LOAD_FAST currentService LOAD_ATTR properties LOAD_CONST None LOAD_FAST service_placement_time_limit LOAD_FAST stand_by_replica_keep_duration LOAD_FAST quorum_loss_wait_duration LOAD_FAST replica_restart_wait_duration CALL_FUNCTION LOAD_FAST currentService STORE_ATTR properties JUMP_FORWARD to 190 LOAD_GLOBAL InvalidArgumentValueError LOAD_CONST "Invalid --state '%s': service state is not valid." LOAD_FAST state BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST default_move_cost LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST default_move_cost LOAD_FAST currentService LOAD_ATTR properties STORE_ATTR default_move_cost LOAD_FAST placement_constraints LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST placement_constraints LOAD_FAST currentService LOAD_ATTR properties STORE_ATTR placement_constraints LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST currentService CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 292 LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'HttpResponseError: %s' LOAD_FAST ex CALL_METHOD POP_TOP RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 306 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL ServiceLoadMetric LOAD_FAST metric_name LOAD_FAST weight LOAD_FAST primary_default_load LOAD_FAST secondary_default_load LOAD_FAST default_load LOAD_CONST ('name', 'weight', 'primary_default_load', 'secondary_default_load', 'default_load') CALL_FUNCTION STORE_FAST new_metric LOAD_GLOBAL add_to_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'service_load_metrics' LOAD_FAST new_metric LOAD_CONST 'name' CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL find_in_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'service_load_metrics' LOAD_CONST 'name' LOAD_FAST metric_name CALL_FUNCTION STORE_FAST existing_metric LOAD_FAST existing_metric LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'Metric %s does not exist.' LOAD_FAST metric_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ServiceLoadMetric LOAD_FAST metric_name LOAD_FAST weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST weight JUMP_FORWARD to 78 LOAD_FAST existing_metric LOAD_ATTR weight LOAD_FAST primary_default_load LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST primary_default_load JUMP_FORWARD to 94 LOAD_FAST existing_metric LOAD_ATTR primary_default_load LOAD_FAST secondary_default_load LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST secondary_default_load JUMP_FORWARD to 110 LOAD_FAST existing_metric LOAD_ATTR secondary_default_load LOAD_FAST default_load LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST default_load JUMP_FORWARD to 126 LOAD_FAST existing_metric LOAD_ATTR default_load LOAD_CONST ('name', 'weight', 'primary_default_load', 'secondary_default_load', 'default_load') CALL_FUNCTION STORE_FAST updated_metric LOAD_GLOBAL update_in_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'service_load_metrics' LOAD_FAST updated_metric LOAD_CONST 'name' CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL delete_from_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'service_load_metrics' LOAD_CONST 'name' LOAD_FAST metric_name CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL ServiceCorrelation LOAD_FAST correlated_service_name LOAD_FAST scheme LOAD_CONST ('service_name', 'scheme') CALL_FUNCTION STORE_FAST new_correlation LOAD_GLOBAL add_to_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'correlation_scheme' LOAD_FAST new_correlation LOAD_CONST 'service_name' CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL find_in_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'correlation_scheme' LOAD_CONST 'service_name' LOAD_FAST correlated_service_name CALL_FUNCTION STORE_FAST existing_correlation LOAD_FAST existing_correlation LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD error LOAD_CONST 'Correlation %s does not exist.' LOAD_FAST correlated_service_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ServiceCorrelation LOAD_FAST correlated_service_name LOAD_FAST scheme LOAD_CONST ('service_name', 'scheme') CALL_FUNCTION STORE_FAST updated_correlation LOAD_GLOBAL update_in_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'correlation_scheme' LOAD_FAST updated_correlation LOAD_CONST 'service_name' CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_FAST client LOAD_ATTR services LOAD_METHOD get LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name CALL_METHOD STORE_FAST service LOAD_GLOBAL delete_from_collection LOAD_FAST service LOAD_ATTR properties LOAD_CONST 'correlation_scheme' LOAD_CONST 'service_name' LOAD_FAST correlated_service_name CALL_FUNCTION POP_TOP LOAD_FAST client LOAD_ATTR services LOAD_METHOD begin_create_or_update LOAD_FAST resource_group_name LOAD_FAST cluster_name LOAD_FAST application_name LOAD_FAST service_name LOAD_FAST service CALL_METHOD STORE_FAST poller LOAD_GLOBAL LongRunningOperation LOAD_FAST cmd LOAD_ATTR cli_ctx CALL_FUNCTION LOAD_FAST poller CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('get_subscription_id',) IMPORT_NAME azure.cli.core.commands.client_factory IMPORT_FROM get_subscription_id STORE_FAST get_subscription_id POP_TOP LOAD_FAST get_subscription_id LOAD_FAST cli_ctx CALL_FUNCTION STORE_FAST subscription_id LOAD_GLOBAL APP_VERSION_ARM_RESOURCE_ID_FORMAT LOAD_ATTR format LOAD_FAST subscription_id LOAD_FAST rg_name LOAD_FAST cluster_name LOAD_FAST app_type LOAD_FAST new_app_version LOAD_CONST ('subscription', 'rg', 'cluster', 'appType', 'version') CALL_FUNCTION RETURN_VALUE LOAD_FAST old_app_version LOAD_ATTR rsplit LOAD_CONST '/' LOAD_CONST 1 LOAD_CONST ('sep', 'maxsplit') CALL_FUNCTION STORE_FAST split_version_id LOAD_FAST new_app_version LOAD_FAST split_version_id LOAD_CONST -1 STORE_SUBSCR LOAD_CONST '/' LOAD_METHOD join LOAD_FAST split_version_id CALL_METHOD RETURN_VALUE LOAD_CLOSURE service_type_health_policy_map BUILD_TUPLE LOAD_CONST <code object _policy_string_to_object at 0x7fab41e98ed0, file "f.py", line 699> LOAD_CONST '_set_service_type_health_policy.<locals>._policy_string_to_object' MAKE_FUNCTION STORE_DEREF _policy_string_to_object LOAD_CLOSURE _policy_string_to_object BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab41e98420, file "f.py", line 717> LOAD_CONST '_set_service_type_health_policy.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF service_type_health_policy_map LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 28 LOAD_GLOBAL map LOAD_GLOBAL int LOAD_FAST value_string LOAD_METHOD split LOAD_CONST ',' CALL_METHOD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST max_percent_unhealthy_partitions_per_service STORE_FAST max_percent_unhealthy_replicas_per_partition STORE_FAST max_percent_unhealthy_services POP_BLOCK JUMP_FORWARD to 52 POP_TOP POP_TOP POP_TOP LOAD_GLOBAL InvalidArgumentValueError LOAD_CONST "Invalid --service-type-health-policy-map '%s': service type health policy map is not valid." LOAD_DEREF service_type_health_policy_map BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 52 END_FINALLY LOAD_GLOBAL ServiceTypeHealthPolicy LOAD_FAST max_percent_unhealthy_partitions_per_service LOAD_FAST max_percent_unhealthy_replicas_per_partition LOAD_FAST max_percent_unhealthy_services LOAD_CONST ('max_percent_unhealthy_partitions_per_service', 'max_percent_unhealthy_replicas_per_partition', 'max_percent_unhealthy_services') CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_DEREF _policy_string_to_object LOAD_FAST v CALL_FUNCTION LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST current_upgrade_policy LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ApplicationUpgradePolicy CALL_FUNCTION STORE_FAST current_upgrade_policy LOAD_FAST force_restart LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force_restart LOAD_FAST current_upgrade_policy STORE_ATTR force_restart LOAD_FAST recreate_application LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST recreate_application LOAD_FAST current_upgrade_policy STORE_ATTR recreate_application LOAD_FAST upgrade_mode POP_JUMP_IF_FALSE LOAD_FAST upgrade_mode LOAD_FAST current_upgrade_policy STORE_ATTR upgrade_mode LOAD_FAST upgrade_replica_set_check_timeout LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST upgrade_replica_set_check_timeout LOAD_FAST current_upgrade_policy STORE_ATTR upgrade_replica_set_check_timeout LOAD_FAST instance_close_delay_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST instance_close_delay_duration LOAD_FAST current_upgrade_policy STORE_ATTR instance_close_delay_duration LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RollingUpgradeMonitoringPolicy LOAD_GLOBAL FAILURE_ACTION_DEFAULT LOAD_GLOBAL HEALTH_CHECK_STABLE_DURATION_DEFAULT LOAD_GLOBAL HEALTH_CHECK_RETRY_TIMEOUT_DEFAULT LOAD_GLOBAL HEALTH_CHECK_WAIT_DURATION_DEFAULT LOAD_GLOBAL UPGRADE_TIMEOUT_DEFAULT LOAD_GLOBAL UPGRADE_DOMAIN_TIMEOUT LOAD_CONST ('failure_action', 'health_check_stable_duration', 'health_check_retry_timeout', 'health_check_wait_duration', 'upgrade_timeout', 'upgrade_domain_timeout') CALL_FUNCTION LOAD_FAST current_upgrade_policy STORE_ATTR rolling_upgrade_monitoring_policy LOAD_FAST failure_action POP_JUMP_IF_FALSE LOAD_FAST failure_action LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR failure_action LOAD_FAST health_check_stable_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST health_check_stable_duration CALL_METHOD CALL_METHOD LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR health_check_stable_duration LOAD_FAST health_check_retry_timeout LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST health_check_retry_timeout CALL_METHOD CALL_METHOD LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR health_check_retry_timeout LOAD_FAST health_check_wait_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST health_check_wait_duration CALL_METHOD CALL_METHOD LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR health_check_wait_duration LOAD_FAST upgrade_timeout LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST upgrade_timeout CALL_METHOD CALL_METHOD LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR upgrade_timeout LOAD_FAST upgrade_domain_timeout LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%H:%M:%S' LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST upgrade_domain_timeout CALL_METHOD CALL_METHOD LOAD_FAST current_upgrade_policy LOAD_ATTR rolling_upgrade_monitoring_policy STORE_ATTR upgrade_domain_timeout LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ApplicationHealthPolicy LOAD_GLOBAL CONSIDER_WARNING_AS_ERROR_DEFAULT LOAD_GLOBAL MAX_PERCENT_UNHEALTHY_DEPLOYED_APPLICATIONS_DEFAULT LOAD_CONST ('consider_warning_as_error', 'max_percent_unhealthy_deployed_applications') CALL_FUNCTION LOAD_FAST current_upgrade_policy STORE_ATTR application_health_policy LOAD_FAST consider_warning_as_error EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy STORE_ATTR consider_warning_as_error LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy LOAD_ATTR default_service_type_health_policy LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ServiceTypeHealthPolicy LOAD_GLOBAL SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_PARTITIONS_PER_SERVICE_DEFAULT LOAD_GLOBAL SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_REPLICAS_PER_PARTITION_DEFAULT LOAD_GLOBAL SERVICE_TYPE_UNHEALTHY_SERVICES_MAX_PERCENT_DEFAULT LOAD_CONST ('max_percent_unhealthy_partitions_per_service', 'max_percent_unhealthy_replicas_per_partition', 'max_percent_unhealthy_services') CALL_FUNCTION LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy STORE_ATTR default_service_type_health_policy LOAD_FAST default_service_type_max_percent_unhealthy_partitions_per_service LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST default_service_type_max_percent_unhealthy_partitions_per_service LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy LOAD_ATTR default_service_type_health_policy STORE_ATTR max_percent_unhealthy_partitions_per_service LOAD_FAST default_service_type_max_percent_unhealthy_replicas_per_partition LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST default_service_type_max_percent_unhealthy_replicas_per_partition LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy LOAD_ATTR default_service_type_health_policy STORE_ATTR max_percent_unhealthy_replicas_per_partition LOAD_FAST default_service_type_max_percent_unhealthy_services LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST default_service_type_max_percent_unhealthy_services LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy LOAD_ATTR default_service_type_health_policy STORE_ATTR max_percent_unhealthy_partitions_per_service LOAD_FAST max_percent_unhealthy_deployed_applications LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST max_percent_unhealthy_deployed_applications LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy STORE_ATTR max_percent_unhealthy_deployed_applications LOAD_FAST service_type_health_policy_map EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _set_service_type_health_policy LOAD_FAST service_type_health_policy_map CALL_FUNCTION LOAD_FAST current_upgrade_policy LOAD_ATTR application_health_policy STORE_ATTR service_type_health_policy_map LOAD_FAST current_upgrade_policy RETURN_VALUE LOAD_CONST None STORE_FAST partition_description LOAD_FAST partition_scheme LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL PartitionScheme LOAD_ATTR SINGLETON LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL SingletonPartitionScheme CALL_FUNCTION STORE_FAST partition_description JUMP_FORWARD to 106 LOAD_FAST partition_scheme LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL PartitionScheme LOAD_ATTR NAMED LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL NamedPartitionScheme LOAD_FAST partition_names LOAD_CONST ('names',) CALL_FUNCTION STORE_FAST partition_description JUMP_FORWARD to 106 LOAD_FAST partition_scheme LOAD_METHOD lower CALL_METHOD LOAD_GLOBAL PartitionScheme LOAD_ATTR UNIFORM_INT64_RANGE LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL UniformInt64RangePartitionScheme LOAD_FAST partition_count LOAD_FAST low_key LOAD_FAST high_key LOAD_CONST ('count', 'low_key', 'high_key') CALL_FUNCTION STORE_FAST partition_description JUMP_FORWARD to 106 LOAD_GLOBAL InvalidArgumentValueError LOAD_CONST "Invalid --partition-scheme '%s': service partition scheme is not valid." LOAD_FAST partition_scheme BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST partition_description RETURN_VALUE LOAD_FAST min_instance_count LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST min_instance_count LOAD_FAST properties STORE_ATTR min_instance_count LOAD_FAST min_instance_percentage LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST min_instance_percentage LOAD_FAST properties STORE_ATTR min_instance_percentage LOAD_FAST properties RETURN_VALUE LOAD_FAST has_persisted_state LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_persisted_state LOAD_FAST properties STORE_ATTR has_persisted_state LOAD_FAST service_placement_time_limit LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST service_placement_time_limit LOAD_FAST properties STORE_ATTR service_placement_time_limit LOAD_FAST stand_by_replica_keep_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST stand_by_replica_keep_duration LOAD_FAST properties STORE_ATTR stand_by_replica_keep_duration LOAD_FAST quorum_loss_wait_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST quorum_loss_wait_duration LOAD_FAST properties STORE_ATTR quorum_loss_wait_duration LOAD_FAST replica_restart_wait_duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST replica_restart_wait_duration LOAD_FAST properties STORE_ATTR replica_restart_wait_duration LOAD_FAST properties RETURN_VALUE
import time from azure.core.exceptions import HttpResponseError from azure.cli.core.azclierror import InvalidArgumentValueError from azure.cli.core.commands import LongRunningOperation from azure.mgmt.servicefabricmanagedclusters.models import ( ApplicationTypeResource, ApplicationTypeVersionResource, ApplicationResource, ApplicationUpgradePolicy, ApplicationHealthPolicy, NamedPartitionScheme, PartitionScheme, RollingUpgradeMonitoringPolicy, ServiceCorrelation, ServiceLoadMetric, ServiceResource, StatefulServiceProperties, StatelessServiceProperties, ServiceTypeHealthPolicy, ServiceKind, SingletonPartitionScheme, UniformInt64RangePartitionScheme, ) from azure.cli.command_modules.servicefabric._sf_utils import ( add_to_collection, _get_managed_cluster_location, delete_from_collection, find_in_collection, update_in_collection, ) from knack.log import get_logger logger = get_logger(__name__) APP_VERSION_ARM_RESOURCE_ID_FORMAT = ( "/subscriptions/{subscription}/resourceGroups/{rg}/providers/" "Microsoft.ServiceFabric/managedclusters/{cluster}/" "applicationTypes/{appType}/versions/{version}" ) CONSIDER_WARNING_AS_ERROR_DEFAULT = False MAX_PERCENT_UNHEALTHY_DEPLOYED_APPLICATIONS_DEFAULT = 0 FAILURE_ACTION_DEFAULT = "Manual" HEALTH_CHECK_STABLE_DURATION_DEFAULT = time.strftime("%H:%M:%S", time.gmtime(120)) HEALTH_CHECK_RETRY_TIMEOUT_DEFAULT = time.strftime("%H:%M:%S", time.gmtime(600)) HEALTH_CHECK_WAIT_DURATION_DEFAULT = time.strftime("%H:%M:%S", time.gmtime(0)) _twelve_hours = 43200 UPGRADE_TIMEOUT_DEFAULT = time.strftime("%H:%M:%S", time.gmtime(_twelve_hours)) UPGRADE_DOMAIN_TIMEOUT = time.strftime("%H:%M:%S", time.gmtime(_twelve_hours)) SERVICE_TYPE_UNHEALTHY_SERVICES_MAX_PERCENT_DEFAULT = 0 SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_REPLICAS_PER_PARTITION_DEFAULT = 0 SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_PARTITIONS_PER_SERVICE_DEFAULT = 0 def create_app( cmd, client, resource_group_name, cluster_name, application_type_name, application_type_version, application_name, package_url=None, application_parameters=None, tags=None, ): location = _get_managed_cluster_location( cmd.cli_ctx, resource_group_name, cluster_name ) if package_url is not None: create_app_type_version( cmd, client, resource_group_name, cluster_name, application_type_name, application_type_version, package_url, ) try: apps = client.applications.list(resource_group_name, cluster_name) for app in apps: if app.name.lower() == application_name.lower(): logger.info("Application '%s' already exists", application_name) return app new_app_type_version = _format_app_version( cmd.cli_ctx, resource_group_name, cluster_name, application_type_name, application_type_version, ) appResource = ApplicationResource( version=new_app_type_version, parameters=application_parameters, location=location, tags=tags, ) appResource.name = application_name poller = client.applications.begin_create_or_update( resource_group_name, cluster_name, application_name, appResource ) return LongRunningOperation(cmd.cli_ctx)(poller) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def update_app( cmd, client, resource_group_name, cluster_name, application_name, application_type_version=None, application_parameters=None, force_restart=False, recreate_application=False, upgrade_replica_set_check_timeout=None, instance_close_delay_duration=None, failure_action=None, upgrade_mode=None, health_check_retry_timeout=None, health_check_wait_duration=None, health_check_stable_duration=None, upgrade_domain_timeout=None, upgrade_timeout=None, consider_warning_as_error=False, default_service_type_max_percent_unhealthy_partitions_per_service=None, default_service_type_max_percent_unhealthy_replicas_per_partition=None, default_service_type_max_percent_unhealthy_services=None, max_percent_unhealthy_deployed_applications=None, service_type_health_policy_map=None, tags=None, ): try: currentApp = client.applications.get( resource_group_name, cluster_name, application_name ) appResource = currentApp if application_type_version: appResource.version = _replace_app_version( appResource.version, application_type_version ) if application_parameters: appResource.parameters.update(application_parameters) if tags: appResource.tags = tags appResource.upgrade_policy = _set_upgrade_policy( currentApp.upgrade_policy, force_restart, recreate_application, upgrade_replica_set_check_timeout, instance_close_delay_duration, failure_action, upgrade_mode, health_check_retry_timeout, health_check_wait_duration, health_check_stable_duration, upgrade_domain_timeout, upgrade_timeout, consider_warning_as_error, default_service_type_max_percent_unhealthy_partitions_per_service, default_service_type_max_percent_unhealthy_replicas_per_partition, default_service_type_max_percent_unhealthy_services, max_percent_unhealthy_deployed_applications, service_type_health_policy_map, ) poller = client.applications.begin_create_or_update( resource_group_name, cluster_name, application_name, appResource ) return LongRunningOperation(cmd.cli_ctx)(poller) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def create_app_type( cmd, client, resource_group_name, cluster_name, application_type_name, tags=None ): try: location = _get_managed_cluster_location( cmd.cli_ctx, resource_group_name, cluster_name ) appTypes = client.application_types.list(resource_group_name, cluster_name) for appType in appTypes: if appType.name.lower() == application_type_name.lower(): logger.info( "Application type '%s' already exists", application_type_name ) return appType appTypeResource = ApplicationTypeResource(location=location, tags=tags) logger.info("Creating application type '%s'", application_type_name) return client.application_types.create_or_update( resource_group_name, cluster_name, application_type_name, appTypeResource ) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def update_app_type( client, resource_group_name, cluster_name, application_type_name, tags=None ): try: currentAppType = client.application_types.get( resource_group_name, cluster_name, application_type_name ) if tags: currentAppType.tags = tags logger.info("Updating application type '%s'", application_type_name) return client.application_types.create_or_update( resource_group_name, cluster_name, application_type_name, currentAppType ) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def create_app_type_version( cmd, client, resource_group_name, cluster_name, application_type_name, version, package_url, tags=None, ): location = _get_managed_cluster_location( cmd.cli_ctx, resource_group_name, cluster_name ) create_app_type( cmd, client, resource_group_name, cluster_name, application_type_name ) try: appTypeVerions = client.application_type_versions.list_by_application_types( resource_group_name, cluster_name, application_type_name ) for appTypeVerion in appTypeVerions: if appTypeVerion.name.lower() == version.lower(): logger.error("Application type version '%s' already exists", version) return appTypeVerion appTypeVersionResource = ApplicationTypeVersionResource( app_package_url=package_url, location=location, tags=tags ) logger.info( "Creating application type version %s:%s", application_type_name, version ) poller = client.application_type_versions.begin_create_or_update( resource_group_name, cluster_name, application_type_name, version, appTypeVersionResource, ) return LongRunningOperation(cmd.cli_ctx)(poller) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def update_app_type_version( client, resource_group_name, cluster_name, application_type_name, version, package_url=None, tags=None, ): try: currentAppTypeVersion = client.application_type_versions.get( resource_group_name, cluster_name, application_type_name, version ) if package_url is not None: currentAppTypeVersion.app_package_url = package_url if tags is not None: currentAppTypeVersion.tags = tags logger.info( "Updating application type version %s:%s", application_type_name, version ) return client.application_type_versions.begin_create_or_update( resource_group_name, cluster_name, application_type_name, version, currentAppTypeVersion, ).result() except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def create_service( cmd, client, resource_group_name, cluster_name, application_name, service_name, service_type, state, default_move_cost=None, placement_constraints=None, service_package_activation_mode=None, target_replica_set_size=None, min_replica_set_size=None, has_persisted_state=None, service_placement_time_limit=None, stand_by_replica_keep_duration=None, quorum_loss_wait_duration=None, replica_restart_wait_duration=None, instance_count=None, min_instance_count=None, min_instance_percentage=None, partition_scheme="singleton", partition_count=None, low_key=None, high_key=None, partition_names=None, tags=None, ): try: location = _get_managed_cluster_location( cmd.cli_ctx, resource_group_name, cluster_name ) services = client.services.list_by_applications( resource_group_name, cluster_name, application_name ) for service in services: if service.name.lower() == service_name.lower(): logger.error("Service '%s' already exists", service_name) return service serviceResource = ServiceResource(location=location, tags=tags) serviceResource.name = service_name if state.lower() == ServiceKind.STATELESS.lower(): properties = StatelessServiceProperties( service_type_name=service_type, instance_count=instance_count, partition_description=_set_partition_description( partition_scheme, partition_names, partition_count, low_key, high_key, ), ) serviceResource.properties = _set_stateless_service_properties( properties, min_instance_count, min_instance_percentage ) elif state.lower() == ServiceKind.STATEFUL.lower(): properties = StatefulServiceProperties( service_type_name=service_type, instance_count=instance_count, partition_description=_set_partition_description( partition_scheme, partition_names, partition_count, low_key, high_key, ), min_replica_set_size=min_replica_set_size, target_replica_set_size=target_replica_set_size, ) serviceResource.properties = _set_stateful_service_properties( properties, has_persisted_state, service_placement_time_limit, stand_by_replica_keep_duration, quorum_loss_wait_duration, replica_restart_wait_duration, ) else: raise InvalidArgumentValueError( "Invalid --state '%s': service state is not valid." % state ) serviceResource.properties.service_load_metrics = [] serviceResource.properties.correlation_scheme = [] if default_move_cost is not None: serviceResource.properties.default_move_cost = default_move_cost if placement_constraints is not None: serviceResource.properties.placement_constraints = placement_constraints if service_package_activation_mode is not None: serviceResource.properties.service_package_activation_mode = ( service_package_activation_mode ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, serviceResource, ) return LongRunningOperation(cmd.cli_ctx)(poller) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def update_service( cmd, client, resource_group_name, cluster_name, application_name, service_name, default_move_cost=None, placement_constraints=None, target_replica_set_size=None, min_replica_set_size=None, service_placement_time_limit=None, stand_by_replica_keep_duration=None, quorum_loss_wait_duration=None, replica_restart_wait_duration=None, instance_count=None, min_instance_count=None, min_instance_percentage=None, tags=None, ): try: currentService = client.services.get( resource_group_name, cluster_name, application_name, service_name ) state = currentService.properties.service_kind logger.info("Updating service '%s'", service_name) if tags: currentService.tags = tags if state.lower() == ServiceKind.STATELESS.lower(): if instance_count is not None: currentService.properties.instance_count = instance_count currentService.properties = _set_stateless_service_properties( currentService.properties, min_instance_count, min_instance_percentage ) elif state.lower() == ServiceKind.STATEFUL.lower(): if min_replica_set_size is not None: currentService.properties.min_replica_set_size = min_replica_set_size if target_replica_set_size is not None: currentService.properties.target_replica_set_size = ( target_replica_set_size ) currentService.properties = _set_stateful_service_properties( currentService.properties, None, service_placement_time_limit, stand_by_replica_keep_duration, quorum_loss_wait_duration, replica_restart_wait_duration, ) else: raise InvalidArgumentValueError( "Invalid --state '%s': service state is not valid." % state ) if default_move_cost is not None: currentService.properties.default_move_cost = default_move_cost if placement_constraints is not None: currentService.properties.placement_constraints = placement_constraints poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, currentService, ) return LongRunningOperation(cmd.cli_ctx)(poller) except HttpResponseError as ex: logger.error("HttpResponseError: %s", ex) raise def create_service_load_metric( cmd, client, resource_group_name, cluster_name, application_name, service_name, metric_name, weight=None, primary_default_load=None, secondary_default_load=None, default_load=None, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) new_metric = ServiceLoadMetric( name=metric_name, weight=weight, primary_default_load=primary_default_load, secondary_default_load=secondary_default_load, default_load=default_load, ) add_to_collection(service.properties, "service_load_metrics", new_metric, "name") poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def update_service_load_metric( cmd, client, resource_group_name, cluster_name, application_name, service_name, metric_name, weight=None, primary_default_load=None, secondary_default_load=None, default_load=None, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) existing_metric = find_in_collection( service.properties, "service_load_metrics", "name", metric_name ) if existing_metric is None: logger.error("Metric %s does not exist.", metric_name) return None updated_metric = ServiceLoadMetric( name=metric_name, weight=weight if weight is not None else existing_metric.weight, primary_default_load=( primary_default_load if primary_default_load is not None else existing_metric.primary_default_load ), secondary_default_load=( secondary_default_load if secondary_default_load is not None else existing_metric.secondary_default_load ), default_load=( default_load if default_load is not None else existing_metric.default_load ), ) update_in_collection( service.properties, "service_load_metrics", updated_metric, "name" ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def delete_service_load_metric( cmd, client, resource_group_name, cluster_name, application_name, service_name, metric_name, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) delete_from_collection( service.properties, "service_load_metrics", "name", metric_name ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def create_service_correlation( cmd, client, resource_group_name, cluster_name, application_name, service_name, scheme, correlated_service_name, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) new_correlation = ServiceCorrelation( service_name=correlated_service_name, scheme=scheme ) add_to_collection( service.properties, "correlation_scheme", new_correlation, "service_name" ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def update_service_correlation( cmd, client, resource_group_name, cluster_name, application_name, service_name, scheme, correlated_service_name, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) existing_correlation = find_in_collection( service.properties, "correlation_scheme", "service_name", correlated_service_name, ) if existing_correlation is None: logger.error("Correlation %s does not exist.", correlated_service_name) return None updated_correlation = ServiceCorrelation( service_name=correlated_service_name, scheme=scheme ) update_in_collection( service.properties, "correlation_scheme", updated_correlation, "service_name" ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def delete_service_correlation( cmd, client, resource_group_name, cluster_name, application_name, service_name, correlated_service_name, ): service = client.services.get( resource_group_name, cluster_name, application_name, service_name ) delete_from_collection( service.properties, "correlation_scheme", "service_name", correlated_service_name, ) poller = client.services.begin_create_or_update( resource_group_name, cluster_name, application_name, service_name, service ) return LongRunningOperation(cmd.cli_ctx)(poller) def _format_app_version(cli_ctx, rg_name, cluster_name, app_type, new_app_version): from azure.cli.core.commands.client_factory import get_subscription_id subscription_id = get_subscription_id(cli_ctx) return APP_VERSION_ARM_RESOURCE_ID_FORMAT.format( subscription=subscription_id, rg=rg_name, cluster=cluster_name, appType=app_type, version=new_app_version, ) def _replace_app_version(old_app_version, new_app_version): split_version_id = old_app_version.rsplit(sep="/", maxsplit=1) split_version_id[-1] = new_app_version return "/".join(split_version_id) def _set_service_type_health_policy(service_type_health_policy_map): def _policy_string_to_object(value_string): try: ( max_percent_unhealthy_partitions_per_service, max_percent_unhealthy_replicas_per_partition, max_percent_unhealthy_services, ) = map(int, value_string.split(",")) except: raise InvalidArgumentValueError( "Invalid --service-type-health-policy-map '%s': service type health policy map is not valid." % service_type_health_policy_map ) return ServiceTypeHealthPolicy( max_percent_unhealthy_partitions_per_service=max_percent_unhealthy_partitions_per_service, max_percent_unhealthy_replicas_per_partition=max_percent_unhealthy_replicas_per_partition, max_percent_unhealthy_services=max_percent_unhealthy_services, ) return { k: _policy_string_to_object(v) for k, v in service_type_health_policy_map.items() } def _set_upgrade_policy( current_upgrade_policy, force_restart, recreate_application, upgrade_replica_set_check_timeout, instance_close_delay_duration, failure_action, upgrade_mode, health_check_retry_timeout, health_check_wait_duration, health_check_stable_duration, upgrade_domain_timeout, upgrade_timeout, consider_warning_as_error, default_service_type_max_percent_unhealthy_partitions_per_service, default_service_type_max_percent_unhealthy_replicas_per_partition, default_service_type_max_percent_unhealthy_services, max_percent_unhealthy_deployed_applications, service_type_health_policy_map, ): if current_upgrade_policy is None: current_upgrade_policy = ApplicationUpgradePolicy() if force_restart is not None: current_upgrade_policy.force_restart = force_restart if recreate_application is not None: current_upgrade_policy.recreate_application = recreate_application if upgrade_mode: current_upgrade_policy.upgrade_mode = upgrade_mode if upgrade_replica_set_check_timeout is not None: current_upgrade_policy.upgrade_replica_set_check_timeout = ( upgrade_replica_set_check_timeout ) if instance_close_delay_duration is not None: current_upgrade_policy.instance_close_delay_duration = ( instance_close_delay_duration ) if current_upgrade_policy.rolling_upgrade_monitoring_policy is None: current_upgrade_policy.rolling_upgrade_monitoring_policy = ( RollingUpgradeMonitoringPolicy( failure_action=FAILURE_ACTION_DEFAULT, health_check_stable_duration=HEALTH_CHECK_STABLE_DURATION_DEFAULT, health_check_retry_timeout=HEALTH_CHECK_RETRY_TIMEOUT_DEFAULT, health_check_wait_duration=HEALTH_CHECK_WAIT_DURATION_DEFAULT, upgrade_timeout=UPGRADE_TIMEOUT_DEFAULT, upgrade_domain_timeout=UPGRADE_DOMAIN_TIMEOUT, ) ) if failure_action: current_upgrade_policy.rolling_upgrade_monitoring_policy.failure_action = ( failure_action ) if health_check_stable_duration is not None: current_upgrade_policy.rolling_upgrade_monitoring_policy.health_check_stable_duration = time.strftime( "%H:%M:%S", time.gmtime(health_check_stable_duration) ) if health_check_retry_timeout is not None: current_upgrade_policy.rolling_upgrade_monitoring_policy.health_check_retry_timeout = time.strftime( "%H:%M:%S", time.gmtime(health_check_retry_timeout) ) if health_check_wait_duration is not None: current_upgrade_policy.rolling_upgrade_monitoring_policy.health_check_wait_duration = time.strftime( "%H:%M:%S", time.gmtime(health_check_wait_duration) ) if upgrade_timeout is not None: current_upgrade_policy.rolling_upgrade_monitoring_policy.upgrade_timeout = ( time.strftime("%H:%M:%S", time.gmtime(upgrade_timeout)) ) if upgrade_domain_timeout is not None: current_upgrade_policy.rolling_upgrade_monitoring_policy.upgrade_domain_timeout = time.strftime( "%H:%M:%S", time.gmtime(upgrade_domain_timeout) ) if current_upgrade_policy.application_health_policy is None: current_upgrade_policy.application_health_policy = ApplicationHealthPolicy( consider_warning_as_error=CONSIDER_WARNING_AS_ERROR_DEFAULT, max_percent_unhealthy_deployed_applications=MAX_PERCENT_UNHEALTHY_DEPLOYED_APPLICATIONS_DEFAULT, ) if consider_warning_as_error: current_upgrade_policy.application_health_policy.consider_warning_as_error = ( True ) if ( current_upgrade_policy.application_health_policy.default_service_type_health_policy is None ): current_upgrade_policy.application_health_policy.default_service_type_health_policy = ServiceTypeHealthPolicy( max_percent_unhealthy_partitions_per_service=SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_PARTITIONS_PER_SERVICE_DEFAULT, max_percent_unhealthy_replicas_per_partition=SERVICE_TYPE_MAX_PERCENT_UNHEALTHY_REPLICAS_PER_PARTITION_DEFAULT, max_percent_unhealthy_services=SERVICE_TYPE_UNHEALTHY_SERVICES_MAX_PERCENT_DEFAULT, ) if default_service_type_max_percent_unhealthy_partitions_per_service is not None: current_upgrade_policy.application_health_policy.default_service_type_health_policy.max_percent_unhealthy_partitions_per_service = ( default_service_type_max_percent_unhealthy_partitions_per_service ) if default_service_type_max_percent_unhealthy_replicas_per_partition is not None: current_upgrade_policy.application_health_policy.default_service_type_health_policy.max_percent_unhealthy_replicas_per_partition = ( default_service_type_max_percent_unhealthy_replicas_per_partition ) if default_service_type_max_percent_unhealthy_services is not None: current_upgrade_policy.application_health_policy.default_service_type_health_policy.max_percent_unhealthy_partitions_per_service = ( default_service_type_max_percent_unhealthy_services ) if max_percent_unhealthy_deployed_applications is not None: current_upgrade_policy.application_health_policy.max_percent_unhealthy_deployed_applications = ( max_percent_unhealthy_deployed_applications ) if service_type_health_policy_map: current_upgrade_policy.application_health_policy.service_type_health_policy_map = _set_service_type_health_policy( service_type_health_policy_map ) return current_upgrade_policy def _set_partition_description( partition_scheme, partition_names, partition_count, low_key, high_key ): partition_description = None if partition_scheme.lower() == PartitionScheme.SINGLETON.lower(): partition_description = SingletonPartitionScheme() elif partition_scheme.lower() == PartitionScheme.NAMED.lower(): partition_description = NamedPartitionScheme(names=partition_names) elif partition_scheme.lower() == PartitionScheme.UNIFORM_INT64_RANGE.lower(): partition_description = UniformInt64RangePartitionScheme( count=partition_count, low_key=low_key, high_key=high_key ) else: raise InvalidArgumentValueError( "Invalid --partition-scheme '%s': service partition scheme is not valid." % partition_scheme ) return partition_description def _set_stateless_service_properties( properties, min_instance_count, min_instance_percentage ): if min_instance_count is not None: properties.min_instance_count = min_instance_count if min_instance_percentage is not None: properties.min_instance_percentage = min_instance_percentage return properties def _set_stateful_service_properties( properties, has_persisted_state, service_placement_time_limit, stand_by_replica_keep_duration, quorum_loss_wait_duration, replica_restart_wait_duration, ): if has_persisted_state is not None: properties.has_persisted_state = has_persisted_state if service_placement_time_limit is not None: properties.service_placement_time_limit = service_placement_time_limit if stand_by_replica_keep_duration is not None: properties.stand_by_replica_keep_duration = stand_by_replica_keep_duration if quorum_loss_wait_duration is not None: properties.quorum_loss_wait_duration = quorum_loss_wait_duration if replica_restart_wait_duration is not None: properties.replica_restart_wait_duration = replica_restart_wait_duration return properties
data/azure-cli-2.57.0/azure/cli/command_modules/servicefabric/operations/managed_applications.py
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9,037
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LOAD_CONST '\nConnection pooling and host management.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('total_ordering',) IMPORT_NAME functools IMPORT_FROM total_ordering STORE_NAME total_ordering POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME socket STORE_NAME socket LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('Lock', 'RLock', 'Condition') IMPORT_NAME threading IMPORT_FROM Lock STORE_NAME Lock IMPORT_FROM RLock STORE_NAME RLock IMPORT_FROM Condition STORE_NAME Condition POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME weakref STORE_NAME weakref SETUP_EXCEPT to 86 LOAD_CONST 0 LOAD_CONST ('WeakSet',) IMPORT_NAME weakref IMPORT_FROM WeakSet STORE_NAME WeakSet POP_TOP POP_BLOCK JUMP_FORWARD to 118 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('WeakSet',) IMPORT_NAME cassandra.util IMPORT_FROM WeakSet STORE_NAME WeakSet POP_TOP POP_EXCEPT JUMP_FORWARD to 118 END_FINALLY LOAD_CONST 0 LOAD_CONST ('AuthenticationFailed',) IMPORT_NAME cassandra IMPORT_FROM AuthenticationFailed STORE_NAME AuthenticationFailed POP_TOP LOAD_CONST 0 LOAD_CONST ('ConnectionException', 'EndPoint', 'DefaultEndPoint') IMPORT_NAME cassandra.connection IMPORT_FROM ConnectionException STORE_NAME ConnectionException IMPORT_FROM EndPoint STORE_NAME EndPoint IMPORT_FROM DefaultEndPoint STORE_NAME DefaultEndPoint POP_TOP LOAD_CONST 0 LOAD_CONST ('HostDistance',) IMPORT_NAME cassandra.policies IMPORT_FROM HostDistance STORE_NAME HostDistance POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_BUILD_CLASS LOAD_CONST <code object NoConnectionsAvailable at 0x7fab70246db0, file "f.py", line 24> LOAD_CONST 'NoConnectionsAvailable' MAKE_FUNCTION LOAD_CONST 'NoConnectionsAvailable' LOAD_NAME Exception CALL_FUNCTION STORE_NAME NoConnectionsAvailable LOAD_NAME total_ordering LOAD_BUILD_CLASS LOAD_CONST <code object Host at 0x7fa9c8600930, file "f.py", line 33> LOAD_CONST 'Host' MAKE_FUNCTION LOAD_CONST 'Host' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME Host LOAD_BUILD_CLASS LOAD_CONST <code object _ReconnectionHandler at 0x7faa7c16a270, file "f.py", line 245> LOAD_CONST '_ReconnectionHandler' MAKE_FUNCTION LOAD_CONST '_ReconnectionHandler' LOAD_NAME object CALL_FUNCTION STORE_NAME _ReconnectionHandler LOAD_BUILD_CLASS LOAD_CONST <code object _HostReconnectionHandler at 0x7fab40d04810, file "f.py", line 335> LOAD_CONST '_HostReconnectionHandler' MAKE_FUNCTION LOAD_CONST '_HostReconnectionHandler' LOAD_NAME _ReconnectionHandler CALL_FUNCTION STORE_NAME _HostReconnectionHandler LOAD_BUILD_CLASS LOAD_CONST <code object HostConnection at 0x7fab40d048a0, file "f.py", line 373> LOAD_CONST 'HostConnection' MAKE_FUNCTION LOAD_CONST 'HostConnection' LOAD_NAME object CALL_FUNCTION STORE_NAME HostConnection LOAD_CONST 1 STORE_NAME _MAX_SIMULTANEOUS_CREATION LOAD_CONST 10 STORE_NAME _MIN_TRASH_INTERVAL LOAD_BUILD_CLASS LOAD_CONST <code object HostConnectionPool at 0x7faa7c1f6b70, file "f.py", line 621> LOAD_CONST 'HostConnectionPool' MAKE_FUNCTION LOAD_CONST 'HostConnectionPool' LOAD_NAME object CALL_FUNCTION STORE_NAME HostConnectionPool LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NoConnectionsAvailable' STORE_NAME __qualname__ LOAD_CONST '\n All existing connections to a given host are busy, or there are\n no open connections.\n ' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Host' STORE_NAME __qualname__ LOAD_CONST '\n Represents a single Cassandra node.\n ' STORE_NAME __doc__ LOAD_CONST None STORE_NAME endpoint LOAD_CONST None STORE_NAME broadcast_address LOAD_CONST None STORE_NAME broadcast_port LOAD_CONST None STORE_NAME broadcast_rpc_address LOAD_CONST None STORE_NAME broadcast_rpc_port LOAD_CONST None STORE_NAME listen_address LOAD_CONST None STORE_NAME listen_port LOAD_CONST None STORE_NAME conviction_policy LOAD_CONST None STORE_NAME is_up LOAD_CONST None STORE_NAME release_version LOAD_CONST None STORE_NAME host_id LOAD_CONST None STORE_NAME dse_version LOAD_CONST None STORE_NAME dse_workload LOAD_CONST None STORE_NAME dse_workloads LOAD_CONST None STORE_NAME _datacenter LOAD_CONST None STORE_NAME _rack LOAD_CONST None STORE_NAME _reconnection_handler LOAD_CONST None STORE_NAME lock LOAD_CONST False STORE_NAME _currently_handling_node_up LOAD_CONST (None, None, None) LOAD_CONST <code object __init__ at 0x7fa9c8600ae0, file "f.py", line 153> LOAD_CONST 'Host.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object address at 0x7fab70246a50, file "f.py", line 174> LOAD_CONST 'Host.address' MAKE_FUNCTION CALL_FUNCTION STORE_NAME address LOAD_NAME property LOAD_CONST <code object datacenter at 0x7fa9c86008a0, file "f.py", line 181> LOAD_CONST 'Host.datacenter' MAKE_FUNCTION CALL_FUNCTION STORE_NAME datacenter LOAD_NAME property LOAD_CONST <code object rack at 0x7fa9c8600540, file "f.py", line 186> LOAD_CONST 'Host.rack' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rack LOAD_CONST <code object set_location_info at 0x7fa9c8600f60, file "f.py", line 191> LOAD_CONST 'Host.set_location_info' MAKE_FUNCTION STORE_NAME set_location_info LOAD_CONST <code object set_up at 0x7fa9c8600030, file "f.py", line 200> LOAD_CONST 'Host.set_up' MAKE_FUNCTION STORE_NAME set_up LOAD_CONST <code object set_down at 0x7fa9c86001e0, file "f.py", line 206> LOAD_CONST 'Host.set_down' MAKE_FUNCTION STORE_NAME set_down LOAD_CONST <code object signal_connection_failure at 0x7fa9c86009c0, file "f.py", line 209> LOAD_CONST 'Host.signal_connection_failure' MAKE_FUNCTION STORE_NAME signal_connection_failure LOAD_CONST <code object is_currently_reconnecting at 0x7fa9c86000c0, file "f.py", line 212> LOAD_CONST 'Host.is_currently_reconnecting' MAKE_FUNCTION STORE_NAME is_currently_reconnecting LOAD_CONST <code object get_and_set_reconnection_handler at 0x7fa9c8600810, file "f.py", line 215> LOAD_CONST 'Host.get_and_set_reconnection_handler' MAKE_FUNCTION STORE_NAME get_and_set_reconnection_handler LOAD_CONST <code object __eq__ at 0x7fa9c86006f0, file "f.py", line 225> LOAD_CONST 'Host.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __hash__ at 0x7fa9c86004b0, file "f.py", line 231> LOAD_CONST 'Host.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_CONST <code object __lt__ at 0x7fa9c8600420, file "f.py", line 234> LOAD_CONST 'Host.__lt__' MAKE_FUNCTION STORE_NAME __lt__ LOAD_CONST <code object __str__ at 0x7fa9c8600780, file "f.py", line 237> LOAD_CONST 'Host.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __repr__ at 0x7fa9c8600150, file "f.py", line 240> LOAD_CONST 'Host.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_FAST endpoint LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'endpoint may not be None' CALL_FUNCTION RAISE_VARARGS LOAD_FAST conviction_policy_factory LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'conviction_policy_factory may not be None' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST endpoint LOAD_GLOBAL EndPoint CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST endpoint JUMP_FORWARD to 52 LOAD_GLOBAL DefaultEndPoint LOAD_FAST endpoint CALL_FUNCTION LOAD_FAST self STORE_ATTR endpoint LOAD_FAST conviction_policy_factory LOAD_FAST self CALL_FUNCTION LOAD_FAST self STORE_ATTR conviction_policy LOAD_FAST host_id LOAD_FAST self STORE_ATTR host_id LOAD_FAST self LOAD_METHOD set_location_info LOAD_FAST datacenter LOAD_FAST rack CALL_METHOD POP_TOP LOAD_GLOBAL RLock CALL_FUNCTION LOAD_FAST self STORE_ATTR lock LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR endpoint LOAD_ATTR address RETURN_VALUE LOAD_FAST self LOAD_ATTR _datacenter RETURN_VALUE LOAD_FAST self LOAD_ATTR _rack RETURN_VALUE LOAD_FAST datacenter LOAD_FAST self STORE_ATTR _datacenter LOAD_FAST rack LOAD_FAST self STORE_ATTR _rack LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR is_up POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Host %s is now marked up' LOAD_FAST self LOAD_ATTR endpoint CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR conviction_policy LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR is_up LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_FAST self STORE_ATTR is_up LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR conviction_policy LOAD_METHOD add_failure LOAD_FAST connection_exc CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _reconnection_handler LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR lock SETUP_WITH to 24 POP_TOP LOAD_FAST self LOAD_ATTR _reconnection_handler STORE_FAST old LOAD_FAST new_handler LOAD_FAST self STORE_ATTR _reconnection_handler LOAD_FAST old RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL Host CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR endpoint LOAD_FAST other LOAD_ATTR endpoint COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR endpoint LOAD_ATTR address LOAD_FAST other COMPARE_OP == RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_FAST self LOAD_ATTR endpoint CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR endpoint LOAD_FAST other LOAD_ATTR endpoint COMPARE_OP < RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR endpoint CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _datacenter POP_JUMP_IF_FALSE LOAD_CONST ' %s' LOAD_FAST self LOAD_ATTR _datacenter BUILD_TUPLE BINARY_MODULO JUMP_FORWARD to 20 LOAD_CONST '' STORE_FAST dc LOAD_CONST '<%s: %s%s>' LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ LOAD_FAST self LOAD_ATTR endpoint LOAD_FAST dc BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_ReconnectionHandler' STORE_NAME __qualname__ LOAD_CONST '\n Abstract class for attempting reconnections with a given\n schedule and scheduler.\n ' STORE_NAME __doc__ LOAD_CONST False STORE_NAME _cancelled LOAD_CONST <code object __init__ at 0x7fa9c86005d0, file "f.py", line 253> LOAD_CONST '_ReconnectionHandler.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object start at 0x7fa9c8600ed0, file "f.py", line 262> LOAD_CONST '_ReconnectionHandler.start' MAKE_FUNCTION STORE_NAME start LOAD_CONST <code object run at 0x7fa9c8600660, file "f.py", line 270> LOAD_CONST '_ReconnectionHandler.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST <code object cancel at 0x7faa7c16a300, file "f.py", line 299> LOAD_CONST '_ReconnectionHandler.cancel' MAKE_FUNCTION STORE_NAME cancel LOAD_CONST <code object try_reconnect at 0x7faa7c16a5d0, file "f.py", line 302> LOAD_CONST '_ReconnectionHandler.try_reconnect' MAKE_FUNCTION STORE_NAME try_reconnect LOAD_CONST <code object on_reconnection at 0x7faa7c16aae0, file "f.py", line 310> LOAD_CONST '_ReconnectionHandler.on_reconnection' MAKE_FUNCTION STORE_NAME on_reconnection LOAD_CONST <code object on_exception at 0x7faa7c16a780, file "f.py", line 317> LOAD_CONST '_ReconnectionHandler.on_exception' MAKE_FUNCTION STORE_NAME on_exception LOAD_CONST None RETURN_VALUE LOAD_FAST scheduler LOAD_FAST self STORE_ATTR scheduler LOAD_FAST schedule LOAD_FAST self STORE_ATTR schedule LOAD_FAST callback LOAD_FAST self STORE_ATTR callback LOAD_FAST callback_args LOAD_FAST self STORE_ATTR callback_args LOAD_FAST callback_kwargs LOAD_FAST self STORE_ATTR callback_kwargs LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cancelled POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Reconnection handler was cancelled before starting' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL next LOAD_FAST self LOAD_ATTR schedule CALL_FUNCTION STORE_FAST first_delay LOAD_FAST self LOAD_ATTR scheduler LOAD_METHOD schedule LOAD_FAST first_delay LOAD_FAST self LOAD_ATTR run CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _cancelled POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST conn SETUP_FINALLY to 188 SETUP_EXCEPT to 30 LOAD_FAST self LOAD_METHOD try_reconnect CALL_METHOD STORE_FAST conn POP_BLOCK JUMP_FORWARD to 152 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 138 SETUP_EXCEPT to 62 LOAD_GLOBAL next LOAD_FAST self LOAD_ATTR schedule CALL_FUNCTION STORE_FAST next_delay POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST next_delay POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_FAST self LOAD_METHOD on_exception LOAD_FAST exc LOAD_FAST next_delay CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST next_delay LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'Will not continue to retry reconnection attempts due to an exhausted retry schedule' CALL_METHOD POP_TOP JUMP_FORWARD to 134 LOAD_FAST self LOAD_ATTR scheduler LOAD_METHOD schedule LOAD_FAST next_delay LOAD_FAST self LOAD_ATTR run CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 184 END_FINALLY LOAD_FAST self LOAD_ATTR _cancelled POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD on_reconnection LOAD_FAST conn CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR callback LOAD_FAST self LOAD_ATTR callback_args LOAD_FAST self LOAD_ATTR callback_kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST conn POP_JUMP_IF_FALSE LOAD_FAST conn LOAD_METHOD close CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR _cancelled LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST exc LOAD_GLOBAL AuthenticationFailed CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_HostReconnectionHandler' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7faa7c16a150, file "f.py", line 336> LOAD_CONST '_HostReconnectionHandler.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object try_reconnect at 0x7faa7c16a8a0, file "f.py", line 346> LOAD_CONST '_HostReconnectionHandler.try_reconnect' MAKE_FUNCTION STORE_NAME try_reconnect LOAD_CONST <code object on_reconnection at 0x7faa7c16ae40, file "f.py", line 349> LOAD_CONST '_HostReconnectionHandler.on_reconnection' MAKE_FUNCTION STORE_NAME on_reconnection LOAD_CONST <code object on_exception at 0x7faa7c16ac90, file "f.py", line 359> LOAD_CONST '_HostReconnectionHandler.on_exception' MAKE_FUNCTION STORE_NAME on_exception LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _ReconnectionHandler LOAD_ATTR __init__ LOAD_FAST self BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST is_host_addition LOAD_FAST self STORE_ATTR is_host_addition LOAD_FAST on_add LOAD_FAST self STORE_ATTR on_add LOAD_FAST on_up LOAD_FAST self STORE_ATTR on_up LOAD_FAST host LOAD_FAST self STORE_ATTR host LOAD_FAST connection_factory LOAD_FAST self STORE_ATTR connection_factory LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD connection_factory CALL_METHOD RETURN_VALUE LOAD_GLOBAL log LOAD_METHOD info LOAD_CONST "Successful reconnection to %s, marking node up if it isn't already" LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR is_host_addition POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_add LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP JUMP_FORWARD to 46 LOAD_FAST self LOAD_METHOD on_up LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST exc LOAD_GLOBAL AuthenticationFailed CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'Error attempting to reconnect to %s, scheduling retry in %s seconds: %s' LOAD_FAST self LOAD_ATTR host LOAD_FAST next_delay LOAD_FAST exc CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_ATTR debug LOAD_CONST 'Reconnection error details' LOAD_CONST True LOAD_CONST ('exc_info',) CALL_FUNCTION POP_TOP LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HostConnection' STORE_NAME __qualname__ LOAD_CONST '\n When using v3 of the native protocol, this is used instead of a connection\n pool per host (HostConnectionPool) due to the increased in-flight capacity\n of individual connections.\n ' STORE_NAME __doc__ LOAD_CONST None STORE_NAME host LOAD_CONST None STORE_NAME host_distance LOAD_CONST False STORE_NAME is_shutdown LOAD_CONST False STORE_NAME shutdown_on_error LOAD_CONST None STORE_NAME _session LOAD_CONST None STORE_NAME _connection LOAD_CONST None STORE_NAME _lock LOAD_CONST None STORE_NAME _keyspace LOAD_CONST <code object __init__ at 0x7fab40d04c00, file "f.py", line 390> LOAD_CONST 'HostConnection.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_connection at 0x7fab40d04150, file "f.py", line 418> LOAD_CONST 'HostConnection._get_connection' MAKE_FUNCTION STORE_NAME _get_connection LOAD_CONST <code object borrow_connection at 0x7fab40d044b0, file "f.py", line 429> LOAD_CONST 'HostConnection.borrow_connection' MAKE_FUNCTION STORE_NAME borrow_connection LOAD_CONST (False,) LOAD_CONST <code object return_connection at 0x7fab40d04780, file "f.py", line 463> LOAD_CONST 'HostConnection.return_connection' MAKE_FUNCTION STORE_NAME return_connection LOAD_CONST <code object on_orphaned_stream_released at 0x7fab40d04e40, file "f.py", line 515> LOAD_CONST 'HostConnection.on_orphaned_stream_released' MAKE_FUNCTION STORE_NAME on_orphaned_stream_released LOAD_CONST <code object _replace at 0x7fab40d04270, file "f.py", line 523> LOAD_CONST 'HostConnection._replace' MAKE_FUNCTION STORE_NAME _replace LOAD_CONST <code object shutdown at 0x7fab40d04db0, file "f.py", line 551> LOAD_CONST 'HostConnection.shutdown' MAKE_FUNCTION STORE_NAME shutdown LOAD_CONST <code object _set_keyspace_for_all_conns at 0x7fab40d040c0, file "f.py", line 573> LOAD_CONST 'HostConnection._set_keyspace_for_all_conns' MAKE_FUNCTION STORE_NAME _set_keyspace_for_all_conns LOAD_CONST <code object get_connections at 0x7fab40d04b70, file "f.py", line 587> LOAD_CONST 'HostConnection.get_connections' MAKE_FUNCTION STORE_NAME get_connections LOAD_CONST <code object get_state at 0x7fab40d04540, file "f.py", line 591> LOAD_CONST 'HostConnection.get_state' MAKE_FUNCTION STORE_NAME get_state LOAD_NAME property LOAD_CONST <code object open_count at 0x7fab40d049c0, file "f.py", line 607> LOAD_CONST 'HostConnection.open_count' MAKE_FUNCTION CALL_FUNCTION STORE_NAME open_count LOAD_CONST None RETURN_VALUE LOAD_FAST host LOAD_FAST self STORE_ATTR host LOAD_FAST host_distance LOAD_FAST self STORE_ATTR host_distance LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_FAST session CALL_METHOD LOAD_FAST self STORE_ATTR _session LOAD_GLOBAL Lock CALL_FUNCTION LOAD_FAST self STORE_ATTR _lock LOAD_GLOBAL Condition LOAD_FAST self LOAD_ATTR _lock CALL_FUNCTION LOAD_FAST self STORE_ATTR _stream_available_condition LOAD_CONST False LOAD_FAST self STORE_ATTR _is_replacing LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR _trash LOAD_FAST host_distance LOAD_GLOBAL HostDistance LOAD_ATTR IGNORED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Not opening connection to ignored host %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST host_distance LOAD_GLOBAL HostDistance LOAD_ATTR REMOTE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST session LOAD_ATTR cluster LOAD_ATTR connect_to_remote_hosts POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Not opening connection to remote host %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Initializing connection for host %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST session LOAD_ATTR cluster LOAD_ATTR connection_factory LOAD_FAST host LOAD_ATTR endpoint LOAD_FAST self LOAD_ATTR on_orphaned_stream_released LOAD_CONST ('on_orphaned_stream_released',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _connection LOAD_FAST session LOAD_ATTR keyspace LOAD_FAST self STORE_ATTR _keyspace LOAD_FAST self LOAD_ATTR _keyspace POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _connection LOAD_METHOD set_keyspace_blocking LOAD_FAST self LOAD_ATTR _keyspace CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Finished initializing connection for host %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_GLOBAL ConnectionException LOAD_CONST 'Pool for %s is shutdown' LOAD_FAST self LOAD_ATTR host BUILD_TUPLE BINARY_MODULO LOAD_FAST self LOAD_ATTR host CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _connection STORE_FAST conn LOAD_FAST conn POP_JUMP_IF_TRUE LOAD_GLOBAL NoConnectionsAvailable CALL_FUNCTION RAISE_VARARGS LOAD_FAST conn RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_connection CALL_METHOD STORE_FAST conn LOAD_FAST conn LOAD_ATTR orphaned_threshold_reached POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR _is_replacing POP_JUMP_IF_TRUE LOAD_CONST True LOAD_FAST self STORE_ATTR _is_replacing LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _replace LOAD_FAST conn CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Connection to host %s reached orphaned stream limit, replacing...' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD STORE_FAST start LOAD_FAST timeout STORE_FAST remaining SETUP_LOOP to 246 LOAD_FAST conn LOAD_ATTR lock SETUP_WITH to 150 POP_TOP LOAD_FAST conn LOAD_ATTR orphaned_threshold_reached POP_JUMP_IF_FALSE LOAD_FAST conn LOAD_ATTR is_closed POP_JUMP_IF_TRUE LOAD_FAST conn LOAD_ATTR in_flight LOAD_FAST conn LOAD_ATTR max_request_id COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST conn DUP_TOP LOAD_ATTR in_flight LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR in_flight LOAD_FAST conn LOAD_FAST conn LOAD_METHOD get_request_id CALL_METHOD BUILD_TUPLE RETURN_VALUE POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST timeout LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST timeout LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD BINARY_SUBTRACT LOAD_FAST start BINARY_ADD STORE_FAST remaining LOAD_FAST remaining LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST self LOAD_ATTR _stream_available_condition SETUP_WITH to 236 POP_TOP LOAD_FAST conn LOAD_ATTR orphaned_threshold_reached POP_JUMP_IF_FALSE LOAD_FAST conn LOAD_ATTR is_closed POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _get_connection CALL_METHOD STORE_FAST conn JUMP_FORWARD to 232 LOAD_FAST self LOAD_ATTR _stream_available_condition LOAD_METHOD wait LOAD_FAST remaining CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL NoConnectionsAvailable LOAD_CONST 'All request IDs are currently in use' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST stream_was_orphaned POP_JUMP_IF_TRUE LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 30 POP_TOP LOAD_FAST connection DUP_TOP LOAD_ATTR in_flight LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR in_flight POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _stream_available_condition SETUP_WITH to 58 POP_TOP LOAD_FAST self LOAD_ATTR _stream_available_condition LOAD_METHOD notify CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST connection LOAD_ATTR is_defunct POP_JUMP_IF_TRUE LOAD_FAST connection LOAD_ATTR is_closed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR signaled_error POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR shutdown_on_error POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST is_down LOAD_FAST connection LOAD_ATTR signaled_error POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Defunct or closed connection (%s) returned to pool, potentially marking host %s as down' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR signal_connection_failure LOAD_FAST self LOAD_ATTR host LOAD_FAST connection LOAD_ATTR last_error LOAD_CONST False LOAD_CONST ('is_host_addition',) CALL_FUNCTION STORE_FAST is_down LOAD_CONST True LOAD_FAST connection STORE_ATTR signaled_error LOAD_FAST self LOAD_ATTR shutdown_on_error POP_JUMP_IF_FALSE LOAD_FAST is_down POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST is_down LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR on_down LOAD_FAST self LOAD_ATTR host LOAD_CONST False LOAD_CONST ('is_host_addition',) CALL_FUNCTION POP_TOP LOAD_FAST is_down POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD shutdown CALL_METHOD POP_TOP JUMP_FORWARD to 258 LOAD_CONST None LOAD_FAST self STORE_ATTR _connection LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 252 POP_TOP LOAD_FAST self LOAD_ATTR _is_replacing POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR _is_replacing LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _replace LOAD_FAST connection CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 382 LOAD_FAST connection LOAD_FAST self LOAD_ATTR _trash COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 372 POP_TOP LOAD_FAST connection LOAD_ATTR in_flight LOAD_GLOBAL len LOAD_FAST connection LOAD_ATTR orphaned_request_ids CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 362 POP_TOP LOAD_FAST connection LOAD_FAST self LOAD_ATTR _trash COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _trash LOAD_METHOD remove LOAD_FAST connection CALL_METHOD POP_TOP LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Closing trashed connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _stream_available_condition SETUP_WITH to 22 POP_TOP LOAD_FAST self LOAD_ATTR _stream_available_condition LOAD_METHOD notify CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 22 POP_TOP LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Replacing connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP SETUP_EXCEPT to 102 LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR connection_factory LOAD_FAST self LOAD_ATTR host LOAD_ATTR endpoint LOAD_FAST self LOAD_ATTR on_orphaned_stream_released LOAD_CONST ('on_orphaned_stream_released',) CALL_FUNCTION STORE_FAST conn LOAD_FAST self LOAD_ATTR _keyspace POP_JUMP_IF_FALSE LOAD_FAST conn LOAD_METHOD set_keyspace_blocking LOAD_FAST self LOAD_ATTR _keyspace CALL_METHOD POP_TOP LOAD_FAST conn LOAD_FAST self STORE_ATTR _connection POP_BLOCK JUMP_FORWARD to 158 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'Failed reconnecting %s. Retrying.' LOAD_FAST self LOAD_ATTR host LOAD_ATTR endpoint BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _replace LOAD_FAST connection CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 254 END_FINALLY LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 248 POP_TOP LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 238 POP_TOP LOAD_FAST connection LOAD_ATTR orphaned_threshold_reached POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR in_flight LOAD_GLOBAL len LOAD_FAST connection LOAD_ATTR orphaned_request_ids CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP JUMP_FORWARD to 218 LOAD_FAST self LOAD_ATTR _trash LOAD_METHOD add LOAD_FAST connection CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _is_replacing LOAD_FAST self LOAD_ATTR _stream_available_condition LOAD_METHOD notify CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 38 POP_TOP LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR is_shutdown LOAD_FAST self LOAD_ATTR _stream_available_condition LOAD_METHOD notify_all CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _connection POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _connection LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _connection LOAD_CONST None STORE_FAST trash_conns LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 102 POP_TOP LOAD_FAST self LOAD_ATTR _trash POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _trash STORE_FAST trash_conns LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR _trash POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST trash_conns LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_LOOP to 140 LOAD_FAST self LOAD_ATTR _trash GET_ITER FOR_ITER to 138 STORE_FAST conn LOAD_FAST conn LOAD_METHOD close CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR is_shutdown POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR _connection POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CLOSURE callback LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object connection_finished_setting_keyspace at 0x7fab40d04c90, file "f.py", line 577> LOAD_CONST 'HostConnection._set_keyspace_for_all_conns.<locals>.connection_finished_setting_keyspace' MAKE_FUNCTION STORE_FAST connection_finished_setting_keyspace LOAD_FAST keyspace LOAD_DEREF self STORE_ATTR _keyspace LOAD_DEREF self LOAD_ATTR _connection LOAD_METHOD set_keyspace_async LOAD_FAST keyspace LOAD_FAST connection_finished_setting_keyspace CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD return_connection LOAD_FAST conn CALL_METHOD POP_TOP LOAD_FAST error POP_JUMP_IF_TRUE BUILD_LIST JUMP_FORWARD to 22 LOAD_FAST error BUILD_LIST STORE_FAST errors LOAD_DEREF callback LOAD_DEREF self LOAD_FAST errors CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _connection STORE_FAST c LOAD_FAST c POP_JUMP_IF_FALSE LOAD_FAST c BUILD_LIST RETURN_VALUE BUILD_LIST RETURN_VALUE LOAD_FAST self LOAD_ATTR _connection STORE_FAST connection LOAD_FAST connection POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR is_closed POP_JUMP_IF_TRUE LOAD_FAST connection LOAD_ATTR is_defunct POP_JUMP_IF_TRUE LOAD_CONST 1 JUMP_FORWARD to 28 LOAD_CONST 0 STORE_FAST open_count LOAD_FAST connection POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR in_flight BUILD_LIST JUMP_FORWARD to 44 BUILD_LIST STORE_FAST in_flights LOAD_FAST connection POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR orphaned_request_ids BUILD_LIST JUMP_FORWARD to 60 BUILD_LIST STORE_FAST orphan_requests LOAD_FAST self LOAD_ATTR is_shutdown LOAD_FAST open_count LOAD_FAST in_flights LOAD_FAST orphan_requests LOAD_CONST ('shutdown', 'open_count', 'in_flights', 'orphan_requests') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST self LOAD_ATTR _connection STORE_FAST connection LOAD_FAST connection POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR is_closed POP_JUMP_IF_TRUE LOAD_FAST connection LOAD_ATTR is_defunct POP_JUMP_IF_TRUE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HostConnectionPool' STORE_NAME __qualname__ LOAD_CONST '\n Used to pool connections to a host for v1 and v2 native protocol.\n ' STORE_NAME __doc__ LOAD_CONST None STORE_NAME host LOAD_CONST None STORE_NAME host_distance LOAD_CONST False STORE_NAME is_shutdown LOAD_CONST 0 STORE_NAME open_count LOAD_CONST 0 STORE_NAME _scheduled_for_creation LOAD_CONST 0 STORE_NAME _next_trash_allowed_at LOAD_CONST None STORE_NAME _keyspace LOAD_CONST <code object __init__ at 0x7fab40d04300, file "f.py", line 635> LOAD_CONST 'HostConnectionPool.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object borrow_connection at 0x7fab40d04f60, file "f.py", line 663> LOAD_CONST 'HostConnectionPool.borrow_connection' MAKE_FUNCTION STORE_NAME borrow_connection LOAD_CONST <code object _maybe_spawn_new_connection at 0x7fab40d04390, file "f.py", line 711> LOAD_CONST 'HostConnectionPool._maybe_spawn_new_connection' MAKE_FUNCTION STORE_NAME _maybe_spawn_new_connection LOAD_CONST <code object _create_new_connection at 0x7fab82343f60, file "f.py", line 724> LOAD_CONST 'HostConnectionPool._create_new_connection' MAKE_FUNCTION STORE_NAME _create_new_connection LOAD_CONST <code object _add_conn_if_under_max at 0x7fab823430c0, file "f.py", line 735> LOAD_CONST 'HostConnectionPool._add_conn_if_under_max' MAKE_FUNCTION STORE_NAME _add_conn_if_under_max LOAD_CONST <code object _await_available_conn at 0x7fab82343b70, file "f.py", line 783> LOAD_CONST 'HostConnectionPool._await_available_conn' MAKE_FUNCTION STORE_NAME _await_available_conn LOAD_CONST <code object _signal_available_conn at 0x7fab823439c0, file "f.py", line 787> LOAD_CONST 'HostConnectionPool._signal_available_conn' MAKE_FUNCTION STORE_NAME _signal_available_conn LOAD_CONST <code object _signal_all_available_conn at 0x7fab82343420, file "f.py", line 791> LOAD_CONST 'HostConnectionPool._signal_all_available_conn' MAKE_FUNCTION STORE_NAME _signal_all_available_conn LOAD_CONST <code object _wait_for_conn at 0x7fab82343300, file "f.py", line 795> LOAD_CONST 'HostConnectionPool._wait_for_conn' MAKE_FUNCTION STORE_NAME _wait_for_conn LOAD_CONST (False,) LOAD_CONST <code object return_connection at 0x7fab82343810, file "f.py", line 817> LOAD_CONST 'HostConnectionPool.return_connection' MAKE_FUNCTION STORE_NAME return_connection LOAD_CONST <code object on_orphaned_stream_released at 0x7fab82343ae0, file "f.py", line 869> LOAD_CONST 'HostConnectionPool.on_orphaned_stream_released' MAKE_FUNCTION STORE_NAME on_orphaned_stream_released LOAD_CONST <code object _maybe_trash_connection at 0x7faa7c1f68a0, file "f.py", line 876> LOAD_CONST 'HostConnectionPool._maybe_trash_connection' MAKE_FUNCTION STORE_NAME _maybe_trash_connection LOAD_CONST <code object _replace at 0x7faa7c1f6390, file "f.py", line 909> LOAD_CONST 'HostConnectionPool._replace' MAKE_FUNCTION STORE_NAME _replace LOAD_CONST <code object _retrying_replace at 0x7faa7c1f6540, file "f.py", line 927> LOAD_CONST 'HostConnectionPool._retrying_replace' MAKE_FUNCTION STORE_NAME _retrying_replace LOAD_CONST <code object shutdown at 0x7faa7c1f6c00, file "f.py", line 937> LOAD_CONST 'HostConnectionPool.shutdown' MAKE_FUNCTION STORE_NAME shutdown LOAD_CONST <code object ensure_core_connections at 0x7faa7c1f69c0, file "f.py", line 952> LOAD_CONST 'HostConnectionPool.ensure_core_connections' MAKE_FUNCTION STORE_NAME ensure_core_connections LOAD_CONST <code object _set_keyspace_for_all_conns at 0x7faa7c1f64b0, file "f.py", line 967> LOAD_CONST 'HostConnectionPool._set_keyspace_for_all_conns' MAKE_FUNCTION STORE_NAME _set_keyspace_for_all_conns LOAD_CONST <code object get_connections at 0x7faa7c1f6270, file "f.py", line 993> LOAD_CONST 'HostConnectionPool.get_connections' MAKE_FUNCTION STORE_NAME get_connections LOAD_CONST <code object get_state at 0x7faa7c1f6d20, file "f.py", line 996> LOAD_CONST 'HostConnectionPool.get_state' MAKE_FUNCTION STORE_NAME get_state LOAD_CONST None RETURN_VALUE LOAD_DEREF host LOAD_DEREF self STORE_ATTR host LOAD_FAST host_distance LOAD_DEREF self STORE_ATTR host_distance LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_DEREF session CALL_METHOD LOAD_DEREF self STORE_ATTR _session LOAD_GLOBAL RLock CALL_FUNCTION LOAD_DEREF self STORE_ATTR _lock LOAD_GLOBAL Condition CALL_FUNCTION LOAD_DEREF self STORE_ATTR _conn_available_condition LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Initializing new connection pool for host %s' LOAD_DEREF self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_DEREF session LOAD_ATTR cluster LOAD_METHOD get_core_connections_per_host LOAD_FAST host_distance CALL_METHOD STORE_FAST core_conns LOAD_CLOSURE host LOAD_CLOSURE self LOAD_CLOSURE session BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab40d041e0, file "f.py", line 646> LOAD_CONST 'HostConnectionPool.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST core_conns CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF self STORE_ATTR _connections LOAD_DEREF session LOAD_ATTR keyspace LOAD_DEREF self STORE_ATTR _keyspace LOAD_DEREF self LOAD_ATTR _keyspace POP_JUMP_IF_FALSE SETUP_LOOP to 136 LOAD_DEREF self LOAD_ATTR _connections GET_ITER FOR_ITER to 134 STORE_FAST conn LOAD_FAST conn LOAD_METHOD set_keyspace_blocking LOAD_DEREF self LOAD_ATTR _keyspace CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set CALL_FUNCTION LOAD_DEREF self STORE_ATTR _trash LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_DEREF self STORE_ATTR _next_trash_allowed_at LOAD_FAST core_conns LOAD_DEREF self STORE_ATTR open_count LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Finished initializing new connection pool for host %s' LOAD_DEREF self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST i LOAD_DEREF session LOAD_ATTR cluster LOAD_ATTR connection_factory LOAD_DEREF host LOAD_ATTR endpoint LOAD_DEREF self LOAD_ATTR on_orphaned_stream_released LOAD_CONST ('on_orphaned_stream_released',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_GLOBAL ConnectionException LOAD_CONST 'Pool for %s is shutdown' LOAD_FAST self LOAD_ATTR host BUILD_TUPLE BINARY_MODULO LOAD_FAST self LOAD_ATTR host CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _connections STORE_FAST conns LOAD_FAST conns POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Detected empty pool, opening core conns to %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_core_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST core_conns LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 144 POP_TOP LOAD_FAST core_conns LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _connections CALL_FUNCTION LOAD_FAST self LOAD_ATTR _scheduled_for_creation BINARY_ADD BINARY_SUBTRACT STORE_FAST to_create SETUP_LOOP to 140 LOAD_GLOBAL range LOAD_FAST to_create CALL_FUNCTION GET_ITER FOR_ITER to 138 STORE_FAST i LOAD_FAST self DUP_TOP LOAD_ATTR _scheduled_for_creation LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _scheduled_for_creation LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _create_new_connection CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD _wait_for_conn LOAD_FAST timeout CALL_METHOD STORE_FAST conn LOAD_FAST conn RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_max_requests_per_connection LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST max_reqs LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_max_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST max_conns LOAD_GLOBAL min LOAD_FAST conns LOAD_CONST <code object <lambda> at 0x7fab40d045d0, file "f.py", line 693> LOAD_CONST 'HostConnectionPool.borrow_connection.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION STORE_FAST least_busy LOAD_CONST None STORE_FAST request_id LOAD_CONST False STORE_FAST need_to_wait LOAD_FAST least_busy LOAD_ATTR lock SETUP_WITH to 274 POP_TOP LOAD_FAST least_busy LOAD_ATTR in_flight LOAD_FAST least_busy LOAD_ATTR max_request_id COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST least_busy DUP_TOP LOAD_ATTR in_flight LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR in_flight LOAD_FAST least_busy LOAD_METHOD get_request_id CALL_METHOD STORE_FAST request_id JUMP_FORWARD to 270 LOAD_CONST True STORE_FAST need_to_wait POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST need_to_wait EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _wait_for_conn LOAD_FAST timeout CALL_METHOD UNPACK_SEQUENCE STORE_FAST least_busy STORE_FAST request_id LOAD_FAST least_busy LOAD_ATTR in_flight LOAD_FAST max_reqs COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _connections CALL_FUNCTION LOAD_FAST max_conns COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _maybe_spawn_new_connection CALL_METHOD POP_TOP LOAD_FAST least_busy LOAD_FAST request_id BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST c LOAD_ATTR in_flight RETURN_VALUE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 66 POP_TOP LOAD_FAST self LOAD_ATTR _scheduled_for_creation LOAD_GLOBAL _MAX_SIMULTANEOUS_CREATION COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR open_count LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_max_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self DUP_TOP LOAD_ATTR _scheduled_for_creation LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _scheduled_for_creation POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Submitting task for creation of new Connection to %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _create_new_connection CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_FINALLY to 104 SETUP_EXCEPT to 16 LOAD_FAST self LOAD_METHOD _add_conn_if_under_max CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 100 DUP_TOP LOAD_GLOBAL ConnectionException LOAD_GLOBAL socket LOAD_ATTR error BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 58 LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'Failed to create new connection to %s: %s' LOAD_FAST self LOAD_ATTR host LOAD_FAST exc CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 100 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD exception LOAD_CONST 'Unexpectedly failed to create new connection' CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 100 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 130 POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR _scheduled_for_creation LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR _scheduled_for_creation POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_max_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST max_conns LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 66 POP_TOP LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR open_count LOAD_FAST max_conns COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR open_count POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Going to open new connection to host %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP SETUP_EXCEPT to 222 LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR connection_factory LOAD_FAST self LOAD_ATTR host LOAD_ATTR endpoint LOAD_FAST self LOAD_ATTR on_orphaned_stream_released LOAD_CONST ('on_orphaned_stream_released',) CALL_FUNCTION STORE_FAST conn LOAD_FAST self LOAD_ATTR _keyspace POP_JUMP_IF_FALSE LOAD_FAST conn LOAD_METHOD set_keyspace_blocking LOAD_FAST self LOAD_ATTR _session LOAD_ATTR keyspace CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_GLOBAL _MIN_TRASH_INTERVAL BINARY_ADD LOAD_FAST self STORE_ATTR _next_trash_allowed_at LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 184 POP_TOP LOAD_FAST self LOAD_ATTR _connections LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST conn BUILD_LIST BINARY_ADD STORE_FAST new_connections LOAD_FAST new_connections LOAD_FAST self STORE_ATTR _connections POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Added new connection (%s) to pool for host %s, signaling availablility' LOAD_GLOBAL id LOAD_FAST conn CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _signal_available_conn CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE DUP_TOP LOAD_GLOBAL ConnectionException LOAD_GLOBAL socket LOAD_ATTR error BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 330 LOAD_GLOBAL log LOAD_METHOD warning LOAD_CONST 'Failed to add new connection to pool for host %s: %s' LOAD_FAST self LOAD_ATTR host LOAD_FAST exc CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 288 POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR open_count POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR signal_connection_failure LOAD_FAST self LOAD_ATTR host LOAD_FAST exc LOAD_CONST False LOAD_CONST ('is_host_addition',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD shutdown CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 396 DUP_TOP LOAD_GLOBAL AuthenticationFailed COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 384 POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR open_count POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _conn_available_condition SETUP_WITH to 24 POP_TOP LOAD_FAST self LOAD_ATTR _conn_available_condition LOAD_METHOD wait LOAD_FAST timeout CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _conn_available_condition SETUP_WITH to 22 POP_TOP LOAD_FAST self LOAD_ATTR _conn_available_condition LOAD_METHOD notify CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _conn_available_condition SETUP_WITH to 22 POP_TOP LOAD_FAST self LOAD_ATTR _conn_available_condition LOAD_METHOD notify_all CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD STORE_FAST start LOAD_FAST timeout STORE_FAST remaining SETUP_LOOP to 148 LOAD_FAST remaining LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _await_available_conn LOAD_FAST remaining CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_GLOBAL ConnectionException LOAD_CONST 'Pool is shutdown' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _connections STORE_FAST conns LOAD_FAST conns POP_JUMP_IF_FALSE LOAD_GLOBAL min LOAD_FAST conns LOAD_CONST <code object <lambda> at 0x7fab82343150, file "f.py", line 807> LOAD_CONST 'HostConnectionPool._wait_for_conn.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION STORE_FAST least_busy LOAD_FAST least_busy LOAD_ATTR lock SETUP_WITH to 122 POP_TOP LOAD_FAST least_busy LOAD_ATTR in_flight LOAD_FAST least_busy LOAD_ATTR max_request_id COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST least_busy DUP_TOP LOAD_ATTR in_flight LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR in_flight LOAD_FAST least_busy LOAD_FAST least_busy LOAD_METHOD get_request_id CALL_METHOD BUILD_TUPLE RETURN_VALUE POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST timeout LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST start BINARY_SUBTRACT BINARY_SUBTRACT STORE_FAST remaining JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL NoConnectionsAvailable CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST c LOAD_ATTR in_flight RETURN_VALUE LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 36 POP_TOP LOAD_FAST stream_was_orphaned POP_JUMP_IF_TRUE LOAD_FAST connection DUP_TOP LOAD_ATTR in_flight LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR in_flight LOAD_FAST connection LOAD_ATTR in_flight STORE_FAST in_flight POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST connection LOAD_ATTR is_defunct POP_JUMP_IF_TRUE LOAD_FAST connection LOAD_ATTR is_closed POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR signaled_error POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Defunct or closed connection (%s) returned to pool, potentially marking host %s as down' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_ATTR signal_connection_failure LOAD_FAST self LOAD_ATTR host LOAD_FAST connection LOAD_ATTR last_error LOAD_CONST False LOAD_CONST ('is_host_addition',) CALL_FUNCTION STORE_FAST is_down LOAD_CONST True LOAD_FAST connection STORE_ATTR signaled_error LOAD_FAST is_down POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD shutdown CALL_METHOD POP_TOP JUMP_FORWARD to 134 LOAD_FAST self LOAD_METHOD _replace LOAD_FAST connection CALL_METHOD POP_TOP JUMP_FORWARD to 340 LOAD_FAST connection LOAD_FAST self LOAD_ATTR _trash COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 236 POP_TOP LOAD_FAST connection LOAD_ATTR in_flight LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 198 POP_TOP LOAD_FAST connection LOAD_FAST self LOAD_ATTR _trash COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _trash LOAD_METHOD remove LOAD_FAST connection CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Closing trashed connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_core_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST core_conns LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_min_requests_per_connection LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST min_reqs LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _connections CALL_FUNCTION LOAD_FAST core_conns COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST in_flight LOAD_FAST min_reqs COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST self LOAD_ATTR _next_trash_allowed_at COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _maybe_trash_connection LOAD_FAST connection CALL_METHOD POP_TOP JUMP_FORWARD to 340 LOAD_FAST self LOAD_METHOD _signal_available_conn CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _signal_available_conn CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_core_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST core_conns LOAD_CONST False STORE_FAST did_trash LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 176 POP_TOP LOAD_FAST connection LOAD_FAST self LOAD_ATTR _connections COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR open_count LOAD_FAST core_conns COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST did_trash LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR open_count LOAD_FAST self LOAD_ATTR _connections LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST new_connections LOAD_FAST new_connections LOAD_METHOD remove LOAD_FAST connection CALL_METHOD POP_TOP LOAD_FAST new_connections LOAD_FAST self STORE_ATTR _connections LOAD_FAST connection LOAD_ATTR lock SETUP_WITH to 154 POP_TOP LOAD_FAST connection LOAD_ATTR in_flight LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Skipping trash and closing unused connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _trash LOAD_METHOD add LOAD_FAST connection CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST did_trash POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_GLOBAL _MIN_TRASH_INTERVAL BINARY_ADD LOAD_FAST self STORE_ATTR _next_trash_allowed_at LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Trashed connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST should_replace LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 74 POP_TOP LOAD_FAST connection LOAD_FAST self LOAD_ATTR _connections COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _connections LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST new_connections LOAD_FAST new_connections LOAD_METHOD remove LOAD_FAST connection CALL_METHOD POP_TOP LOAD_FAST new_connections LOAD_FAST self STORE_ATTR _connections LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR open_count LOAD_CONST True STORE_FAST should_replace POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST should_replace POP_JUMP_IF_FALSE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Replacing connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _retrying_replace CALL_METHOD POP_TOP JUMP_FORWARD to 156 LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Closing connection (%s) to %s' LOAD_GLOBAL id LOAD_FAST connection CALL_FUNCTION LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST replaced SETUP_EXCEPT to 18 LOAD_FAST self LOAD_METHOD _add_conn_if_under_max CALL_METHOD STORE_FAST replaced POP_BLOCK JUMP_FORWARD to 52 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL log LOAD_METHOD exception LOAD_CONST 'Failed replacing connection to %s' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 52 END_FINALLY LOAD_FAST replaced POP_JUMP_IF_TRUE LOAD_GLOBAL log LOAD_METHOD debug LOAD_CONST 'Failed replacing connection to %s. Retrying.' LOAD_FAST self LOAD_ATTR host CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _retrying_replace CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 28 POP_TOP LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR is_shutdown POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD _signal_all_available_conn CALL_METHOD POP_TOP SETUP_LOOP to 80 LOAD_FAST self LOAD_ATTR _connections GET_ITER FOR_ITER to 78 STORE_FAST conn LOAD_FAST conn LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR open_count LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR open_count JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 104 LOAD_FAST self LOAD_ATTR _trash GET_ITER FOR_ITER to 102 STORE_FAST conn LOAD_FAST conn LOAD_METHOD close CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR is_shutdown POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_ATTR cluster LOAD_METHOD get_core_connections_per_host LOAD_FAST self LOAD_ATTR host_distance CALL_METHOD STORE_FAST core_conns LOAD_FAST self LOAD_ATTR _lock SETUP_WITH to 104 POP_TOP LOAD_FAST core_conns LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _connections CALL_FUNCTION LOAD_FAST self LOAD_ATTR _scheduled_for_creation BINARY_ADD BINARY_SUBTRACT STORE_FAST to_create SETUP_LOOP to 100 LOAD_GLOBAL range LOAD_FAST to_create CALL_FUNCTION GET_ITER FOR_ITER to 98 STORE_FAST i LOAD_FAST self DUP_TOP LOAD_ATTR _scheduled_for_creation LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _scheduled_for_creation LOAD_FAST self LOAD_ATTR _session LOAD_METHOD submit LOAD_FAST self LOAD_ATTR _create_new_connection CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set LOAD_DEREF self LOAD_ATTR _connections CALL_FUNCTION STORE_DEREF remaining_callbacks BUILD_LIST STORE_DEREF errors LOAD_DEREF remaining_callbacks POP_JUMP_IF_TRUE LOAD_DEREF callback LOAD_DEREF self LOAD_DEREF errors CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CLOSURE callback LOAD_CLOSURE errors LOAD_CLOSURE remaining_callbacks LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object connection_finished_setting_keyspace at 0x7faa7c1f6a50, file "f.py", line 980> LOAD_CONST 'HostConnectionPool._set_keyspace_for_all_conns.<locals>.connection_finished_setting_keyspace' MAKE_FUNCTION STORE_FAST connection_finished_setting_keyspace LOAD_FAST keyspace LOAD_DEREF self STORE_ATTR _keyspace SETUP_LOOP to 84 LOAD_DEREF self LOAD_ATTR _connections GET_ITER FOR_ITER to 82 STORE_FAST conn LOAD_FAST conn LOAD_METHOD set_keyspace_async LOAD_FAST keyspace LOAD_FAST connection_finished_setting_keyspace CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD return_connection LOAD_FAST conn CALL_METHOD POP_TOP LOAD_DEREF remaining_callbacks LOAD_METHOD remove LOAD_FAST conn CALL_METHOD POP_TOP LOAD_FAST error POP_JUMP_IF_FALSE LOAD_DEREF errors LOAD_METHOD append LOAD_FAST error CALL_METHOD POP_TOP LOAD_DEREF remaining_callbacks POP_JUMP_IF_TRUE LOAD_DEREF callback LOAD_DEREF self LOAD_DEREF errors CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _connections RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7faa7c1f6300, file "f.py", line 997> LOAD_CONST 'HostConnectionPool.get_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _connections GET_ITER CALL_FUNCTION STORE_FAST in_flights LOAD_CONST <code object <listcomp> at 0x7faa7c1f6150, file "f.py", line 998> LOAD_CONST 'HostConnectionPool.get_state.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _connections GET_ITER CALL_FUNCTION STORE_FAST orphan_requests LOAD_FAST self LOAD_ATTR is_shutdown LOAD_FAST self LOAD_ATTR open_count LOAD_FAST in_flights LOAD_FAST orphan_requests LOAD_CONST ('shutdown', 'open_count', 'in_flights', 'orphan_requests') BUILD_CONST_KEY_MAP RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST c LOAD_FAST c LOAD_ATTR in_flight LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST c LOAD_FAST c LOAD_ATTR orphaned_request_ids LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
""" Connection pooling and host management. """ from functools import total_ordering import logging import socket import time from threading import Lock, RLock, Condition import weakref try: from weakref import WeakSet except ImportError: from cassandra.util import WeakSet # NOQA from cassandra import AuthenticationFailed from cassandra.connection import ConnectionException, EndPoint, DefaultEndPoint from cassandra.policies import HostDistance log = logging.getLogger(__name__) class NoConnectionsAvailable(Exception): """ All existing connections to a given host are busy, or there are no open connections. """ pass @total_ordering class Host(object): """ Represents a single Cassandra node. """ endpoint = None """ The :class:`~.connection.EndPoint` to connect to the node. """ broadcast_address = None """ broadcast address configured for the node, *if available*: 'system.local.broadcast_address' or 'system.peers.peer' (Cassandra 2-3) 'system.local.broadcast_address' or 'system.peers_v2.peer' (Cassandra 4) This is not present in the ``system.local`` table for older versions of Cassandra. It is also not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. """ broadcast_port = None """ broadcast port configured for the node, *if available*: 'system.local.broadcast_port' or 'system.peers_v2.peer_port' (Cassandra 4) It is also not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. """ broadcast_rpc_address = None """ The broadcast rpc address of the node: 'system.local.rpc_address' or 'system.peers.rpc_address' (Cassandra 3) 'system.local.rpc_address' or 'system.peers.native_transport_address (DSE 6+)' 'system.local.rpc_address' or 'system.peers_v2.native_address (Cassandra 4)' """ broadcast_rpc_port = None """ The broadcast rpc port of the node, *if available*: 'system.local.rpc_port' or 'system.peers.native_transport_port' (DSE 6+) 'system.local.rpc_port' or 'system.peers_v2.native_port' (Cassandra 4) """ listen_address = None """ listen address configured for the node, *if available*: 'system.local.listen_address' This is only available in the ``system.local`` table for newer versions of Cassandra. It is also not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. Usually the same as ``broadcast_address`` unless configured differently in cassandra.yaml. """ listen_port = None """ listen port configured for the node, *if available*: 'system.local.listen_port' This is only available in the ``system.local`` table for newer versions of Cassandra. It is also not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. """ conviction_policy = None """ A :class:`~.ConvictionPolicy` instance for determining when this node should be marked up or down. """ is_up = None """ :const:`True` if the node is considered up, :const:`False` if it is considered down, and :const:`None` if it is not known if the node is up or down. """ release_version = None """ release_version as queried from the control connection system tables """ host_id = None """ The unique identifier of the cassandra node """ dse_version = None """ dse_version as queried from the control connection system tables. Only populated when connecting to DSE with this property available. Not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. """ dse_workload = None """ DSE workload queried from the control connection system tables. Only populated when connecting to DSE with this property available. Not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. This is a legacy attribute that does not portray multiple workloads in a uniform fashion. See also :attr:`~.Host.dse_workloads`. """ dse_workloads = None """ DSE workloads set, queried from the control connection system tables. Only populated when connecting to DSE with this property available (added in DSE 5.1). Not queried if :attr:`~.Cluster.token_metadata_enabled` is ``False``. """ _datacenter = None _rack = None _reconnection_handler = None lock = None _currently_handling_node_up = False def __init__( self, endpoint, conviction_policy_factory, datacenter=None, rack=None, host_id=None, ): if endpoint is None: raise ValueError("endpoint may not be None") if conviction_policy_factory is None: raise ValueError("conviction_policy_factory may not be None") self.endpoint = ( endpoint if isinstance(endpoint, EndPoint) else DefaultEndPoint(endpoint) ) self.conviction_policy = conviction_policy_factory(self) self.host_id = host_id self.set_location_info(datacenter, rack) self.lock = RLock() @property def address(self): """ The IP address of the endpoint. This is the RPC address the driver uses when connecting to the node. """ return self.endpoint.address @property def datacenter(self): """The datacenter the node is in.""" return self._datacenter @property def rack(self): """The rack the node is in.""" return self._rack def set_location_info(self, datacenter, rack): """ Sets the datacenter and rack for this node. Intended for internal use (by the control connection, which periodically checks the ring topology) only. """ self._datacenter = datacenter self._rack = rack def set_up(self): if not self.is_up: log.debug("Host %s is now marked up", self.endpoint) self.conviction_policy.reset() self.is_up = True def set_down(self): self.is_up = False def signal_connection_failure(self, connection_exc): return self.conviction_policy.add_failure(connection_exc) def is_currently_reconnecting(self): return self._reconnection_handler is not None def get_and_set_reconnection_handler(self, new_handler): """ Atomically replaces the reconnection handler for this host. Intended for internal use only. """ with self.lock: old = self._reconnection_handler self._reconnection_handler = new_handler return old def __eq__(self, other): if isinstance(other, Host): return self.endpoint == other.endpoint else: # TODO Backward compatibility, remove next major return self.endpoint.address == other def __hash__(self): return hash(self.endpoint) def __lt__(self, other): return self.endpoint < other.endpoint def __str__(self): return str(self.endpoint) def __repr__(self): dc = (" %s" % (self._datacenter,)) if self._datacenter else "" return "<%s: %s%s>" % (self.__class__.__name__, self.endpoint, dc) class _ReconnectionHandler(object): """ Abstract class for attempting reconnections with a given schedule and scheduler. """ _cancelled = False def __init__( self, scheduler, schedule, callback, *callback_args, **callback_kwargs ): self.scheduler = scheduler self.schedule = schedule self.callback = callback self.callback_args = callback_args self.callback_kwargs = callback_kwargs def start(self): if self._cancelled: log.debug("Reconnection handler was cancelled before starting") return first_delay = next(self.schedule) self.scheduler.schedule(first_delay, self.run) def run(self): if self._cancelled: return conn = None try: conn = self.try_reconnect() except Exception as exc: try: next_delay = next(self.schedule) except StopIteration: next_delay = None if self.on_exception(exc, next_delay): if next_delay is None: log.warning( "Will not continue to retry reconnection attempts " "due to an exhausted retry schedule" ) else: self.scheduler.schedule(next_delay, self.run) else: if not self._cancelled: self.on_reconnection(conn) self.callback(*(self.callback_args), **(self.callback_kwargs)) finally: if conn: conn.close() def cancel(self): self._cancelled = True def try_reconnect(self): """ Subclasses must implement this method. It should attempt to open a new Connection and return it; if a failure occurs, an Exception should be raised. """ raise NotImplementedError() def on_reconnection(self, connection): """ Called when a new Connection is successfully opened. Nothing is done by default. """ pass def on_exception(self, exc, next_delay): """ Called when an Exception is raised when trying to connect. `exc` is the Exception that was raised and `next_delay` is the number of seconds (as a float) that the handler will wait before attempting to connect again. Subclasses should return :const:`False` if no more attempts to connection should be made, :const:`True` otherwise. The default behavior is to always retry unless the error is an :exc:`.AuthenticationFailed` instance. """ if isinstance(exc, AuthenticationFailed): return False else: return True class _HostReconnectionHandler(_ReconnectionHandler): def __init__( self, host, connection_factory, is_host_addition, on_add, on_up, *args, **kwargs ): _ReconnectionHandler.__init__(self, *args, **kwargs) self.is_host_addition = is_host_addition self.on_add = on_add self.on_up = on_up self.host = host self.connection_factory = connection_factory def try_reconnect(self): return self.connection_factory() def on_reconnection(self, connection): log.info( "Successful reconnection to %s, marking node up if it isn't already", self.host, ) if self.is_host_addition: self.on_add(self.host) else: self.on_up(self.host) def on_exception(self, exc, next_delay): if isinstance(exc, AuthenticationFailed): return False else: log.warning( "Error attempting to reconnect to %s, scheduling retry in %s seconds: %s", self.host, next_delay, exc, ) log.debug("Reconnection error details", exc_info=True) return True class HostConnection(object): """ When using v3 of the native protocol, this is used instead of a connection pool per host (HostConnectionPool) due to the increased in-flight capacity of individual connections. """ host = None host_distance = None is_shutdown = False shutdown_on_error = False _session = None _connection = None _lock = None _keyspace = None def __init__(self, host, host_distance, session): self.host = host self.host_distance = host_distance self._session = weakref.proxy(session) self._lock = Lock() self._stream_available_condition = Condition(self._lock) self._is_replacing = False self._trash = set() if host_distance == HostDistance.IGNORED: log.debug("Not opening connection to ignored host %s", self.host) return elif ( host_distance == HostDistance.REMOTE and not session.cluster.connect_to_remote_hosts ): log.debug("Not opening connection to remote host %s", self.host) return log.debug("Initializing connection for host %s", self.host) self._connection = session.cluster.connection_factory( host.endpoint, on_orphaned_stream_released=self.on_orphaned_stream_released ) self._keyspace = session.keyspace if self._keyspace: self._connection.set_keyspace_blocking(self._keyspace) log.debug("Finished initializing connection for host %s", self.host) def _get_connection(self): if self.is_shutdown: raise ConnectionException( "Pool for %s is shutdown" % (self.host,), self.host ) conn = self._connection if not conn: raise NoConnectionsAvailable() return conn def borrow_connection(self, timeout): conn = self._get_connection() if conn.orphaned_threshold_reached: with self._lock: if not self._is_replacing: self._is_replacing = True self._session.submit(self._replace, conn) log.debug( "Connection to host %s reached orphaned stream limit, replacing...", self.host, ) start = time.time() remaining = timeout while True: with conn.lock: if ( not (conn.orphaned_threshold_reached and conn.is_closed) and conn.in_flight < conn.max_request_id ): conn.in_flight += 1 return conn, conn.get_request_id() if timeout is not None: remaining = timeout - time.time() + start if remaining < 0: break with self._stream_available_condition: if conn.orphaned_threshold_reached and conn.is_closed: conn = self._get_connection() else: self._stream_available_condition.wait(remaining) raise NoConnectionsAvailable("All request IDs are currently in use") def return_connection(self, connection, stream_was_orphaned=False): if not stream_was_orphaned: with connection.lock: connection.in_flight -= 1 with self._stream_available_condition: self._stream_available_condition.notify() if connection.is_defunct or connection.is_closed: if connection.signaled_error and not self.shutdown_on_error: return is_down = False if not connection.signaled_error: log.debug( "Defunct or closed connection (%s) returned to pool, potentially " "marking host %s as down", id(connection), self.host, ) is_down = self._session.cluster.signal_connection_failure( self.host, connection.last_error, is_host_addition=False ) connection.signaled_error = True if self.shutdown_on_error and not is_down: is_down = True self._session.cluster.on_down(self.host, is_host_addition=False) if is_down: self.shutdown() else: self._connection = None with self._lock: if self._is_replacing: return self._is_replacing = True self._session.submit(self._replace, connection) else: if connection in self._trash: with connection.lock: if connection.in_flight == len(connection.orphaned_request_ids): with self._lock: if connection in self._trash: self._trash.remove(connection) log.debug( "Closing trashed connection (%s) to %s", id(connection), self.host, ) connection.close() return def on_orphaned_stream_released(self): """ Called when a response for an orphaned stream (timed out on the client side) was received. """ with self._stream_available_condition: self._stream_available_condition.notify() def _replace(self, connection): with self._lock: if self.is_shutdown: return log.debug("Replacing connection (%s) to %s", id(connection), self.host) try: conn = self._session.cluster.connection_factory( self.host.endpoint, on_orphaned_stream_released=self.on_orphaned_stream_released, ) if self._keyspace: conn.set_keyspace_blocking(self._keyspace) self._connection = conn except Exception: log.warning("Failed reconnecting %s. Retrying." % (self.host.endpoint,)) self._session.submit(self._replace, connection) else: with connection.lock: with self._lock: if connection.orphaned_threshold_reached: if connection.in_flight == len(connection.orphaned_request_ids): connection.close() else: self._trash.add(connection) self._is_replacing = False self._stream_available_condition.notify() def shutdown(self): with self._lock: if self.is_shutdown: return else: self.is_shutdown = True self._stream_available_condition.notify_all() if self._connection: self._connection.close() self._connection = None trash_conns = None with self._lock: if self._trash: trash_conns = self._trash self._trash = set() if trash_conns is not None: for conn in self._trash: conn.close() def _set_keyspace_for_all_conns(self, keyspace, callback): if self.is_shutdown or not self._connection: return def connection_finished_setting_keyspace(conn, error): self.return_connection(conn) errors = [] if not error else [error] callback(self, errors) self._keyspace = keyspace self._connection.set_keyspace_async( keyspace, connection_finished_setting_keyspace ) def get_connections(self): c = self._connection return [c] if c else [] def get_state(self): connection = self._connection open_count = ( 1 if connection and not (connection.is_closed or connection.is_defunct) else 0 ) in_flights = [connection.in_flight] if connection else [] orphan_requests = [connection.orphaned_request_ids] if connection else [] return { "shutdown": self.is_shutdown, "open_count": open_count, "in_flights": in_flights, "orphan_requests": orphan_requests, } @property def open_count(self): connection = self._connection return ( 1 if connection and not (connection.is_closed or connection.is_defunct) else 0 ) _MAX_SIMULTANEOUS_CREATION = 1 _MIN_TRASH_INTERVAL = 10 class HostConnectionPool(object): """ Used to pool connections to a host for v1 and v2 native protocol. """ host = None host_distance = None is_shutdown = False open_count = 0 _scheduled_for_creation = 0 _next_trash_allowed_at = 0 _keyspace = None def __init__(self, host, host_distance, session): self.host = host self.host_distance = host_distance self._session = weakref.proxy(session) self._lock = RLock() self._conn_available_condition = Condition() log.debug("Initializing new connection pool for host %s", self.host) core_conns = session.cluster.get_core_connections_per_host(host_distance) self._connections = [ session.cluster.connection_factory( host.endpoint, on_orphaned_stream_released=self.on_orphaned_stream_released, ) for i in range(core_conns) ] self._keyspace = session.keyspace if self._keyspace: for conn in self._connections: conn.set_keyspace_blocking(self._keyspace) self._trash = set() self._next_trash_allowed_at = time.time() self.open_count = core_conns log.debug("Finished initializing new connection pool for host %s", self.host) def borrow_connection(self, timeout): if self.is_shutdown: raise ConnectionException( "Pool for %s is shutdown" % (self.host,), self.host ) conns = self._connections if not conns: log.debug("Detected empty pool, opening core conns to %s", self.host) core_conns = self._session.cluster.get_core_connections_per_host( self.host_distance ) with self._lock: to_create = core_conns - ( len(self._connections) + self._scheduled_for_creation ) for i in range(to_create): self._scheduled_for_creation += 1 self._session.submit(self._create_new_connection) conn = self._wait_for_conn(timeout) return conn else: max_reqs = self._session.cluster.get_max_requests_per_connection( self.host_distance ) max_conns = self._session.cluster.get_max_connections_per_host( self.host_distance ) least_busy = min(conns, key=lambda c: c.in_flight) request_id = None need_to_wait = False with least_busy.lock: if least_busy.in_flight < least_busy.max_request_id: least_busy.in_flight += 1 request_id = least_busy.get_request_id() else: need_to_wait = True if need_to_wait: least_busy, request_id = self._wait_for_conn(timeout) if least_busy.in_flight >= max_reqs and len(self._connections) < max_conns: self._maybe_spawn_new_connection() return least_busy, request_id def _maybe_spawn_new_connection(self): with self._lock: if self._scheduled_for_creation >= _MAX_SIMULTANEOUS_CREATION: return if self.open_count >= self._session.cluster.get_max_connections_per_host( self.host_distance ): return self._scheduled_for_creation += 1 log.debug("Submitting task for creation of new Connection to %s", self.host) self._session.submit(self._create_new_connection) def _create_new_connection(self): try: self._add_conn_if_under_max() except (ConnectionException, socket.error) as exc: log.warning("Failed to create new connection to %s: %s", self.host, exc) except Exception: log.exception("Unexpectedly failed to create new connection") finally: with self._lock: self._scheduled_for_creation -= 1 def _add_conn_if_under_max(self): max_conns = self._session.cluster.get_max_connections_per_host( self.host_distance ) with self._lock: if self.is_shutdown: return True if self.open_count >= max_conns: return True self.open_count += 1 log.debug("Going to open new connection to host %s", self.host) try: conn = self._session.cluster.connection_factory( self.host.endpoint, on_orphaned_stream_released=self.on_orphaned_stream_released, ) if self._keyspace: conn.set_keyspace_blocking(self._session.keyspace) self._next_trash_allowed_at = time.time() + _MIN_TRASH_INTERVAL with self._lock: new_connections = self._connections[:] + [conn] self._connections = new_connections log.debug( "Added new connection (%s) to pool for host %s, signaling availablility", id(conn), self.host, ) self._signal_available_conn() return True except (ConnectionException, socket.error) as exc: log.warning( "Failed to add new connection to pool for host %s: %s", self.host, exc ) with self._lock: self.open_count -= 1 if self._session.cluster.signal_connection_failure( self.host, exc, is_host_addition=False ): self.shutdown() return False except AuthenticationFailed: with self._lock: self.open_count -= 1 return False def _await_available_conn(self, timeout): with self._conn_available_condition: self._conn_available_condition.wait(timeout) def _signal_available_conn(self): with self._conn_available_condition: self._conn_available_condition.notify() def _signal_all_available_conn(self): with self._conn_available_condition: self._conn_available_condition.notify_all() def _wait_for_conn(self, timeout): start = time.time() remaining = timeout while remaining > 0: self._await_available_conn(remaining) if self.is_shutdown: raise ConnectionException("Pool is shutdown") conns = self._connections if conns: least_busy = min(conns, key=lambda c: c.in_flight) with least_busy.lock: if least_busy.in_flight < least_busy.max_request_id: least_busy.in_flight += 1 return least_busy, least_busy.get_request_id() remaining = timeout - (time.time() - start) raise NoConnectionsAvailable() def return_connection(self, connection, stream_was_orphaned=False): with connection.lock: if not stream_was_orphaned: connection.in_flight -= 1 in_flight = connection.in_flight if connection.is_defunct or connection.is_closed: if not connection.signaled_error: log.debug( "Defunct or closed connection (%s) returned to pool, potentially " "marking host %s as down", id(connection), self.host, ) is_down = self._session.cluster.signal_connection_failure( self.host, connection.last_error, is_host_addition=False ) connection.signaled_error = True if is_down: self.shutdown() else: self._replace(connection) else: if connection in self._trash: with connection.lock: if connection.in_flight == 0: with self._lock: if connection in self._trash: self._trash.remove(connection) log.debug( "Closing trashed connection (%s) to %s", id(connection), self.host, ) connection.close() return core_conns = self._session.cluster.get_core_connections_per_host( self.host_distance ) min_reqs = self._session.cluster.get_min_requests_per_connection( self.host_distance ) if ( len(self._connections) > core_conns and in_flight <= min_reqs and time.time() >= self._next_trash_allowed_at ): self._maybe_trash_connection(connection) else: self._signal_available_conn() def on_orphaned_stream_released(self): """ Called when a response for an orphaned stream (timed out on the client side) was received. """ self._signal_available_conn() def _maybe_trash_connection(self, connection): core_conns = self._session.cluster.get_core_connections_per_host( self.host_distance ) did_trash = False with self._lock: if connection not in self._connections: return if self.open_count > core_conns: did_trash = True self.open_count -= 1 new_connections = self._connections[:] new_connections.remove(connection) self._connections = new_connections with connection.lock: if connection.in_flight == 0: log.debug( "Skipping trash and closing unused connection (%s) to %s", id(connection), self.host, ) connection.close() return self._trash.add(connection) if did_trash: self._next_trash_allowed_at = time.time() + _MIN_TRASH_INTERVAL log.debug("Trashed connection (%s) to %s", id(connection), self.host) def _replace(self, connection): should_replace = False with self._lock: if connection in self._connections: new_connections = self._connections[:] new_connections.remove(connection) self._connections = new_connections self.open_count -= 1 should_replace = True if should_replace: log.debug("Replacing connection (%s) to %s", id(connection), self.host) connection.close() self._session.submit(self._retrying_replace) else: log.debug("Closing connection (%s) to %s", id(connection), self.host) connection.close() def _retrying_replace(self): replaced = False try: replaced = self._add_conn_if_under_max() except Exception: log.exception("Failed replacing connection to %s", self.host) if not replaced: log.debug("Failed replacing connection to %s. Retrying.", self.host) self._session.submit(self._retrying_replace) def shutdown(self): with self._lock: if self.is_shutdown: return else: self.is_shutdown = True self._signal_all_available_conn() for conn in self._connections: conn.close() self.open_count -= 1 for conn in self._trash: conn.close() def ensure_core_connections(self): if self.is_shutdown: return core_conns = self._session.cluster.get_core_connections_per_host( self.host_distance ) with self._lock: to_create = core_conns - ( len(self._connections) + self._scheduled_for_creation ) for i in range(to_create): self._scheduled_for_creation += 1 self._session.submit(self._create_new_connection) def _set_keyspace_for_all_conns(self, keyspace, callback): """ Asynchronously sets the keyspace for all connections. When all connections have been set, `callback` will be called with two arguments: this pool, and a list of any errors that occurred. """ remaining_callbacks = set(self._connections) errors = [] if not remaining_callbacks: callback(self, errors) return def connection_finished_setting_keyspace(conn, error): self.return_connection(conn) remaining_callbacks.remove(conn) if error: errors.append(error) if not remaining_callbacks: callback(self, errors) self._keyspace = keyspace for conn in self._connections: conn.set_keyspace_async(keyspace, connection_finished_setting_keyspace) def get_connections(self): return self._connections def get_state(self): in_flights = [c.in_flight for c in self._connections] orphan_requests = [c.orphaned_request_ids for c in self._connections] return { "shutdown": self.is_shutdown, "open_count": self.open_count, "in_flights": in_flights, "orphan_requests": orphan_requests, }
data/cassandra-driver-3.29.0/cassandra/pool.py
15,023
9,037
206,340
SETUP_ANNOTATIONS LOAD_CONST 'Special case IR generation of calls to specific builtin functions.\n\nMost special cases should be handled using the data driven "primitive\nops" system, but certain operations require special handling that has\naccess to the AST/IR directly and can make decisions/optimizations\nbased on it. These special cases can be implemented here.\n\nFor example, we use specializers to statically emit the length of a\nfixed length tuple and to emit optimized code for any()/all() calls with\ngenerator comprehensions as the argument.\n\nSee comment below for more documentation.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('Callable', 'Optional') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Optional STORE_NAME Optional POP_TOP LOAD_CONST 0 LOAD_CONST ('ARG_NAMED', 'ARG_POS', 'CallExpr', 'DictExpr', 'Expression', 'GeneratorExpr', 'IntExpr', 'ListExpr', 'MemberExpr', 'NameExpr', 'RefExpr', 'StrExpr', 'TupleExpr') IMPORT_NAME mypy.nodes IMPORT_FROM ARG_NAMED STORE_NAME ARG_NAMED IMPORT_FROM ARG_POS STORE_NAME ARG_POS IMPORT_FROM CallExpr STORE_NAME CallExpr IMPORT_FROM DictExpr STORE_NAME DictExpr IMPORT_FROM Expression STORE_NAME Expression IMPORT_FROM GeneratorExpr STORE_NAME GeneratorExpr IMPORT_FROM IntExpr STORE_NAME IntExpr IMPORT_FROM ListExpr STORE_NAME ListExpr IMPORT_FROM MemberExpr STORE_NAME MemberExpr IMPORT_FROM NameExpr STORE_NAME NameExpr IMPORT_FROM RefExpr STORE_NAME RefExpr IMPORT_FROM StrExpr STORE_NAME StrExpr IMPORT_FROM TupleExpr STORE_NAME TupleExpr POP_TOP LOAD_CONST 0 LOAD_CONST ('AnyType', 'TypeOfAny') IMPORT_NAME mypy.types IMPORT_FROM AnyType STORE_NAME AnyType IMPORT_FROM TypeOfAny STORE_NAME TypeOfAny POP_TOP LOAD_CONST 0 LOAD_CONST ('BasicBlock', 'Extend', 'Integer', 'RaiseStandardError', 'Register', 'Truncate', 'Unreachable', 'Value') IMPORT_NAME mypyc.ir.ops IMPORT_FROM BasicBlock STORE_NAME BasicBlock IMPORT_FROM Extend STORE_NAME Extend IMPORT_FROM Integer STORE_NAME Integer IMPORT_FROM RaiseStandardError STORE_NAME RaiseStandardError IMPORT_FROM Register STORE_NAME Register IMPORT_FROM Truncate STORE_NAME Truncate IMPORT_FROM Unreachable STORE_NAME Unreachable IMPORT_FROM Value STORE_NAME Value POP_TOP LOAD_CONST 0 LOAD_CONST ('RInstance', 'RPrimitive', 'RTuple', 'RType', 'bool_rprimitive', 'c_int_rprimitive', 'dict_rprimitive', 'int16_rprimitive', 'int32_rprimitive', 'int64_rprimitive', 'int_rprimitive', 'is_bool_rprimitive', 'is_dict_rprimitive', 'is_fixed_width_rtype', 'is_float_rprimitive', 'is_int16_rprimitive', 'is_int32_rprimitive', 'is_int64_rprimitive', 'is_int_rprimitive', 'is_list_rprimitive', 'is_uint8_rprimitive', 'list_rprimitive', 'set_rprimitive', 'str_rprimitive', 'uint8_rprimitive') IMPORT_NAME mypyc.ir.rtypes IMPORT_FROM RInstance STORE_NAME RInstance IMPORT_FROM RPrimitive STORE_NAME RPrimitive IMPORT_FROM RTuple STORE_NAME RTuple IMPORT_FROM RType STORE_NAME RType IMPORT_FROM bool_rprimitive STORE_NAME bool_rprimitive IMPORT_FROM c_int_rprimitive STORE_NAME c_int_rprimitive IMPORT_FROM dict_rprimitive STORE_NAME dict_rprimitive IMPORT_FROM int16_rprimitive STORE_NAME int16_rprimitive IMPORT_FROM int32_rprimitive STORE_NAME int32_rprimitive IMPORT_FROM int64_rprimitive STORE_NAME int64_rprimitive IMPORT_FROM int_rprimitive STORE_NAME int_rprimitive IMPORT_FROM is_bool_rprimitive STORE_NAME is_bool_rprimitive IMPORT_FROM is_dict_rprimitive STORE_NAME is_dict_rprimitive IMPORT_FROM is_fixed_width_rtype STORE_NAME is_fixed_width_rtype IMPORT_FROM is_float_rprimitive STORE_NAME is_float_rprimitive IMPORT_FROM is_int16_rprimitive STORE_NAME is_int16_rprimitive IMPORT_FROM is_int32_rprimitive STORE_NAME is_int32_rprimitive IMPORT_FROM is_int64_rprimitive STORE_NAME is_int64_rprimitive IMPORT_FROM is_int_rprimitive STORE_NAME is_int_rprimitive IMPORT_FROM is_list_rprimitive STORE_NAME is_list_rprimitive IMPORT_FROM is_uint8_rprimitive STORE_NAME is_uint8_rprimitive IMPORT_FROM list_rprimitive STORE_NAME list_rprimitive IMPORT_FROM set_rprimitive STORE_NAME set_rprimitive IMPORT_FROM str_rprimitive STORE_NAME str_rprimitive IMPORT_FROM uint8_rprimitive STORE_NAME uint8_rprimitive POP_TOP LOAD_CONST 0 LOAD_CONST ('IRBuilder',) IMPORT_NAME mypyc.irbuild.builder IMPORT_FROM IRBuilder STORE_NAME IRBuilder POP_TOP LOAD_CONST 0 LOAD_CONST ('comprehension_helper', 'sequence_from_generator_preallocate_helper', 'translate_list_comprehension', 'translate_set_comprehension') IMPORT_NAME mypyc.irbuild.for_helpers IMPORT_FROM comprehension_helper STORE_NAME comprehension_helper IMPORT_FROM sequence_from_generator_preallocate_helper STORE_NAME sequence_from_generator_preallocate_helper IMPORT_FROM translate_list_comprehension STORE_NAME translate_list_comprehension IMPORT_FROM translate_set_comprehension STORE_NAME translate_set_comprehension POP_TOP LOAD_CONST 0 LOAD_CONST ('FormatOp', 'convert_format_expr_to_str', 'join_formatted_strings', 'tokenizer_format_call') IMPORT_NAME mypyc.irbuild.format_str_tokenizer IMPORT_FROM FormatOp STORE_NAME FormatOp IMPORT_FROM convert_format_expr_to_str STORE_NAME convert_format_expr_to_str IMPORT_FROM join_formatted_strings STORE_NAME join_formatted_strings IMPORT_FROM tokenizer_format_call STORE_NAME tokenizer_format_call POP_TOP LOAD_CONST 0 LOAD_CONST ('dict_items_op', 'dict_keys_op', 'dict_setdefault_spec_init_op', 'dict_values_op') IMPORT_NAME mypyc.primitives.dict_ops IMPORT_FROM dict_items_op STORE_NAME dict_items_op IMPORT_FROM dict_keys_op STORE_NAME dict_keys_op IMPORT_FROM dict_setdefault_spec_init_op STORE_NAME dict_setdefault_spec_init_op IMPORT_FROM dict_values_op STORE_NAME dict_values_op POP_TOP LOAD_CONST 0 LOAD_CONST ('new_list_set_item_op',) IMPORT_NAME mypyc.primitives.list_ops IMPORT_FROM new_list_set_item_op STORE_NAME new_list_set_item_op POP_TOP LOAD_CONST 0 LOAD_CONST ('new_tuple_set_item_op',) IMPORT_NAME mypyc.primitives.tuple_ops IMPORT_FROM new_tuple_set_item_op STORE_NAME new_tuple_set_item_op POP_TOP LOAD_NAME Callable LOAD_CONST 'IRBuilder' LOAD_NAME CallExpr LOAD_NAME RefExpr BUILD_LIST LOAD_NAME Optional LOAD_NAME Value BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_NAME Specializer BUILD_MAP STORE_NAME specializers LOAD_CONST 'dict[tuple[str, RType | None], list[Specializer]]' LOAD_NAME __annotations__ LOAD_CONST 'specializers' STORE_SUBSCR LOAD_CONST (None,) LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'str | None' LOAD_CONST 'RType | None' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'name', 'typ', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _apply_specialization at 0x7faa8c2416f0, file "f.py", line 99> LOAD_CONST '_apply_specialization' MAKE_FUNCTION STORE_NAME _apply_specialization LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object apply_function_specialization at 0x7faa8c2410c0, file "f.py", line 114> LOAD_CONST 'apply_function_specialization' MAKE_FUNCTION STORE_NAME apply_function_specialization LOAD_CONST (None,) LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'MemberExpr' LOAD_CONST 'RType | None' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'typ', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object apply_method_specialization at 0x7faa8c241d20, file "f.py", line 121> LOAD_CONST 'apply_method_specialization' MAKE_FUNCTION STORE_NAME apply_method_specialization LOAD_CONST (None,) LOAD_CONST 'str' LOAD_CONST 'RType | None' LOAD_CONST 'Callable[[Specializer], Specializer]' LOAD_CONST ('name', 'typ', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object specialize_function at 0x7faa8c2419c0, file "f.py", line 129> LOAD_CONST 'specialize_function' MAKE_FUNCTION STORE_NAME specialize_function LOAD_NAME specialize_function LOAD_CONST 'builtins.globals' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_globals at 0x7faa8c241f60, file "f.py", line 146> LOAD_CONST 'translate_globals' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_globals LOAD_NAME specialize_function LOAD_CONST 'builtins.abs' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.int' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.float' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.complex' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i64' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i32' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i16' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.u8' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_builtins_with_unary_dunder at 0x7faa8c241660, file "f.py", line 155> LOAD_CONST 'translate_builtins_with_unary_dunder' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME translate_builtins_with_unary_dunder LOAD_NAME specialize_function LOAD_CONST 'builtins.len' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_len at 0x7faa8c241780, file "f.py", line 189> LOAD_CONST 'translate_len' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_len LOAD_NAME specialize_function LOAD_CONST 'builtins.list' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object dict_methods_fast_path at 0x7faa8c241270, file "f.py", line 207> LOAD_CONST 'dict_methods_fast_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dict_methods_fast_path LOAD_NAME specialize_function LOAD_CONST 'builtins.list' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_list_from_generator_call at 0x7faa8c241ae0, file "f.py", line 241> LOAD_CONST 'translate_list_from_generator_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_list_from_generator_call LOAD_NAME specialize_function LOAD_CONST 'builtins.tuple' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_tuple_from_generator_call at 0x7faa8c241390, file "f.py", line 266> LOAD_CONST 'translate_tuple_from_generator_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_tuple_from_generator_call LOAD_NAME specialize_function LOAD_CONST 'builtins.set' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_set_from_generator_call at 0x7faa8c241a50, file "f.py", line 291> LOAD_CONST 'translate_set_from_generator_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_set_from_generator_call LOAD_NAME specialize_function LOAD_CONST 'builtins.min' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.max' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object faster_min_max at 0x7faa8c241c90, file "f.py", line 309> LOAD_CONST 'faster_min_max' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME faster_min_max LOAD_NAME specialize_function LOAD_CONST 'builtins.tuple' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.frozenset' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.dict' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.min' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.max' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'builtins.sorted' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'collections.OrderedDict' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'join' LOAD_NAME str_rprimitive CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'extend' LOAD_NAME list_rprimitive CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'update' LOAD_NAME dict_rprimitive CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'update' LOAD_NAME set_rprimitive CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_safe_generator_call at 0x7faa8c241c00, file "f.py", line 336> LOAD_CONST 'translate_safe_generator_call' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME translate_safe_generator_call LOAD_NAME specialize_function LOAD_CONST 'builtins.any' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_any_call at 0x7faa8c241030, file "f.py", line 383> LOAD_CONST 'translate_any_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_any_call LOAD_NAME specialize_function LOAD_CONST 'builtins.all' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_all_call at 0x7faa7c181270, file "f.py", line 398> LOAD_CONST 'translate_all_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_all_call LOAD_CONST 'IRBuilder' LOAD_CONST 'GeneratorExpr' LOAD_CONST 'Callable[[], Value]' LOAD_CONST 'Callable[[Value], Value]' LOAD_CONST 'Callable[[], Value]' LOAD_CONST 'Value' LOAD_CONST ('builder', 'gen', 'initial_value', 'modify', 'new_value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object any_all_helper at 0x7faa7c1810c0, file "f.py", line 417> LOAD_CONST 'any_all_helper' MAKE_FUNCTION STORE_NAME any_all_helper LOAD_NAME specialize_function LOAD_CONST 'builtins.sum' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_sum_call at 0x7faa75f60930, file "f.py", line 443> LOAD_CONST 'translate_sum_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_sum_call LOAD_NAME specialize_function LOAD_CONST 'dataclasses.field' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'attr.ib' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'attr.attrib' CALL_FUNCTION LOAD_NAME specialize_function LOAD_CONST 'attr.Factory' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_dataclasses_field_call at 0x7faa75f605d0, file "f.py", line 480> LOAD_CONST 'translate_dataclasses_field_call' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME translate_dataclasses_field_call LOAD_NAME specialize_function LOAD_CONST 'builtins.next' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_next_call at 0x7faa75f60150, file "f.py", line 497> LOAD_CONST 'translate_next_call' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_next_call LOAD_NAME specialize_function LOAD_CONST 'builtins.isinstance' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_isinstance at 0x7faa75f600c0, file "f.py", line 540> LOAD_CONST 'translate_isinstance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_isinstance LOAD_NAME specialize_function LOAD_CONST 'setdefault' LOAD_NAME dict_rprimitive CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_dict_setdefault at 0x7faa75f601e0, file "f.py", line 570> LOAD_CONST 'translate_dict_setdefault' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_dict_setdefault LOAD_NAME specialize_function LOAD_CONST 'format' LOAD_NAME str_rprimitive CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_str_format at 0x7faa75f60810, file "f.py", line 618> LOAD_CONST 'translate_str_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_str_format LOAD_NAME specialize_function LOAD_CONST 'join' LOAD_NAME str_rprimitive CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_fstring at 0x7faa75f60ed0, file "f.py", line 641> LOAD_CONST 'translate_fstring' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_fstring LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i64' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_i64 at 0x7faa75f60030, file "f.py", line 699> LOAD_CONST 'translate_i64' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_i64 LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i32' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_i32 at 0x7faa75f60780, file "f.py", line 719> LOAD_CONST 'translate_i32' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_i32 LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.i16' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_i16 at 0x7faa75f60540, file "f.py", line 743> LOAD_CONST 'translate_i16' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_i16 LOAD_NAME specialize_function LOAD_CONST 'mypy_extensions.u8' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_u8 at 0x7faa75f60c00, file "f.py", line 764> LOAD_CONST 'translate_u8' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_u8 LOAD_CONST 'Value' LOAD_CONST 'RPrimitive' LOAD_CONST 'Value' LOAD_CONST ('value', 'rtype', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object truncate_literal at 0x7faa75f60b70, file "f.py", line 786> LOAD_CONST 'truncate_literal' MAKE_FUNCTION STORE_NAME truncate_literal LOAD_NAME specialize_function LOAD_CONST 'builtins.int' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_int at 0x7faa75f60e40, file "f.py", line 801> LOAD_CONST 'translate_int' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_int LOAD_NAME specialize_function LOAD_CONST 'builtins.bool' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_bool at 0x7faa75f609c0, file "f.py", line 817> LOAD_CONST 'translate_bool' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_bool LOAD_NAME specialize_function LOAD_CONST 'builtins.float' CALL_FUNCTION LOAD_CONST 'IRBuilder' LOAD_CONST 'CallExpr' LOAD_CONST 'RefExpr' LOAD_CONST 'Value | None' LOAD_CONST ('builder', 'expr', 'callee', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object translate_float at 0x7faa75f60a50, file "f.py", line 826> LOAD_CONST 'translate_float' MAKE_FUNCTION CALL_FUNCTION STORE_NAME translate_float LOAD_CONST None RETURN_VALUE LOAD_FAST name POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST typ BUILD_TUPLE LOAD_GLOBAL specializers COMPARE_OP in POP_JUMP_IF_FALSE SETUP_LOOP to 62 LOAD_GLOBAL specializers LOAD_FAST name LOAD_FAST typ BUILD_TUPLE BINARY_SUBSCR GET_ITER FOR_ITER to 60 STORE_FAST specializer LOAD_FAST specializer LOAD_FAST builder LOAD_FAST expr LOAD_FAST callee CALL_FUNCTION STORE_FAST val LOAD_FAST val LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST val RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _apply_specialization LOAD_FAST builder LOAD_FAST expr LOAD_FAST callee LOAD_FAST callee LOAD_ATTR fullname CALL_FUNCTION RETURN_VALUE LOAD_FAST typ LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST callee LOAD_ATTR fullname JUMP_FORWARD to 18 LOAD_FAST callee LOAD_ATTR name STORE_FAST name LOAD_GLOBAL _apply_specialization LOAD_FAST builder LOAD_FAST expr LOAD_FAST callee LOAD_FAST name LOAD_FAST typ CALL_FUNCTION RETURN_VALUE LOAD_CONST 'Specializer' LOAD_CONST 'Specializer' LOAD_CONST ('f', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE name LOAD_CLOSURE typ BUILD_TUPLE LOAD_CONST <code object wrapper at 0x7faa8c2414b0, file "f.py", line 139> LOAD_CONST 'specialize_function.<locals>.wrapper' MAKE_FUNCTION STORE_FAST wrapper LOAD_FAST wrapper RETURN_VALUE LOAD_GLOBAL specializers LOAD_METHOD setdefault LOAD_DEREF name LOAD_DEREF typ BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST f CALL_METHOD POP_TOP LOAD_FAST f RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD load_globals_dict CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_GLOBAL NameExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_typ LOAD_FAST callee LOAD_ATTR fullname LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST shortname LOAD_FAST shortname LOAD_CONST ('i64', 'i32', 'i16', 'u8') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '__int__' STORE_FAST method JUMP_FORWARD to 98 LOAD_CONST '__' LOAD_FAST shortname FORMAT_VALUE LOAD_CONST '__' BUILD_STRING STORE_FAST method LOAD_GLOBAL isinstance LOAD_FAST arg_typ LOAD_GLOBAL RInstance CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arg_typ LOAD_ATTR class_ir LOAD_METHOD has_method LOAD_FAST method CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST obj LOAD_FAST builder LOAD_METHOD gen_method_call LOAD_FAST obj LOAD_FAST method BUILD_LIST LOAD_CONST None LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST expr_rtype LOAD_GLOBAL isinstance LOAD_FAST expr_rtype LOAD_GLOBAL RTuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD POP_TOP LOAD_GLOBAL Integer LOAD_GLOBAL len LOAD_FAST expr_rtype LOAD_ATTR types CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_list_rprimitive LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST borrow JUMP_FORWARD to 104 LOAD_CONST False STORE_FAST borrow LOAD_FAST builder LOAD_ATTR accept LOAD_FAST arg LOAD_FAST borrow LOAD_CONST ('can_borrow',) CALL_FUNCTION STORE_FAST obj LOAD_FAST builder LOAD_METHOD builtin_len LOAD_FAST obj LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_GLOBAL CallExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arg LOAD_ATTR args POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_ATTR callee LOAD_GLOBAL MemberExpr CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST arg LOAD_ATTR callee LOAD_ATTR expr STORE_FAST base LOAD_FAST arg LOAD_ATTR callee LOAD_ATTR name STORE_FAST attr LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST base CALL_METHOD STORE_FAST rtype LOAD_GLOBAL is_dict_rprimitive LOAD_FAST rtype CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_CONST ('keys', 'values', 'items') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST base CALL_METHOD STORE_FAST obj LOAD_FAST attr LOAD_CONST 'keys' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD call_c LOAD_GLOBAL dict_keys_op LOAD_FAST obj BUILD_LIST LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_FAST attr LOAD_CONST 'values' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD call_c LOAD_GLOBAL dict_values_op LOAD_FAST obj BUILD_LIST LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_FAST builder LOAD_METHOD call_c LOAD_GLOBAL dict_items_op LOAD_FAST obj BUILD_LIST LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL sequence_from_generator_preallocate_helper LOAD_FAST builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST builder LOAD_ATTR builder LOAD_ATTR new_list_op_with_length LOAD_GLOBAL new_list_set_item_op LOAD_CONST ('empty_op_llbuilder', 'set_item_op') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL sequence_from_generator_preallocate_helper LOAD_FAST builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST builder LOAD_ATTR builder LOAD_ATTR new_tuple_with_length LOAD_GLOBAL new_tuple_set_item_op LOAD_CONST ('empty_op_llbuilder', 'set_item_op') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL translate_set_comprehension LOAD_FAST builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_FAST builder LOAD_METHOD accept LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD ROT_TWO STORE_FAST x STORE_FAST y LOAD_GLOBAL Register LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST expr CALL_METHOD CALL_FUNCTION STORE_FAST result LOAD_FAST callee LOAD_ATTR fullname LOAD_CONST 'builtins.min' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD binary_op LOAD_FAST y LOAD_FAST x LOAD_CONST '<' LOAD_FAST expr LOAD_ATTR line CALL_METHOD STORE_FAST comparison JUMP_FORWARD to 112 LOAD_FAST builder LOAD_METHOD binary_op LOAD_FAST y LOAD_FAST x LOAD_CONST '>' LOAD_FAST expr LOAD_ATTR line CALL_METHOD STORE_FAST comparison LOAD_GLOBAL BasicBlock CALL_FUNCTION LOAD_GLOBAL BasicBlock CALL_FUNCTION LOAD_GLOBAL BasicBlock CALL_FUNCTION ROT_THREE ROT_TWO STORE_FAST true_block STORE_FAST false_block STORE_FAST next_block LOAD_FAST builder LOAD_METHOD add_bool_branch LOAD_FAST comparison LOAD_FAST true_block LOAD_FAST false_block CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD activate_block LOAD_FAST true_block CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD assign LOAD_FAST result LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST y LOAD_FAST result LOAD_ATTR type LOAD_FAST expr LOAD_ATTR line CALL_METHOD LOAD_FAST expr LOAD_ATTR line CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD goto LOAD_FAST next_block CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD activate_block LOAD_FAST false_block CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD assign LOAD_FAST result LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST x LOAD_FAST result LOAD_ATTR type LOAD_FAST expr LOAD_ATTR line CALL_METHOD LOAD_FAST expr LOAD_ATTR line CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD goto LOAD_FAST next_block CALL_METHOD POP_TOP LOAD_FAST builder LOAD_METHOD activate_block LOAD_FAST next_block CALL_METHOD POP_TOP LOAD_FAST result RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_GLOBAL MemberExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF builder LOAD_METHOD gen_method_call LOAD_DEREF builder LOAD_METHOD accept LOAD_FAST callee LOAD_ATTR expr CALL_METHOD LOAD_FAST callee LOAD_ATTR name LOAD_GLOBAL translate_list_comprehension LOAD_DEREF builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BUILD_LIST LOAD_CLOSURE builder BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa8c241810, file "f.py", line 364> LOAD_CONST 'translate_safe_generator_call.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD LOAD_DEREF builder LOAD_METHOD node_type LOAD_FAST expr CALL_METHOD LOAD_FAST expr LOAD_ATTR line LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_FAST expr LOAD_ATTR arg_names CALL_METHOD RETURN_VALUE LOAD_DEREF builder LOAD_METHOD call_refexpr_with_args LOAD_FAST expr LOAD_FAST callee LOAD_GLOBAL translate_list_comprehension LOAD_DEREF builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BUILD_LIST LOAD_CLOSURE builder BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa8c241db0, file "f.py", line 377> LOAD_CONST 'translate_safe_generator_call.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_DEREF builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_DEREF builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL any_all_helper LOAD_FAST builder LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST builder LOAD_ATTR false LOAD_CONST <code object <lambda> at 0x7faa8c2418a0, file "f.py", line 393> LOAD_CONST 'translate_any_call.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST builder LOAD_ATTR true CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL len LOAD_DEREF expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL any_all_helper LOAD_DEREF builder LOAD_DEREF expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF builder LOAD_ATTR true LOAD_CLOSURE builder LOAD_CLOSURE expr BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faa7c181a50, file "f.py", line 411> LOAD_CONST 'translate_all_call.<locals>.<lambda>' MAKE_FUNCTION LOAD_DEREF builder LOAD_ATTR false CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF builder LOAD_METHOD unary_op LOAD_FAST x LOAD_CONST 'not' LOAD_DEREF expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_GLOBAL Register LOAD_GLOBAL bool_rprimitive CALL_FUNCTION STORE_DEREF retval LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_FAST initial_value CALL_FUNCTION LOAD_CONST -1 CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_DEREF gen LOAD_ATTR indices LOAD_DEREF gen LOAD_ATTR sequences LOAD_DEREF gen LOAD_ATTR condlists LOAD_DEREF gen LOAD_ATTR is_async CALL_FUNCTION CALL_FUNCTION STORE_FAST loop_params LOAD_GLOBAL BasicBlock CALL_FUNCTION LOAD_GLOBAL BasicBlock CALL_FUNCTION LOAD_GLOBAL BasicBlock CALL_FUNCTION ROT_THREE ROT_TWO STORE_DEREF true_block STORE_DEREF false_block STORE_DEREF exit_block LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE builder LOAD_CLOSURE exit_block LOAD_CLOSURE false_block LOAD_CLOSURE gen LOAD_CLOSURE modify LOAD_CLOSURE new_value LOAD_CLOSURE retval LOAD_CLOSURE true_block BUILD_TUPLE LOAD_CONST <code object gen_inner_stmts at 0x7faa7c181030, file "f.py", line 429> LOAD_CONST 'any_all_helper.<locals>.gen_inner_stmts' MAKE_FUNCTION STORE_FAST gen_inner_stmts LOAD_GLOBAL comprehension_helper LOAD_DEREF builder LOAD_FAST loop_params LOAD_FAST gen_inner_stmts LOAD_DEREF gen LOAD_ATTR line CALL_FUNCTION POP_TOP LOAD_DEREF builder LOAD_METHOD goto_and_activate LOAD_DEREF exit_block CALL_METHOD POP_TOP LOAD_DEREF retval RETURN_VALUE LOAD_DEREF modify LOAD_DEREF builder LOAD_METHOD accept LOAD_DEREF gen LOAD_ATTR left_expr CALL_METHOD CALL_FUNCTION STORE_FAST comparison LOAD_DEREF builder LOAD_METHOD add_bool_branch LOAD_FAST comparison LOAD_DEREF true_block LOAD_DEREF false_block CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD activate_block LOAD_DEREF true_block CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_DEREF new_value CALL_FUNCTION LOAD_CONST -1 CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD goto LOAD_DEREF exit_block CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD activate_block LOAD_DEREF false_block CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST (1, 2) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL ARG_POS LOAD_GLOBAL ARG_NAMED BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST start_expr JUMP_FORWARD to 104 LOAD_GLOBAL IntExpr LOAD_CONST 0 CALL_FUNCTION STORE_FAST start_expr LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_DEREF gen_expr LOAD_DEREF builder LOAD_METHOD node_type LOAD_FAST expr CALL_METHOD STORE_FAST target_type LOAD_GLOBAL Register LOAD_FAST target_type CALL_FUNCTION STORE_DEREF retval LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_DEREF builder LOAD_METHOD coerce LOAD_DEREF builder LOAD_METHOD accept LOAD_FAST start_expr CALL_METHOD LOAD_FAST target_type LOAD_CONST -1 CALL_METHOD LOAD_CONST -1 CALL_METHOD POP_TOP LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE builder LOAD_CLOSURE gen_expr LOAD_CLOSURE retval BUILD_TUPLE LOAD_CONST <code object gen_inner_stmts at 0x7faa7c181ae0, file "f.py", line 468> LOAD_CONST 'translate_sum_call.<locals>.gen_inner_stmts' MAKE_FUNCTION STORE_FAST gen_inner_stmts LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_DEREF gen_expr LOAD_ATTR indices LOAD_DEREF gen_expr LOAD_ATTR sequences LOAD_DEREF gen_expr LOAD_ATTR condlists LOAD_DEREF gen_expr LOAD_ATTR is_async CALL_FUNCTION CALL_FUNCTION STORE_FAST loop_params LOAD_GLOBAL comprehension_helper LOAD_DEREF builder LOAD_FAST loop_params LOAD_FAST gen_inner_stmts LOAD_DEREF gen_expr LOAD_ATTR line CALL_FUNCTION POP_TOP LOAD_DEREF retval RETURN_VALUE LOAD_DEREF builder LOAD_METHOD accept LOAD_DEREF gen_expr LOAD_ATTR left_expr CALL_METHOD STORE_FAST call_expr LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_DEREF builder LOAD_METHOD binary_op LOAD_DEREF retval LOAD_FAST call_expr LOAD_CONST '+' LOAD_CONST -1 CALL_METHOD LOAD_CONST -1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AnyType LOAD_GLOBAL TypeOfAny LOAD_ATTR from_error CALL_FUNCTION LOAD_FAST builder LOAD_ATTR types LOAD_FAST expr STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST LOAD_GLOBAL ARG_POS LOAD_GLOBAL ARG_POS BUILD_LIST BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL GeneratorExpr CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_DEREF gen LOAD_GLOBAL Register LOAD_DEREF builder LOAD_METHOD node_type LOAD_FAST expr CALL_METHOD CALL_FUNCTION STORE_DEREF retval LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_DEREF builder LOAD_METHOD accept LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD JUMP_FORWARD to 96 LOAD_CONST None STORE_FAST default_val LOAD_GLOBAL BasicBlock CALL_FUNCTION STORE_DEREF exit_block LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE builder LOAD_CLOSURE exit_block LOAD_CLOSURE gen LOAD_CLOSURE retval BUILD_TUPLE LOAD_CONST <code object gen_inner_stmts at 0x7faa75f60270, file "f.py", line 520> LOAD_CONST 'translate_next_call.<locals>.gen_inner_stmts' MAKE_FUNCTION STORE_FAST gen_inner_stmts LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_DEREF gen LOAD_ATTR indices LOAD_DEREF gen LOAD_ATTR sequences LOAD_DEREF gen LOAD_ATTR condlists LOAD_DEREF gen LOAD_ATTR is_async CALL_FUNCTION CALL_FUNCTION STORE_FAST loop_params LOAD_GLOBAL comprehension_helper LOAD_DEREF builder LOAD_FAST loop_params LOAD_FAST gen_inner_stmts LOAD_DEREF gen LOAD_ATTR line CALL_FUNCTION POP_TOP LOAD_FAST default_val POP_JUMP_IF_FALSE LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_FAST default_val LOAD_DEREF gen LOAD_ATTR left_expr LOAD_ATTR line CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD goto LOAD_DEREF exit_block CALL_METHOD POP_TOP JUMP_FORWARD to 238 LOAD_DEREF builder LOAD_METHOD add LOAD_GLOBAL RaiseStandardError LOAD_GLOBAL RaiseStandardError LOAD_ATTR STOP_ITERATION LOAD_CONST None LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD add LOAD_GLOBAL Unreachable CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD activate_block LOAD_DEREF exit_block CALL_METHOD POP_TOP LOAD_DEREF retval RETURN_VALUE LOAD_DEREF builder LOAD_METHOD assign LOAD_DEREF retval LOAD_DEREF builder LOAD_METHOD accept LOAD_DEREF gen LOAD_ATTR left_expr CALL_METHOD LOAD_DEREF gen LOAD_ATTR left_expr LOAD_ATTR line CALL_METHOD POP_TOP LOAD_DEREF builder LOAD_METHOD goto LOAD_DEREF exit_block CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL RefExpr LOAD_GLOBAL TupleExpr BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AnyType LOAD_GLOBAL TypeOfAny LOAD_ATTR from_error CALL_FUNCTION LOAD_FAST builder LOAD_ATTR types LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR LOAD_FAST builder LOAD_METHOD flatten_classes LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD STORE_FAST irs LOAD_FAST irs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7faa75f60d20, file "f.py", line 560> LOAD_CONST 'translate_isinstance.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST irs GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST can_borrow LOAD_FAST builder LOAD_ATTR accept LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST can_borrow LOAD_CONST ('can_borrow',) CALL_FUNCTION STORE_FAST obj LOAD_FAST builder LOAD_ATTR builder LOAD_METHOD isinstance_helper LOAD_FAST obj LOAD_FAST irs LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 32 STORE_FAST ir LOAD_FAST ir LOAD_ATTR is_ext_class JUMP_IF_FALSE_OR_POP LOAD_FAST ir LOAD_ATTR inherits_python UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_FAST ir LOAD_ATTR allow_interpreted_subclasses UNARY_NOT YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_GLOBAL MemberExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST arg LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_GLOBAL ListExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST arg LOAD_ATTR items CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Integer LOAD_CONST 1 LOAD_GLOBAL c_int_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION STORE_FAST data_type JUMP_FORWARD to 196 LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_GLOBAL DictExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST arg LOAD_ATTR items CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Integer LOAD_CONST 2 LOAD_GLOBAL c_int_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION STORE_FAST data_type JUMP_FORWARD to 196 LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_GLOBAL CallExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST arg LOAD_ATTR callee LOAD_GLOBAL NameExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arg LOAD_ATTR callee LOAD_ATTR fullname LOAD_CONST 'builtins.set' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST arg LOAD_ATTR args CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Integer LOAD_CONST 3 LOAD_GLOBAL c_int_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION STORE_FAST data_type JUMP_FORWARD to 196 LOAD_CONST None RETURN_VALUE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST callee LOAD_ATTR expr CALL_METHOD STORE_FAST callee_dict LOAD_FAST builder LOAD_METHOD accept LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST key_val LOAD_FAST builder LOAD_METHOD call_c LOAD_GLOBAL dict_setdefault_spec_init_op LOAD_FAST callee_dict LOAD_FAST key_val LOAD_FAST data_type BUILD_LIST LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_GLOBAL MemberExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_ATTR expr LOAD_GLOBAL StrExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_METHOD count LOAD_GLOBAL ARG_POS CALL_METHOD LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR arg_kinds CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST callee LOAD_ATTR expr LOAD_ATTR value STORE_FAST format_str LOAD_GLOBAL tokenizer_format_call LOAD_FAST format_str CALL_FUNCTION STORE_FAST tokens LOAD_FAST tokens LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tokens UNPACK_SEQUENCE STORE_FAST literals STORE_FAST format_ops LOAD_GLOBAL convert_format_expr_to_str LOAD_FAST builder LOAD_FAST format_ops LOAD_FAST expr LOAD_ATTR args LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION STORE_FAST substitutions LOAD_FAST substitutions LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL join_formatted_strings LOAD_FAST builder LOAD_FAST literals LOAD_FAST substitutions LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_GLOBAL MemberExpr CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST callee LOAD_ATTR expr LOAD_GLOBAL StrExpr CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST callee LOAD_ATTR expr LOAD_ATTR value LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_GLOBAL ARG_POS BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ListExpr CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 220 LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR items GET_ITER FOR_ITER to 218 STORE_FAST item LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL StrExpr CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL CallExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_ATTR callee LOAD_GLOBAL MemberExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_ATTR callee LOAD_ATTR name LOAD_CONST 'format' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_ATTR callee LOAD_ATTR expr LOAD_GLOBAL StrExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_ATTR callee LOAD_ATTR expr LOAD_ATTR value LOAD_CONST '{:{}}' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL StrExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR value LOAD_CONST '' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST format_ops BUILD_LIST STORE_FAST exprs SETUP_LOOP to 336 LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR items GET_ITER FOR_ITER to 334 STORE_FAST item LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL StrExpr CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST item LOAD_ATTR value LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST format_ops LOAD_METHOD append LOAD_GLOBAL FormatOp LOAD_ATTR STR CALL_METHOD POP_TOP LOAD_FAST exprs LOAD_METHOD append LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL CallExpr CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST format_ops LOAD_METHOD append LOAD_GLOBAL FormatOp LOAD_ATTR STR CALL_METHOD POP_TOP LOAD_FAST exprs LOAD_METHOD append LOAD_FAST item LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL convert_format_expr_to_str LOAD_FAST builder LOAD_FAST format_ops LOAD_FAST exprs LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION STORE_FAST substitutions LOAD_FAST substitutions LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL join_formatted_strings LOAD_FAST builder LOAD_CONST None LOAD_FAST substitutions LOAD_FAST expr LOAD_ATTR line CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_int64_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int32_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_int16_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Extend LOAD_FAST val LOAD_GLOBAL int64_rprimitive LOAD_CONST True LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('signed', 'line') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_uint8_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Extend LOAD_FAST val LOAD_GLOBAL int64_rprimitive LOAD_CONST False LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('signed', 'line') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_bool_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST val LOAD_GLOBAL int64_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_int32_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int64_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Truncate LOAD_FAST val LOAD_GLOBAL int32_rprimitive LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('line',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int16_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Extend LOAD_FAST val LOAD_GLOBAL int32_rprimitive LOAD_CONST True LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('signed', 'line') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_uint8_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Extend LOAD_FAST val LOAD_GLOBAL int32_rprimitive LOAD_CONST False LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('signed', 'line') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_bool_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_GLOBAL truncate_literal LOAD_FAST val LOAD_GLOBAL int32_rprimitive CALL_FUNCTION STORE_FAST val LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST val LOAD_GLOBAL int32_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_int16_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int32_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_int64_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Truncate LOAD_FAST val LOAD_GLOBAL int16_rprimitive LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('line',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_uint8_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Extend LOAD_FAST val LOAD_GLOBAL int16_rprimitive LOAD_CONST False LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('signed', 'line') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_bool_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_GLOBAL truncate_literal LOAD_FAST val LOAD_GLOBAL int16_rprimitive CALL_FUNCTION STORE_FAST val LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST val LOAD_GLOBAL int16_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_uint8_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int16_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_int32_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_int64_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_FAST builder LOAD_METHOD add LOAD_GLOBAL Truncate LOAD_FAST val LOAD_GLOBAL uint8_rprimitive LOAD_FAST expr LOAD_ATTR line LOAD_CONST ('line',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL is_int_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_bool_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST val LOAD_GLOBAL truncate_literal LOAD_FAST val LOAD_GLOBAL uint8_rprimitive CALL_FUNCTION STORE_FAST val LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST val LOAD_GLOBAL uint8_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Integer CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST value RETURN_VALUE LOAD_FAST value LOAD_METHOD numeric_value CALL_METHOD STORE_FAST x LOAD_CONST 1 LOAD_FAST rtype LOAD_ATTR size LOAD_CONST 8 BINARY_MULTIPLY BINARY_LSHIFT LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST max_unsigned LOAD_FAST x LOAD_FAST max_unsigned BINARY_AND STORE_FAST x LOAD_FAST rtype LOAD_ATTR is_signed POP_JUMP_IF_FALSE LOAD_FAST x LOAD_FAST max_unsigned LOAD_CONST 1 BINARY_ADD LOAD_CONST 2 BINARY_FLOOR_DIVIDE COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST x LOAD_FAST max_unsigned LOAD_CONST 1 BINARY_ADD INPLACE_SUBTRACT STORE_FAST x LOAD_GLOBAL Integer LOAD_FAST x LOAD_FAST rtype CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_bool_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_int_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_fixed_width_rtype LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST src LOAD_FAST builder LOAD_METHOD coerce LOAD_FAST src LOAD_GLOBAL int_rprimitive LOAD_FAST expr LOAD_ATTR line CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD STORE_FAST src LOAD_FAST builder LOAD_ATTR builder LOAD_METHOD bool_value LOAD_FAST src CALL_METHOD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST expr LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST expr LOAD_ATTR arg_kinds LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL ARG_POS COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST expr LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST arg LOAD_FAST builder LOAD_METHOD node_type LOAD_FAST arg CALL_METHOD STORE_FAST arg_type LOAD_GLOBAL is_float_rprimitive LOAD_FAST arg_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST builder LOAD_METHOD accept LOAD_FAST arg CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE
"""Special case IR generation of calls to specific builtin functions. Most special cases should be handled using the data driven "primitive ops" system, but certain operations require special handling that has access to the AST/IR directly and can make decisions/optimizations based on it. These special cases can be implemented here. For example, we use specializers to statically emit the length of a fixed length tuple and to emit optimized code for any()/all() calls with generator comprehensions as the argument. See comment below for more documentation. """ from __future__ import annotations from typing import Callable, Optional from mypy.nodes import ( ARG_NAMED, ARG_POS, CallExpr, DictExpr, Expression, GeneratorExpr, IntExpr, ListExpr, MemberExpr, NameExpr, RefExpr, StrExpr, TupleExpr, ) from mypy.types import AnyType, TypeOfAny from mypyc.ir.ops import ( BasicBlock, Extend, Integer, RaiseStandardError, Register, Truncate, Unreachable, Value, ) from mypyc.ir.rtypes import ( RInstance, RPrimitive, RTuple, RType, bool_rprimitive, c_int_rprimitive, dict_rprimitive, int16_rprimitive, int32_rprimitive, int64_rprimitive, int_rprimitive, is_bool_rprimitive, is_dict_rprimitive, is_fixed_width_rtype, is_float_rprimitive, is_int16_rprimitive, is_int32_rprimitive, is_int64_rprimitive, is_int_rprimitive, is_list_rprimitive, is_uint8_rprimitive, list_rprimitive, set_rprimitive, str_rprimitive, uint8_rprimitive, ) from mypyc.irbuild.builder import IRBuilder from mypyc.irbuild.for_helpers import ( comprehension_helper, sequence_from_generator_preallocate_helper, translate_list_comprehension, translate_set_comprehension, ) from mypyc.irbuild.format_str_tokenizer import ( FormatOp, convert_format_expr_to_str, join_formatted_strings, tokenizer_format_call, ) from mypyc.primitives.dict_ops import ( dict_items_op, dict_keys_op, dict_setdefault_spec_init_op, dict_values_op, ) from mypyc.primitives.list_ops import new_list_set_item_op from mypyc.primitives.tuple_ops import new_tuple_set_item_op Specializer = Callable[["IRBuilder", CallExpr, RefExpr], Optional[Value]] specializers: dict[tuple[str, RType | None], list[Specializer]] = {} def _apply_specialization( builder: IRBuilder, expr: CallExpr, callee: RefExpr, name: str | None, typ: RType | None = None, ) -> Value | None: if name and (name, typ) in specializers: for specializer in specializers[name, typ]: val = specializer(builder, expr, callee) if val is not None: return val return None def apply_function_specialization( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Invoke the Specializer callback for a function if one has been registered""" return _apply_specialization(builder, expr, callee, callee.fullname) def apply_method_specialization( builder: IRBuilder, expr: CallExpr, callee: MemberExpr, typ: RType | None = None ) -> Value | None: """Invoke the Specializer callback for a method if one has been registered""" name = callee.fullname if typ is None else callee.name return _apply_specialization(builder, expr, callee, name, typ) def specialize_function( name: str, typ: RType | None = None ) -> Callable[[Specializer], Specializer]: """Decorator to register a function as being a specializer. There may exist multiple specializers for one function. When translating method calls, the earlier appended specializer has higher priority. """ def wrapper(f: Specializer) -> Specializer: specializers.setdefault((name, typ), []).append(f) return f return wrapper @specialize_function("builtins.globals") def translate_globals( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if len(expr.args) == 0: return builder.load_globals_dict() return None @specialize_function("builtins.abs") @specialize_function("builtins.int") @specialize_function("builtins.float") @specialize_function("builtins.complex") @specialize_function("mypy_extensions.i64") @specialize_function("mypy_extensions.i32") @specialize_function("mypy_extensions.i16") @specialize_function("mypy_extensions.u8") def translate_builtins_with_unary_dunder( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Specialize calls on native classes that implement the associated dunder. E.g. i64(x) gets specialized to x.__int__() if x is a native instance. """ if ( len(expr.args) == 1 and expr.arg_kinds == [ARG_POS] and isinstance(callee, NameExpr) ): arg = expr.args[0] arg_typ = builder.node_type(arg) shortname = callee.fullname.split(".")[1] if shortname in ("i64", "i32", "i16", "u8"): method = "__int__" else: method = f"__{shortname}__" if isinstance(arg_typ, RInstance) and arg_typ.class_ir.has_method(method): obj = builder.accept(arg) return builder.gen_method_call(obj, method, [], None, expr.line) return None @specialize_function("builtins.len") def translate_len(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) == 1 and expr.arg_kinds == [ARG_POS]: arg = expr.args[0] expr_rtype = builder.node_type(arg) if isinstance(expr_rtype, RTuple): builder.accept(arg) return Integer(len(expr_rtype.types)) else: if is_list_rprimitive(builder.node_type(arg)): borrow = True else: borrow = False obj = builder.accept(arg, can_borrow=borrow) return builder.builtin_len(obj, expr.line) return None @specialize_function("builtins.list") def dict_methods_fast_path( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Specialize a common case when list() is called on a dictionary view method call. For example: foo = list(bar.keys()) """ if not (len(expr.args) == 1 and expr.arg_kinds == [ARG_POS]): return None arg = expr.args[0] if not ( isinstance(arg, CallExpr) and not arg.args and isinstance(arg.callee, MemberExpr) ): return None base = arg.callee.expr attr = arg.callee.name rtype = builder.node_type(base) if not (is_dict_rprimitive(rtype) and attr in ("keys", "values", "items")): return None obj = builder.accept(base) if attr == "keys": return builder.call_c(dict_keys_op, [obj], expr.line) elif attr == "values": return builder.call_c(dict_values_op, [obj], expr.line) else: return builder.call_c(dict_items_op, [obj], expr.line) @specialize_function("builtins.list") def translate_list_from_generator_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for simplest list comprehension. For example: list(f(x) for x in some_list/some_tuple/some_str) 'translate_list_comprehension()' would take care of other cases if this fails. """ if ( len(expr.args) == 1 and expr.arg_kinds[0] == ARG_POS and isinstance(expr.args[0], GeneratorExpr) ): return sequence_from_generator_preallocate_helper( builder, expr.args[0], empty_op_llbuilder=builder.builder.new_list_op_with_length, set_item_op=new_list_set_item_op, ) return None @specialize_function("builtins.tuple") def translate_tuple_from_generator_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for simplest tuple creation from a generator. For example: tuple(f(x) for x in some_list/some_tuple/some_str) 'translate_safe_generator_call()' would take care of other cases if this fails. """ if ( len(expr.args) == 1 and expr.arg_kinds[0] == ARG_POS and isinstance(expr.args[0], GeneratorExpr) ): return sequence_from_generator_preallocate_helper( builder, expr.args[0], empty_op_llbuilder=builder.builder.new_tuple_with_length, set_item_op=new_tuple_set_item_op, ) return None @specialize_function("builtins.set") def translate_set_from_generator_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for set creation from a generator. For example: set(f(...) for ... in iterator/nested_generators...) """ if ( len(expr.args) == 1 and expr.arg_kinds[0] == ARG_POS and isinstance(expr.args[0], GeneratorExpr) ): return translate_set_comprehension(builder, expr.args[0]) return None @specialize_function("builtins.min") @specialize_function("builtins.max") def faster_min_max(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if expr.arg_kinds == [ARG_POS, ARG_POS]: x, y = builder.accept(expr.args[0]), builder.accept(expr.args[1]) result = Register(builder.node_type(expr)) if callee.fullname == "builtins.min": comparison = builder.binary_op(y, x, "<", expr.line) else: comparison = builder.binary_op(y, x, ">", expr.line) true_block, false_block, next_block = BasicBlock(), BasicBlock(), BasicBlock() builder.add_bool_branch(comparison, true_block, false_block) builder.activate_block(true_block) builder.assign(result, builder.coerce(y, result.type, expr.line), expr.line) builder.goto(next_block) builder.activate_block(false_block) builder.assign(result, builder.coerce(x, result.type, expr.line), expr.line) builder.goto(next_block) builder.activate_block(next_block) return result return None @specialize_function("builtins.tuple") @specialize_function("builtins.frozenset") @specialize_function("builtins.dict") @specialize_function("builtins.min") @specialize_function("builtins.max") @specialize_function("builtins.sorted") @specialize_function("collections.OrderedDict") @specialize_function("join", str_rprimitive) @specialize_function("extend", list_rprimitive) @specialize_function("update", dict_rprimitive) @specialize_function("update", set_rprimitive) def translate_safe_generator_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special cases for things that consume iterators where we know we can safely compile a generator into a list. """ if ( len(expr.args) > 0 and expr.arg_kinds[0] == ARG_POS and isinstance(expr.args[0], GeneratorExpr) ): if isinstance(callee, MemberExpr): return builder.gen_method_call( builder.accept(callee.expr), callee.name, ( [translate_list_comprehension(builder, expr.args[0])] + [builder.accept(arg) for arg in expr.args[1:]] ), builder.node_type(expr), expr.line, expr.arg_kinds, expr.arg_names, ) else: return builder.call_refexpr_with_args( expr, callee, ( [translate_list_comprehension(builder, expr.args[0])] + [builder.accept(arg) for arg in expr.args[1:]] ), ) return None @specialize_function("builtins.any") def translate_any_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if ( len(expr.args) == 1 and expr.arg_kinds == [ARG_POS] and isinstance(expr.args[0], GeneratorExpr) ): return any_all_helper( builder, expr.args[0], builder.false, lambda x: x, builder.true ) return None @specialize_function("builtins.all") def translate_all_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if ( len(expr.args) == 1 and expr.arg_kinds == [ARG_POS] and isinstance(expr.args[0], GeneratorExpr) ): return any_all_helper( builder, expr.args[0], builder.true, lambda x: builder.unary_op(x, "not", expr.line), builder.false, ) return None def any_all_helper( builder: IRBuilder, gen: GeneratorExpr, initial_value: Callable[[], Value], modify: Callable[[Value], Value], new_value: Callable[[], Value], ) -> Value: retval = Register(bool_rprimitive) builder.assign(retval, initial_value(), -1) loop_params = list(zip(gen.indices, gen.sequences, gen.condlists, gen.is_async)) true_block, false_block, exit_block = BasicBlock(), BasicBlock(), BasicBlock() def gen_inner_stmts() -> None: comparison = modify(builder.accept(gen.left_expr)) builder.add_bool_branch(comparison, true_block, false_block) builder.activate_block(true_block) builder.assign(retval, new_value(), -1) builder.goto(exit_block) builder.activate_block(false_block) comprehension_helper(builder, loop_params, gen_inner_stmts, gen.line) builder.goto_and_activate(exit_block) return retval @specialize_function("builtins.sum") def translate_sum_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if not ( len(expr.args) in (1, 2) and expr.arg_kinds[0] == ARG_POS and isinstance(expr.args[0], GeneratorExpr) ): return None if len(expr.args) == 2: if expr.arg_kinds[1] not in (ARG_POS, ARG_NAMED): return None start_expr = expr.args[1] else: start_expr = IntExpr(0) gen_expr = expr.args[0] target_type = builder.node_type(expr) retval = Register(target_type) builder.assign( retval, builder.coerce(builder.accept(start_expr), target_type, -1), -1 ) def gen_inner_stmts() -> None: call_expr = builder.accept(gen_expr.left_expr) builder.assign(retval, builder.binary_op(retval, call_expr, "+", -1), -1) loop_params = list( zip(gen_expr.indices, gen_expr.sequences, gen_expr.condlists, gen_expr.is_async) ) comprehension_helper(builder, loop_params, gen_inner_stmts, gen_expr.line) return retval @specialize_function("dataclasses.field") @specialize_function("attr.ib") @specialize_function("attr.attrib") @specialize_function("attr.Factory") def translate_dataclasses_field_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for 'dataclasses.field', 'attr.attrib', and 'attr.Factory' function calls because the results of such calls are type-checked by mypy using the types of the arguments to their respective functions, resulting in attempted coercions by mypyc that throw a runtime error. """ builder.types[expr] = AnyType(TypeOfAny.from_error) return None @specialize_function("builtins.next") def translate_next_call( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for calling next() on a generator expression, an idiom that shows up some in mypy. For example, next(x for x in l if x.id == 12, None) will generate code that searches l for an element where x.id == 12 and produce the first such object, or None if no such element exists. """ if not ( expr.arg_kinds in ([ARG_POS], [ARG_POS, ARG_POS]) and isinstance(expr.args[0], GeneratorExpr) ): return None gen = expr.args[0] retval = Register(builder.node_type(expr)) default_val = builder.accept(expr.args[1]) if len(expr.args) > 1 else None exit_block = BasicBlock() def gen_inner_stmts() -> None: builder.assign(retval, builder.accept(gen.left_expr), gen.left_expr.line) builder.goto(exit_block) loop_params = list(zip(gen.indices, gen.sequences, gen.condlists, gen.is_async)) comprehension_helper(builder, loop_params, gen_inner_stmts, gen.line) if default_val: builder.assign(retval, default_val, gen.left_expr.line) builder.goto(exit_block) else: builder.add( RaiseStandardError(RaiseStandardError.STOP_ITERATION, None, expr.line) ) builder.add(Unreachable()) builder.activate_block(exit_block) return retval @specialize_function("builtins.isinstance") def translate_isinstance( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for builtins.isinstance. Prevent coercions on the thing we are checking the instance of - there is no need to coerce something to a new type before checking what type it is, and the coercion could lead to bugs. """ if ( len(expr.args) == 2 and expr.arg_kinds == [ARG_POS, ARG_POS] and isinstance(expr.args[1], (RefExpr, TupleExpr)) ): builder.types[expr.args[0]] = AnyType(TypeOfAny.from_error) irs = builder.flatten_classes(expr.args[1]) if irs is not None: can_borrow = all( ir.is_ext_class and not ir.inherits_python and not ir.allow_interpreted_subclasses for ir in irs ) obj = builder.accept(expr.args[0], can_borrow=can_borrow) return builder.builder.isinstance_helper(obj, irs, expr.line) return None @specialize_function("setdefault", dict_rprimitive) def translate_dict_setdefault( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for 'dict.setdefault' which would only construct default empty collection when needed. The dict_setdefault_spec_init_op checks whether the dict contains the key and would construct the empty collection only once. For example, this specializer works for the following cases: d.setdefault(key, set()).add(value) d.setdefault(key, []).append(value) d.setdefault(key, {})[inner_key] = inner_val """ if ( len(expr.args) == 2 and expr.arg_kinds == [ARG_POS, ARG_POS] and isinstance(callee, MemberExpr) ): arg = expr.args[1] if isinstance(arg, ListExpr): if len(arg.items): return None data_type = Integer(1, c_int_rprimitive, expr.line) elif isinstance(arg, DictExpr): if len(arg.items): return None data_type = Integer(2, c_int_rprimitive, expr.line) elif ( isinstance(arg, CallExpr) and isinstance(arg.callee, NameExpr) and arg.callee.fullname == "builtins.set" ): if len(arg.args): return None data_type = Integer(3, c_int_rprimitive, expr.line) else: return None callee_dict = builder.accept(callee.expr) key_val = builder.accept(expr.args[0]) return builder.call_c( dict_setdefault_spec_init_op, [callee_dict, key_val, data_type], expr.line ) return None @specialize_function("format", str_rprimitive) def translate_str_format( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if ( isinstance(callee, MemberExpr) and isinstance(callee.expr, StrExpr) and expr.arg_kinds.count(ARG_POS) == len(expr.arg_kinds) ): format_str = callee.expr.value tokens = tokenizer_format_call(format_str) if tokens is None: return None literals, format_ops = tokens substitutions = convert_format_expr_to_str( builder, format_ops, expr.args, expr.line ) if substitutions is None: return None return join_formatted_strings(builder, literals, substitutions, expr.line) return None @specialize_function("join", str_rprimitive) def translate_fstring( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: """Special case for f-string, which is translated into str.join() in mypy AST. This specializer optimizes simplest f-strings which don't contain any format operation. """ if ( isinstance(callee, MemberExpr) and isinstance(callee.expr, StrExpr) and callee.expr.value == "" and expr.arg_kinds == [ARG_POS] and isinstance(expr.args[0], ListExpr) ): for item in expr.args[0].items: if isinstance(item, StrExpr): continue elif isinstance(item, CallExpr): if ( not isinstance(item.callee, MemberExpr) or item.callee.name != "format" ): return None elif ( not isinstance(item.callee.expr, StrExpr) or item.callee.expr.value != "{:{}}" ): return None if not isinstance(item.args[1], StrExpr) or item.args[1].value != "": return None else: return None format_ops = [] exprs: list[Expression] = [] for item in expr.args[0].items: if isinstance(item, StrExpr) and item.value != "": format_ops.append(FormatOp.STR) exprs.append(item) elif isinstance(item, CallExpr): format_ops.append(FormatOp.STR) exprs.append(item.args[0]) substitutions = convert_format_expr_to_str( builder, format_ops, exprs, expr.line ) if substitutions is None: return None return join_formatted_strings(builder, None, substitutions, expr.line) return None @specialize_function("mypy_extensions.i64") def translate_i64(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if is_int64_rprimitive(arg_type): return builder.accept(arg) elif is_int32_rprimitive(arg_type) or is_int16_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Extend(val, int64_rprimitive, signed=True, line=expr.line)) elif is_uint8_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Extend(val, int64_rprimitive, signed=False, line=expr.line)) elif is_int_rprimitive(arg_type) or is_bool_rprimitive(arg_type): val = builder.accept(arg) return builder.coerce(val, int64_rprimitive, expr.line) return None @specialize_function("mypy_extensions.i32") def translate_i32(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if is_int32_rprimitive(arg_type): return builder.accept(arg) elif is_int64_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Truncate(val, int32_rprimitive, line=expr.line)) elif is_int16_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Extend(val, int32_rprimitive, signed=True, line=expr.line)) elif is_uint8_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Extend(val, int32_rprimitive, signed=False, line=expr.line)) elif is_int_rprimitive(arg_type) or is_bool_rprimitive(arg_type): val = builder.accept(arg) val = truncate_literal(val, int32_rprimitive) return builder.coerce(val, int32_rprimitive, expr.line) return None @specialize_function("mypy_extensions.i16") def translate_i16(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if is_int16_rprimitive(arg_type): return builder.accept(arg) elif is_int32_rprimitive(arg_type) or is_int64_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Truncate(val, int16_rprimitive, line=expr.line)) elif is_uint8_rprimitive(arg_type): val = builder.accept(arg) return builder.add(Extend(val, int16_rprimitive, signed=False, line=expr.line)) elif is_int_rprimitive(arg_type) or is_bool_rprimitive(arg_type): val = builder.accept(arg) val = truncate_literal(val, int16_rprimitive) return builder.coerce(val, int16_rprimitive, expr.line) return None @specialize_function("mypy_extensions.u8") def translate_u8(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if is_uint8_rprimitive(arg_type): return builder.accept(arg) elif ( is_int16_rprimitive(arg_type) or is_int32_rprimitive(arg_type) or is_int64_rprimitive(arg_type) ): val = builder.accept(arg) return builder.add(Truncate(val, uint8_rprimitive, line=expr.line)) elif is_int_rprimitive(arg_type) or is_bool_rprimitive(arg_type): val = builder.accept(arg) val = truncate_literal(val, uint8_rprimitive) return builder.coerce(val, uint8_rprimitive, expr.line) return None def truncate_literal(value: Value, rtype: RPrimitive) -> Value: """If value is an integer literal value, truncate it to given native int rtype. For example, truncate 256 into 0 if rtype is u8. """ if not isinstance(value, Integer): return value # Not a literal, nothing to do x = value.numeric_value() max_unsigned = (1 << (rtype.size * 8)) - 1 x = x & max_unsigned if rtype.is_signed and x >= (max_unsigned + 1) // 2: x -= max_unsigned + 1 return Integer(x, rtype) @specialize_function("builtins.int") def translate_int(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if ( is_bool_rprimitive(arg_type) or is_int_rprimitive(arg_type) or is_fixed_width_rtype(arg_type) ): src = builder.accept(arg) return builder.coerce(src, int_rprimitive, expr.line) return None @specialize_function("builtins.bool") def translate_bool(builder: IRBuilder, expr: CallExpr, callee: RefExpr) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] src = builder.accept(arg) return builder.builder.bool_value(src) @specialize_function("builtins.float") def translate_float( builder: IRBuilder, expr: CallExpr, callee: RefExpr ) -> Value | None: if len(expr.args) != 1 or expr.arg_kinds[0] != ARG_POS: return None arg = expr.args[0] arg_type = builder.node_type(arg) if is_float_rprimitive(arg_type): return builder.accept(arg) return None
data/mypy-1.8.0/mypyc/irbuild/specialize.py
14,645
9,037
272,315
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME dataclasses STORE_NAME dataclasses LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'List', 'Optional', 'Sequence', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('gapic_v1', 'operations_v1', 'path_template', 'rest_helpers', 'rest_streaming') IMPORT_NAME google.api_core IMPORT_FROM gapic_v1 STORE_NAME gapic_v1 IMPORT_FROM operations_v1 STORE_NAME operations_v1 IMPORT_FROM path_template STORE_NAME path_template IMPORT_FROM rest_helpers STORE_NAME rest_helpers IMPORT_FROM rest_streaming STORE_NAME rest_streaming POP_TOP LOAD_CONST 0 LOAD_CONST ('exceptions',) IMPORT_NAME google.api_core IMPORT_FROM exceptions STORE_NAME core_exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('retry',) IMPORT_NAME google.api_core IMPORT_FROM retry STORE_NAME retries POP_TOP LOAD_CONST 0 LOAD_CONST ('credentials',) IMPORT_NAME google.auth IMPORT_FROM credentials STORE_NAME ga_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('SslCredentials',) IMPORT_NAME google.auth.transport.grpc IMPORT_FROM SslCredentials STORE_NAME SslCredentials POP_TOP LOAD_CONST 0 LOAD_CONST ('AuthorizedSession',) IMPORT_NAME google.auth.transport.requests IMPORT_FROM AuthorizedSession STORE_NAME AuthorizedSession POP_TOP LOAD_CONST 0 LOAD_CONST ('json_format',) IMPORT_NAME google.protobuf IMPORT_FROM json_format STORE_NAME json_format POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME grpc STORE_NAME grpc LOAD_CONST 0 LOAD_CONST ('__version__',) IMPORT_NAME requests IMPORT_FROM __version__ STORE_NAME requests_version POP_TOP SETUP_EXCEPT to 218 LOAD_NAME Union LOAD_NAME retries LOAD_ATTR Retry LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR _MethodDefault LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR STORE_NAME OptionalRetry POP_BLOCK JUMP_FORWARD to 254 DUP_TOP LOAD_NAME AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME Union LOAD_NAME retries LOAD_ATTR Retry LOAD_NAME object LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR STORE_NAME OptionalRetry POP_EXCEPT JUMP_FORWARD to 254 END_FINALLY LOAD_CONST 0 LOAD_CONST ('httpbody_pb2',) IMPORT_NAME google.api IMPORT_FROM httpbody_pb2 STORE_NAME httpbody_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('operations_pb2',) IMPORT_NAME google.longrunning IMPORT_FROM operations_pb2 STORE_NAME operations_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('user_event',) IMPORT_NAME google.cloud.recommendationengine_v1beta1.types IMPORT_FROM user_event STORE_NAME gcr_user_event POP_TOP LOAD_CONST 0 LOAD_CONST ('import_',) IMPORT_NAME google.cloud.recommendationengine_v1beta1.types IMPORT_FROM import_ STORE_NAME import_ POP_TOP LOAD_CONST 0 LOAD_CONST ('user_event_service',) IMPORT_NAME google.cloud.recommendationengine_v1beta1.types IMPORT_FROM user_event_service STORE_NAME user_event_service POP_TOP LOAD_CONST 1 LOAD_CONST ('DEFAULT_CLIENT_INFO',) IMPORT_NAME base IMPORT_FROM DEFAULT_CLIENT_INFO STORE_NAME BASE_DEFAULT_CLIENT_INFO POP_TOP LOAD_CONST 1 LOAD_CONST ('UserEventServiceTransport',) IMPORT_NAME base IMPORT_FROM UserEventServiceTransport STORE_NAME UserEventServiceTransport POP_TOP LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_NAME BASE_DEFAULT_CLIENT_INFO LOAD_ATTR gapic_version LOAD_CONST None LOAD_NAME requests_version LOAD_CONST ('gapic_version', 'grpc_version', 'rest_version') CALL_FUNCTION STORE_NAME DEFAULT_CLIENT_INFO LOAD_BUILD_CLASS LOAD_CONST <code object UserEventServiceRestInterceptor at 0x7fab8005e1e0, file "f.py", line 46> LOAD_CONST 'UserEventServiceRestInterceptor' MAKE_FUNCTION LOAD_CONST 'UserEventServiceRestInterceptor' CALL_FUNCTION STORE_NAME UserEventServiceRestInterceptor LOAD_NAME dataclasses LOAD_ATTR dataclass LOAD_BUILD_CLASS LOAD_CONST <code object UserEventServiceRestStub at 0x7fab8005e270, file "f.py", line 223> LOAD_CONST 'UserEventServiceRestStub' MAKE_FUNCTION LOAD_CONST 'UserEventServiceRestStub' CALL_FUNCTION CALL_FUNCTION STORE_NAME UserEventServiceRestStub LOAD_BUILD_CLASS LOAD_CONST <code object UserEventServiceRestTransport at 0x7fae2f423ed0, file "f.py", line 230> LOAD_CONST 'UserEventServiceRestTransport' MAKE_FUNCTION LOAD_CONST 'UserEventServiceRestTransport' LOAD_NAME UserEventServiceTransport CALL_FUNCTION STORE_NAME UserEventServiceRestTransport LOAD_CONST ('UserEventServiceRestTransport',) STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestInterceptor' STORE_NAME __qualname__ LOAD_CONST 'Interceptor for UserEventService.\n\n Interceptors are used to manipulate requests, request metadata, and responses\n in arbitrary ways.\n Example use cases include:\n * Logging\n * Verifying requests according to service or custom semantics\n * Stripping extraneous information from responses\n\n These use cases and more can be enabled by injecting an\n instance of a custom subclass when constructing the UserEventServiceRestTransport.\n\n .. code-block:: python\n class MyCustomUserEventServiceInterceptor(UserEventServiceRestInterceptor):\n def pre_collect_user_event(self, request, metadata):\n logging.log(f"Received request: {request}")\n return request, metadata\n\n def post_collect_user_event(self, response):\n logging.log(f"Received response: {response}")\n return response\n\n def pre_import_user_events(self, request, metadata):\n logging.log(f"Received request: {request}")\n return request, metadata\n\n def post_import_user_events(self, response):\n logging.log(f"Received response: {response}")\n return response\n\n def pre_list_user_events(self, request, metadata):\n logging.log(f"Received request: {request}")\n return request, metadata\n\n def post_list_user_events(self, response):\n logging.log(f"Received response: {response}")\n return response\n\n def pre_purge_user_events(self, request, metadata):\n logging.log(f"Received request: {request}")\n return request, metadata\n\n def post_purge_user_events(self, response):\n logging.log(f"Received response: {response}")\n return response\n\n def pre_write_user_event(self, request, metadata):\n logging.log(f"Received request: {request}")\n return request, metadata\n\n def post_write_user_event(self, response):\n logging.log(f"Received response: {response}")\n return response\n\n transport = UserEventServiceRestTransport(interceptor=MyCustomUserEventServiceInterceptor())\n client = UserEventServiceClient(transport=transport)\n\n\n ' STORE_NAME __doc__ LOAD_NAME user_event_service LOAD_ATTR CollectUserEventRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME user_event_service LOAD_ATTR CollectUserEventRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('request', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_collect_user_event at 0x7fab81fc4d20, file "f.py", line 107> LOAD_CONST 'UserEventServiceRestInterceptor.pre_collect_user_event' MAKE_FUNCTION STORE_NAME pre_collect_user_event LOAD_NAME httpbody_pb2 LOAD_ATTR HttpBody LOAD_NAME httpbody_pb2 LOAD_ATTR HttpBody LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_collect_user_event at 0x7fab81fc4030, file "f.py", line 119> LOAD_CONST 'UserEventServiceRestInterceptor.post_collect_user_event' MAKE_FUNCTION STORE_NAME post_collect_user_event LOAD_NAME import_ LOAD_ATTR ImportUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME import_ LOAD_ATTR ImportUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('request', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_import_user_events at 0x7fab81fc41e0, file "f.py", line 130> LOAD_CONST 'UserEventServiceRestInterceptor.pre_import_user_events' MAKE_FUNCTION STORE_NAME pre_import_user_events LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_import_user_events at 0x7fab8237f4b0, file "f.py", line 142> LOAD_CONST 'UserEventServiceRestInterceptor.post_import_user_events' MAKE_FUNCTION STORE_NAME post_import_user_events LOAD_NAME user_event_service LOAD_ATTR ListUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME user_event_service LOAD_ATTR ListUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('request', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_list_user_events at 0x7fab8237f030, file "f.py", line 153> LOAD_CONST 'UserEventServiceRestInterceptor.pre_list_user_events' MAKE_FUNCTION STORE_NAME pre_list_user_events LOAD_NAME user_event_service LOAD_ATTR ListUserEventsResponse LOAD_NAME user_event_service LOAD_ATTR ListUserEventsResponse LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_list_user_events at 0x7fab8237f300, file "f.py", line 165> LOAD_CONST 'UserEventServiceRestInterceptor.post_list_user_events' MAKE_FUNCTION STORE_NAME post_list_user_events LOAD_NAME user_event_service LOAD_ATTR PurgeUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME user_event_service LOAD_ATTR PurgeUserEventsRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('request', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_purge_user_events at 0x7fab8237fc00, file "f.py", line 176> LOAD_CONST 'UserEventServiceRestInterceptor.pre_purge_user_events' MAKE_FUNCTION STORE_NAME pre_purge_user_events LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_purge_user_events at 0x7fab8237f6f0, file "f.py", line 188> LOAD_CONST 'UserEventServiceRestInterceptor.post_purge_user_events' MAKE_FUNCTION STORE_NAME post_purge_user_events LOAD_NAME user_event_service LOAD_ATTR WriteUserEventRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME user_event_service LOAD_ATTR WriteUserEventRequest LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('request', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_write_user_event at 0x7fab8237fd20, file "f.py", line 199> LOAD_CONST 'UserEventServiceRestInterceptor.pre_write_user_event' MAKE_FUNCTION STORE_NAME pre_write_user_event LOAD_NAME gcr_user_event LOAD_ATTR UserEvent LOAD_NAME gcr_user_event LOAD_ATTR UserEvent LOAD_CONST ('response', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_write_user_event at 0x7fab8005e0c0, file "f.py", line 211> LOAD_CONST 'UserEventServiceRestInterceptor.post_write_user_event' MAKE_FUNCTION STORE_NAME post_write_user_event LOAD_CONST None RETURN_VALUE LOAD_FAST request LOAD_FAST metadata BUILD_TUPLE RETURN_VALUE LOAD_FAST response RETURN_VALUE LOAD_FAST request LOAD_FAST metadata BUILD_TUPLE RETURN_VALUE LOAD_FAST response RETURN_VALUE LOAD_FAST request LOAD_FAST metadata BUILD_TUPLE RETURN_VALUE LOAD_FAST response RETURN_VALUE LOAD_FAST request LOAD_FAST metadata BUILD_TUPLE RETURN_VALUE LOAD_FAST response RETURN_VALUE LOAD_FAST request LOAD_FAST metadata BUILD_TUPLE RETURN_VALUE LOAD_FAST response RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestStub' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME AuthorizedSession LOAD_NAME __annotations__ LOAD_CONST '_session' STORE_SUBSCR LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST '_host' STORE_SUBSCR LOAD_NAME UserEventServiceRestInterceptor LOAD_NAME __annotations__ LOAD_CONST '_interceptor' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport' STORE_NAME __qualname__ LOAD_CONST 'REST backend transport for UserEventService.\n\n Service for ingesting end user actions on the customer\n website.\n\n This class defines the same methods as the primary client, so the\n primary client can load the underlying transport implementation\n and call it.\n\n It sends JSON representations of protocol buffers over HTTP/1.1\n\n ' STORE_NAME __doc__ LOAD_CONST 'recommendationengine.googleapis.com' LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_NAME DEFAULT_CLIENT_INFO LOAD_CONST False LOAD_CONST 'https' LOAD_CONST None LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'url_scheme', 'interceptor', 'api_audience') BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Tuple LOAD_NAME bytes LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME UserEventServiceRestInterceptor BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'url_scheme', 'interceptor', 'api_audience', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8005e030, file "f.py", line 244> LOAD_CONST 'UserEventServiceRestTransport.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME operations_v1 LOAD_ATTR AbstractOperationsClient LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object operations_client at 0x7fab8005e780, file "f.py", line 317> LOAD_CONST 'UserEventServiceRestTransport.operations_client' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operations_client LOAD_BUILD_CLASS LOAD_CONST <code object _CollectUserEvent at 0x7fab8005e660, file "f.py", line 362> LOAD_CONST '_CollectUserEvent' MAKE_FUNCTION LOAD_CONST '_CollectUserEvent' LOAD_NAME UserEventServiceRestStub CALL_FUNCTION STORE_NAME _CollectUserEvent LOAD_BUILD_CLASS LOAD_CONST <code object _ImportUserEvents at 0x7fab8005ee40, file "f.py", line 497> LOAD_CONST '_ImportUserEvents' MAKE_FUNCTION LOAD_CONST '_ImportUserEvents' LOAD_NAME UserEventServiceRestStub CALL_FUNCTION STORE_NAME _ImportUserEvents LOAD_BUILD_CLASS LOAD_CONST <code object _ListUserEvents at 0x7fae2f423270, file "f.py", line 589> LOAD_CONST '_ListUserEvents' MAKE_FUNCTION LOAD_CONST '_ListUserEvents' LOAD_NAME UserEventServiceRestStub CALL_FUNCTION STORE_NAME _ListUserEvents LOAD_BUILD_CLASS LOAD_CONST <code object _PurgeUserEvents at 0x7fae2f423660, file "f.py", line 675> LOAD_CONST '_PurgeUserEvents' MAKE_FUNCTION LOAD_CONST '_PurgeUserEvents' LOAD_NAME UserEventServiceRestStub CALL_FUNCTION STORE_NAME _PurgeUserEvents LOAD_BUILD_CLASS LOAD_CONST <code object _WriteUserEvent at 0x7fae2f423a50, file "f.py", line 767> LOAD_CONST '_WriteUserEvent' MAKE_FUNCTION LOAD_CONST '_WriteUserEvent' LOAD_NAME UserEventServiceRestStub CALL_FUNCTION STORE_NAME _WriteUserEvent LOAD_NAME property LOAD_NAME Callable LOAD_NAME user_event_service LOAD_ATTR CollectUserEventRequest BUILD_LIST LOAD_NAME httpbody_pb2 LOAD_ATTR HttpBody BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object collect_user_event at 0x7fae2f423ae0, file "f.py", line 862> LOAD_CONST 'UserEventServiceRestTransport.collect_user_event' MAKE_FUNCTION CALL_FUNCTION STORE_NAME collect_user_event LOAD_NAME property LOAD_NAME Callable LOAD_NAME import_ LOAD_ATTR ImportUserEventsRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object import_user_events at 0x7fae2f423b70, file "f.py", line 868> LOAD_CONST 'UserEventServiceRestTransport.import_user_events' MAKE_FUNCTION CALL_FUNCTION STORE_NAME import_user_events LOAD_NAME property LOAD_NAME Callable LOAD_NAME user_event_service LOAD_ATTR ListUserEventsRequest BUILD_LIST LOAD_NAME user_event_service LOAD_ATTR ListUserEventsResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_user_events at 0x7fae2f423c00, file "f.py", line 874> LOAD_CONST 'UserEventServiceRestTransport.list_user_events' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_user_events LOAD_NAME property LOAD_NAME Callable LOAD_NAME user_event_service LOAD_ATTR PurgeUserEventsRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object purge_user_events at 0x7fae2f423c90, file "f.py", line 883> LOAD_CONST 'UserEventServiceRestTransport.purge_user_events' MAKE_FUNCTION CALL_FUNCTION STORE_NAME purge_user_events LOAD_NAME property LOAD_NAME Callable LOAD_NAME user_event_service LOAD_ATTR WriteUserEventRequest BUILD_LIST LOAD_NAME gcr_user_event LOAD_ATTR UserEvent BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object write_user_event at 0x7fae2f423d20, file "f.py", line 891> LOAD_CONST 'UserEventServiceRestTransport.write_user_event' MAKE_FUNCTION CALL_FUNCTION STORE_NAME write_user_event LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object kind at 0x7fae2f423db0, file "f.py", line 897> LOAD_CONST 'UserEventServiceRestTransport.kind' MAKE_FUNCTION CALL_FUNCTION STORE_NAME kind LOAD_CONST <code object close at 0x7fae2f423e40, file "f.py", line 901> LOAD_CONST 'UserEventServiceRestTransport.close' MAKE_FUNCTION STORE_NAME close LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '^(?P<scheme>http(?:s)?://)?(?P<host>.*)$' LOAD_FAST host CALL_METHOD STORE_FAST maybe_url_match LOAD_FAST maybe_url_match LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Unexpected hostname structure: ' LOAD_FAST host FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST maybe_url_match LOAD_METHOD groupdict CALL_METHOD STORE_FAST url_match_items LOAD_FAST url_match_items LOAD_CONST 'scheme' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_FAST url_scheme FORMAT_VALUE LOAD_CONST '://' LOAD_FAST host FORMAT_VALUE BUILD_STRING JUMP_FORWARD to 66 LOAD_FAST host STORE_FAST host LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST host LOAD_FAST credentials LOAD_FAST client_info LOAD_FAST always_use_jwt_access LOAD_FAST api_audience LOAD_CONST ('host', 'credentials', 'client_info', 'always_use_jwt_access', 'api_audience') CALL_FUNCTION POP_TOP LOAD_GLOBAL AuthorizedSession LOAD_FAST self LOAD_ATTR _credentials LOAD_FAST self LOAD_ATTR DEFAULT_HOST LOAD_CONST ('default_host',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _session LOAD_CONST None LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST client_cert_source_for_mtls POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _session LOAD_METHOD configure_mtls_channel LOAD_FAST client_cert_source_for_mtls CALL_METHOD POP_TOP LOAD_FAST interceptor JUMP_IF_TRUE_OR_POP LOAD_GLOBAL UserEventServiceRestInterceptor CALL_FUNCTION LOAD_FAST self STORE_ATTR _interceptor LOAD_FAST self LOAD_METHOD _prep_wrapped_messages LOAD_FAST client_info CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _operations_client LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'get' LOAD_CONST '/v1beta1/{name=projects/*/locations/*/catalogs/*/operations/*}' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP LOAD_CONST 'get' LOAD_CONST '/v1beta1/{name=projects/*/locations/*/catalogs/*/eventStores/*/operations/*}' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'get' LOAD_CONST '/v1beta1/{name=projects/*/locations/*/catalogs/*}/operations' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP LOAD_CONST 'get' LOAD_CONST '/v1beta1/{name=projects/*/locations/*/catalogs/*/eventStores/*}/operations' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('google.longrunning.Operations.GetOperation', 'google.longrunning.Operations.ListOperations') BUILD_CONST_KEY_MAP STORE_FAST http_options LOAD_GLOBAL operations_v1 LOAD_ATTR OperationsRestTransport LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _credentials LOAD_FAST self LOAD_ATTR _scopes LOAD_FAST http_options LOAD_CONST 'v1beta1' LOAD_CONST ('host', 'credentials', 'scopes', 'http_options', 'path_prefix') CALL_FUNCTION STORE_FAST rest_transport LOAD_GLOBAL operations_v1 LOAD_ATTR AbstractOperationsClient LOAD_FAST rest_transport LOAD_CONST ('transport',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST self LOAD_ATTR _operations_client RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport._CollectUserEvent' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST <code object __hash__ at 0x7fab8005e9c0, file "f.py", line 363> LOAD_CONST 'UserEventServiceRestTransport._CollectUserEvent.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_CONST 'userEvent' LOAD_CONST '' BUILD_MAP STORE_NAME _CollectUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_CollectUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object _get_unset_required_fields at 0x7fab8005eb70, file "f.py", line 370> LOAD_CONST 'UserEventServiceRestTransport._CollectUserEvent._get_unset_required_fields' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_unset_required_fields LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST None LOAD_CONST () LOAD_CONST ('retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME user_event_service LOAD_ATTR CollectUserEventRequest LOAD_NAME OptionalRetry LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME httpbody_pb2 LOAD_ATTR HttpBody LOAD_CONST ('request', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fab8005e300, file "f.py", line 378> LOAD_CONST 'UserEventServiceRestTransport._CollectUserEvent.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_CONST 'CollectUserEvent' CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE message_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab8005e8a0, file "f.py", line 372> LOAD_CONST 'UserEventServiceRestTransport._CollectUserEvent._get_unset_required_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST cls LOAD_ATTR _CollectUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF message_dict COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'get' LOAD_CONST '/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:collect' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST http_options LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD pre_collect_user_event LOAD_FAST request LOAD_FAST metadata CALL_METHOD UNPACK_SEQUENCE STORE_FAST request STORE_FAST metadata LOAD_GLOBAL user_event_service LOAD_ATTR CollectUserEventRequest LOAD_METHOD pb LOAD_FAST request CALL_METHOD STORE_FAST pb_request LOAD_GLOBAL path_template LOAD_METHOD transcode LOAD_FAST http_options LOAD_FAST pb_request CALL_METHOD STORE_FAST transcoded_request LOAD_FAST transcoded_request LOAD_CONST 'uri' BINARY_SUBSCR STORE_FAST uri LOAD_FAST transcoded_request LOAD_CONST 'method' BINARY_SUBSCR STORE_FAST method LOAD_GLOBAL json LOAD_METHOD loads LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'query_params' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION CALL_METHOD STORE_FAST query_params LOAD_FAST query_params LOAD_METHOD update LOAD_FAST self LOAD_METHOD _get_unset_required_fields LOAD_FAST query_params CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 'json;enum-encoding=int' LOAD_FAST query_params LOAD_CONST '$alt' STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST metadata CALL_FUNCTION STORE_FAST headers LOAD_CONST 'application/json' LOAD_FAST headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _session LOAD_FAST method CALL_FUNCTION LOAD_CONST '{host}{uri}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _host LOAD_FAST uri LOAD_CONST ('host', 'uri') CALL_FUNCTION LOAD_FAST timeout LOAD_FAST headers LOAD_GLOBAL rest_helpers LOAD_ATTR flatten_query_params LOAD_FAST query_params LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST ('timeout', 'headers', 'params') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL core_exceptions LOAD_METHOD from_http_response LOAD_FAST response CALL_METHOD RAISE_VARARGS LOAD_GLOBAL httpbody_pb2 LOAD_METHOD HttpBody CALL_METHOD STORE_FAST resp LOAD_FAST resp STORE_FAST pb_resp LOAD_GLOBAL json_format LOAD_ATTR Parse LOAD_FAST response LOAD_ATTR content LOAD_FAST pb_resp LOAD_CONST True LOAD_CONST ('ignore_unknown_fields',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD post_collect_user_event LOAD_FAST resp CALL_METHOD STORE_FAST resp LOAD_FAST resp RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport._ImportUserEvents' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST <code object __hash__ at 0x7fab8005eae0, file "f.py", line 498> LOAD_CONST 'UserEventServiceRestTransport._ImportUserEvents.__hash__' MAKE_FUNCTION STORE_NAME __hash__ BUILD_MAP STORE_NAME _ImportUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_ImportUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object _get_unset_required_fields at 0x7fab8005edb0, file "f.py", line 503> LOAD_CONST 'UserEventServiceRestTransport._ImportUserEvents._get_unset_required_fields' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_unset_required_fields LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST None LOAD_CONST () LOAD_CONST ('retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME import_ LOAD_ATTR ImportUserEventsRequest LOAD_NAME OptionalRetry LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_CONST ('request', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fab8005e420, file "f.py", line 511> LOAD_CONST 'UserEventServiceRestTransport._ImportUserEvents.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_CONST 'ImportUserEvents' CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE message_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab8005ec90, file "f.py", line 505> LOAD_CONST 'UserEventServiceRestTransport._ImportUserEvents._get_unset_required_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST cls LOAD_ATTR _ImportUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF message_dict COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'post' LOAD_CONST '/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:import' LOAD_CONST '*' LOAD_CONST ('method', 'uri', 'body') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST http_options LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD pre_import_user_events LOAD_FAST request LOAD_FAST metadata CALL_METHOD UNPACK_SEQUENCE STORE_FAST request STORE_FAST metadata LOAD_GLOBAL import_ LOAD_ATTR ImportUserEventsRequest LOAD_METHOD pb LOAD_FAST request CALL_METHOD STORE_FAST pb_request LOAD_GLOBAL path_template LOAD_METHOD transcode LOAD_FAST http_options LOAD_FAST pb_request CALL_METHOD STORE_FAST transcoded_request LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION STORE_FAST body LOAD_FAST transcoded_request LOAD_CONST 'uri' BINARY_SUBSCR STORE_FAST uri LOAD_FAST transcoded_request LOAD_CONST 'method' BINARY_SUBSCR STORE_FAST method LOAD_GLOBAL json LOAD_METHOD loads LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'query_params' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION CALL_METHOD STORE_FAST query_params LOAD_FAST query_params LOAD_METHOD update LOAD_FAST self LOAD_METHOD _get_unset_required_fields LOAD_FAST query_params CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 'json;enum-encoding=int' LOAD_FAST query_params LOAD_CONST '$alt' STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST metadata CALL_FUNCTION STORE_FAST headers LOAD_CONST 'application/json' LOAD_FAST headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _session LOAD_FAST method CALL_FUNCTION LOAD_CONST '{host}{uri}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _host LOAD_FAST uri LOAD_CONST ('host', 'uri') CALL_FUNCTION LOAD_FAST timeout LOAD_FAST headers LOAD_GLOBAL rest_helpers LOAD_ATTR flatten_query_params LOAD_FAST query_params LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION LOAD_FAST body LOAD_CONST ('timeout', 'headers', 'params', 'data') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL core_exceptions LOAD_METHOD from_http_response LOAD_FAST response CALL_METHOD RAISE_VARARGS LOAD_GLOBAL operations_pb2 LOAD_METHOD Operation CALL_METHOD STORE_FAST resp LOAD_GLOBAL json_format LOAD_ATTR Parse LOAD_FAST response LOAD_ATTR content LOAD_FAST resp LOAD_CONST True LOAD_CONST ('ignore_unknown_fields',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD post_import_user_events LOAD_FAST resp CALL_METHOD STORE_FAST resp LOAD_FAST resp RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport._ListUserEvents' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST <code object __hash__ at 0x7fab8005eed0, file "f.py", line 590> LOAD_CONST 'UserEventServiceRestTransport._ListUserEvents.__hash__' MAKE_FUNCTION STORE_NAME __hash__ BUILD_MAP STORE_NAME _ListUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_ListUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object _get_unset_required_fields at 0x7fae2f4230c0, file "f.py", line 595> LOAD_CONST 'UserEventServiceRestTransport._ListUserEvents._get_unset_required_fields' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_unset_required_fields LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST None LOAD_CONST () LOAD_CONST ('retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME user_event_service LOAD_ATTR ListUserEventsRequest LOAD_NAME OptionalRetry LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME user_event_service LOAD_ATTR ListUserEventsResponse LOAD_CONST ('request', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fae2f423150, file "f.py", line 603> LOAD_CONST 'UserEventServiceRestTransport._ListUserEvents.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_CONST 'ListUserEvents' CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE message_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab8005ef60, file "f.py", line 597> LOAD_CONST 'UserEventServiceRestTransport._ListUserEvents._get_unset_required_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST cls LOAD_ATTR _ListUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF message_dict COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'get' LOAD_CONST '/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents' LOAD_CONST ('method', 'uri') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST http_options LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD pre_list_user_events LOAD_FAST request LOAD_FAST metadata CALL_METHOD UNPACK_SEQUENCE STORE_FAST request STORE_FAST metadata LOAD_GLOBAL user_event_service LOAD_ATTR ListUserEventsRequest LOAD_METHOD pb LOAD_FAST request CALL_METHOD STORE_FAST pb_request LOAD_GLOBAL path_template LOAD_METHOD transcode LOAD_FAST http_options LOAD_FAST pb_request CALL_METHOD STORE_FAST transcoded_request LOAD_FAST transcoded_request LOAD_CONST 'uri' BINARY_SUBSCR STORE_FAST uri LOAD_FAST transcoded_request LOAD_CONST 'method' BINARY_SUBSCR STORE_FAST method LOAD_GLOBAL json LOAD_METHOD loads LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'query_params' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION CALL_METHOD STORE_FAST query_params LOAD_FAST query_params LOAD_METHOD update LOAD_FAST self LOAD_METHOD _get_unset_required_fields LOAD_FAST query_params CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 'json;enum-encoding=int' LOAD_FAST query_params LOAD_CONST '$alt' STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST metadata CALL_FUNCTION STORE_FAST headers LOAD_CONST 'application/json' LOAD_FAST headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _session LOAD_FAST method CALL_FUNCTION LOAD_CONST '{host}{uri}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _host LOAD_FAST uri LOAD_CONST ('host', 'uri') CALL_FUNCTION LOAD_FAST timeout LOAD_FAST headers LOAD_GLOBAL rest_helpers LOAD_ATTR flatten_query_params LOAD_FAST query_params LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST ('timeout', 'headers', 'params') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL core_exceptions LOAD_METHOD from_http_response LOAD_FAST response CALL_METHOD RAISE_VARARGS LOAD_GLOBAL user_event_service LOAD_METHOD ListUserEventsResponse CALL_METHOD STORE_FAST resp LOAD_GLOBAL user_event_service LOAD_ATTR ListUserEventsResponse LOAD_METHOD pb LOAD_FAST resp CALL_METHOD STORE_FAST pb_resp LOAD_GLOBAL json_format LOAD_ATTR Parse LOAD_FAST response LOAD_ATTR content LOAD_FAST pb_resp LOAD_CONST True LOAD_CONST ('ignore_unknown_fields',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD post_list_user_events LOAD_FAST resp CALL_METHOD STORE_FAST resp LOAD_FAST resp RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport._PurgeUserEvents' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST <code object __hash__ at 0x7fae2f423300, file "f.py", line 676> LOAD_CONST 'UserEventServiceRestTransport._PurgeUserEvents.__hash__' MAKE_FUNCTION STORE_NAME __hash__ BUILD_MAP STORE_NAME _PurgeUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_PurgeUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object _get_unset_required_fields at 0x7fae2f4234b0, file "f.py", line 681> LOAD_CONST 'UserEventServiceRestTransport._PurgeUserEvents._get_unset_required_fields' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_unset_required_fields LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST None LOAD_CONST () LOAD_CONST ('retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME user_event_service LOAD_ATTR PurgeUserEventsRequest LOAD_NAME OptionalRetry LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME operations_pb2 LOAD_ATTR Operation LOAD_CONST ('request', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fae2f423540, file "f.py", line 689> LOAD_CONST 'UserEventServiceRestTransport._PurgeUserEvents.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_CONST 'PurgeUserEvents' CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE message_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fae2f423390, file "f.py", line 683> LOAD_CONST 'UserEventServiceRestTransport._PurgeUserEvents._get_unset_required_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST cls LOAD_ATTR _PurgeUserEvents__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF message_dict COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'post' LOAD_CONST '/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:purge' LOAD_CONST '*' LOAD_CONST ('method', 'uri', 'body') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST http_options LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD pre_purge_user_events LOAD_FAST request LOAD_FAST metadata CALL_METHOD UNPACK_SEQUENCE STORE_FAST request STORE_FAST metadata LOAD_GLOBAL user_event_service LOAD_ATTR PurgeUserEventsRequest LOAD_METHOD pb LOAD_FAST request CALL_METHOD STORE_FAST pb_request LOAD_GLOBAL path_template LOAD_METHOD transcode LOAD_FAST http_options LOAD_FAST pb_request CALL_METHOD STORE_FAST transcoded_request LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION STORE_FAST body LOAD_FAST transcoded_request LOAD_CONST 'uri' BINARY_SUBSCR STORE_FAST uri LOAD_FAST transcoded_request LOAD_CONST 'method' BINARY_SUBSCR STORE_FAST method LOAD_GLOBAL json LOAD_METHOD loads LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'query_params' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION CALL_METHOD STORE_FAST query_params LOAD_FAST query_params LOAD_METHOD update LOAD_FAST self LOAD_METHOD _get_unset_required_fields LOAD_FAST query_params CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 'json;enum-encoding=int' LOAD_FAST query_params LOAD_CONST '$alt' STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST metadata CALL_FUNCTION STORE_FAST headers LOAD_CONST 'application/json' LOAD_FAST headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _session LOAD_FAST method CALL_FUNCTION LOAD_CONST '{host}{uri}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _host LOAD_FAST uri LOAD_CONST ('host', 'uri') CALL_FUNCTION LOAD_FAST timeout LOAD_FAST headers LOAD_GLOBAL rest_helpers LOAD_ATTR flatten_query_params LOAD_FAST query_params LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION LOAD_FAST body LOAD_CONST ('timeout', 'headers', 'params', 'data') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL core_exceptions LOAD_METHOD from_http_response LOAD_FAST response CALL_METHOD RAISE_VARARGS LOAD_GLOBAL operations_pb2 LOAD_METHOD Operation CALL_METHOD STORE_FAST resp LOAD_GLOBAL json_format LOAD_ATTR Parse LOAD_FAST response LOAD_ATTR content LOAD_FAST resp LOAD_CONST True LOAD_CONST ('ignore_unknown_fields',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD post_purge_user_events LOAD_FAST resp CALL_METHOD STORE_FAST resp LOAD_FAST resp RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UserEventServiceRestTransport._WriteUserEvent' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST <code object __hash__ at 0x7fae2f4236f0, file "f.py", line 768> LOAD_CONST 'UserEventServiceRestTransport._WriteUserEvent.__hash__' MAKE_FUNCTION STORE_NAME __hash__ BUILD_MAP STORE_NAME _WriteUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_WriteUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES' STORE_SUBSCR LOAD_NAME classmethod LOAD_CONST <code object _get_unset_required_fields at 0x7fae2f4238a0, file "f.py", line 773> LOAD_CONST 'UserEventServiceRestTransport._WriteUserEvent._get_unset_required_fields' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_unset_required_fields LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST None LOAD_CONST () LOAD_CONST ('retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME user_event_service LOAD_ATTR WriteUserEventRequest LOAD_NAME OptionalRetry LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME gcr_user_event LOAD_ATTR UserEvent LOAD_CONST ('request', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fae2f423930, file "f.py", line 781> LOAD_CONST 'UserEventServiceRestTransport._WriteUserEvent.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash LOAD_CONST 'WriteUserEvent' CALL_FUNCTION RETURN_VALUE LOAD_CLOSURE message_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fae2f423780, file "f.py", line 775> LOAD_CONST 'UserEventServiceRestTransport._WriteUserEvent._get_unset_required_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST cls LOAD_ATTR _WriteUserEvent__REQUIRED_FIELDS_DEFAULT_VALUES LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF message_dict COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'post' LOAD_CONST '/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:write' LOAD_CONST 'user_event' LOAD_CONST ('method', 'uri', 'body') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST http_options LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD pre_write_user_event LOAD_FAST request LOAD_FAST metadata CALL_METHOD UNPACK_SEQUENCE STORE_FAST request STORE_FAST metadata LOAD_GLOBAL user_event_service LOAD_ATTR WriteUserEventRequest LOAD_METHOD pb LOAD_FAST request CALL_METHOD STORE_FAST pb_request LOAD_GLOBAL path_template LOAD_METHOD transcode LOAD_FAST http_options LOAD_FAST pb_request CALL_METHOD STORE_FAST transcoded_request LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION STORE_FAST body LOAD_FAST transcoded_request LOAD_CONST 'uri' BINARY_SUBSCR STORE_FAST uri LOAD_FAST transcoded_request LOAD_CONST 'method' BINARY_SUBSCR STORE_FAST method LOAD_GLOBAL json LOAD_METHOD loads LOAD_GLOBAL json_format LOAD_ATTR MessageToJson LOAD_FAST transcoded_request LOAD_CONST 'query_params' BINARY_SUBSCR LOAD_CONST False LOAD_CONST True LOAD_CONST ('including_default_value_fields', 'use_integers_for_enums') CALL_FUNCTION CALL_METHOD STORE_FAST query_params LOAD_FAST query_params LOAD_METHOD update LOAD_FAST self LOAD_METHOD _get_unset_required_fields LOAD_FAST query_params CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 'json;enum-encoding=int' LOAD_FAST query_params LOAD_CONST '$alt' STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST metadata CALL_FUNCTION STORE_FAST headers LOAD_CONST 'application/json' LOAD_FAST headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR _session LOAD_FAST method CALL_FUNCTION LOAD_CONST '{host}{uri}' LOAD_ATTR format LOAD_FAST self LOAD_ATTR _host LOAD_FAST uri LOAD_CONST ('host', 'uri') CALL_FUNCTION LOAD_FAST timeout LOAD_FAST headers LOAD_GLOBAL rest_helpers LOAD_ATTR flatten_query_params LOAD_FAST query_params LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION LOAD_FAST body LOAD_CONST ('timeout', 'headers', 'params', 'data') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL core_exceptions LOAD_METHOD from_http_response LOAD_FAST response CALL_METHOD RAISE_VARARGS LOAD_GLOBAL gcr_user_event LOAD_METHOD UserEvent CALL_METHOD STORE_FAST resp LOAD_GLOBAL gcr_user_event LOAD_ATTR UserEvent LOAD_METHOD pb LOAD_FAST resp CALL_METHOD STORE_FAST pb_resp LOAD_GLOBAL json_format LOAD_ATTR Parse LOAD_FAST response LOAD_ATTR content LOAD_FAST pb_resp LOAD_CONST True LOAD_CONST ('ignore_unknown_fields',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _interceptor LOAD_METHOD post_write_user_event LOAD_FAST resp CALL_METHOD STORE_FAST resp LOAD_FAST resp RETURN_VALUE LOAD_FAST self LOAD_METHOD _CollectUserEvent LOAD_FAST self LOAD_ATTR _session LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _interceptor CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _ImportUserEvents LOAD_FAST self LOAD_ATTR _session LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _interceptor CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _ListUserEvents LOAD_FAST self LOAD_ATTR _session LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _interceptor CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _PurgeUserEvents LOAD_FAST self LOAD_ATTR _session LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _interceptor CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _WriteUserEvent LOAD_FAST self LOAD_ATTR _session LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _interceptor CALL_METHOD RETURN_VALUE LOAD_CONST 'rest' RETURN_VALUE LOAD_FAST self LOAD_ATTR _session LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
import dataclasses import json # type: ignore import re from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union import warnings from google.api_core import ( gapic_v1, operations_v1, path_template, rest_helpers, rest_streaming, ) from google.api_core import exceptions as core_exceptions from google.api_core import retry as retries from google.auth import credentials as ga_credentials # type: ignore from google.auth.transport.grpc import SslCredentials # type: ignore from google.auth.transport.requests import AuthorizedSession # type: ignore from google.protobuf import json_format import grpc # type: ignore from requests import __version__ as requests_version try: OptionalRetry = Union[retries.Retry, gapic_v1.method._MethodDefault, None] except AttributeError: # pragma: NO COVER OptionalRetry = Union[retries.Retry, object, None] # type: ignore from google.api import httpbody_pb2 # type: ignore from google.longrunning import operations_pb2 # type: ignore from google.cloud.recommendationengine_v1beta1.types import user_event as gcr_user_event from google.cloud.recommendationengine_v1beta1.types import import_ from google.cloud.recommendationengine_v1beta1.types import user_event_service from .base import DEFAULT_CLIENT_INFO as BASE_DEFAULT_CLIENT_INFO from .base import UserEventServiceTransport DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo( gapic_version=BASE_DEFAULT_CLIENT_INFO.gapic_version, grpc_version=None, rest_version=requests_version, ) class UserEventServiceRestInterceptor: """Interceptor for UserEventService. Interceptors are used to manipulate requests, request metadata, and responses in arbitrary ways. Example use cases include: * Logging * Verifying requests according to service or custom semantics * Stripping extraneous information from responses These use cases and more can be enabled by injecting an instance of a custom subclass when constructing the UserEventServiceRestTransport. .. code-block:: python class MyCustomUserEventServiceInterceptor(UserEventServiceRestInterceptor): def pre_collect_user_event(self, request, metadata): logging.log(f"Received request: {request}") return request, metadata def post_collect_user_event(self, response): logging.log(f"Received response: {response}") return response def pre_import_user_events(self, request, metadata): logging.log(f"Received request: {request}") return request, metadata def post_import_user_events(self, response): logging.log(f"Received response: {response}") return response def pre_list_user_events(self, request, metadata): logging.log(f"Received request: {request}") return request, metadata def post_list_user_events(self, response): logging.log(f"Received response: {response}") return response def pre_purge_user_events(self, request, metadata): logging.log(f"Received request: {request}") return request, metadata def post_purge_user_events(self, response): logging.log(f"Received response: {response}") return response def pre_write_user_event(self, request, metadata): logging.log(f"Received request: {request}") return request, metadata def post_write_user_event(self, response): logging.log(f"Received response: {response}") return response transport = UserEventServiceRestTransport(interceptor=MyCustomUserEventServiceInterceptor()) client = UserEventServiceClient(transport=transport) """ def pre_collect_user_event( self, request: user_event_service.CollectUserEventRequest, metadata: Sequence[Tuple[str, str]], ) -> Tuple[user_event_service.CollectUserEventRequest, Sequence[Tuple[str, str]]]: """Pre-rpc interceptor for collect_user_event Override in a subclass to manipulate the request or metadata before they are sent to the UserEventService server. """ return request, metadata def post_collect_user_event( self, response: httpbody_pb2.HttpBody ) -> httpbody_pb2.HttpBody: """Post-rpc interceptor for collect_user_event Override in a subclass to manipulate the response after it is returned by the UserEventService server but before it is returned to user code. """ return response def pre_import_user_events( self, request: import_.ImportUserEventsRequest, metadata: Sequence[Tuple[str, str]], ) -> Tuple[import_.ImportUserEventsRequest, Sequence[Tuple[str, str]]]: """Pre-rpc interceptor for import_user_events Override in a subclass to manipulate the request or metadata before they are sent to the UserEventService server. """ return request, metadata def post_import_user_events( self, response: operations_pb2.Operation ) -> operations_pb2.Operation: """Post-rpc interceptor for import_user_events Override in a subclass to manipulate the response after it is returned by the UserEventService server but before it is returned to user code. """ return response def pre_list_user_events( self, request: user_event_service.ListUserEventsRequest, metadata: Sequence[Tuple[str, str]], ) -> Tuple[user_event_service.ListUserEventsRequest, Sequence[Tuple[str, str]]]: """Pre-rpc interceptor for list_user_events Override in a subclass to manipulate the request or metadata before they are sent to the UserEventService server. """ return request, metadata def post_list_user_events( self, response: user_event_service.ListUserEventsResponse ) -> user_event_service.ListUserEventsResponse: """Post-rpc interceptor for list_user_events Override in a subclass to manipulate the response after it is returned by the UserEventService server but before it is returned to user code. """ return response def pre_purge_user_events( self, request: user_event_service.PurgeUserEventsRequest, metadata: Sequence[Tuple[str, str]], ) -> Tuple[user_event_service.PurgeUserEventsRequest, Sequence[Tuple[str, str]]]: """Pre-rpc interceptor for purge_user_events Override in a subclass to manipulate the request or metadata before they are sent to the UserEventService server. """ return request, metadata def post_purge_user_events( self, response: operations_pb2.Operation ) -> operations_pb2.Operation: """Post-rpc interceptor for purge_user_events Override in a subclass to manipulate the response after it is returned by the UserEventService server but before it is returned to user code. """ return response def pre_write_user_event( self, request: user_event_service.WriteUserEventRequest, metadata: Sequence[Tuple[str, str]], ) -> Tuple[user_event_service.WriteUserEventRequest, Sequence[Tuple[str, str]]]: """Pre-rpc interceptor for write_user_event Override in a subclass to manipulate the request or metadata before they are sent to the UserEventService server. """ return request, metadata def post_write_user_event( self, response: gcr_user_event.UserEvent ) -> gcr_user_event.UserEvent: """Post-rpc interceptor for write_user_event Override in a subclass to manipulate the response after it is returned by the UserEventService server but before it is returned to user code. """ return response @dataclasses.dataclass class UserEventServiceRestStub: _session: AuthorizedSession _host: str _interceptor: UserEventServiceRestInterceptor class UserEventServiceRestTransport(UserEventServiceTransport): """REST backend transport for UserEventService. Service for ingesting end user actions on the customer website. This class defines the same methods as the primary client, so the primary client can load the underlying transport implementation and call it. It sends JSON representations of protocol buffers over HTTP/1.1 """ def __init__( self, *, host: str = "recommendationengine.googleapis.com", credentials: Optional[ga_credentials.Credentials] = None, credentials_file: Optional[str] = None, scopes: Optional[Sequence[str]] = None, client_cert_source_for_mtls: Optional[Callable[[], Tuple[bytes, bytes]]] = None, quota_project_id: Optional[str] = None, client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO, always_use_jwt_access: Optional[bool] = False, url_scheme: str = "https", interceptor: Optional[UserEventServiceRestInterceptor] = None, api_audience: Optional[str] = None, ) -> None: """Instantiate the transport. Args: host (Optional[str]): The hostname to connect to (default: 'recommendationengine.googleapis.com'). credentials (Optional[google.auth.credentials.Credentials]): The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. credentials_file (Optional[str]): A file with credentials that can be loaded with :func:`google.auth.load_credentials_from_file`. This argument is ignored if ``channel`` is provided. scopes (Optional(Sequence[str])): A list of scopes. This argument is ignored if ``channel`` is provided. client_cert_source_for_mtls (Callable[[], Tuple[bytes, bytes]]): Client certificate to configure mutual TLS HTTP channel. It is ignored if ``channel`` is provided. quota_project_id (Optional[str]): An optional project to use for billing and quota. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you are developing your own client library. always_use_jwt_access (Optional[bool]): Whether self signed JWT should be used for service account credentials. url_scheme: the protocol scheme for the API endpoint. Normally "https", but for testing or local servers, "http" can be specified. """ maybe_url_match = re.match("^(?P<scheme>http(?:s)?://)?(?P<host>.*)$", host) if maybe_url_match is None: raise ValueError( f"Unexpected hostname structure: {host}" ) # pragma: NO COVER url_match_items = maybe_url_match.groupdict() host = f"{url_scheme}://{host}" if not url_match_items["scheme"] else host super().__init__( host=host, credentials=credentials, client_info=client_info, always_use_jwt_access=always_use_jwt_access, api_audience=api_audience, ) self._session = AuthorizedSession( self._credentials, default_host=self.DEFAULT_HOST ) self._operations_client: Optional[operations_v1.AbstractOperationsClient] = None if client_cert_source_for_mtls: self._session.configure_mtls_channel(client_cert_source_for_mtls) self._interceptor = interceptor or UserEventServiceRestInterceptor() self._prep_wrapped_messages(client_info) @property def operations_client(self) -> operations_v1.AbstractOperationsClient: """Create the client designed to process long-running operations. This property caches on the instance; repeated calls return the same client. """ if self._operations_client is None: http_options: Dict[str, List[Dict[str, str]]] = { "google.longrunning.Operations.GetOperation": [ { "method": "get", "uri": "/v1beta1/{name=projects/*/locations/*/catalogs/*/operations/*}", }, { "method": "get", "uri": "/v1beta1/{name=projects/*/locations/*/catalogs/*/eventStores/*/operations/*}", }, ], "google.longrunning.Operations.ListOperations": [ { "method": "get", "uri": "/v1beta1/{name=projects/*/locations/*/catalogs/*}/operations", }, { "method": "get", "uri": "/v1beta1/{name=projects/*/locations/*/catalogs/*/eventStores/*}/operations", }, ], } rest_transport = operations_v1.OperationsRestTransport( host=self._host, credentials=self._credentials, scopes=self._scopes, http_options=http_options, path_prefix="v1beta1", ) self._operations_client = operations_v1.AbstractOperationsClient( transport=rest_transport ) return self._operations_client class _CollectUserEvent(UserEventServiceRestStub): def __hash__(self): return hash("CollectUserEvent") __REQUIRED_FIELDS_DEFAULT_VALUES: Dict[str, Any] = { "userEvent": "", } @classmethod def _get_unset_required_fields(cls, message_dict): return { k: v for k, v in cls.__REQUIRED_FIELDS_DEFAULT_VALUES.items() if k not in message_dict } def __call__( self, request: user_event_service.CollectUserEventRequest, *, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = (), ) -> httpbody_pb2.HttpBody: r"""Call the collect user event method over HTTP. Args: request (~.user_event_service.CollectUserEventRequest): The request object. Request message for CollectUserEvent method. retry (google.api_core.retry.Retry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: ~.httpbody_pb2.HttpBody: Message that represents an arbitrary HTTP body. It should only be used for payload formats that can't be represented as JSON, such as raw binary or an HTML page. This message can be used both in streaming and non-streaming API methods in the request as well as the response. It can be used as a top-level request field, which is convenient if one wants to extract parameters from either the URL or HTTP template into the request fields and also want access to the raw HTTP body. Example: :: message GetResourceRequest { // A unique request id. string request_id = 1; // The raw HTTP body is bound to this field. google.api.HttpBody http_body = 2; } service ResourceService { rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); rpc UpdateResource(google.api.HttpBody) returns (google.protobuf.Empty); } Example with streaming methods: :: service CaldavService { rpc GetCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); rpc UpdateCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); } Use of this type only changes how the request and response bodies are handled, all other features will continue to work unchanged. """ http_options: List[Dict[str, str]] = [ { "method": "get", "uri": "/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:collect", }, ] request, metadata = self._interceptor.pre_collect_user_event( request, metadata ) pb_request = user_event_service.CollectUserEventRequest.pb(request) transcoded_request = path_template.transcode(http_options, pb_request) uri = transcoded_request["uri"] method = transcoded_request["method"] query_params = json.loads( json_format.MessageToJson( transcoded_request["query_params"], including_default_value_fields=False, use_integers_for_enums=True, ) ) query_params.update(self._get_unset_required_fields(query_params)) query_params["$alt"] = "json;enum-encoding=int" headers = dict(metadata) headers["Content-Type"] = "application/json" response = getattr(self._session, method)( "{host}{uri}".format(host=self._host, uri=uri), timeout=timeout, headers=headers, params=rest_helpers.flatten_query_params(query_params, strict=True), ) if response.status_code >= 400: raise core_exceptions.from_http_response(response) resp = httpbody_pb2.HttpBody() pb_resp = resp json_format.Parse(response.content, pb_resp, ignore_unknown_fields=True) resp = self._interceptor.post_collect_user_event(resp) return resp class _ImportUserEvents(UserEventServiceRestStub): def __hash__(self): return hash("ImportUserEvents") __REQUIRED_FIELDS_DEFAULT_VALUES: Dict[str, Any] = {} @classmethod def _get_unset_required_fields(cls, message_dict): return { k: v for k, v in cls.__REQUIRED_FIELDS_DEFAULT_VALUES.items() if k not in message_dict } def __call__( self, request: import_.ImportUserEventsRequest, *, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = (), ) -> operations_pb2.Operation: r"""Call the import user events method over HTTP. Args: request (~.import_.ImportUserEventsRequest): The request object. Request message for the ImportUserEvents request. retry (google.api_core.retry.Retry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: ~.operations_pb2.Operation: This resource represents a long-running operation that is the result of a network API call. """ http_options: List[Dict[str, str]] = [ { "method": "post", "uri": "/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:import", "body": "*", }, ] request, metadata = self._interceptor.pre_import_user_events( request, metadata ) pb_request = import_.ImportUserEventsRequest.pb(request) transcoded_request = path_template.transcode(http_options, pb_request) body = json_format.MessageToJson( transcoded_request["body"], including_default_value_fields=False, use_integers_for_enums=True, ) uri = transcoded_request["uri"] method = transcoded_request["method"] query_params = json.loads( json_format.MessageToJson( transcoded_request["query_params"], including_default_value_fields=False, use_integers_for_enums=True, ) ) query_params.update(self._get_unset_required_fields(query_params)) query_params["$alt"] = "json;enum-encoding=int" headers = dict(metadata) headers["Content-Type"] = "application/json" response = getattr(self._session, method)( "{host}{uri}".format(host=self._host, uri=uri), timeout=timeout, headers=headers, params=rest_helpers.flatten_query_params(query_params, strict=True), data=body, ) if response.status_code >= 400: raise core_exceptions.from_http_response(response) resp = operations_pb2.Operation() json_format.Parse(response.content, resp, ignore_unknown_fields=True) resp = self._interceptor.post_import_user_events(resp) return resp class _ListUserEvents(UserEventServiceRestStub): def __hash__(self): return hash("ListUserEvents") __REQUIRED_FIELDS_DEFAULT_VALUES: Dict[str, Any] = {} @classmethod def _get_unset_required_fields(cls, message_dict): return { k: v for k, v in cls.__REQUIRED_FIELDS_DEFAULT_VALUES.items() if k not in message_dict } def __call__( self, request: user_event_service.ListUserEventsRequest, *, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = (), ) -> user_event_service.ListUserEventsResponse: r"""Call the list user events method over HTTP. Args: request (~.user_event_service.ListUserEventsRequest): The request object. Request message for ListUserEvents method. retry (google.api_core.retry.Retry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: ~.user_event_service.ListUserEventsResponse: Response message for ListUserEvents method. """ http_options: List[Dict[str, str]] = [ { "method": "get", "uri": "/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents", }, ] request, metadata = self._interceptor.pre_list_user_events( request, metadata ) pb_request = user_event_service.ListUserEventsRequest.pb(request) transcoded_request = path_template.transcode(http_options, pb_request) uri = transcoded_request["uri"] method = transcoded_request["method"] query_params = json.loads( json_format.MessageToJson( transcoded_request["query_params"], including_default_value_fields=False, use_integers_for_enums=True, ) ) query_params.update(self._get_unset_required_fields(query_params)) query_params["$alt"] = "json;enum-encoding=int" headers = dict(metadata) headers["Content-Type"] = "application/json" response = getattr(self._session, method)( "{host}{uri}".format(host=self._host, uri=uri), timeout=timeout, headers=headers, params=rest_helpers.flatten_query_params(query_params, strict=True), ) if response.status_code >= 400: raise core_exceptions.from_http_response(response) resp = user_event_service.ListUserEventsResponse() pb_resp = user_event_service.ListUserEventsResponse.pb(resp) json_format.Parse(response.content, pb_resp, ignore_unknown_fields=True) resp = self._interceptor.post_list_user_events(resp) return resp class _PurgeUserEvents(UserEventServiceRestStub): def __hash__(self): return hash("PurgeUserEvents") __REQUIRED_FIELDS_DEFAULT_VALUES: Dict[str, Any] = {} @classmethod def _get_unset_required_fields(cls, message_dict): return { k: v for k, v in cls.__REQUIRED_FIELDS_DEFAULT_VALUES.items() if k not in message_dict } def __call__( self, request: user_event_service.PurgeUserEventsRequest, *, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = (), ) -> operations_pb2.Operation: r"""Call the purge user events method over HTTP. Args: request (~.user_event_service.PurgeUserEventsRequest): The request object. Request message for PurgeUserEvents method. retry (google.api_core.retry.Retry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: ~.operations_pb2.Operation: This resource represents a long-running operation that is the result of a network API call. """ http_options: List[Dict[str, str]] = [ { "method": "post", "uri": "/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:purge", "body": "*", }, ] request, metadata = self._interceptor.pre_purge_user_events( request, metadata ) pb_request = user_event_service.PurgeUserEventsRequest.pb(request) transcoded_request = path_template.transcode(http_options, pb_request) body = json_format.MessageToJson( transcoded_request["body"], including_default_value_fields=False, use_integers_for_enums=True, ) uri = transcoded_request["uri"] method = transcoded_request["method"] query_params = json.loads( json_format.MessageToJson( transcoded_request["query_params"], including_default_value_fields=False, use_integers_for_enums=True, ) ) query_params.update(self._get_unset_required_fields(query_params)) query_params["$alt"] = "json;enum-encoding=int" headers = dict(metadata) headers["Content-Type"] = "application/json" response = getattr(self._session, method)( "{host}{uri}".format(host=self._host, uri=uri), timeout=timeout, headers=headers, params=rest_helpers.flatten_query_params(query_params, strict=True), data=body, ) if response.status_code >= 400: raise core_exceptions.from_http_response(response) resp = operations_pb2.Operation() json_format.Parse(response.content, resp, ignore_unknown_fields=True) resp = self._interceptor.post_purge_user_events(resp) return resp class _WriteUserEvent(UserEventServiceRestStub): def __hash__(self): return hash("WriteUserEvent") __REQUIRED_FIELDS_DEFAULT_VALUES: Dict[str, Any] = {} @classmethod def _get_unset_required_fields(cls, message_dict): return { k: v for k, v in cls.__REQUIRED_FIELDS_DEFAULT_VALUES.items() if k not in message_dict } def __call__( self, request: user_event_service.WriteUserEventRequest, *, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = (), ) -> gcr_user_event.UserEvent: r"""Call the write user event method over HTTP. Args: request (~.user_event_service.WriteUserEventRequest): The request object. Request message for WriteUserEvent method. retry (google.api_core.retry.Retry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: ~.gcr_user_event.UserEvent: UserEvent captures all metadata information recommendation engine needs to know about how end users interact with customers' website. """ http_options: List[Dict[str, str]] = [ { "method": "post", "uri": "/v1beta1/{parent=projects/*/locations/*/catalogs/*/eventStores/*}/userEvents:write", "body": "user_event", }, ] request, metadata = self._interceptor.pre_write_user_event( request, metadata ) pb_request = user_event_service.WriteUserEventRequest.pb(request) transcoded_request = path_template.transcode(http_options, pb_request) body = json_format.MessageToJson( transcoded_request["body"], including_default_value_fields=False, use_integers_for_enums=True, ) uri = transcoded_request["uri"] method = transcoded_request["method"] query_params = json.loads( json_format.MessageToJson( transcoded_request["query_params"], including_default_value_fields=False, use_integers_for_enums=True, ) ) query_params.update(self._get_unset_required_fields(query_params)) query_params["$alt"] = "json;enum-encoding=int" headers = dict(metadata) headers["Content-Type"] = "application/json" response = getattr(self._session, method)( "{host}{uri}".format(host=self._host, uri=uri), timeout=timeout, headers=headers, params=rest_helpers.flatten_query_params(query_params, strict=True), data=body, ) if response.status_code >= 400: raise core_exceptions.from_http_response(response) resp = gcr_user_event.UserEvent() pb_resp = gcr_user_event.UserEvent.pb(resp) json_format.Parse(response.content, pb_resp, ignore_unknown_fields=True) resp = self._interceptor.post_write_user_event(resp) return resp @property def collect_user_event( self, ) -> Callable[[user_event_service.CollectUserEventRequest], httpbody_pb2.HttpBody]: return self._CollectUserEvent(self._session, self._host, self._interceptor) # type: ignore @property def import_user_events( self, ) -> Callable[[import_.ImportUserEventsRequest], operations_pb2.Operation]: return self._ImportUserEvents(self._session, self._host, self._interceptor) # type: ignore @property def list_user_events( self, ) -> Callable[ [user_event_service.ListUserEventsRequest], user_event_service.ListUserEventsResponse, ]: return self._ListUserEvents(self._session, self._host, self._interceptor) # type: ignore @property def purge_user_events( self, ) -> Callable[ [user_event_service.PurgeUserEventsRequest], operations_pb2.Operation ]: return self._PurgeUserEvents(self._session, self._host, self._interceptor) # type: ignore @property def write_user_event( self, ) -> Callable[[user_event_service.WriteUserEventRequest], gcr_user_event.UserEvent]: return self._WriteUserEvent(self._session, self._host, self._interceptor) # type: ignore @property def kind(self) -> str: return "rest" def close(self): self._session.close() __all__ = ("UserEventServiceRestTransport",)
data/google-cloud-recommendations-ai-0.10.8/google/cloud/recommendationengine_v1beta1/services/user_event_service/transports/rest.py
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LOAD_CONST 'Tests for logging configuration via ZConfig.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME doctest STORE_NAME doctest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_NAME unittest LOAD_CONST 0 LOAD_CONST ('StringIO',) IMPORT_NAME io IMPORT_FROM StringIO STORE_NAME StringIO POP_TOP LOAD_CONST 0 LOAD_CONST ('maxsize',) IMPORT_NAME sys IMPORT_FROM maxsize STORE_NAME maxsize POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ZConfig STORE_NAME ZConfig LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ZConfig.components.logger.tests.support STORE_NAME ZConfig LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ZConfig.tests.support STORE_NAME ZConfig LOAD_CONST 0 LOAD_CONST ('datatypes',) IMPORT_NAME ZConfig.components.logger IMPORT_FROM datatypes STORE_NAME datatypes POP_TOP LOAD_CONST 0 LOAD_CONST ('handlers',) IMPORT_NAME ZConfig.components.logger IMPORT_FROM handlers STORE_NAME handlers POP_TOP LOAD_CONST 0 LOAD_CONST ('loghandler',) IMPORT_NAME ZConfig.components.logger IMPORT_FROM loghandler STORE_NAME loghandler POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object CustomFormatter at 0x7f8af1683d20, file "f.py", line 19> LOAD_CONST 'CustomFormatter' MAKE_FUNCTION LOAD_CONST 'CustomFormatter' LOAD_NAME logging LOAD_ATTR Formatter CALL_FUNCTION STORE_NAME CustomFormatter LOAD_CONST <code object read_file at 0x7f8af1683420, file "f.py", line 32> LOAD_CONST 'read_file' MAKE_FUNCTION STORE_NAME read_file LOAD_BUILD_CLASS LOAD_CONST <code object TestConfig at 0x7f8af17f0a50, file "f.py", line 37> LOAD_CONST 'TestConfig' MAKE_FUNCTION LOAD_CONST 'TestConfig' LOAD_NAME ZConfig LOAD_ATTR components LOAD_ATTR logger LOAD_ATTR tests LOAD_ATTR support LOAD_ATTR LoggingTestHelper LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME TestConfig LOAD_NAME os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME object STORE_NAME _RotateTestBase JUMP_FORWARD to 206 LOAD_NAME unittest LOAD_ATTR TestCase STORE_NAME _RotateTestBase LOAD_BUILD_CLASS LOAD_CONST <code object TestReopeningRotatingLogfiles at 0x7f8af17f0db0, file "f.py", line 489> LOAD_CONST 'TestReopeningRotatingLogfiles' MAKE_FUNCTION LOAD_CONST 'TestReopeningRotatingLogfiles' LOAD_NAME ZConfig LOAD_ATTR components LOAD_ATTR logger LOAD_ATTR tests LOAD_ATTR support LOAD_ATTR LoggingTestHelper LOAD_NAME _RotateTestBase CALL_FUNCTION STORE_NAME TestReopeningRotatingLogfiles LOAD_BUILD_CLASS LOAD_CONST <code object TestReopeningLogfiles at 0x7f8e2fef4390, file "f.py", line 593> LOAD_CONST 'TestReopeningLogfiles' MAKE_FUNCTION LOAD_CONST 'TestReopeningLogfiles' LOAD_NAME TestReopeningRotatingLogfiles CALL_FUNCTION STORE_NAME TestReopeningLogfiles LOAD_BUILD_CLASS LOAD_CONST <code object TestFunctions at 0x7f8af17d6030, file "f.py", line 694> LOAD_CONST 'TestFunctions' MAKE_FUNCTION LOAD_CONST 'TestFunctions' LOAD_NAME ZConfig LOAD_ATTR tests LOAD_ATTR support LOAD_ATTR TestHelper LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME TestFunctions LOAD_BUILD_CLASS LOAD_CONST <code object TestStartupHandler at 0x7f8af17d61e0, file "f.py", line 846> LOAD_CONST 'TestStartupHandler' MAKE_FUNCTION LOAD_CONST 'TestStartupHandler' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME TestStartupHandler LOAD_CONST <code object test_logger_convenience_function_and_ommiting_name_to_get_root_logger at 0x7f8af17d6270, file "f.py", line 869> LOAD_CONST 'test_logger_convenience_function_and_ommiting_name_to_get_root_logger' MAKE_FUNCTION STORE_NAME test_logger_convenience_function_and_ommiting_name_to_get_root_logger LOAD_CONST <code object test_suite at 0x7f8af17d6300, file "f.py", line 922> LOAD_CONST 'test_suite' MAKE_FUNCTION STORE_NAME test_suite LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME unittest LOAD_ATTR main LOAD_CONST 'test_suite' LOAD_CONST ('defaultTest',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomFormatter' STORE_NAME __qualname__ LOAD_CONST <code object formatException at 0x7f8af1683150, file "f.py", line 20> LOAD_CONST 'CustomFormatter.formatException' MAKE_FUNCTION STORE_NAME formatException LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_FAST traceback LOAD_GLOBAL StringIO CALL_FUNCTION STORE_FAST sio LOAD_FAST traceback LOAD_ATTR print_exception LOAD_FAST ei LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST ei LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST ei LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST sio LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_FAST sio LOAD_METHOD getvalue CALL_METHOD LOAD_CONST "... Don't panic!" BINARY_ADD RETURN_VALUE LOAD_GLOBAL open LOAD_FAST filename CALL_FUNCTION SETUP_WITH to 18 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestConfig' STORE_NAME __qualname__ LOAD_CONST "\n <schema>\n <import package='ZConfig.components.logger'/>\n <section type='eventlog' name='*' attribute='eventlog'/>\n </schema>\n " STORE_NAME _schematext LOAD_CONST <code object test_config_without_logger at 0x7f8af1683030, file "f.py", line 47> LOAD_CONST 'TestConfig.test_config_without_logger' MAKE_FUNCTION STORE_NAME test_config_without_logger LOAD_CONST <code object test_config_without_handlers at 0x7f8af1683ae0, file "f.py", line 51> LOAD_CONST 'TestConfig.test_config_without_handlers' MAKE_FUNCTION STORE_NAME test_config_without_handlers LOAD_CONST <code object test_factory_without_stream at 0x7f8b201136f0, file "f.py", line 59> LOAD_CONST 'TestConfig.test_factory_without_stream' MAKE_FUNCTION STORE_NAME test_factory_without_stream LOAD_CONST <code object test_with_logfile at 0x7f8b201130c0, file "f.py", line 84> LOAD_CONST 'TestConfig.test_with_logfile' MAKE_FUNCTION STORE_NAME test_with_logfile LOAD_CONST <code object test_with_encoded at 0x7f8b201139c0, file "f.py", line 102> LOAD_CONST 'TestConfig.test_with_encoded' MAKE_FUNCTION STORE_NAME test_with_encoded LOAD_CONST <code object test_with_logfile_delayed at 0x7f8b20113270, file "f.py", line 122> LOAD_CONST 'TestConfig.test_with_logfile_delayed' MAKE_FUNCTION STORE_NAME test_with_logfile_delayed LOAD_CONST <code object test_with_stderr at 0x7f8b20113e40, file "f.py", line 143> LOAD_CONST 'TestConfig.test_with_stderr' MAKE_FUNCTION STORE_NAME test_with_stderr LOAD_CONST <code object test_with_stdout at 0x7f8b20113ed0, file "f.py", line 146> LOAD_CONST 'TestConfig.test_with_stdout' MAKE_FUNCTION STORE_NAME test_with_stdout LOAD_CONST <code object test_delayed_stderr at 0x7f8b20113390, file "f.py", line 149> LOAD_CONST 'TestConfig.test_delayed_stderr' MAKE_FUNCTION STORE_NAME test_delayed_stderr LOAD_CONST <code object test_delayed_stdout at 0x7f8b20113810, file "f.py", line 152> LOAD_CONST 'TestConfig.test_delayed_stdout' MAKE_FUNCTION STORE_NAME test_delayed_stdout LOAD_CONST <code object test_encoded_stderr at 0x7f8b201138a0, file "f.py", line 155> LOAD_CONST 'TestConfig.test_encoded_stderr' MAKE_FUNCTION STORE_NAME test_encoded_stderr LOAD_CONST <code object test_encoded_stdout at 0x7f8b20113ae0, file "f.py", line 158> LOAD_CONST 'TestConfig.test_encoded_stdout' MAKE_FUNCTION STORE_NAME test_encoded_stdout LOAD_CONST <code object test_with_rotating_logfile at 0x7f8b20113780, file "f.py", line 161> LOAD_CONST 'TestConfig.test_with_rotating_logfile' MAKE_FUNCTION STORE_NAME test_with_rotating_logfile LOAD_CONST <code object test_with_timed_rotating_logfile at 0x7f8b20113300, file "f.py", line 181> LOAD_CONST 'TestConfig.test_with_timed_rotating_logfile' MAKE_FUNCTION STORE_NAME test_with_timed_rotating_logfile LOAD_CONST <code object test_with_timed_rotating_logfile_and_size_should_fail at 0x7f8b201131e0, file "f.py", line 202> LOAD_CONST 'TestConfig.test_with_timed_rotating_logfile_and_size_should_fail' MAKE_FUNCTION STORE_NAME test_with_timed_rotating_logfile_and_size_should_fail LOAD_CONST <code object test_with_rotating_logfile_and_STD_should_fail at 0x7f8af17f0030, file "f.py", line 246> LOAD_CONST 'TestConfig.test_with_rotating_logfile_and_STD_should_fail' MAKE_FUNCTION STORE_NAME test_with_rotating_logfile_and_STD_should_fail LOAD_CONST <code object check_standard_stream at 0x7f8af17f00c0, file "f.py", line 262> LOAD_CONST 'TestConfig.check_standard_stream' MAKE_FUNCTION STORE_NAME check_standard_stream LOAD_CONST <code object check_standard_stream_cannot_delay at 0x7f8af17f0150, file "f.py", line 286> LOAD_CONST 'TestConfig.check_standard_stream_cannot_delay' MAKE_FUNCTION STORE_NAME check_standard_stream_cannot_delay LOAD_CONST <code object check_standard_stream_cannot_encode at 0x7f8af17f01e0, file "f.py", line 303> LOAD_CONST 'TestConfig.check_standard_stream_cannot_encode' MAKE_FUNCTION STORE_NAME check_standard_stream_cannot_encode LOAD_CONST <code object test_custom_formatter at 0x7f8af17f0300, file "f.py", line 321> LOAD_CONST 'TestConfig.test_custom_formatter' MAKE_FUNCTION STORE_NAME test_custom_formatter LOAD_CONST <code object test_with_syslog at 0x7f8af17f0420, file "f.py", line 349> LOAD_CONST 'TestConfig.test_with_syslog' MAKE_FUNCTION STORE_NAME test_with_syslog LOAD_CONST <code object test_with_http_logger_localhost at 0x7f8af17f0540, file "f.py", line 363> LOAD_CONST 'TestConfig.test_with_http_logger_localhost' MAKE_FUNCTION STORE_NAME test_with_http_logger_localhost LOAD_CONST <code object test_with_http_logger_remote_host at 0x7f8af17f0660, file "f.py", line 379> LOAD_CONST 'TestConfig.test_with_http_logger_remote_host' MAKE_FUNCTION STORE_NAME test_with_http_logger_remote_host LOAD_CONST <code object test_with_email_notifier at 0x7f8af17f06f0, file "f.py", line 395> LOAD_CONST 'TestConfig.test_with_email_notifier' MAKE_FUNCTION STORE_NAME test_with_email_notifier LOAD_CONST <code object test_with_email_notifier_with_credentials at 0x7f8af17f0780, file "f.py", line 413> LOAD_CONST 'TestConfig.test_with_email_notifier_with_credentials' MAKE_FUNCTION STORE_NAME test_with_email_notifier_with_credentials LOAD_CONST <code object test_with_email_notifier_with_invalid_credentials at 0x7f8af17f08a0, file "f.py", line 437> LOAD_CONST 'TestConfig.test_with_email_notifier_with_invalid_credentials' MAKE_FUNCTION STORE_NAME test_with_email_notifier_with_invalid_credentials LOAD_NAME logging LOAD_ATTR INFO BUILD_TUPLE LOAD_CONST <code object check_simple_logger_factory at 0x7f8af17f0930, file "f.py", line 470> LOAD_CONST 'TestConfig.check_simple_logger_factory' MAKE_FUNCTION STORE_NAME check_simple_logger_factory LOAD_NAME logging LOAD_ATTR INFO BUILD_TUPLE LOAD_CONST <code object check_simple_logger at 0x7f8af17f09c0, file "f.py", line 476> LOAD_CONST 'TestConfig.check_simple_logger' MAKE_FUNCTION STORE_NAME check_simple_logger LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '' CALL_METHOD STORE_FAST conf LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST conf LOAD_ATTR eventlog LOAD_CONST None COMPARE_OP is CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog/>' CALL_METHOD STORE_FAST logger LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST logger LOAD_ATTR handlers CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL loghandler LOAD_ATTR NullHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD emit LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD handle LOAD_CONST None CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger_factory LOAD_CONST '<eventlog>\n <logfile>\n path STDERR\n </logfile>\n <logfile>\n path STDERR\n level info\n </logfile>\n <logfile>\n path STDERR\n level debug\n </logfile>\n</eventlog>' CALL_METHOD STORE_FAST factory LOAD_FAST factory LOAD_METHOD startup CALL_METHOD POP_TOP LOAD_FAST factory LOAD_ATTR instance STORE_FAST logger LOAD_GLOBAL logging LOAD_ATTR NOTSET LOAD_FAST factory STORE_ATTR level LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST factory LOAD_METHOD getLowestHandlerLevel CALL_METHOD LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_CONST <code object <lambda> at 0x7f8af1683780, file "f.py", line 81> LOAD_CONST 'TestConfig.test_factory_without_stream.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_ATTR reopen LOAD_FAST factory LOAD_METHOD reopen CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logfile LOAD_GLOBAL loghandler LOAD_ATTR FileHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST logfile LOAD_ATTR delay CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n encoding shift-jis\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logfile LOAD_GLOBAL loghandler LOAD_ATTR FileHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST logfile LOAD_ATTR delay CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR stream LOAD_ATTR encoding LOAD_CONST 'shift-jis' CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n delay true\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logfile LOAD_GLOBAL loghandler LOAD_ATTR FileHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST logfile LOAD_ATTR delay CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD info LOAD_CONST 'this is a test' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream LOAD_CONST 'stderr' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream LOAD_CONST 'stdout' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream_cannot_delay LOAD_CONST 'stderr' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream_cannot_delay LOAD_CONST 'stdout' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream_cannot_encode LOAD_CONST 'stderr' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_standard_stream_cannot_encode LOAD_CONST 'stdout' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n max-size 5mb\n old-files 10\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR backupCount LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR maxBytes LOAD_CONST 5242880 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logfile LOAD_GLOBAL loghandler LOAD_ATTR RotatingFileHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n when D\n interval 3\n old-files 11\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR backupCount LOAD_CONST 11 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR interval LOAD_CONST 259200 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsInstance LOAD_FAST logfile LOAD_GLOBAL loghandler LOAD_ATTR TimedRotatingFileHandler CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError LOAD_FAST self LOAD_ATTR check_simple_logger_factory LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n max-size 5mb\n when D\n old-files 10\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError LOAD_CONST 'old-files must be set' LOAD_FAST self LOAD_ATTR check_simple_logger_factory LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n max-size 5mb\n when D\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError LOAD_CONST 'max-bytes or when must be set' LOAD_FAST self LOAD_ATTR check_simple_logger_factory LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n interval 1\n old-files 10\n </logfile>\n</eventlog>' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_LOOP to 54 LOAD_CONST ('STDERR', 'STDOUT') GET_ITER FOR_ITER to 52 STORE_FAST path SETUP_LOOP to 50 LOAD_CONST ('old-files 10', 'max-size 5mb') GET_ITER FOR_ITER to 48 STORE_FAST param LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError LOAD_FAST self LOAD_ATTR check_simple_logger_factory LOAD_CONST '<eventlog>\n <logfile>\n path %s\n level debug\n when D\n %s\n </logfile>\n</eventlog>' LOAD_FAST path LOAD_FAST param BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL getattr LOAD_GLOBAL sys LOAD_FAST name CALL_FUNCTION STORE_FAST old_stream LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '\n <eventlog>\n <logfile>\n level info\n path %s\n </logfile>\n </eventlog>\n ' LOAD_FAST name LOAD_METHOD upper CALL_METHOD BINARY_MODULO CALL_METHOD STORE_FAST conf LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST conf LOAD_ATTR eventlog LOAD_CONST None COMPARE_OP is not CALL_METHOD POP_TOP LOAD_GLOBAL StringIO CALL_FUNCTION STORE_FAST sio LOAD_GLOBAL setattr LOAD_GLOBAL sys LOAD_FAST name LOAD_FAST sio CALL_FUNCTION POP_TOP SETUP_FINALLY to 76 LOAD_FAST conf LOAD_METHOD eventlog CALL_METHOD STORE_FAST logger POP_BLOCK LOAD_CONST None LOAD_GLOBAL setattr LOAD_GLOBAL sys LOAD_FAST name LOAD_FAST old_stream CALL_FUNCTION POP_TOP END_FINALLY LOAD_FAST logger LOAD_METHOD warning LOAD_CONST 'woohoo!' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIs LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR stream LOAD_FAST sio CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST sio LOAD_METHOD getvalue CALL_METHOD LOAD_METHOD find LOAD_CONST 'woohoo!' CALL_METHOD LOAD_CONST 0 COMPARE_OP >= CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError CALL_METHOD SETUP_WITH to 36 STORE_FAST cm LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '\n <eventlog>\n <logfile>\n level info\n path %s\n delay true\n </logfile>\n </eventlog>\n ' LOAD_FAST name LOAD_METHOD upper CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'cannot delay opening %s' LOAD_FAST name LOAD_METHOD upper CALL_METHOD BINARY_MODULO LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError CALL_METHOD SETUP_WITH to 36 STORE_FAST cm LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '\n <eventlog>\n <logfile>\n level info\n path %s\n encoding utf-8\n </logfile>\n </eventlog>\n ' LOAD_FAST name LOAD_METHOD upper CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'cannot specify encoding for %s' LOAD_FAST name LOAD_METHOD upper CALL_METHOD BINARY_MODULO LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL __name__ LOAD_CONST '.CustomFormatter' BINARY_ADD STORE_FAST clsname LOAD_GLOBAL sys LOAD_ATTR stdout STORE_FAST old_stream LOAD_GLOBAL StringIO CALL_FUNCTION STORE_FAST sio LOAD_FAST sio LOAD_GLOBAL sys STORE_ATTR stdout SETUP_FINALLY to 54 LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '\n <eventlog>\n <logfile>\n formatter %s\n level info\n path STDOUT\n </logfile>\n </eventlog>\n ' LOAD_FAST clsname BINARY_MODULO CALL_METHOD STORE_FAST conf LOAD_FAST conf LOAD_METHOD eventlog CALL_METHOD STORE_FAST logger POP_BLOCK LOAD_CONST None LOAD_FAST old_stream LOAD_GLOBAL sys STORE_ATTR stdout END_FINALLY SETUP_EXCEPT to 72 LOAD_GLOBAL KeyError RAISE_VARARGS POP_BLOCK JUMP_FORWARD to 102 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST logger LOAD_METHOD exception LOAD_CONST 'testing a KeyError' CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 102 END_FINALLY LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST sio LOAD_METHOD getvalue CALL_METHOD LOAD_METHOD find LOAD_CONST 'KeyError' CALL_METHOD LOAD_CONST 0 COMPARE_OP >= CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST sio LOAD_METHOD getvalue CALL_METHOD LOAD_METHOD find LOAD_CONST "Don't panic" CALL_METHOD LOAD_CONST 0 COMPARE_OP >= CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <syslog>\n level error\n facility local3\n </syslog>\n</eventlog>' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST syslog LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST syslog LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR ERROR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST syslog LOAD_GLOBAL loghandler LOAD_ATTR SysLogHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST syslog LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <http-logger>\n level error\n method post\n </http-logger>\n</eventlog>' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST handler LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR host LOAD_CONST 'localhost' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR url LOAD_CONST '/' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR ERROR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR method LOAD_CONST 'POST' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST handler LOAD_GLOBAL loghandler LOAD_ATTR HTTPHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <http-logger>\n method get\n url http://example.com/log/\n </http-logger>\n</eventlog>' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST handler LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR host LOAD_CONST 'example.com' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR url LOAD_CONST '/log/' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR NOTSET CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR method LOAD_CONST 'GET' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST handler LOAD_GLOBAL loghandler LOAD_ATTR HTTPHandler CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <email-notifier>\n to [email protected]\n to [email protected]\n from [email protected]\n level fatal\n </email-notifier>\n</eventlog>' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST handler LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR toaddrs LOAD_CONST '[email protected]' LOAD_CONST '[email protected]' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR fromaddr LOAD_CONST '[email protected]' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR FATAL CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger LOAD_CONST '<eventlog>\n <email-notifier>\n to [email protected]\n from [email protected]\n level fatal\n smtp-server foo:487\n smtp-username john\n smtp-password johnpw\n </email-notifier>\n</eventlog>' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST handler LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR toaddrs LOAD_CONST '[email protected]' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR fromaddr LOAD_CONST '[email protected]' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR fromaddr LOAD_CONST '[email protected]' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR FATAL CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR username LOAD_CONST 'john' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR password LOAD_CONST 'johnpw' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR mailhost LOAD_CONST 'foo' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST handler LOAD_ATTR mailport LOAD_CONST 487 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError CALL_METHOD SETUP_WITH to 28 STORE_FAST cm LOAD_FAST self LOAD_METHOD check_simple_logger_factory LOAD_CONST '<eventlog>\n <email-notifier>\n to [email protected]\n from [email protected]\n level fatal\n smtp-username john\n </email-notifier>\n</eventlog>' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'both smtp-username and smtp-password or none must be given' LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ZConfig LOAD_ATTR DataConversionError CALL_METHOD SETUP_WITH to 80 STORE_FAST cm LOAD_FAST self LOAD_METHOD check_simple_logger_factory LOAD_CONST '<eventlog>\n <email-notifier>\n to [email protected]\n from [email protected]\n level fatal\n smtp-password john\n </email-notifier>\n</eventlog>' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 'both smtp-username and smtp-password or none must be given' LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_config LOAD_FAST text CALL_METHOD STORE_FAST conf LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST conf LOAD_ATTR eventlog LOAD_CONST None COMPARE_OP is not CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST conf LOAD_ATTR eventlog LOAD_ATTR level LOAD_FAST level CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR eventlog RETURN_VALUE LOAD_FAST self LOAD_METHOD check_simple_logger_factory LOAD_FAST text LOAD_FAST level CALL_METHOD CALL_FUNCTION STORE_FAST logger LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL isinstance LOAD_FAST logger LOAD_GLOBAL logging LOAD_ATTR Logger CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST logger LOAD_ATTR handlers CALL_FUNCTION LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST logger RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestReopeningRotatingLogfiles' STORE_NAME __qualname__ LOAD_NAME loghandler LOAD_ATTR RotatingFileHandler STORE_NAME handler_factory LOAD_CONST "\n <schema>\n <import package='ZConfig.components.logger'/>\n <multisection type='logger' name='*' attribute='loggers'/>\n </schema>\n " STORE_NAME _schematext LOAD_CONST '\n <logger>\n name foo.bar\n <logfile>\n path %(path0)s\n level debug\n max-size 1mb\n old-files 10\n </logfile>\n <logfile>\n path %(path1)s\n level info\n max-size 1mb\n old-files 3\n </logfile>\n <logfile>\n path %(path1)s\n level info\n when D\n old-files 3\n </logfile>\n </logger>\n\n <logger>\n name bar.foo\n <logfile>\n path %(path2)s\n level info\n max-size 10mb\n old-files 10\n </logfile>\n </logger>\n ' STORE_NAME _sampleconfig_template LOAD_CONST <code object test_filehandler_reopen at 0x7f8af17f0b70, file "f.py", line 535> LOAD_CONST 'TestReopeningRotatingLogfiles.test_filehandler_reopen' MAKE_FUNCTION STORE_NAME test_filehandler_reopen LOAD_CONST <code object test_logfile_reopening at 0x7f8af17f0c90, file "f.py", line 562> LOAD_CONST 'TestReopeningRotatingLogfiles.test_logfile_reopening' MAKE_FUNCTION STORE_NAME test_logfile_reopening LOAD_CONST None RETURN_VALUE LOAD_CONST <code object mkrecord at 0x7f8af17f0ae0, file "f.py", line 536> LOAD_CONST 'TestReopeningRotatingLogfiles.test_filehandler_reopen.<locals>.mkrecord' MAKE_FUNCTION STORE_FAST mkrecord LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD handler_factory LOAD_FAST fn CALL_METHOD STORE_FAST h LOAD_FAST h LOAD_METHOD handle LOAD_FAST mkrecord LOAD_CONST 'message 1' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD move LOAD_FAST fn CALL_METHOD STORE_FAST nfn1 LOAD_FAST h LOAD_METHOD handle LOAD_FAST mkrecord LOAD_CONST 'message 2' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD reopen CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD handle LOAD_FAST mkrecord LOAD_CONST 'message 3' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD move LOAD_FAST fn CALL_METHOD STORE_FAST nfn2 LOAD_FAST h LOAD_METHOD handle LOAD_FAST mkrecord LOAD_CONST 'message 4' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD reopen CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD handle LOAD_FAST mkrecord LOAD_CONST 'message 5' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST h LOAD_METHOD close CALL_METHOD POP_TOP LOAD_GLOBAL read_file LOAD_FAST nfn1 CALL_FUNCTION STORE_FAST text1 LOAD_GLOBAL read_file LOAD_FAST nfn2 CALL_FUNCTION STORE_FAST text2 LOAD_GLOBAL read_file LOAD_FAST fn CALL_FUNCTION STORE_FAST text3 LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 'message 1' LOAD_FAST text1 COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 'message 2' LOAD_FAST text1 COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 'message 3' LOAD_FAST text2 COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 'message 4' LOAD_FAST text2 COMPARE_OP in CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_CONST 'message 5' LOAD_FAST text3 COMPARE_OP in CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'foo.bar' LOAD_GLOBAL logging LOAD_ATTR ERROR LOAD_GLOBAL __file__ LOAD_CONST 42 LOAD_FAST msg LOAD_CONST () LOAD_CONST () BUILD_LIST STORE_FAST args LOAD_GLOBAL logging LOAD_ATTR LogRecord LOAD_FAST args CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD BUILD_TUPLE STORE_FAST paths LOAD_FAST paths LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST paths LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST paths LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST ('path0', 'path1', 'path2') BUILD_CONST_KEY_MAP STORE_FAST d LOAD_FAST self LOAD_ATTR _sampleconfig_template LOAD_FAST d BINARY_MODULO STORE_FAST text LOAD_FAST self LOAD_METHOD get_config LOAD_FAST text CALL_METHOD STORE_FAST conf LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST conf LOAD_ATTR loggers CALL_FUNCTION LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 1' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 2' CALL_METHOD POP_TOP LOAD_GLOBAL loghandler LOAD_METHOD reopenFiles CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 3' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 4' CALL_METHOD POP_TOP LOAD_GLOBAL loghandler LOAD_METHOD reopenFiles CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 5' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 6' CALL_METHOD POP_TOP SETUP_LOOP to 310 LOAD_FAST paths GET_ITER FOR_ITER to 308 STORE_FAST fn LOAD_FAST fn LOAD_CONST '.1' BINARY_ADD STORE_FAST fn1 LOAD_FAST fn LOAD_CONST '.2' BINARY_ADD STORE_FAST fn2 LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn1 CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn1 BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn2 CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn2 BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 378 LOAD_FAST conf LOAD_ATTR loggers GET_ITER FOR_ITER to 376 STORE_FAST logger LOAD_FAST logger CALL_FUNCTION STORE_FAST logger SETUP_LOOP to 372 LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 370 STORE_FAST handler LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST handler CALL_METHOD POP_TOP LOAD_FAST handler LOAD_METHOD close CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestReopeningLogfiles' STORE_NAME __qualname__ LOAD_NAME loghandler LOAD_ATTR FileHandler STORE_NAME handler_factory LOAD_CONST '\n <logger>\n name foo.bar\n <logfile>\n path %(path0)s\n level debug\n </logfile>\n <logfile>\n path %(path1)s\n level info\n </logfile>\n </logger>\n\n <logger>\n name bar.foo\n <logfile>\n path %(path2)s\n level info\n </logfile>\n </logger>\n ' STORE_NAME _sampleconfig_template LOAD_CONST <code object test_logfile_reopening at 0x7f8e2fef40c0, file "f.py", line 618> LOAD_CONST 'TestReopeningLogfiles.test_logfile_reopening' MAKE_FUNCTION STORE_NAME test_logfile_reopening LOAD_CONST <code object test_filehandler_reopen_thread_safety at 0x7f8e2fef41e0, file "f.py", line 650> LOAD_CONST 'TestReopeningLogfiles.test_filehandler_reopen_thread_safety' MAKE_FUNCTION STORE_NAME test_filehandler_reopen_thread_safety LOAD_CONST <code object test_with_logfile_delayed_reopened at 0x7f8e2fef4270, file "f.py", line 665> LOAD_CONST 'TestReopeningLogfiles.test_with_logfile_delayed_reopened' MAKE_FUNCTION STORE_NAME test_with_logfile_delayed_reopened LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD mktemp CALL_METHOD LOAD_DEREF self LOAD_METHOD mktemp CALL_METHOD LOAD_DEREF self LOAD_METHOD mktemp CALL_METHOD BUILD_TUPLE STORE_FAST paths LOAD_FAST paths LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST paths LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST paths LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST ('path0', 'path1', 'path2') BUILD_CONST_KEY_MAP STORE_FAST d LOAD_DEREF self LOAD_ATTR _sampleconfig_template LOAD_FAST d BINARY_MODULO STORE_FAST text LOAD_DEREF self LOAD_METHOD get_config LOAD_FAST text CALL_METHOD STORE_FAST conf LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST conf LOAD_ATTR loggers CALL_FUNCTION LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 1' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 2' CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8af17f0e40, file "f.py", line 630> LOAD_CONST 'TestReopeningLogfiles.test_logfile_reopening.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST paths GET_ITER CALL_FUNCTION STORE_FAST npaths1 LOAD_GLOBAL loghandler LOAD_METHOD reopenFiles CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 3' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 4' CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8af17f0ed0, file "f.py", line 634> LOAD_CONST 'TestReopeningLogfiles.test_logfile_reopening.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST paths GET_ITER CALL_FUNCTION STORE_FAST npaths2 LOAD_GLOBAL loghandler LOAD_METHOD reopenFiles CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 5' CALL_METHOD POP_TOP LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD info LOAD_CONST 'message 6' CALL_METHOD POP_TOP SETUP_LOOP to 282 LOAD_FAST paths GET_ITER FOR_ITER to 280 STORE_FAST fn LOAD_DEREF self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 322 LOAD_FAST npaths1 GET_ITER FOR_ITER to 320 STORE_FAST fn LOAD_DEREF self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 362 LOAD_FAST npaths2 GET_ITER FOR_ITER to 360 STORE_FAST fn LOAD_DEREF self LOAD_METHOD assertTrue LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST fn CALL_METHOD LOAD_CONST '%r must exist' LOAD_FAST fn BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 430 LOAD_FAST conf LOAD_ATTR loggers GET_ITER FOR_ITER to 428 STORE_FAST logger LOAD_FAST logger CALL_FUNCTION STORE_FAST logger SETUP_LOOP to 424 LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 422 STORE_FAST handler LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST handler CALL_METHOD POP_TOP LOAD_FAST handler LOAD_METHOD close CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST fn LOAD_DEREF self LOAD_METHOD move LOAD_FAST fn CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST fn LOAD_DEREF self LOAD_METHOD move LOAD_FAST fn CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD handler_factory LOAD_FAST fn CALL_METHOD STORE_FAST h BUILD_LIST STORE_DEREF calls LOAD_CLOSURE calls BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8af17f0f60, file "f.py", line 655> LOAD_CONST 'TestReopeningLogfiles.test_filehandler_reopen_thread_safety.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST h STORE_ATTR acquire LOAD_CLOSURE calls BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8e2fef4150, file "f.py", line 656> LOAD_CONST 'TestReopeningLogfiles.test_filehandler_reopen_thread_safety.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST h STORE_ATTR release LOAD_FAST h LOAD_METHOD reopen CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_DEREF calls LOAD_CONST 'acquire' LOAD_CONST 'release' BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF calls LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_FAST h LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_DEREF calls LOAD_CONST 'acquire' LOAD_CONST 'acquire' LOAD_CONST 'release' LOAD_CONST 'release' BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF calls LOAD_METHOD append LOAD_CONST 'acquire' CALL_METHOD RETURN_VALUE LOAD_DEREF calls LOAD_METHOD append LOAD_CONST 'release' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD mktemp CALL_METHOD STORE_FAST fn LOAD_FAST self LOAD_METHOD get_config LOAD_CONST '<logger>\n <logfile>\n path %s\n level debug\n delay true\n encoding shift-jis\n </logfile>\n</logger>' LOAD_FAST fn BINARY_MODULO CALL_METHOD STORE_FAST conf LOAD_FAST conf LOAD_ATTR loggers LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST logger LOAD_FAST logger LOAD_ATTR handlers LOAD_CONST 0 BINARY_SUBSCR STORE_FAST logfile LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST logfile LOAD_ATTR delay CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD info LOAD_CONST 'this is a test' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR stream LOAD_ATTR encoding LOAD_CONST 'shift-jis' CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD reopen CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD info LOAD_CONST 'this is another test' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertIsNotNone LOAD_FAST logfile LOAD_ATTR stream CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST logfile LOAD_ATTR stream LOAD_ATTR encoding LOAD_CONST 'shift-jis' CALL_METHOD POP_TOP LOAD_FAST logger LOAD_METHOD removeHandler LOAD_FAST logfile CALL_METHOD POP_TOP LOAD_FAST logfile LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestFunctions' STORE_NAME __qualname__ LOAD_CONST <code object test_log_format_bad_syntax_1 at 0x7f8e2fef4420, file "f.py", line 695> LOAD_CONST 'TestFunctions.test_log_format_bad_syntax_1' MAKE_FUNCTION STORE_NAME test_log_format_bad_syntax_1 LOAD_CONST <code object test_log_format_bad_syntax_2 at 0x7f8e2fef44b0, file "f.py", line 700> LOAD_CONST 'TestFunctions.test_log_format_bad_syntax_2' MAKE_FUNCTION STORE_NAME test_log_format_bad_syntax_2 LOAD_CONST <code object test_log_format_unknown_key at 0x7f8e2fef4540, file "f.py", line 705> LOAD_CONST 'TestFunctions.test_log_format_unknown_key' MAKE_FUNCTION STORE_NAME test_log_format_unknown_key LOAD_CONST <code object test_log_format_ok at 0x7f8e2fef45d0, file "f.py", line 710> LOAD_CONST 'TestFunctions.test_log_format_ok' MAKE_FUNCTION STORE_NAME test_log_format_ok LOAD_CONST <code object test_log_format_func_name at 0x7f8e2fef4660, file "f.py", line 714> LOAD_CONST 'TestFunctions.test_log_format_func_name' MAKE_FUNCTION STORE_NAME test_log_format_func_name LOAD_CONST <code object test_log_format_levelno_integer at 0x7f8e2fef46f0, file "f.py", line 718> LOAD_CONST 'TestFunctions.test_log_format_levelno_integer' MAKE_FUNCTION STORE_NAME test_log_format_levelno_integer LOAD_CONST <code object test_log_format_msecs_float at 0x7f8e2fef4780, file "f.py", line 722> LOAD_CONST 'TestFunctions.test_log_format_msecs_float' MAKE_FUNCTION STORE_NAME test_log_format_msecs_float LOAD_CONST <code object test_log_format_relative_created_float at 0x7f8e2fef4810, file "f.py", line 726> LOAD_CONST 'TestFunctions.test_log_format_relative_created_float' MAKE_FUNCTION STORE_NAME test_log_format_relative_created_float LOAD_CONST <code object test_resolve_deep at 0x7f8e2fef48a0, file "f.py", line 730> LOAD_CONST 'TestFunctions.test_resolve_deep' MAKE_FUNCTION STORE_NAME test_resolve_deep LOAD_CONST <code object test_http_handler_url at 0x7f8e2fef4930, file "f.py", line 743> LOAD_CONST 'TestFunctions.test_http_handler_url' MAKE_FUNCTION STORE_NAME test_http_handler_url LOAD_CONST <code object test_close_files at 0x7f8e2fef4b70, file "f.py", line 760> LOAD_CONST 'TestFunctions.test_close_files' MAKE_FUNCTION STORE_NAME test_close_files LOAD_CONST <code object test_reopen_files_missing_wref at 0x7f8e2fef4c90, file "f.py", line 778> LOAD_CONST 'TestFunctions.test_reopen_files_missing_wref' MAKE_FUNCTION STORE_NAME test_reopen_files_missing_wref LOAD_CONST <code object test_logging_level at 0x7f8e2fef4db0, file "f.py", line 785> LOAD_CONST 'TestFunctions.test_logging_level' MAKE_FUNCTION STORE_NAME test_logging_level LOAD_CONST <code object test_http_method at 0x7f8e2fef4ed0, file "f.py", line 808> LOAD_CONST 'TestFunctions.test_http_method' MAKE_FUNCTION STORE_NAME test_http_method LOAD_CONST <code object test_syslog_facility at 0x7f8e2fef4f60, file "f.py", line 817> LOAD_CONST 'TestFunctions.test_syslog_facility' MAKE_FUNCTION STORE_NAME test_syslog_facility LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 26 STORE_FAST cm LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_CONST '%{no-such-key}s' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION LOAD_CONST 'Invalid log format string %{no-such-key}s' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 26 STORE_FAST cm LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_CONST '%(levelname)' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION LOAD_CONST 'Invalid log format string %(levelname)' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 26 STORE_FAST cm LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_CONST '%(no-such-key)s' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL str LOAD_FAST cm LOAD_ATTR exception CALL_FUNCTION LOAD_CONST 'Invalid log format string %(no-such-key)s' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_CONST '\\n\\t\\b\\f\\r' CALL_METHOD STORE_FAST fmt LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fmt LOAD_CONST '\n\t\x08\x0c\r' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '%(funcName)s' STORE_FAST fmt LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_FAST fmt CALL_METHOD LOAD_FAST fmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '%(levelno)2d' STORE_FAST fmt LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_FAST fmt CALL_METHOD LOAD_FAST fmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '%(msecs)03.0f' STORE_FAST fmt LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_FAST fmt CALL_METHOD LOAD_FAST fmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '%(relativeCreated)+.3f' STORE_FAST fmt LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL handlers LOAD_METHOD log_format LOAD_FAST fmt CALL_METHOD LOAD_FAST fmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST old_mod LOAD_GLOBAL hasattr LOAD_GLOBAL logging LOAD_CONST 'handlers' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL logging DELETE_ATTR handlers LOAD_GLOBAL sys LOAD_ATTR modules LOAD_CONST 'logging.handlers' BINARY_SUBSCR STORE_FAST old_mod LOAD_GLOBAL sys LOAD_ATTR modules LOAD_CONST 'logging.handlers' DELETE_SUBSCR SETUP_FINALLY to 52 LOAD_GLOBAL handlers LOAD_METHOD resolve LOAD_CONST 'logging.handlers' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST old_mod LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST old_mod LOAD_GLOBAL logging STORE_ATTR handlers LOAD_FAST old_mod LOAD_GLOBAL sys LOAD_ATTR modules LOAD_CONST 'logging.handlers' STORE_SUBSCR END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'must be an http' LOAD_GLOBAL handlers LOAD_ATTR http_handler_url LOAD_CONST 'file://foo/baz' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'must specify a location' LOAD_GLOBAL handlers LOAD_ATTR http_handler_url LOAD_CONST 'http://' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'must specify a path' LOAD_GLOBAL handlers LOAD_ATTR http_handler_url LOAD_CONST 'http://server' CALL_METHOD POP_TOP LOAD_GLOBAL handlers LOAD_METHOD http_handler_url LOAD_CONST 'http://server/path;param?q=v#fragment' CALL_METHOD STORE_FAST v LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST v LOAD_CONST ('server', '/path;param?q=v#fragment') CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object F at 0x7f8e2fef4a50, file "f.py", line 761> LOAD_CONST 'F' MAKE_FUNCTION LOAD_CONST 'F' CALL_FUNCTION STORE_FAST F LOAD_FAST F CALL_FUNCTION STORE_DEREF f LOAD_CLOSURE f BUILD_TUPLE LOAD_CONST <code object wr at 0x7f8e2fef4ae0, file "f.py", line 769> LOAD_CONST 'TestFunctions.test_close_files.<locals>.wr' MAKE_FUNCTION STORE_FAST wr LOAD_GLOBAL loghandler LOAD_ATTR _reopenable_handlers LOAD_METHOD append LOAD_FAST wr CALL_METHOD POP_TOP LOAD_GLOBAL loghandler LOAD_METHOD closeFiles CALL_METHOD POP_TOP LOAD_GLOBAL loghandler LOAD_METHOD closeFiles CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_CONST 1 LOAD_DEREF f LOAD_ATTR closed CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestFunctions.test_close_files.<locals>.F' STORE_NAME __qualname__ LOAD_CONST 0 STORE_NAME closed LOAD_CONST <code object close at 0x7f8e2fef49c0, file "f.py", line 764> LOAD_CONST 'TestFunctions.test_close_files.<locals>.F.close' MAKE_FUNCTION STORE_NAME close LOAD_CONST None RETURN_VALUE LOAD_FAST self DUP_TOP LOAD_ATTR closed LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR closed LOAD_CONST None RETURN_VALUE LOAD_DEREF f RETURN_VALUE LOAD_CLOSURE wr BUILD_TUPLE LOAD_CONST <code object wr at 0x7f8e2fef4c00, file "f.py", line 779> LOAD_CONST 'TestFunctions.test_reopen_files_missing_wref.<locals>.wr' MAKE_FUNCTION STORE_DEREF wr LOAD_GLOBAL loghandler LOAD_ATTR _reopenable_handlers LOAD_METHOD append LOAD_DEREF wr CALL_METHOD POP_TOP LOAD_GLOBAL loghandler LOAD_METHOD reopenFiles CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL loghandler LOAD_ATTR _reopenable_handlers LOAD_METHOD remove LOAD_DEREF wr CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL datatypes LOAD_ATTR logging_level STORE_FAST convert SETUP_LOOP to 44 LOAD_CONST ('notset', 'all', 'trace', 'debug', 'blather', 'info', 'warn', 'warning', 'error', 'fatal', 'critical') GET_ITER FOR_ITER to 42 STORE_FAST name LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_FAST name CALL_FUNCTION LOAD_FAST convert LOAD_FAST name LOAD_METHOD upper CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST 'hopefully-not-a-valid-value' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_CONST '10' CALL_FUNCTION LOAD_CONST 10 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST '-1000' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST '-1' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST '51' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST '100' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL handlers LOAD_ATTR get_or_post STORE_FAST convert LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_CONST 'get' CALL_FUNCTION LOAD_CONST 'GET' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_CONST 'GET' CALL_FUNCTION LOAD_CONST 'GET' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_CONST 'post' CALL_FUNCTION LOAD_CONST 'POST' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_CONST 'POST' CALL_FUNCTION LOAD_CONST 'POST' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST '' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST 'foo' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL handlers LOAD_ATTR syslog_facility STORE_FAST convert SETUP_LOOP to 56 LOAD_CONST ('auth', 'authpriv', 'cron', 'daemon', 'kern', 'lpr', 'mail', 'news', 'security', 'syslog', 'user', 'uucp', 'local0', 'local1', 'local2', 'local3', 'local4', 'local5', 'local6', 'local7') GET_ITER FOR_ITER to 54 STORE_FAST name LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_FAST name CALL_FUNCTION LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST convert LOAD_FAST name LOAD_METHOD upper CALL_METHOD CALL_FUNCTION LOAD_FAST name CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError LOAD_FAST convert LOAD_CONST 'hopefully-never-a-valid-value' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestStartupHandler' STORE_NAME __qualname__ LOAD_CONST <code object test_buffer at 0x7f8af17d6150, file "f.py", line 847> LOAD_CONST 'TestStartupHandler.test_buffer' MAKE_FUNCTION STORE_NAME test_buffer LOAD_CONST None RETURN_VALUE LOAD_GLOBAL loghandler LOAD_METHOD StartupHandler CALL_METHOD STORE_FAST handler LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST handler LOAD_METHOD shouldFlush LOAD_CONST None CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL maxsize LOAD_FAST handler LOAD_ATTR capacity CALL_METHOD POP_TOP BUILD_LIST STORE_DEREF records LOAD_CLOSURE records BUILD_TUPLE LOAD_CONST <code object handle at 0x7f8af17d60c0, file "f.py", line 854> LOAD_CONST 'TestStartupHandler.test_buffer.<locals>.handle' MAKE_FUNCTION STORE_FAST handle LOAD_FAST handle LOAD_FAST handle STORE_ATTR handle LOAD_FAST handler LOAD_METHOD flushBufferTo LOAD_FAST handle CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual BUILD_LIST LOAD_DEREF records CALL_METHOD POP_TOP LOAD_FAST handler LOAD_ATTR buffer LOAD_METHOD append LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST handler LOAD_METHOD flushBufferTo LOAD_FAST handle CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_CONST 1 BUILD_LIST LOAD_DEREF records CALL_METHOD POP_TOP LOAD_FAST handle DELETE_ATTR handle LOAD_CONST None RETURN_VALUE LOAD_DEREF records LOAD_METHOD append LOAD_FAST record CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL unittest LOAD_METHOD TestSuite LOAD_GLOBAL unittest LOAD_ATTR defaultTestLoader LOAD_METHOD loadTestsFromName LOAD_GLOBAL __name__ CALL_METHOD LOAD_GLOBAL doctest LOAD_METHOD DocTestSuite CALL_METHOD BUILD_LIST CALL_METHOD RETURN_VALUE
"""Tests for logging configuration via ZConfig.""" import doctest import logging import os import sys import unittest from io import StringIO from sys import maxsize import ZConfig import ZConfig.components.logger.tests.support import ZConfig.tests.support from ZConfig.components.logger import datatypes from ZConfig.components.logger import handlers from ZConfig.components.logger import loghandler class CustomFormatter(logging.Formatter): def formatException(self, ei): """Format and return the exception information as a string. This adds helpful advice to the end of the traceback. """ import traceback sio = StringIO() traceback.print_exception(ei[0], ei[1], ei[2], file=sio) return sio.getvalue() + "... Don't panic!" def read_file(filename): with open(filename) as f: return f.read() class TestConfig( ZConfig.components.logger.tests.support.LoggingTestHelper, unittest.TestCase ): _schematext = """ <schema> <import package='ZConfig.components.logger'/> <section type='eventlog' name='*' attribute='eventlog'/> </schema> """ def test_config_without_logger(self): conf = self.get_config("") self.assertTrue(conf.eventlog is None) def test_config_without_handlers(self): logger = self.check_simple_logger("<eventlog/>") self.assertEqual(len(logger.handlers), 1) self.assertTrue(isinstance(logger.handlers[0], loghandler.NullHandler)) logger.handlers[0].emit(None) logger.handlers[0].handle(None) def test_factory_without_stream(self): factory = self.check_simple_logger_factory( "<eventlog>\n" " <logfile>\n" " path STDERR\n" " </logfile>\n" " <logfile>\n" " path STDERR\n" " level info\n" " </logfile>\n" " <logfile>\n" " path STDERR\n" " level debug\n" " </logfile>\n" "</eventlog>" ) factory.startup() logger = factory.instance factory.level = logging.NOTSET self.assertEqual(factory.getLowestHandlerLevel(), logging.DEBUG) logger.handlers[0].reopen = lambda: None factory.reopen() def test_with_logfile(self): fn = self.mktemp() logger = self.check_simple_logger( "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " </logfile>\n" "</eventlog>" % fn ) logfile = logger.handlers[0] self.assertEqual(logfile.level, logging.DEBUG) self.assertTrue(isinstance(logfile, loghandler.FileHandler)) self.assertFalse(logfile.delay) self.assertIsNotNone(logfile.stream) logger.removeHandler(logfile) logfile.close() def test_with_encoded(self): fn = self.mktemp() logger = self.check_simple_logger( "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " encoding shift-jis\n" " </logfile>\n" "</eventlog>" % fn ) logfile = logger.handlers[0] self.assertEqual(logfile.level, logging.DEBUG) self.assertTrue(isinstance(logfile, loghandler.FileHandler)) self.assertFalse(logfile.delay) self.assertIsNotNone(logfile.stream) self.assertEqual(logfile.stream.encoding, "shift-jis") logger.removeHandler(logfile) logfile.close() def test_with_logfile_delayed(self): fn = self.mktemp() logger = self.check_simple_logger( "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " delay true\n" " </logfile>\n" "</eventlog>" % fn ) logfile = logger.handlers[0] self.assertEqual(logfile.level, logging.DEBUG) self.assertTrue(isinstance(logfile, loghandler.FileHandler)) self.assertTrue(logfile.delay) self.assertIsNone(logfile.stream) logger.info("this is a test") self.assertIsNotNone(logfile.stream) logger.removeHandler(logfile) logfile.close() def test_with_stderr(self): self.check_standard_stream("stderr") def test_with_stdout(self): self.check_standard_stream("stdout") def test_delayed_stderr(self): self.check_standard_stream_cannot_delay("stderr") def test_delayed_stdout(self): self.check_standard_stream_cannot_delay("stdout") def test_encoded_stderr(self): self.check_standard_stream_cannot_encode("stderr") def test_encoded_stdout(self): self.check_standard_stream_cannot_encode("stdout") def test_with_rotating_logfile(self): fn = self.mktemp() logger = self.check_simple_logger( "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " max-size 5mb\n" " old-files 10\n" " </logfile>\n" "</eventlog>" % fn ) logfile = logger.handlers[0] self.assertEqual(logfile.level, logging.DEBUG) self.assertEqual(logfile.backupCount, 10) self.assertEqual(logfile.maxBytes, 5 * 1024 * 1024) self.assertTrue(isinstance(logfile, loghandler.RotatingFileHandler)) logger.removeHandler(logfile) logfile.close() def test_with_timed_rotating_logfile(self): fn = self.mktemp() logger = self.check_simple_logger( "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " when D\n" " interval 3\n" " old-files 11\n" " </logfile>\n" "</eventlog>" % fn ) logfile = logger.handlers[0] self.assertEqual(logfile.level, logging.DEBUG) self.assertEqual(logfile.backupCount, 11) self.assertEqual(logfile.interval, 86400 * 3) self.assertIsInstance(logfile, loghandler.TimedRotatingFileHandler) logger.removeHandler(logfile) logfile.close() def test_with_timed_rotating_logfile_and_size_should_fail(self): fn = self.mktemp() self.assertRaises( ZConfig.DataConversionError, self.check_simple_logger_factory, "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " max-size 5mb\n" " when D\n" " old-files 10\n" " </logfile>\n" "</eventlog>" % fn, ) self.assertRaisesRegex( ZConfig.DataConversionError, "old-files must be set", self.check_simple_logger_factory, "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " max-size 5mb\n" " when D\n" " </logfile>\n" "</eventlog>" % fn, ) self.assertRaisesRegex( ZConfig.DataConversionError, "max-bytes or when must be set", self.check_simple_logger_factory, "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " interval 1\n" " old-files 10\n" " </logfile>\n" "</eventlog>" % fn, ) def test_with_rotating_logfile_and_STD_should_fail(self): for path in ("STDERR", "STDOUT"): for param in ("old-files 10", "max-size 5mb"): self.assertRaises( ZConfig.DataConversionError, self.check_simple_logger_factory, "<eventlog>\n" " <logfile>\n" " path %s\n" " level debug\n" " when D\n" " %s\n" " </logfile>\n" "</eventlog>" % (path, param), ) def check_standard_stream(self, name): old_stream = getattr(sys, name) conf = self.get_config( """ <eventlog> <logfile> level info path %s </logfile> </eventlog> """ % name.upper() ) self.assertTrue(conf.eventlog is not None) sio = StringIO() setattr(sys, name, sio) try: logger = conf.eventlog() finally: setattr(sys, name, old_stream) logger.warning("woohoo!") self.assertIs(logger.handlers[0].stream, sio) self.assertTrue(sio.getvalue().find("woohoo!") >= 0) def check_standard_stream_cannot_delay(self, name): with self.assertRaises(ZConfig.DataConversionError) as cm: self.get_config( """ <eventlog> <logfile> level info path %s delay true </logfile> </eventlog> """ % name.upper() ) self.assertIn("cannot delay opening %s" % name.upper(), str(cm.exception)) def check_standard_stream_cannot_encode(self, name): with self.assertRaises(ZConfig.DataConversionError) as cm: self.get_config( """ <eventlog> <logfile> level info path %s encoding utf-8 </logfile> </eventlog> """ % name.upper() ) self.assertIn( "cannot specify encoding for %s" % name.upper(), str(cm.exception) ) def test_custom_formatter(self): clsname = __name__ + ".CustomFormatter" old_stream = sys.stdout sio = StringIO() sys.stdout = sio try: conf = self.get_config( """ <eventlog> <logfile> formatter %s level info path STDOUT </logfile> </eventlog> """ % clsname ) logger = conf.eventlog() finally: sys.stdout = old_stream try: raise KeyError except KeyError: logger.exception("testing a KeyError") self.assertTrue(sio.getvalue().find("KeyError") >= 0) self.assertTrue(sio.getvalue().find("Don't panic") >= 0) def test_with_syslog(self): logger = self.check_simple_logger( "<eventlog>\n" " <syslog>\n" " level error\n" " facility local3\n" " </syslog>\n" "</eventlog>" ) syslog = logger.handlers[0] self.assertEqual(syslog.level, logging.ERROR) self.assertTrue(isinstance(syslog, loghandler.SysLogHandler)) syslog.close() # avoid ResourceWarning def test_with_http_logger_localhost(self): logger = self.check_simple_logger( "<eventlog>\n" " <http-logger>\n" " level error\n" " method post\n" " </http-logger>\n" "</eventlog>" ) handler = logger.handlers[0] self.assertEqual(handler.host, "localhost") self.assertEqual(handler.url, "/") self.assertEqual(handler.level, logging.ERROR) self.assertEqual(handler.method, "POST") self.assertTrue(isinstance(handler, loghandler.HTTPHandler)) def test_with_http_logger_remote_host(self): logger = self.check_simple_logger( "<eventlog>\n" " <http-logger>\n" " method get\n" " url http://example.com/log/\n" " </http-logger>\n" "</eventlog>" ) handler = logger.handlers[0] self.assertEqual(handler.host, "example.com") self.assertEqual(handler.url, "/log/") self.assertEqual(handler.level, logging.NOTSET) self.assertEqual(handler.method, "GET") self.assertTrue(isinstance(handler, loghandler.HTTPHandler)) def test_with_email_notifier(self): logger = self.check_simple_logger( "<eventlog>\n" " <email-notifier>\n" " to [email protected]\n" " to [email protected]\n" " from [email protected]\n" " level fatal\n" " </email-notifier>\n" "</eventlog>" ) handler = logger.handlers[0] self.assertEqual( handler.toaddrs, ["[email protected]", "[email protected]"] ) self.assertEqual(handler.fromaddr, "[email protected]") self.assertEqual(handler.level, logging.FATAL) def test_with_email_notifier_with_credentials(self): logger = self.check_simple_logger( "<eventlog>\n" " <email-notifier>\n" " to [email protected]\n" " from [email protected]\n" " level fatal\n" " smtp-server foo:487\n" " smtp-username john\n" " smtp-password johnpw\n" " </email-notifier>\n" "</eventlog>" ) handler = logger.handlers[0] self.assertEqual(handler.toaddrs, ["[email protected]"]) self.assertEqual(handler.fromaddr, "[email protected]") self.assertEqual(handler.fromaddr, "[email protected]") self.assertEqual(handler.level, logging.FATAL) self.assertEqual(handler.username, "john") self.assertEqual(handler.password, "johnpw") self.assertEqual(handler.mailhost, "foo") self.assertEqual(handler.mailport, 487) def test_with_email_notifier_with_invalid_credentials(self): with self.assertRaises(ZConfig.DataConversionError) as cm: self.check_simple_logger_factory( "<eventlog>\n" " <email-notifier>\n" " to [email protected]\n" " from [email protected]\n" " level fatal\n" " smtp-username john\n" " </email-notifier>\n" "</eventlog>" ) self.assertIn( "both smtp-username and smtp-password or none must be given", str(cm.exception), ) with self.assertRaises(ZConfig.DataConversionError) as cm: self.check_simple_logger_factory( "<eventlog>\n" " <email-notifier>\n" " to [email protected]\n" " from [email protected]\n" " level fatal\n" " smtp-password john\n" " </email-notifier>\n" "</eventlog>" ) self.assertIn( "both smtp-username and smtp-password or none must be given", str(cm.exception), ) def check_simple_logger_factory(self, text, level=logging.INFO): conf = self.get_config(text) self.assertTrue(conf.eventlog is not None) self.assertEqual(conf.eventlog.level, level) return conf.eventlog def check_simple_logger(self, text, level=logging.INFO): logger = self.check_simple_logger_factory(text, level)() self.assertTrue(isinstance(logger, logging.Logger)) self.assertEqual(len(logger.handlers), 1) return logger if os.name == "nt": _RotateTestBase = object else: _RotateTestBase = unittest.TestCase class TestReopeningRotatingLogfiles( ZConfig.components.logger.tests.support.LoggingTestHelper, _RotateTestBase ): handler_factory = loghandler.RotatingFileHandler _schematext = """ <schema> <import package='ZConfig.components.logger'/> <multisection type='logger' name='*' attribute='loggers'/> </schema> """ _sampleconfig_template = """ <logger> name foo.bar <logfile> path %(path0)s level debug max-size 1mb old-files 10 </logfile> <logfile> path %(path1)s level info max-size 1mb old-files 3 </logfile> <logfile> path %(path1)s level info when D old-files 3 </logfile> </logger> <logger> name bar.foo <logfile> path %(path2)s level info max-size 10mb old-files 10 </logfile> </logger> """ def test_filehandler_reopen(self): def mkrecord(msg): args = ["foo.bar", logging.ERROR, __file__, 42, msg, (), ()] return logging.LogRecord(*args) fn = self.mktemp() h = self.handler_factory(fn) h.handle(mkrecord("message 1")) nfn1 = self.move(fn) h.handle(mkrecord("message 2")) h.reopen() h.handle(mkrecord("message 3")) nfn2 = self.move(fn) h.handle(mkrecord("message 4")) h.reopen() h.handle(mkrecord("message 5")) h.close() text1 = read_file(nfn1) text2 = read_file(nfn2) text3 = read_file(fn) self.assertTrue("message 1" in text1) self.assertTrue("message 2" in text1) self.assertTrue("message 3" in text2) self.assertTrue("message 4" in text2) self.assertTrue("message 5" in text3) def test_logfile_reopening(self): paths = self.mktemp(), self.mktemp(), self.mktemp() d = { "path0": paths[0], "path1": paths[1], "path2": paths[2], } text = self._sampleconfig_template % d conf = self.get_config(text) self.assertEqual(len(conf.loggers), 2) conf.loggers[0]().info("message 1") conf.loggers[1]().info("message 2") loghandler.reopenFiles() conf.loggers[0]().info("message 3") conf.loggers[1]().info("message 4") loghandler.reopenFiles() conf.loggers[0]().info("message 5") conf.loggers[1]().info("message 6") for fn in paths: fn1 = fn + ".1" fn2 = fn + ".2" self.assertTrue(os.path.isfile(fn), "%r must exist" % fn) self.assertTrue(os.path.isfile(fn1), "%r must exist" % fn1) self.assertTrue(os.path.isfile(fn2), "%r must exist" % fn2) for logger in conf.loggers: logger = logger() for handler in logger.handlers[:]: logger.removeHandler(handler) handler.close() class TestReopeningLogfiles(TestReopeningRotatingLogfiles): handler_factory = loghandler.FileHandler _sampleconfig_template = """ <logger> name foo.bar <logfile> path %(path0)s level debug </logfile> <logfile> path %(path1)s level info </logfile> </logger> <logger> name bar.foo <logfile> path %(path2)s level info </logfile> </logger> """ def test_logfile_reopening(self): paths = self.mktemp(), self.mktemp(), self.mktemp() d = { "path0": paths[0], "path1": paths[1], "path2": paths[2], } text = self._sampleconfig_template % d conf = self.get_config(text) self.assertEqual(len(conf.loggers), 2) conf.loggers[0]().info("message 1") conf.loggers[1]().info("message 2") npaths1 = [self.move(fn) for fn in paths] loghandler.reopenFiles() conf.loggers[0]().info("message 3") conf.loggers[1]().info("message 4") npaths2 = [self.move(fn) for fn in paths] loghandler.reopenFiles() conf.loggers[0]().info("message 5") conf.loggers[1]().info("message 6") for fn in paths: self.assertTrue(os.path.isfile(fn), "%r must exist" % fn) for fn in npaths1: self.assertTrue(os.path.isfile(fn), "%r must exist" % fn) for fn in npaths2: self.assertTrue(os.path.isfile(fn), "%r must exist" % fn) for logger in conf.loggers: logger = logger() for handler in logger.handlers[:]: logger.removeHandler(handler) handler.close() def test_filehandler_reopen_thread_safety(self): fn = self.mktemp() h = self.handler_factory(fn) calls = [] h.acquire = lambda: calls.append("acquire") h.release = lambda: calls.append("release") h.reopen() self.assertEqual(calls, ["acquire", "release"]) del calls[:] h.close() self.assertEqual(calls, ["acquire", "acquire", "release", "release"]) def test_with_logfile_delayed_reopened(self): fn = self.mktemp() conf = self.get_config( "<logger>\n" " <logfile>\n" " path %s\n" " level debug\n" " delay true\n" " encoding shift-jis\n" " </logfile>\n" "</logger>" % fn ) logger = conf.loggers[0]() logfile = logger.handlers[0] self.assertTrue(logfile.delay) self.assertIsNone(logfile.stream) logger.info("this is a test") self.assertIsNotNone(logfile.stream) self.assertEqual(logfile.stream.encoding, "shift-jis") logfile.reopen() self.assertIsNone(logfile.stream) logger.info("this is another test") self.assertIsNotNone(logfile.stream) self.assertEqual(logfile.stream.encoding, "shift-jis") logger.removeHandler(logfile) logfile.close() class TestFunctions(ZConfig.tests.support.TestHelper, unittest.TestCase): def test_log_format_bad_syntax_1(self): with self.assertRaises(ValueError) as cm: handlers.log_format("%{no-such-key}s") self.assertEqual(str(cm.exception), "Invalid log format string %{no-such-key}s") def test_log_format_bad_syntax_2(self): with self.assertRaises(ValueError) as cm: handlers.log_format("%(levelname)") self.assertEqual(str(cm.exception), "Invalid log format string %(levelname)") def test_log_format_unknown_key(self): with self.assertRaises(ValueError) as cm: handlers.log_format("%(no-such-key)s") self.assertEqual(str(cm.exception), "Invalid log format string %(no-such-key)s") def test_log_format_ok(self): fmt = handlers.log_format(r"\n\t\b\f\r") self.assertEqual(fmt, "\n\t\b\f\r") def test_log_format_func_name(self): fmt = "%(funcName)s" self.assertEqual(handlers.log_format(fmt), fmt) def test_log_format_levelno_integer(self): fmt = "%(levelno)2d" self.assertEqual(handlers.log_format(fmt), fmt) def test_log_format_msecs_float(self): fmt = "%(msecs)03.0f" self.assertEqual(handlers.log_format(fmt), fmt) def test_log_format_relative_created_float(self): fmt = "%(relativeCreated)+.3f" self.assertEqual(handlers.log_format(fmt), fmt) def test_resolve_deep(self): old_mod = None if hasattr(logging, "handlers"): del logging.handlers old_mod = sys.modules["logging.handlers"] del sys.modules["logging.handlers"] try: handlers.resolve("logging.handlers") finally: if old_mod is not None: logging.handlers = old_mod sys.modules["logging.handlers"] = old_mod def test_http_handler_url(self): self.assertRaisesRegex( ValueError, "must be an http", handlers.http_handler_url, "file://foo/baz" ) self.assertRaisesRegex( ValueError, "must specify a location", handlers.http_handler_url, "http://" ) self.assertRaisesRegex( ValueError, "must specify a path", handlers.http_handler_url, "http://server", ) v = handlers.http_handler_url("http://server/path;param?q=v#fragment") self.assertEqual(v, ("server", "/path;param?q=v#fragment")) def test_close_files(self): class F: closed = 0 def close(self): self.closed += 1 f = F() def wr(): return f loghandler._reopenable_handlers.append(wr) loghandler.closeFiles() loghandler.closeFiles() self.assertEqual(1, f.closed) def test_reopen_files_missing_wref(self): def wr(): loghandler._reopenable_handlers.remove(wr) loghandler._reopenable_handlers.append(wr) loghandler.reopenFiles() def test_logging_level(self): convert = datatypes.logging_level for name in [ "notset", "all", "trace", "debug", "blather", "info", "warn", "warning", "error", "fatal", "critical", ]: self.assertEqual(convert(name), convert(name.upper())) self.assertRaises(ValueError, convert, "hopefully-not-a-valid-value") self.assertEqual(convert("10"), 10) self.assertRaises(ValueError, convert, "-1000") self.assertRaises(ValueError, convert, "-1") self.assertRaises(ValueError, convert, "51") self.assertRaises(ValueError, convert, "100") def test_http_method(self): convert = handlers.get_or_post self.assertEqual(convert("get"), "GET") self.assertEqual(convert("GET"), "GET") self.assertEqual(convert("post"), "POST") self.assertEqual(convert("POST"), "POST") self.assertRaises(ValueError, convert, "") self.assertRaises(ValueError, convert, "foo") def test_syslog_facility(self): convert = handlers.syslog_facility for name in [ "auth", "authpriv", "cron", "daemon", "kern", "lpr", "mail", "news", "security", "syslog", "user", "uucp", "local0", "local1", "local2", "local3", "local4", "local5", "local6", "local7", ]: self.assertEqual(convert(name), name) self.assertEqual(convert(name.upper()), name) self.assertRaises(ValueError, convert, "hopefully-never-a-valid-value") class TestStartupHandler(unittest.TestCase): def test_buffer(self): handler = loghandler.StartupHandler() self.assertFalse(handler.shouldFlush(None)) self.assertEqual(maxsize, handler.capacity) records = [] def handle(record): records.append(record) handle.handle = handle handler.flushBufferTo(handle) self.assertEqual([], records) handler.buffer.append(1) handler.flushBufferTo(handle) self.assertEqual([1], records) del handle.handle def test_logger_convenience_function_and_ommiting_name_to_get_root_logger(): """ The ZConfig.loggers function can be used to configure one or more loggers. We'll configure the rot logger and a non-root logger. >>> old_level = logging.getLogger().getEffectiveLevel() >>> old_handler_count = len(logging.getLogger().handlers) >>> ZConfig.configureLoggers(''' ... <logger> ... level INFO ... <logfile> ... PATH STDOUT ... format root %(levelname)s %(name)s %(message)s ... </logfile> ... </logger> ... ... <logger> ... name ZConfig.TEST ... level DEBUG ... <logfile> ... PATH STDOUT ... format test %(levelname)s %(name)s %(message)s ... </logfile> ... </logger> ... ''') >>> logging.getLogger('ZConfig.TEST').debug('test message') test DEBUG ZConfig.TEST test message root DEBUG ZConfig.TEST test message >>> logging.getLogger().getEffectiveLevel() == logging.INFO True >>> len(logging.getLogger().handlers) == old_handler_count + 1 True >>> logging.getLogger('ZConfig.TEST').getEffectiveLevel() == logging.DEBUG True >>> len(logging.getLogger('ZConfig.TEST').handlers) == 1 True .. cleanup >>> logging.getLogger('ZConfig.TEST').setLevel(logging.NOTSET) >>> logging.getLogger('ZConfig.TEST').removeHandler( ... logging.getLogger('ZConfig.TEST').handlers[-1]) >>> logging.getLogger().setLevel(old_level) >>> logging.getLogger().removeHandler(logging.getLogger().handlers[-1]) """ def test_suite(): return unittest.TestSuite( [unittest.defaultTestLoader.loadTestsFromName(__name__), doctest.DocTestSuite()] ) if __name__ == "__main__": unittest.main(defaultTest="test_suite")
data/ZConfig-4.0/src/ZConfig/components/logger/tests/test_logger.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME gc STORE_NAME gc LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('namedtuple',) IMPORT_NAME collections IMPORT_FROM namedtuple STORE_NAME namedtuple POP_TOP LOAD_CONST 0 LOAD_CONST ('dataclass', 'field') IMPORT_NAME dataclasses IMPORT_FROM dataclass STORE_NAME dataclass IMPORT_FROM field STORE_NAME field POP_TOP LOAD_CONST 0 LOAD_CONST ('partial',) IMPORT_NAME functools IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST ('Callable', 'Optional', 'Sequence', 'Union') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 0 LOAD_CONST ('rearrange', 'repeat') IMPORT_NAME einops IMPORT_FROM rearrange STORE_NAME rearrange IMPORT_FROM repeat STORE_NAME repeat POP_TOP LOAD_CONST 0 LOAD_CONST ('Tensor',) IMPORT_NAME torch IMPORT_FROM Tensor STORE_NAME Tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('ProfilerActivity', 'profile', 'record_function') IMPORT_NAME torch.profiler IMPORT_FROM ProfilerActivity STORE_NAME ProfilerActivity IMPORT_FROM profile STORE_NAME profile IMPORT_FROM record_function STORE_NAME record_function POP_TOP LOAD_CONST 0 LOAD_CONST ('GreedySearchDecoderOnlyOutput', 'SampleDecoderOnlyOutput') IMPORT_NAME transformers.generation IMPORT_FROM GreedySearchDecoderOnlyOutput STORE_NAME GreedySearchDecoderOnlyOutput IMPORT_FROM SampleDecoderOnlyOutput STORE_NAME SampleDecoderOnlyOutput POP_TOP LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object InferenceParams at 0x7faa75f5df60, file "f.py", line 19> LOAD_CONST 'InferenceParams' MAKE_FUNCTION LOAD_CONST 'InferenceParams' CALL_FUNCTION CALL_FUNCTION STORE_NAME InferenceParams LOAD_CONST <code object modify_logits_for_top_k_filtering at 0x7faa75f5ddb0, file "f.py", line 39> LOAD_CONST 'modify_logits_for_top_k_filtering' MAKE_FUNCTION STORE_NAME modify_logits_for_top_k_filtering LOAD_CONST <code object modify_logits_for_top_p_filtering at 0x7faa8c2aba50, file "f.py", line 45> LOAD_CONST 'modify_logits_for_top_p_filtering' MAKE_FUNCTION STORE_NAME modify_logits_for_top_p_filtering LOAD_CONST (1, 0.0, 1.0) LOAD_CONST <code object sample at 0x7faa8c2ab300, file "f.py", line 58> LOAD_CONST 'sample' MAKE_FUNCTION STORE_NAME sample LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST (1, 0.0, 1.0, None, None, None, 1, False, False) LOAD_CONST <code object decode at 0x7faa8c2ab150, file "f.py", line 88> LOAD_CONST 'decode' MAKE_FUNCTION CALL_FUNCTION STORE_NAME decode LOAD_CONST (1, 0.0, 1.0) LOAD_CONST <code object sample_speculative at 0x7faa8c2ab1e0, file "f.py", line 205> LOAD_CONST 'sample_speculative' MAKE_FUNCTION STORE_NAME sample_speculative LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST (3, 1, 0.0, 1.0, None, None, 1, False, False, False) LOAD_CONST <code object decode_speculative at 0x7faa8c2ab8a0, file "f.py", line 268> LOAD_CONST 'decode_speculative' MAKE_FUNCTION CALL_FUNCTION STORE_NAME decode_speculative LOAD_BUILD_CLASS LOAD_CONST <code object GenerationMixin at 0x7faa8c2ab270, file "f.py", line 556> LOAD_CONST 'GenerationMixin' MAKE_FUNCTION LOAD_CONST 'GenerationMixin' CALL_FUNCTION STORE_NAME GenerationMixin LOAD_NAME torch LOAD_ATTR float16 BUILD_TUPLE LOAD_NAME Union LOAD_NAME int LOAD_NAME Sequence BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('layers',) BUILD_CONST_KEY_MAP LOAD_CONST <code object allocate_inference_cache at 0x7faa8c2abae0, file "f.py", line 585> LOAD_CONST 'allocate_inference_cache' MAKE_FUNCTION STORE_NAME allocate_inference_cache LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object DecodingCGCache at 0x7faa8c2abc90, file "f.py", line 605> LOAD_CONST 'DecodingCGCache' MAKE_FUNCTION LOAD_CONST 'DecodingCGCache' CALL_FUNCTION CALL_FUNCTION STORE_NAME DecodingCGCache LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST ((1,), 1, None, 2) LOAD_CONST <code object update_graph_cache at 0x7faa8c2ab930, file "f.py", line 617> LOAD_CONST 'update_graph_cache' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_graph_cache LOAD_CONST (1, None, 2) LOAD_CONST <code object capture_graph at 0x7faa8c2ab0c0, file "f.py", line 697> LOAD_CONST 'capture_graph' MAKE_FUNCTION STORE_NAME capture_graph LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InferenceParams' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Inference parameters that are passed to the main model in order\n to efficienly calculate and store the context during inference.' STORE_NAME __doc__ LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_seqlen' STORE_SUBSCR LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_batch_size' STORE_SUBSCR LOAD_CONST 0 STORE_NAME seqlen_offset LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'seqlen_offset' STORE_SUBSCR LOAD_CONST 0 STORE_NAME batch_size_offset LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'batch_size_offset' STORE_SUBSCR LOAD_NAME field LOAD_NAME dict LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME key_value_memory_dict LOAD_NAME dict LOAD_NAME __annotations__ LOAD_CONST 'key_value_memory_dict' STORE_SUBSCR LOAD_CONST None STORE_NAME lengths_per_sample LOAD_NAME Optional LOAD_NAME Tensor BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'lengths_per_sample' STORE_SUBSCR LOAD_CONST <code object reset at 0x7faa75f5dd20, file "f.py", line 31> LOAD_CONST 'InferenceParams.reset' MAKE_FUNCTION STORE_NAME reset LOAD_CONST None RETURN_VALUE LOAD_FAST max_seqlen LOAD_FAST self STORE_ATTR max_seqlen LOAD_FAST max_batch_size LOAD_FAST self STORE_ATTR max_batch_size LOAD_CONST 0 LOAD_FAST self STORE_ATTR seqlen_offset LOAD_FAST self LOAD_ATTR lengths_per_sample LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR lengths_per_sample LOAD_METHOD zero_ CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST logits LOAD_GLOBAL torch LOAD_METHOD topk LOAD_FAST logits LOAD_FAST top_k CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST (Ellipsis, -1, None) BINARY_SUBSCR COMPARE_OP < STORE_FAST indices_to_remove LOAD_FAST logits LOAD_METHOD masked_fill_ LOAD_FAST indices_to_remove LOAD_GLOBAL float LOAD_CONST '-Inf' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR sort LOAD_FAST logits LOAD_CONST False LOAD_CONST ('descending',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST sorted_logits STORE_FAST sorted_indices LOAD_FAST sorted_logits LOAD_ATTR softmax LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR cumsum LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cumulative_probs LOAD_FAST cumulative_probs LOAD_CONST 1 LOAD_FAST top_p BINARY_SUBTRACT COMPARE_OP <= STORE_FAST sorted_indices_to_remove LOAD_FAST sorted_indices_to_remove LOAD_METHOD scatter LOAD_CONST 1 LOAD_FAST sorted_indices LOAD_FAST sorted_indices_to_remove CALL_METHOD STORE_FAST indices_to_remove LOAD_FAST logits LOAD_METHOD masked_fill_ LOAD_FAST indices_to_remove LOAD_GLOBAL float LOAD_CONST '-inf' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST top_k LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_ATTR argmax LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'top-p should be in (0, 1].' CALL_FUNCTION RAISE_VARARGS LOAD_FAST top_k LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL min LOAD_FAST top_k LOAD_FAST logits LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_FUNCTION STORE_FAST top_k LOAD_GLOBAL torch LOAD_ATTR topk LOAD_FAST logits LOAD_FAST top_k LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logits_top STORE_FAST indices LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits_top LOAD_FAST temperature INPLACE_TRUE_DIVIDE STORE_FAST logits_top LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_top LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_FAST indices LOAD_GLOBAL torch LOAD_ATTR arange LOAD_FAST indices LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST indices LOAD_ATTR device LOAD_CONST ('device',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_top LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 194 LOAD_FAST logits LOAD_METHOD clone CALL_METHOD STORE_FAST logits_top LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_top LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_top LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_DEREF batch_size STORE_FAST seqlen_og LOAD_DEREF teacher_outputs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF teacher_outputs LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR JUMP_FORWARD to 30 LOAD_CONST 0 STORE_DEREF teacher_output_len LOAD_DEREF cg POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_DEREF model LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_DEREF model STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_DEREF model LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_DEREF batch_size LOAD_FAST seqlen_og LOAD_DEREF max_length LOAD_FAST tensor_parallel LOAD_CONST ('tensor_parallel',) CALL_FUNCTION LOAD_DEREF model STORE_ATTR _decoding_cache LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params LOAD_FAST inference_params LOAD_METHOD reset LOAD_DEREF max_length LOAD_DEREF batch_size CALL_METHOD POP_TOP JUMP_FORWARD to 110 LOAD_GLOBAL InferenceParams LOAD_DEREF max_length LOAD_DEREF batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params LOAD_CLOSURE batch_size LOAD_CLOSURE cg LOAD_CLOSURE model LOAD_CLOSURE vocab_size BUILD_TUPLE LOAD_CONST <code object get_logits at 0x7faa8c2abdb0, file "f.py", line 138> LOAD_CONST 'decode.<locals>.get_logits' MAKE_FUNCTION STORE_FAST get_logits LOAD_CLOSURE teacher_output_len LOAD_CLOSURE teacher_outputs LOAD_CLOSURE temperature LOAD_CLOSURE top_k LOAD_CLOSURE top_p BUILD_TUPLE LOAD_CONST <code object sample_tokens at 0x7faa8c2ab390, file "f.py", line 162> LOAD_CONST 'decode.<locals>.sample_tokens' MAKE_FUNCTION STORE_FAST sample_tokens LOAD_CLOSURE eos_token_id LOAD_CLOSURE max_length BUILD_TUPLE LOAD_CONST <code object should_stop at 0x7faa8c2ab420, file "f.py", line 172> LOAD_CONST 'decode.<locals>.should_stop' MAKE_FUNCTION STORE_FAST should_stop LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR Event LOAD_FAST enable_timing LOAD_CONST ('enable_timing',) CALL_FUNCTION STORE_FAST start LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR Event LOAD_FAST enable_timing LOAD_CONST ('enable_timing',) CALL_FUNCTION STORE_FAST end LOAD_FAST enable_timing POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_FAST start LOAD_METHOD record CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST input_ids BUILD_LIST ROT_TWO STORE_FAST scores STORE_FAST sequences SETUP_LOOP to 318 LOAD_FAST should_stop LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST scores LOAD_METHOD append LOAD_FAST get_logits LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST sequences LOAD_METHOD append LOAD_FAST sample_tokens LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST end LOAD_METHOD record CALL_METHOD POP_TOP LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'Prompt processing + decoding time: ' LOAD_FAST start LOAD_METHOD elapsed_time LOAD_FAST end CALL_METHOD LOAD_CONST '.0f' FORMAT_VALUE with format LOAD_CONST 'ms' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_DEREF top_k LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL GreedySearchDecoderOnlyOutput JUMP_FORWARD to 402 LOAD_GLOBAL SampleDecoderOnlyOutput STORE_FAST output_cls LOAD_FAST output_cls LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_GLOBAL tuple LOAD_FAST scores CALL_FUNCTION LOAD_CONST ('sequences', 'scores') CALL_FUNCTION RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP > STORE_FAST decoding LOAD_FAST decoding POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR full LOAD_DEREF batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST position_ids JUMP_FORWARD to 48 LOAD_CONST None STORE_FAST position_ids LOAD_DEREF cg POP_JUMP_IF_FALSE LOAD_FAST decoding POP_JUMP_IF_TRUE LOAD_DEREF model LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_CONST 1 LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits LOAD_ATTR squeeze LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST logits JUMP_FORWARD to 110 LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_METHOD run LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_ATTR seqlen_offset CALL_METHOD LOAD_ATTR squeeze LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST logits LOAD_DEREF vocab_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_CONST Ellipsis LOAD_CONST None LOAD_DEREF vocab_size BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST logits RETURN_VALUE LOAD_DEREF teacher_outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_DEREF teacher_output_len LOAD_FAST inference_params LOAD_ATTR seqlen_offset COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL sample LOAD_FAST logits LOAD_DEREF top_k LOAD_DEREF top_p LOAD_DEREF temperature LOAD_CONST ('top_k', 'top_p', 'temperature') CALL_FUNCTION STORE_FAST token JUMP_FORWARD to 54 LOAD_DEREF teacher_outputs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST inference_params LOAD_ATTR seqlen_offset BUILD_TUPLE BINARY_SUBSCR STORE_FAST token LOAD_FAST token LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_DEREF eos_token_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST current_token LOAD_DEREF eos_token_id COMPARE_OP == LOAD_METHOD all CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_DEREF max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST logits LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch STORE_FAST seqlen_p_1 STORE_FAST vocab_size LOAD_FAST seqlen_p_1 LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST seqlen LOAD_FAST logits_draft LOAD_ATTR shape LOAD_FAST batch LOAD_FAST seqlen LOAD_FAST vocab_size BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tokens_draft LOAD_ATTR shape LOAD_FAST batch LOAD_FAST seqlen BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tokens_draft LOAD_ATTR dtype LOAD_GLOBAL torch LOAD_ATTR int64 LOAD_GLOBAL torch LOAD_ATTR int32 BUILD_LIST COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'top-p should be in (0, 1].' CALL_FUNCTION RAISE_VARARGS LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 126 LOAD_FAST logits LOAD_METHOD clone CALL_METHOD STORE_FAST logits LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits_draft LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 150 LOAD_FAST logits_draft LOAD_METHOD clone CALL_METHOD STORE_FAST logits_draft LOAD_FAST top_k LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL min LOAD_FAST top_k LOAD_FAST logits LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_FUNCTION STORE_FAST top_k LOAD_GLOBAL modify_logits_for_top_k_filtering LOAD_FAST logits LOAD_FAST top_k CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_k_filtering LOAD_FAST logits_draft LOAD_FAST top_k CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_draft LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST probs LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_draft LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST probs_draft LOAD_CONST <code object <lambda> at 0x7faa8c2ab030, file "f.py", line 242> LOAD_CONST 'sample_speculative.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST gather LOAD_GLOBAL torch LOAD_ATTR rand LOAD_FAST batch LOAD_FAST seqlen LOAD_FAST probs LOAD_ATTR device LOAD_CONST ('device',) CALL_FUNCTION LOAD_FAST gather LOAD_FAST probs_draft LOAD_FAST tokens_draft CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST gather LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST tokens_draft CALL_FUNCTION COMPARE_OP <= STORE_FAST accepted LOAD_FAST accepted LOAD_ATTR all LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST accepted_all LOAD_GLOBAL torch LOAD_METHOD where LOAD_FAST accepted_all LOAD_FAST seqlen LOAD_FAST accepted LOAD_METHOD int CALL_METHOD LOAD_ATTR argmin LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION CALL_METHOD STORE_FAST first_rejected_idx LOAD_GLOBAL torch LOAD_ATTR clamp LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST probs_draft BINARY_SUBTRACT LOAD_CONST 0.0 LOAD_CONST ('min',) CALL_FUNCTION STORE_FAST probs_diff LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST probs_diff LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST resample_probs LOAD_GLOBAL rearrange LOAD_FAST resample_probs LOAD_ATTR gather LOAD_CONST 1 LOAD_GLOBAL repeat LOAD_FAST first_rejected_idx LOAD_CONST 'b -> b 1 d' LOAD_FAST vocab_size LOAD_CONST ('d',) CALL_FUNCTION LOAD_CONST ('dim', 'index') CALL_FUNCTION LOAD_CONST 'b 1 d -> b d' CALL_FUNCTION STORE_FAST resample_probs LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_FAST resample_probs LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST resample LOAD_GLOBAL F LOAD_METHOD pad LOAD_FAST tokens_draft LOAD_CONST (0, 1) CALL_METHOD STORE_FAST tokens LOAD_FAST resample LOAD_FAST tokens LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST first_rejected_idx BUILD_TUPLE STORE_SUBSCR LOAD_FAST tokens LOAD_FAST first_rejected_idx LOAD_CONST 1 BINARY_ADD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL rearrange LOAD_FAST probs LOAD_ATTR gather LOAD_CONST -1 LOAD_GLOBAL rearrange LOAD_FAST tokens LOAD_CONST '... -> ... 1' CALL_FUNCTION LOAD_CONST ('dim', 'index') CALL_FUNCTION LOAD_CONST '... 1 -> ...' CALL_FUNCTION RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST seqlen_og LOAD_FAST batch_size LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Speculative decoding implementation only supports batch_size=1' CALL_FUNCTION RAISE_VARARGS LOAD_FAST eos_token_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Speculative decoding implementation doesn't support eos_token_id" CALL_FUNCTION RAISE_VARARGS LOAD_FAST cg POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST model_draft LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST model_draft STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_FAST model_draft LOAD_FAST model_draft LOAD_ATTR _decoding_cache LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_CONST (1, 2) LOAD_FAST tensor_parallel LOAD_CONST ('decoding_seqlens', 'tensor_parallel') CALL_FUNCTION LOAD_FAST model_draft STORE_ATTR _decoding_cache LOAD_FAST model_draft LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params_draft LOAD_FAST inference_params_draft LOAD_METHOD reset LOAD_FAST max_length LOAD_FAST batch_size CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST model LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST model STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_FAST model LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST speculative_lookahead LOAD_CONST 2 BINARY_ADD CALL_FUNCTION LOAD_FAST tensor_parallel LOAD_CONST ('decoding_seqlens', 'tensor_parallel') CALL_FUNCTION LOAD_FAST model STORE_ATTR _decoding_cache LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params LOAD_FAST inference_params LOAD_METHOD reset LOAD_FAST max_length LOAD_FAST batch_size CALL_METHOD POP_TOP JUMP_FORWARD to 206 LOAD_GLOBAL InferenceParams LOAD_FAST max_length LOAD_FAST batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params_draft LOAD_GLOBAL InferenceParams LOAD_FAST max_length LOAD_FAST batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params LOAD_CONST (1, False) LOAD_CLOSURE vocab_size BUILD_TUPLE LOAD_CONST <code object get_logits at 0x7faa8c2abe40, file "f.py", line 343> LOAD_CONST 'decode_speculative.<locals>.get_logits' MAKE_FUNCTION STORE_FAST get_logits LOAD_CONST (1,) LOAD_CONST <code object sample_tokens at 0x7faa8c2abf60, file "f.py", line 375> LOAD_CONST 'decode_speculative.<locals>.sample_tokens' MAKE_FUNCTION STORE_FAST sample_tokens LOAD_GLOBAL dict LOAD_FAST top_k LOAD_FAST top_p LOAD_FAST temperature LOAD_CONST ('top_k', 'top_p', 'temperature') CALL_FUNCTION STORE_FAST sampling_kwargs LOAD_GLOBAL partial LOAD_GLOBAL sample BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION STORE_FAST sample_fn LOAD_GLOBAL partial LOAD_FAST get_logits LOAD_FAST model LOAD_FAST cg LOAD_CONST ('model', 'cg') CALL_FUNCTION STORE_FAST get_logits_main LOAD_GLOBAL partial LOAD_FAST get_logits LOAD_FAST model_draft LOAD_FAST cg LOAD_CONST ('model', 'cg') CALL_FUNCTION STORE_FAST get_logits_draft LOAD_GLOBAL partial LOAD_FAST sample_tokens LOAD_FAST get_logits_main LOAD_FAST sample_fn LOAD_FAST inference_params LOAD_CONST ('get_logits_fn', 'sample_fn', 'inference_params') CALL_FUNCTION STORE_FAST sample_tokens_main LOAD_GLOBAL partial LOAD_FAST sample_tokens LOAD_FAST get_logits_draft LOAD_FAST sample_fn LOAD_FAST inference_params_draft LOAD_CONST ('get_logits_fn', 'sample_fn', 'inference_params') CALL_FUNCTION STORE_FAST sample_tokens_draft LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('AutoTokenizer',) IMPORT_NAME transformers IMPORT_FROM AutoTokenizer STORE_FAST AutoTokenizer POP_TOP LOAD_FAST AutoTokenizer LOAD_METHOD from_pretrained LOAD_CONST 'gpt2' CALL_METHOD STORE_FAST tokenizer LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD STORE_FAST start LOAD_FAST input_ids BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST sequences STORE_FAST scores LOAD_CONST 0 STORE_FAST num_main_model_calls LOAD_CONST 0 STORE_FAST num_draft_tokens BUILD_LIST STORE_FAST num_accepted_tokens_history LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sample_tokens_main LOAD_FAST input_ids LOAD_CONST 1 LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST scores_new LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST scores_new CALL_METHOD POP_TOP EXTENDED_ARG JUMP_FORWARD to 944 LOAD_GLOBAL min LOAD_FAST speculative_lookahead LOAD_FAST max_length LOAD_FAST seqlen_og BINARY_SUBTRACT LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION STORE_FAST n_spec_tokens LOAD_FAST sample_tokens_draft LOAD_FAST input_ids LOAD_FAST n_spec_tokens LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens_draft STORE_FAST scores_draft LOAD_FAST num_draft_tokens LOAD_FAST n_spec_tokens INPLACE_ADD STORE_FAST num_draft_tokens LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model_draft LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_draft_ref LOAD_GLOBAL print LOAD_FAST scores_draft LOAD_FAST scores_draft_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST get_logits_main LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST inference_params LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION STORE_FAST logits LOAD_FAST num_main_model_calls LOAD_CONST 1 INPLACE_ADD STORE_FAST num_main_model_calls LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits_ref LOAD_GLOBAL print LOAD_FAST logits LOAD_FAST logits_ref BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL sample_speculative LOAD_FAST logits LOAD_FAST scores_draft LOAD_FAST tokens_draft BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST num_generated_tokens LOAD_FAST num_accepted_tokens_history LOAD_METHOD append LOAD_FAST num_generated_tokens LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_FAST tokens CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_FAST num_generated_tokens CALL_FUNCTION POP_TOP LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST logits LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD STORE_FAST num_generated LOAD_FAST seqlen_og LOAD_FAST num_generated BINARY_ADD LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST inference_params STORE_ATTR seqlen_offset LOAD_FAST num_generated LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 1 BINARY_SUBTRACT JUMP_FORWARD to 846 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST inference_params_draft STORE_ATTR seqlen_offset LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cur_ids LOAD_FAST model LOAD_FAST cur_ids LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP EXTENDED_ARG SETUP_LOOP to 1566 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST max_length LOAD_CONST 2 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sample_tokens_main LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST scores_new LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST scores_new CALL_METHOD POP_TOP BREAK_LOOP LOAD_GLOBAL min LOAD_FAST speculative_lookahead LOAD_FAST max_length LOAD_FAST inference_params_draft LOAD_ATTR seqlen_offset BINARY_SUBTRACT LOAD_CONST 2 BINARY_SUBTRACT CALL_FUNCTION STORE_FAST n_spec_tokens LOAD_FAST sample_tokens_draft LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST n_spec_tokens LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens_draft STORE_FAST scores_draft LOAD_FAST num_draft_tokens LOAD_FAST n_spec_tokens INPLACE_ADD STORE_FAST num_draft_tokens LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model_draft LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_draft_ref LOAD_GLOBAL print LOAD_FAST scores_draft LOAD_FAST scores_draft_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST get_logits_main LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST inference_params LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION STORE_FAST logits LOAD_FAST num_main_model_calls LOAD_CONST 1 INPLACE_ADD STORE_FAST num_main_model_calls LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits_ref LOAD_GLOBAL print LOAD_FAST logits LOAD_FAST logits_ref BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL sample_speculative LOAD_FAST logits LOAD_FAST scores_draft LOAD_FAST tokens_draft BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST num_generated_tokens LOAD_FAST num_accepted_tokens_history LOAD_METHOD append LOAD_FAST num_generated_tokens LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_FAST tokens CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_FAST num_generated_tokens CALL_FUNCTION POP_TOP LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST logits LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD STORE_FAST num_generated LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST num_generated INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST num_generated LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 1 BINARY_SUBTRACT JUMP_FORWARD to 1462 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST inference_params_draft STORE_ATTR seqlen_offset LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cur_ids LOAD_FAST model LOAD_FAST cur_ids LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'Prompt processing + decoding time: ' LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST start BINARY_SUBTRACT LOAD_CONST 1000 BINARY_MULTIPLY LOAD_CONST '.0f' FORMAT_VALUE with format LOAD_CONST 'ms' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST 'Number of calls to main model: ' LOAD_FAST num_main_model_calls FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST 'Acceptance rate: ' LOAD_GLOBAL torch LOAD_METHOD cat LOAD_FAST num_accepted_tokens_history CALL_METHOD LOAD_METHOD sum CALL_METHOD LOAD_METHOD item CALL_METHOD LOAD_FAST num_draft_tokens BINARY_TRUE_DIVIDE LOAD_CONST 100 BINARY_MULTIPLY LOAD_CONST '.2f' FORMAT_VALUE with format LOAD_CONST '%' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST sequences LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST scores LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST scores LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_FAST sequences CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST seqlen_og LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST top_k LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL GreedySearchDecoderOnlyOutput JUMP_FORWARD to 1786 LOAD_GLOBAL SampleDecoderOnlyOutput STORE_FAST output_cls LOAD_FAST output_cls LOAD_FAST sequences LOAD_FAST scores LOAD_CONST ('sequences', 'scores') CALL_FUNCTION RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP > STORE_FAST decoding LOAD_FAST decoding POP_JUMP_IF_FALSE LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR STORE_FAST seqlen LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_GLOBAL torch LOAD_ATTR int32 LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST cache_seqlens LOAD_FAST cache_seqlens LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR arange LOAD_FAST seqlen LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BINARY_ADD STORE_FAST position_ids JUMP_FORWARD to 98 LOAD_CONST None STORE_FAST position_ids LOAD_FAST cg POP_JUMP_IF_FALSE LOAD_FAST decoding POP_JUMP_IF_TRUE LOAD_FAST model LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_FAST num_last_tokens LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits JUMP_FORWARD to 180 LOAD_FAST num_last_tokens LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_METHOD run LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_ATTR seqlen_offset CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST num_last_tokens UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST logits LOAD_DEREF vocab_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_CONST Ellipsis LOAD_CONST None LOAD_DEREF vocab_size BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST logits RETURN_VALUE LOAD_FAST num_tokens LOAD_CONST 1 COMPARE_OP >= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST input_ids BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST sequences STORE_FAST scores SETUP_LOOP to 122 LOAD_GLOBAL range LOAD_FAST num_tokens CALL_FUNCTION GET_ITER FOR_ITER to 120 STORE_FAST i LOAD_FAST scores LOAD_METHOD append LOAD_FAST get_logits_fn LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST sequences LOAD_METHOD append LOAD_FAST sample_fn LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR stack LOAD_FAST scores LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GenerationMixin' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CONST <code object allocate_inference_cache at 0x7faa8c2ab810, file "f.py", line 557> LOAD_CONST 'GenerationMixin.allocate_inference_cache' MAKE_FUNCTION STORE_NAME allocate_inference_cache LOAD_CONST (1, 0.0, 1.0, False, False) LOAD_CONST <code object generate at 0x7faa8c2ab780, file "f.py", line 560> LOAD_CONST 'GenerationMixin.generate' MAKE_FUNCTION STORE_NAME generate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL decode LOAD_FAST input_ids LOAD_FAST self LOAD_FAST max_length BUILD_TUPLE LOAD_FAST top_k LOAD_FAST top_p LOAD_FAST temperature LOAD_CONST ('top_k', 'top_p', 'temperature') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST output LOAD_FAST output_scores POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST output STORE_ATTR scores LOAD_FAST return_dict_in_generate POP_JUMP_IF_FALSE LOAD_FAST output RETURN_VALUE LOAD_FAST output LOAD_ATTR sequences RETURN_VALUE LOAD_DEREF dtype LOAD_GLOBAL torch LOAD_ATTR float16 LOAD_GLOBAL torch LOAD_ATTR bfloat16 LOAD_GLOBAL torch LOAD_ATTR float32 BUILD_LIST COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF dtype LOAD_GLOBAL torch LOAD_ATTR float32 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 4 JUMP_FORWARD to 40 LOAD_CONST 8 STORE_FAST packsize LOAD_FAST headdim LOAD_FAST packsize BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST max_batch_size LOAD_FAST nheads LOAD_FAST headdim LOAD_FAST packsize BINARY_FLOOR_DIVIDE LOAD_FAST max_seqlen LOAD_FAST packsize BUILD_TUPLE STORE_FAST k_cache_shape LOAD_FAST max_batch_size LOAD_FAST nheads LOAD_FAST max_seqlen LOAD_FAST headdim BUILD_TUPLE STORE_FAST v_cache_shape LOAD_FAST max_batch_size LOAD_FAST max_seqlen LOAD_CONST 2 LOAD_FAST nheads LOAD_FAST headdim BUILD_TUPLE STORE_DEREF kv_cache_shape LOAD_GLOBAL isinstance LOAD_FAST layers LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL range LOAD_FAST layers CALL_FUNCTION STORE_FAST layers LOAD_CLOSURE device LOAD_CLOSURE dtype LOAD_CLOSURE kv_cache_shape BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7faa8c2ab660, file "f.py", line 602> LOAD_CONST 'allocate_inference_cache.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST layers GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 STORE_FAST i LOAD_GLOBAL torch LOAD_ATTR empty LOAD_DEREF kv_cache_shape LOAD_DEREF device LOAD_DEREF dtype LOAD_CONST ('device', 'dtype') CALL_FUNCTION LOAD_FAST i MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DecodingCGCache' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 0 STORE_NAME max_batch_size LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_batch_size' STORE_SUBSCR LOAD_CONST 0 STORE_NAME max_seqlen LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_seqlen' STORE_SUBSCR LOAD_CONST None STORE_NAME device LOAD_CONST None STORE_NAME dtype LOAD_NAME field LOAD_NAME dict LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME callables LOAD_NAME dict LOAD_NAME __annotations__ LOAD_CONST 'callables' STORE_SUBSCR LOAD_CONST None STORE_NAME mempool LOAD_CONST None STORE_NAME inference_params LOAD_NAME Optional LOAD_NAME InferenceParams BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'inference_params' STORE_SUBSCR LOAD_CONST None STORE_NAME run LOAD_NAME Optional LOAD_NAME Callable BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'run' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_DEREF cache LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL DecodingCGCache CALL_FUNCTION STORE_DEREF cache LOAD_GLOBAL next LOAD_GLOBAL iter LOAD_FAST model LOAD_METHOD parameters CALL_METHOD CALL_FUNCTION CALL_FUNCTION STORE_FAST param_example LOAD_FAST param_example LOAD_ATTR device STORE_FAST device LOAD_FAST dtype LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST param_example LOAD_ATTR dtype STORE_FAST dtype LOAD_FAST device LOAD_FAST dtype BUILD_TUPLE LOAD_DEREF cache LOAD_ATTR device LOAD_DEREF cache LOAD_ATTR dtype BUILD_TUPLE COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST batch_size LOAD_DEREF cache LOAD_ATTR max_batch_size COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST max_seqlen LOAD_DEREF cache LOAD_ATTR max_seqlen COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_MAP LOAD_DEREF cache STORE_ATTR callables LOAD_CONST None LOAD_DEREF cache STORE_ATTR mempool LOAD_CONST None LOAD_DEREF cache STORE_ATTR inference_params LOAD_GLOBAL gc LOAD_METHOD collect CALL_METHOD POP_TOP LOAD_FAST device LOAD_FAST dtype ROT_TWO LOAD_DEREF cache STORE_ATTR device LOAD_DEREF cache STORE_ATTR dtype LOAD_FAST batch_size LOAD_FAST max_seqlen ROT_TWO LOAD_DEREF cache STORE_ATTR max_batch_size LOAD_DEREF cache STORE_ATTR max_seqlen LOAD_GLOBAL hasattr LOAD_FAST model LOAD_CONST 'allocate_inference_cache' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST model LOAD_METHOD allocate_inference_cache LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST dtype CALL_METHOD STORE_FAST inf_cache JUMP_FORWARD to 230 LOAD_GLOBAL getattr LOAD_FAST model LOAD_ATTR config LOAD_CONST 'head_dim' LOAD_FAST model LOAD_ATTR config LOAD_ATTR hidden_size LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_attention_heads BINARY_FLOOR_DIVIDE CALL_FUNCTION STORE_FAST headdim LOAD_GLOBAL allocate_inference_cache LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_attention_heads LOAD_FAST tensor_parallel BINARY_FLOOR_DIVIDE LOAD_FAST headdim LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_hidden_layers LOAD_FAST device LOAD_FAST dtype CALL_FUNCTION STORE_FAST inf_cache LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size BUILD_TUPLE LOAD_FAST seqlen_og LOAD_GLOBAL torch LOAD_ATTR int32 LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST lengths_per_sample LOAD_GLOBAL InferenceParams LOAD_FAST max_seqlen LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST inf_cache LOAD_FAST lengths_per_sample LOAD_CONST ('max_seqlen', 'max_batch_size', 'seqlen_offset', 'key_value_memory_dict', 'lengths_per_sample') CALL_FUNCTION LOAD_DEREF cache STORE_ATTR inference_params LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR graphs LOAD_METHOD graph_pool_handle CALL_METHOD LOAD_DEREF cache STORE_ATTR mempool SETUP_LOOP to 354 LOAD_FAST decoding_seqlens GET_ITER FOR_ITER to 352 STORE_FAST decoding_seqlen LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_DEREF cache LOAD_ATTR callables COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL capture_graph LOAD_FAST model LOAD_DEREF cache LOAD_ATTR inference_params LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST decoding_seqlen LOAD_DEREF cache LOAD_ATTR mempool LOAD_FAST n_warmups LOAD_CONST ('decoding_seqlen', 'mempool', 'n_warmups') CALL_FUNCTION LOAD_DEREF cache LOAD_ATTR callables LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CLOSURE cache BUILD_TUPLE LOAD_CONST <code object dispatch at 0x7faa8c2ab5d0, file "f.py", line 686> LOAD_CONST 'update_graph_cache.<locals>.dispatch' MAKE_FUNCTION STORE_FAST dispatch LOAD_FAST dispatch LOAD_DEREF cache STORE_ATTR run LOAD_CONST 0 LOAD_DEREF cache LOAD_ATTR inference_params STORE_ATTR seqlen_offset LOAD_DEREF cache RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST decoding_seqlen LOAD_DEREF cache LOAD_ATTR callables LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE BINARY_SUBSCR LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST seqlen CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL next LOAD_GLOBAL iter LOAD_FAST model LOAD_METHOD parameters CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_ATTR device STORE_FAST device LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_CONST 0 LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_DEREF input_ids LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_CONST 0 LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_DEREF position_ids LOAD_DEREF inference_params LOAD_ATTR seqlen_offset STORE_FAST seqlen_offset_og LOAD_FAST max_seqlen LOAD_FAST decoding_seqlen BINARY_SUBTRACT LOAD_DEREF inference_params STORE_ATTR seqlen_offset LOAD_DEREF inference_params LOAD_ATTR seqlen_offset LOAD_DEREF inference_params LOAD_ATTR lengths_per_sample LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD Stream CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_METHOD wait_stream LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD current_stream CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD stream LOAD_FAST s CALL_METHOD SETUP_WITH to 206 POP_TOP SETUP_LOOP to 174 LOAD_GLOBAL range LOAD_FAST n_warmups CALL_FUNCTION GET_ITER FOR_ITER to 172 STORE_FAST _ LOAD_FAST model LOAD_DEREF input_ids LOAD_DEREF position_ids LOAD_DEREF inference_params LOAD_FAST decoding_seqlen LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_DEREF logits JUMP_ABSOLUTE POP_BLOCK LOAD_FAST s LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD is_initialized CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD current_stream CALL_METHOD LOAD_METHOD wait_stream LOAD_FAST s CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD CUDAGraph CALL_METHOD STORE_DEREF graph LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR graph LOAD_DEREF graph LOAD_FAST mempool LOAD_CONST ('pool',) CALL_FUNCTION SETUP_WITH to 278 POP_TOP LOAD_FAST model LOAD_DEREF input_ids LOAD_DEREF position_ids LOAD_DEREF inference_params LOAD_FAST decoding_seqlen LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_DEREF logits POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CLOSURE graph LOAD_CLOSURE inference_params LOAD_CLOSURE input_ids LOAD_CLOSURE logits LOAD_CLOSURE position_ids BUILD_TUPLE LOAD_CONST <code object run at 0x7faa8c2ab6f0, file "f.py", line 740> LOAD_CONST 'capture_graph.<locals>.run' MAKE_FUNCTION STORE_FAST run LOAD_FAST seqlen_offset_og LOAD_DEREF inference_params STORE_ATTR seqlen_offset LOAD_FAST run RETURN_VALUE LOAD_FAST seqlen LOAD_DEREF inference_params LOAD_ATTR lengths_per_sample LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_DEREF input_ids LOAD_METHOD copy_ LOAD_FAST new_input_ids CALL_METHOD POP_TOP LOAD_DEREF position_ids LOAD_METHOD copy_ LOAD_FAST new_position_ids CALL_METHOD POP_TOP LOAD_DEREF graph LOAD_METHOD replay CALL_METHOD POP_TOP LOAD_DEREF logits LOAD_METHOD clone CALL_METHOD RETURN_VALUE
import gc import time from collections import namedtuple from dataclasses import dataclass, field from functools import partial from typing import Callable, Optional, Sequence, Union import torch import torch.nn.functional as F from einops import rearrange, repeat from torch import Tensor from torch.profiler import ProfilerActivity, profile, record_function from transformers.generation import ( GreedySearchDecoderOnlyOutput, SampleDecoderOnlyOutput, ) @dataclass class InferenceParams: """Inference parameters that are passed to the main model in order to efficienly calculate and store the context during inference.""" max_seqlen: int max_batch_size: int seqlen_offset: int = 0 batch_size_offset: int = 0 key_value_memory_dict: dict = field(default_factory=dict) lengths_per_sample: Optional[Tensor] = None def reset(self, max_seqlen, max_batch_size): self.max_seqlen = max_seqlen self.max_batch_size = max_batch_size self.seqlen_offset = 0 if self.lengths_per_sample is not None: self.lengths_per_sample.zero_() def modify_logits_for_top_k_filtering(logits, top_k): """Set the logits for none top-k values to -inf. Done in-place.""" indices_to_remove = logits < torch.topk(logits, top_k)[0][..., -1, None] logits.masked_fill_(indices_to_remove, float("-Inf")) def modify_logits_for_top_p_filtering(logits, top_p): """Set the logits for none top-p values to -inf. Done in-place.""" if top_p <= 0.0 or top_p >= 1.0: return sorted_logits, sorted_indices = torch.sort(logits, descending=False) cumulative_probs = sorted_logits.softmax(dim=-1).cumsum(dim=-1) sorted_indices_to_remove = cumulative_probs <= (1 - top_p) indices_to_remove = sorted_indices_to_remove.scatter( 1, sorted_indices, sorted_indices_to_remove ) logits.masked_fill_(indices_to_remove, float("-inf")) def sample(logits, top_k=1, top_p=0.0, temperature=1.0): """Sample from top-k logits. Arguments: logits: Tensor of shape (batch_size, vocab_size) """ if top_k == 1: # Short-circuit for greedy decoding return logits.argmax(dim=-1) else: if top_p > 0.0: assert top_p <= 1.0, "top-p should be in (0, 1]." if top_k > 0: top_k = min(top_k, logits.size(-1)) # Safety check logits_top, indices = torch.topk(logits, top_k, dim=-1) if temperature != 1.0: logits_top /= temperature modify_logits_for_top_p_filtering(logits_top, top_p) return indices[ torch.arange(indices.shape[0], device=indices.device), torch.multinomial( torch.softmax(logits_top, dim=-1), num_samples=1 ).squeeze(dim=-1), ] else: logits_top = logits / temperature if temperature != 1.0 else logits.clone() modify_logits_for_top_p_filtering(logits_top, top_p) return torch.multinomial( torch.softmax(logits_top, dim=-1), num_samples=1 ).squeeze(dim=-1) @torch.inference_mode() def decode( input_ids, model, max_length, top_k=1, top_p=0.0, temperature=1.0, eos_token_id=None, teacher_outputs=None, vocab_size=None, tensor_parallel=1, cg=False, enable_timing=False, ): """Decoding, either greedy or with top-k or top-p sampling. If top-k = 0, don't limit the number of candidates (pure sampling). Top-k and top-p can be used together. If top_k > 0 and top_p > 0, then top-k is applied first, then top-p. We assume that all sequences in the same batch have the same length. Arguments: input_ids: (batch, seq_len) max_length: int teacher_outputs (optional): (batch, seq_len). If provided, instead of sampling from the logits, the next token is taken from the teacher_outputs. Useful for testing. Returns: GreedySearchDecoderOnlyOutput or SampleDecoderOnlyOutput, with the following fields: sequences: (batch, max_length) scores: tuples of (batch, vocab_size) """ batch_size, seqlen_og = input_ids.shape teacher_output_len = teacher_outputs.shape[1] if teacher_outputs is not None else 0 if cg: if not hasattr(model, "_decoding_cache"): model._decoding_cache = None model._decoding_cache = update_graph_cache( model, model._decoding_cache, batch_size, seqlen_og, max_length, tensor_parallel=tensor_parallel, ) inference_params = model._decoding_cache.inference_params inference_params.reset(max_length, batch_size) else: inference_params = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) def get_logits(input_ids, inference_params): decoding = inference_params.seqlen_offset > 0 if decoding: position_ids = torch.full( (batch_size, 1), inference_params.seqlen_offset, dtype=torch.long, device=input_ids.device, ) else: position_ids = None if not cg or not decoding: logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=1, ).logits.squeeze(dim=1) else: logits = model._decoding_cache.run( input_ids, position_ids, inference_params.seqlen_offset ).squeeze(dim=1) return logits[..., :vocab_size] if vocab_size is not None else logits def sample_tokens(logits, inference_params): if ( teacher_outputs is None or teacher_output_len <= inference_params.seqlen_offset ): token = sample(logits, top_k=top_k, top_p=top_p, temperature=temperature) else: token = teacher_outputs[:, inference_params.seqlen_offset] return token.unsqueeze(1) def should_stop(current_token, inference_params): if inference_params.seqlen_offset == 0: return False if eos_token_id is not None and (current_token == eos_token_id).all(): return True if inference_params.seqlen_offset >= max_length - 1: return True return False start = torch.cuda.Event(enable_timing=enable_timing) end = torch.cuda.Event(enable_timing=enable_timing) if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() start.record() scores, sequences = [], [input_ids] while not should_stop(sequences[-1], inference_params): scores.append(get_logits(sequences[-1], inference_params)) inference_params.seqlen_offset += sequences[-1].shape[1] sequences.append(sample_tokens(scores[-1], inference_params)) if enable_timing: end.record() if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() print(f"Prompt processing + decoding time: {(start.elapsed_time(end)):.0f}ms") output_cls = ( GreedySearchDecoderOnlyOutput if top_k == 1 else SampleDecoderOnlyOutput ) return output_cls(sequences=torch.cat(sequences, dim=1), scores=tuple(scores)) def sample_speculative( logits, logits_draft, tokens_draft, top_k=1, top_p=0.0, temperature=1.0 ): """Algorithm 1 from [1] [1] Fast Inference from Transformers via Speculative Decoding Yaniv Leviathan, Matan Kalman, Yossi Matias https://arxiv.org/abs/2211.17192 Arguments: logits: Tensor of shape (batch_size, seqlen + 1, vocab_size) logits_draft: Tensor of shape (batch_size, seqlen, vocab_size) tokens_draft: Tensor of shape (batch_size, seqlen) Return: tokens: Tensor of shape (batch_size, seqlen + 1) num_generated_tokens: Tensor of shape (batch_size), with value in [1, seqlen + 1]. For each sequence in the batch, the number of valid tokens that were sampled by speculative sampling. """ batch, seqlen_p_1, vocab_size = logits.shape seqlen = seqlen_p_1 - 1 assert logits_draft.shape == (batch, seqlen, vocab_size) assert tokens_draft.shape == (batch, seqlen) assert tokens_draft.dtype in [torch.int64, torch.int32] if top_p > 0.0: assert top_p <= 1.0, "top-p should be in (0, 1]." logits = logits / temperature if temperature != 1.0 else logits.clone() logits_draft = ( logits_draft / temperature if temperature != 1.0 else logits_draft.clone() ) if top_k > 0: top_k = min(top_k, logits.size(-1)) # Safety check modify_logits_for_top_k_filtering(logits, top_k) modify_logits_for_top_k_filtering(logits_draft, top_k) modify_logits_for_top_p_filtering(logits, top_p) modify_logits_for_top_p_filtering(logits_draft, top_p) probs = torch.softmax(logits, dim=-1) probs_draft = torch.softmax(logits_draft, dim=-1) gather = lambda probs, tokens: rearrange( probs.gather(dim=-1, index=rearrange(tokens, "... -> ... 1")), "... 1 -> ..." ) accepted = torch.rand(batch, seqlen, device=probs.device) * gather( probs_draft, tokens_draft ) <= gather(probs[:, :-1], tokens_draft) accepted_all = accepted.all(dim=-1) first_rejected_idx = torch.where( accepted_all, seqlen, accepted.int().argmin(dim=-1) ) probs_diff = torch.clamp(probs[:, :-1] - probs_draft, min=0.0) resample_probs = torch.cat([probs_diff, probs[:, -1:]], dim=1) resample_probs = rearrange( resample_probs.gather( dim=1, index=repeat(first_rejected_idx, "b -> b 1 d", d=vocab_size) ), "b 1 d -> b d", ) resample = torch.multinomial(resample_probs, num_samples=1).squeeze( dim=-1 ) # (batch,) tokens = F.pad(tokens_draft, (0, 1)) tokens[:, first_rejected_idx] = resample return tokens, first_rejected_idx + 1 @torch.inference_mode() def decode_speculative( input_ids, model, model_draft, max_length, speculative_lookahead=3, top_k=1, top_p=0.0, temperature=1.0, eos_token_id=None, vocab_size=None, tensor_parallel=1, cg=False, enable_timing=False, debug=False, ): """ TD: WIP, for my own understanding, lightly tested. Only support batch_size == 1 for now. Speculative decoding, either greedy or with top-k or top-p sampling. If top-k = 0, don't limit the number of candidates (pure sampling). Top-k and top-p can be used together. If top_k > 0 and top_p > 0, then top-k is applied first, then top-p. We assume that all sequences in the same batch have the same length. Arguments: input_ids: (batch, seq_len) max_length: int Returns: GreedySearchDecoderOnlyOutput or SampleDecoderOnlyOutput, with the following fields: sequences: (batch, max_length) scores: tuples of (batch, vocab_size) """ batch_size, seqlen_og = input_ids.shape assert ( batch_size == 1 ), "Speculative decoding implementation only supports batch_size=1" assert ( eos_token_id is None ), "Speculative decoding implementation doesn't support eos_token_id" if cg: if not hasattr(model_draft, "_decoding_cache"): model_draft._decoding_cache = None model_draft._decoding_cache = update_graph_cache( model_draft, model_draft._decoding_cache, batch_size, seqlen_og, max_length, decoding_seqlens=(1, 2), tensor_parallel=tensor_parallel, ) inference_params_draft = model_draft._decoding_cache.inference_params inference_params_draft.reset(max_length, batch_size) if not hasattr(model, "_decoding_cache"): model._decoding_cache = None model._decoding_cache = update_graph_cache( model, model._decoding_cache, batch_size, seqlen_og, max_length, decoding_seqlens=range(1, speculative_lookahead + 2), tensor_parallel=tensor_parallel, ) inference_params = model._decoding_cache.inference_params inference_params.reset(max_length, batch_size) else: inference_params_draft = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) inference_params = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) def get_logits(input_ids, inference_params, model, num_last_tokens=1, cg=False): decoding = inference_params.seqlen_offset > 0 if decoding: seqlen = input_ids.shape[1] if True: cache_seqlens = torch.full( (input_ids.shape[0],), inference_params.seqlen_offset, dtype=torch.int32, device=input_ids.device, ) else: cache_seqlens = inference_params.lengths_per_sample position_ids = cache_seqlens[:, None] + torch.arange( seqlen, dtype=torch.long, device=input_ids.device ) else: position_ids = None if not cg or not decoding: logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=num_last_tokens, ).logits else: assert num_last_tokens <= input_ids.shape[1] logits = model._decoding_cache.run( input_ids, position_ids, inference_params.seqlen_offset )[:, -num_last_tokens:] return logits[..., :vocab_size] if vocab_size is not None else logits def sample_tokens( input_ids, get_logits_fn, inference_params, sample_fn, num_tokens=1 ): """Sample `num_tokens` tokens from the model, given the previous logits. Also return the logits of the sampled tokens. Arguments: input_ids: (batch, seqlen) Return: tokens: (batch, num_tokens) scores: (batch, num_tokens), which contains @previous_logits and the logits of the next (num_tokens - 1) tokens. The logits of the last token isn't computed. """ assert num_tokens >= 1 sequences, scores = [input_ids], [] for i in range(num_tokens): scores.append(get_logits_fn(sequences[-1], inference_params)[:, -1]) inference_params.seqlen_offset += sequences[-1].shape[1] sequences.append(sample_fn(scores[-1]).unsqueeze(1)) return torch.cat(sequences[1:], dim=1), torch.stack(scores, dim=1) sampling_kwargs = dict(top_k=top_k, top_p=top_p, temperature=temperature) sample_fn = partial(sample, **sampling_kwargs) get_logits_main = partial(get_logits, model=model, cg=cg) get_logits_draft = partial(get_logits, model=model_draft, cg=cg) sample_tokens_main = partial( sample_tokens, get_logits_fn=get_logits_main, sample_fn=sample_fn, inference_params=inference_params, ) sample_tokens_draft = partial( sample_tokens, get_logits_fn=get_logits_draft, sample_fn=sample_fn, inference_params=inference_params_draft, ) if debug: from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained("gpt2") if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() start = time.time() sequences, scores = [input_ids], [] num_main_model_calls = 0 num_draft_tokens = 0 num_accepted_tokens_history = [] if seqlen_og >= max_length - 1: tokens, scores_new = sample_tokens_main(input_ids, num_tokens=1) sequences.append(tokens) scores.append(scores_new) else: n_spec_tokens = min(speculative_lookahead, max_length - seqlen_og - 1) tokens_draft, scores_draft = sample_tokens_draft( input_ids, num_tokens=n_spec_tokens ) num_draft_tokens += n_spec_tokens if debug: scores_draft_ref = model_draft( torch.cat([input_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((scores_draft - scores_draft_ref[:, :-1]).abs().max()) logits = get_logits_main( torch.cat([input_ids, tokens_draft], dim=1), inference_params, num_last_tokens=n_spec_tokens + 1, ) num_main_model_calls += 1 if debug: logits_ref = model( torch.cat([input_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((logits - logits_ref).abs().max()) tokens, num_generated_tokens = sample_speculative( logits, scores_draft, tokens_draft, **sampling_kwargs ) num_accepted_tokens_history.append(num_generated_tokens - 1) if debug: print(tokens) print(num_generated_tokens) sequences.append(tokens[:1, : num_generated_tokens[0]]) scores.append(logits[:1, : num_generated_tokens[0]]) num_generated = num_generated_tokens[0].item() inference_params.seqlen_offset = seqlen_og + num_generated - 1 inference_params_draft.seqlen_offset = ( inference_params.seqlen_offset - 1 if num_generated > 1 else inference_params.seqlen_offset ) if debug: cur_ids = torch.cat([input_ids, sequences[-1]], dim=1) scores_ref = model( cur_ids, num_last_tokens=num_generated_tokens[0].item() + 1 ).logits print((scores[-1] - scores_ref[:, :-1]).abs().max()) while True: if inference_params.seqlen_offset >= max_length - 1: break if inference_params.seqlen_offset >= max_length - 2: tokens, scores_new = sample_tokens_main(sequences[-1][:, -1:], num_tokens=1) sequences.append(tokens) scores.append(scores_new) break n_spec_tokens = min( speculative_lookahead, max_length - inference_params_draft.seqlen_offset - 2 ) tokens_draft, scores_draft = sample_tokens_draft( sequences[-1][:, -2:], num_tokens=n_spec_tokens ) num_draft_tokens += n_spec_tokens if debug: scores_draft_ref = model_draft( torch.cat([cur_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((scores_draft - scores_draft_ref[:, :-1]).abs().max()) logits = get_logits_main( torch.cat([sequences[-1][:, -1:], tokens_draft], dim=1), inference_params, num_last_tokens=n_spec_tokens + 1, ) # (batch, n_spec_tokens + 1, vocab_size) num_main_model_calls += 1 if debug: logits_ref = model( torch.cat([cur_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((logits - logits_ref).abs().max()) tokens, num_generated_tokens = sample_speculative( logits, scores_draft, tokens_draft, **sampling_kwargs ) num_accepted_tokens_history.append(num_generated_tokens - 1) if debug: print(tokens) print(num_generated_tokens) sequences.append(tokens[:1, : num_generated_tokens[0]]) scores.append(logits[:1, : num_generated_tokens[0]]) num_generated = num_generated_tokens[0].item() inference_params.seqlen_offset += num_generated inference_params_draft.seqlen_offset = ( inference_params.seqlen_offset - 1 if num_generated > 1 else inference_params.seqlen_offset ) if debug: cur_ids = torch.cat([cur_ids, sequences[-1]], dim=1) scores_ref = model( cur_ids, num_last_tokens=num_generated_tokens[0].item() + 1 ).logits print((scores[-1] - scores_ref[:, :-1]).abs().max()) if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() print( f"Prompt processing + decoding time: {(time.time() - start) * 1000:.0f}ms" ) print(f"Number of calls to main model: {num_main_model_calls}") print( f"Acceptance rate: {torch.cat(num_accepted_tokens_history).sum().item() / num_draft_tokens * 100:.2f}%" ) sequences = torch.cat(sequences, dim=1) scores = torch.cat(scores, dim=1) if debug: scores_ref = model(sequences).logits print((scores - scores_ref[:, seqlen_og - 1 : -1]).abs().max()) output_cls = ( GreedySearchDecoderOnlyOutput if top_k == 1 else SampleDecoderOnlyOutput ) return output_cls(sequences=sequences, scores=scores) class GenerationMixin: def allocate_inference_cache(self, batch_size, max_seqlen, dtype=None, **kwargs): raise NotImplementedError def generate( self, input_ids, max_length, top_k=1, top_p=0.0, temperature=1.0, return_dict_in_generate=False, output_scores=False, **kwargs, ): output = decode( input_ids, self, max_length, top_k=top_k, top_p=top_p, temperature=temperature, **kwargs, ) if not output_scores: output.scores = None return output if return_dict_in_generate else output.sequences def allocate_inference_cache( max_batch_size, max_seqlen, nheads, headdim, layers: Union[int, Sequence], device, dtype=torch.float16, ): assert dtype in [torch.float16, torch.bfloat16, torch.float32] packsize = 4 if dtype == torch.float32 else 8 assert headdim % packsize == 0 k_cache_shape = (max_batch_size, nheads, headdim // packsize, max_seqlen, packsize) v_cache_shape = (max_batch_size, nheads, max_seqlen, headdim) kv_cache_shape = (max_batch_size, max_seqlen, 2, nheads, headdim) if isinstance(layers, int): layers = range(layers) return {i: torch.empty(kv_cache_shape, device=device, dtype=dtype) for i in layers} @dataclass class DecodingCGCache: max_batch_size: int = 0 max_seqlen: int = 0 device = None dtype = None callables: dict = field(default_factory=dict) mempool = None inference_params: Optional[InferenceParams] = None run: Optional[Callable] = None @torch.inference_mode() def update_graph_cache( model, cache, batch_size, seqlen_og, max_seqlen, decoding_seqlens=(1,), tensor_parallel=1, dtype=None, n_warmups=2, ): if cache is None: cache = DecodingCGCache() param_example = next(iter(model.parameters())) device = param_example.device if dtype is None: dtype = param_example.dtype if ( (device, dtype) != (cache.device, cache.dtype) or batch_size > cache.max_batch_size or max_seqlen > cache.max_seqlen ): # Invalidate the cache cache.callables = {} cache.mempool = None cache.inference_params = None gc.collect() cache.device, cache.dtype = device, dtype cache.max_batch_size, cache.max_seqlen = batch_size, max_seqlen if hasattr(model, "allocate_inference_cache"): inf_cache = model.allocate_inference_cache(batch_size, max_seqlen, dtype) else: headdim = getattr( model.config, "head_dim", model.config.hidden_size // model.config.num_attention_heads, ) inf_cache = allocate_inference_cache( batch_size, max_seqlen, model.config.num_attention_heads // tensor_parallel, headdim, model.config.num_hidden_layers, device, dtype, ) lengths_per_sample = torch.full( (batch_size,), seqlen_og, dtype=torch.int32, device=device ) cache.inference_params = InferenceParams( max_seqlen=max_seqlen, max_batch_size=batch_size, seqlen_offset=seqlen_og, key_value_memory_dict=inf_cache, lengths_per_sample=lengths_per_sample, ) cache.mempool = torch.cuda.graphs.graph_pool_handle() for decoding_seqlen in decoding_seqlens: if (batch_size, decoding_seqlen) not in cache.callables: cache.callables[batch_size, decoding_seqlen] = capture_graph( model, cache.inference_params, batch_size, max_seqlen, decoding_seqlen=decoding_seqlen, mempool=cache.mempool, n_warmups=n_warmups, ) def dispatch(input_ids, position_ids, seqlen): batch_size, decoding_seqlen = input_ids.shape[:2] return cache.callables[batch_size, decoding_seqlen]( input_ids, position_ids, seqlen ) cache.run = dispatch cache.inference_params.seqlen_offset = 0 # Reset so it's not confusing return cache def capture_graph( model, inference_params, batch_size, max_seqlen, decoding_seqlen=1, mempool=None, n_warmups=2, ): device = next(iter(model.parameters())).device input_ids = torch.full( (batch_size, decoding_seqlen), 0, dtype=torch.long, device=device ) position_ids = torch.full( (batch_size, decoding_seqlen), 0, dtype=torch.long, device=device ) seqlen_offset_og = inference_params.seqlen_offset inference_params.seqlen_offset = max_seqlen - decoding_seqlen inference_params.lengths_per_sample[:] = inference_params.seqlen_offset s = torch.cuda.Stream() s.wait_stream(torch.cuda.current_stream()) with torch.cuda.stream(s): for _ in range(n_warmups): logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=decoding_seqlen, ).logits s.synchronize() if torch.distributed.is_initialized(): torch.distributed.barrier() torch.cuda.current_stream().wait_stream(s) graph = torch.cuda.CUDAGraph() with torch.cuda.graph(graph, pool=mempool): logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=decoding_seqlen, ).logits def run(new_input_ids, new_position_ids, seqlen): inference_params.lengths_per_sample[:] = seqlen input_ids.copy_(new_input_ids) position_ids.copy_(new_position_ids) graph.replay() return logits.clone() inference_params.seqlen_offset = seqlen_offset_og return run
data/xformers-0.0.24/third_party/flash-attention/flash_attn/utils/generation.py
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LOAD_CONST 0 LOAD_CONST ('formatted_flat_dict', 'NONE_SENTINEL', 'value_allowed_none_or_none_sentinel') IMPORT_NAME oci.util IMPORT_FROM formatted_flat_dict STORE_NAME formatted_flat_dict IMPORT_FROM NONE_SENTINEL STORE_NAME NONE_SENTINEL IMPORT_FROM value_allowed_none_or_none_sentinel STORE_NAME value_allowed_none_or_none_sentinel POP_TOP LOAD_CONST 0 LOAD_CONST ('init_model_state_from_kwargs',) IMPORT_NAME oci.decorators IMPORT_FROM init_model_state_from_kwargs STORE_NAME init_model_state_from_kwargs POP_TOP LOAD_NAME init_model_state_from_kwargs LOAD_BUILD_CLASS LOAD_CONST <code object Condition at 0x7fab64189a50, file "f.py", line 9> LOAD_CONST 'Condition' MAKE_FUNCTION LOAD_CONST 'Condition' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME Condition LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Condition' STORE_NAME __qualname__ LOAD_CONST '\n Condition resource. A unit that captures a condition.\n ' STORE_NAME __doc__ LOAD_CONST 'replace' STORE_NAME IDCS_PREVENTED_OPERATIONS_REPLACE LOAD_CONST 'update' STORE_NAME IDCS_PREVENTED_OPERATIONS_UPDATE LOAD_CONST 'delete' STORE_NAME IDCS_PREVENTED_OPERATIONS_DELETE LOAD_CONST 'eq' STORE_NAME OPERATOR_EQ LOAD_CONST 'ne' STORE_NAME OPERATOR_NE LOAD_CONST 'co' STORE_NAME OPERATOR_CO LOAD_CONST 'coany' STORE_NAME OPERATOR_COANY LOAD_CONST 'sw' STORE_NAME OPERATOR_SW LOAD_CONST 'ew' STORE_NAME OPERATOR_EW LOAD_CONST 'gt' STORE_NAME OPERATOR_GT LOAD_CONST 'ge' STORE_NAME OPERATOR_GE LOAD_CONST 'lt' STORE_NAME OPERATOR_LT LOAD_CONST 'le' STORE_NAME OPERATOR_LE LOAD_CONST 'in' STORE_NAME OPERATOR_IN LOAD_CONST 'nin' STORE_NAME OPERATOR_NIN LOAD_CONST <code object __init__ at 0x7fab8212b270, file "f.py", line 45> LOAD_CONST 'Condition.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object id at 0x7fab8212b030, file "f.py", line 202> LOAD_CONST 'Condition.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME id LOAD_ATTR setter LOAD_CONST <code object id at 0x7fab8212b540, file "f.py", line 224> LOAD_CONST 'Condition.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST <code object ocid at 0x7fab8212b8a0, file "f.py", line 246> LOAD_CONST 'Condition.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME ocid LOAD_ATTR setter LOAD_CONST <code object ocid at 0x7fab8212b660, file "f.py", line 268> LOAD_CONST 'Condition.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME property LOAD_CONST <code object schemas at 0x7fabdc1d0c00, file "f.py", line 290> LOAD_CONST 'Condition.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME schemas LOAD_ATTR setter LOAD_CONST <code object schemas at 0x7fab82309ae0, file "f.py", line 312> LOAD_CONST 'Condition.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME property LOAD_CONST <code object meta at 0x7fab82309150, file "f.py", line 334> LOAD_CONST 'Condition.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME meta LOAD_ATTR setter LOAD_CONST <code object meta at 0x7fab823095d0, file "f.py", line 344> LOAD_CONST 'Condition.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME property LOAD_CONST <code object idcs_created_by at 0x7fab82309540, file "f.py", line 354> LOAD_CONST 'Condition.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME idcs_created_by LOAD_ATTR setter LOAD_CONST <code object idcs_created_by at 0x7fab823090c0, file "f.py", line 364> LOAD_CONST 'Condition.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME property LOAD_CONST <code object idcs_last_modified_by at 0x7fab82309300, file "f.py", line 374> LOAD_CONST 'Condition.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME idcs_last_modified_by LOAD_ATTR setter LOAD_CONST <code object idcs_last_modified_by at 0x7fab702cd4b0, file "f.py", line 384> LOAD_CONST 'Condition.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME property LOAD_CONST <code object idcs_prevented_operations at 0x7fab702cd780, file "f.py", line 394> LOAD_CONST 'Condition.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME idcs_prevented_operations LOAD_ATTR setter LOAD_CONST <code object idcs_prevented_operations at 0x7fab702cddb0, file "f.py", line 418> LOAD_CONST 'Condition.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME property LOAD_CONST <code object tags at 0x7fab702cd930, file "f.py", line 449> LOAD_CONST 'Condition.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_CONST <code object tags at 0x7fab702cdc90, file "f.py", line 471> LOAD_CONST 'Condition.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_CONST <code object delete_in_progress at 0x7fab702cdc00, file "f.py", line 493> LOAD_CONST 'Condition.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME delete_in_progress LOAD_ATTR setter LOAD_CONST <code object delete_in_progress at 0x7fab702cd8a0, file "f.py", line 515> LOAD_CONST 'Condition.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME property LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab80036d20, file "f.py", line 537> LOAD_CONST 'Condition.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME idcs_last_upgraded_in_release LOAD_ATTR setter LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab80036300, file "f.py", line 559> LOAD_CONST 'Condition.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME property LOAD_CONST <code object domain_ocid at 0x7fab800364b0, file "f.py", line 581> LOAD_CONST 'Condition.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME domain_ocid LOAD_ATTR setter LOAD_CONST <code object domain_ocid at 0x7fab80036c90, file "f.py", line 603> LOAD_CONST 'Condition.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME property LOAD_CONST <code object compartment_ocid at 0x7fab80036b70, file "f.py", line 625> LOAD_CONST 'Condition.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME compartment_ocid LOAD_ATTR setter LOAD_CONST <code object compartment_ocid at 0x7fab800368a0, file "f.py", line 647> LOAD_CONST 'Condition.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME property LOAD_CONST <code object tenancy_ocid at 0x7fab80036ae0, file "f.py", line 669> LOAD_CONST 'Condition.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME tenancy_ocid LOAD_ATTR setter LOAD_CONST <code object tenancy_ocid at 0x7fab800360c0, file "f.py", line 691> LOAD_CONST 'Condition.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME property LOAD_CONST <code object external_id at 0x7fab80036e40, file "f.py", line 713> LOAD_CONST 'Condition.external_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME external_id LOAD_NAME external_id LOAD_ATTR setter LOAD_CONST <code object external_id at 0x7fab80036540, file "f.py", line 735> LOAD_CONST 'Condition.external_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME external_id LOAD_NAME property LOAD_CONST <code object name at 0x7fab80036810, file "f.py", line 757> LOAD_CONST 'Condition.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_CONST <code object name at 0x7fab80036030, file "f.py", line 779> LOAD_CONST 'Condition.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST <code object description at 0x7fab80036390, file "f.py", line 801> LOAD_CONST 'Condition.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_CONST <code object description at 0x7fab80036150, file "f.py", line 822> LOAD_CONST 'Condition.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_CONST <code object attribute_name at 0x7fab80036c00, file "f.py", line 843> LOAD_CONST 'Condition.attribute_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attribute_name LOAD_NAME attribute_name LOAD_ATTR setter LOAD_CONST <code object attribute_name at 0x7fab800366f0, file "f.py", line 865> LOAD_CONST 'Condition.attribute_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attribute_name LOAD_NAME property LOAD_CONST <code object operator at 0x7fab80036270, file "f.py", line 887> LOAD_CONST 'Condition.operator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operator LOAD_NAME operator LOAD_ATTR setter LOAD_CONST <code object operator at 0x7fab703f0db0, file "f.py", line 911> LOAD_CONST 'Condition.operator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operator LOAD_NAME property LOAD_CONST <code object attribute_value at 0x7fab703f0e40, file "f.py", line 948> LOAD_CONST 'Condition.attribute_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attribute_value LOAD_NAME attribute_value LOAD_ATTR setter LOAD_CONST <code object attribute_value at 0x7fab703f0ae0, file "f.py", line 970> LOAD_CONST 'Condition.attribute_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attribute_value LOAD_NAME property LOAD_CONST <code object evaluate_condition_if at 0x7fab703f0ed0, file "f.py", line 992> LOAD_CONST 'Condition.evaluate_condition_if' MAKE_FUNCTION CALL_FUNCTION STORE_NAME evaluate_condition_if LOAD_NAME evaluate_condition_if LOAD_ATTR setter LOAD_CONST <code object evaluate_condition_if at 0x7fab703f09c0, file "f.py", line 1016> LOAD_CONST 'Condition.evaluate_condition_if' MAKE_FUNCTION CALL_FUNCTION STORE_NAME evaluate_condition_if LOAD_CONST <code object __repr__ at 0x7fab703f06f0, file "f.py", line 1040> LOAD_CONST 'Condition.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab703f0930, file "f.py", line 1043> LOAD_CONST 'Condition.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab641895d0, file "f.py", line 1049> LOAD_CONST 'Condition.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'list[str]' LOAD_CONST 'Meta' LOAD_CONST 'IdcsCreatedBy' LOAD_CONST 'IdcsLastModifiedBy' LOAD_CONST 'list[str]' LOAD_CONST 'list[Tags]' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'external_id', 'name', 'description', 'attribute_name', 'operator', 'attribute_value', 'evaluate_condition_if') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR swagger_types LOAD_CONST 'id' LOAD_CONST 'ocid' LOAD_CONST 'schemas' LOAD_CONST 'meta' LOAD_CONST 'idcsCreatedBy' LOAD_CONST 'idcsLastModifiedBy' LOAD_CONST 'idcsPreventedOperations' LOAD_CONST 'tags' LOAD_CONST 'deleteInProgress' LOAD_CONST 'idcsLastUpgradedInRelease' LOAD_CONST 'domainOcid' LOAD_CONST 'compartmentOcid' LOAD_CONST 'tenancyOcid' LOAD_CONST 'externalId' LOAD_CONST 'name' LOAD_CONST 'description' LOAD_CONST 'attributeName' LOAD_CONST 'operator' LOAD_CONST 'attributeValue' LOAD_CONST 'evaluateConditionIf' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'external_id', 'name', 'description', 'attribute_name', 'operator', 'attribute_value', 'evaluate_condition_if') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR attribute_map LOAD_CONST None LOAD_FAST self STORE_ATTR _id LOAD_CONST None LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None LOAD_FAST self STORE_ATTR _meta LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None LOAD_FAST self STORE_ATTR _tags LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _external_id LOAD_CONST None LOAD_FAST self STORE_ATTR _name LOAD_CONST None LOAD_FAST self STORE_ATTR _description LOAD_CONST None LOAD_FAST self STORE_ATTR _attribute_name LOAD_CONST None LOAD_FAST self STORE_ATTR _operator LOAD_CONST None LOAD_FAST self STORE_ATTR _attribute_value LOAD_CONST None LOAD_FAST self STORE_ATTR _evaluate_condition_if LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _id RETURN_VALUE LOAD_FAST id LOAD_FAST self STORE_ATTR _id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ocid RETURN_VALUE LOAD_FAST ocid LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _schemas RETURN_VALUE LOAD_FAST schemas LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _meta RETURN_VALUE LOAD_FAST meta LOAD_FAST self STORE_ATTR _meta LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_created_by RETURN_VALUE LOAD_FAST idcs_created_by LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_modified_by RETURN_VALUE LOAD_FAST idcs_last_modified_by LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_prevented_operations RETURN_VALUE LOAD_CONST 'replace' LOAD_CONST 'update' LOAD_CONST 'delete' BUILD_LIST STORE_DEREF allowed_values LOAD_FAST idcs_prevented_operations POP_JUMP_IF_FALSE LOAD_CLOSURE allowed_values BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab702cd030, file "f.py", line 440> LOAD_CONST 'Condition.idcs_prevented_operations.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST idcs_prevented_operations GET_ITER CALL_FUNCTION LOAD_FAST idcs_prevented_operations LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST idcs_prevented_operations LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST x LOAD_DEREF allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' JUMP_FORWARD to 24 LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _tags RETURN_VALUE LOAD_FAST tags LOAD_FAST self STORE_ATTR _tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_in_progress RETURN_VALUE LOAD_FAST delete_in_progress LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_upgraded_in_release RETURN_VALUE LOAD_FAST idcs_last_upgraded_in_release LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _domain_ocid RETURN_VALUE LOAD_FAST domain_ocid LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _compartment_ocid RETURN_VALUE LOAD_FAST compartment_ocid LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tenancy_ocid RETURN_VALUE LOAD_FAST tenancy_ocid LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _external_id RETURN_VALUE LOAD_FAST external_id LOAD_FAST self STORE_ATTR _external_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST name LOAD_FAST self STORE_ATTR _name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _description RETURN_VALUE LOAD_FAST description LOAD_FAST self STORE_ATTR _description LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _attribute_name RETURN_VALUE LOAD_FAST attribute_name LOAD_FAST self STORE_ATTR _attribute_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _operator RETURN_VALUE LOAD_CONST 'eq' LOAD_CONST 'ne' LOAD_CONST 'co' LOAD_CONST 'coany' LOAD_CONST 'sw' LOAD_CONST 'ew' LOAD_CONST 'gt' LOAD_CONST 'ge' LOAD_CONST 'lt' LOAD_CONST 'le' LOAD_CONST 'in' LOAD_CONST 'nin' BUILD_LIST STORE_FAST allowed_values LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST operator LOAD_FAST allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' STORE_FAST operator LOAD_FAST operator LOAD_FAST self STORE_ATTR _operator LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _attribute_value RETURN_VALUE LOAD_FAST attribute_value LOAD_FAST self STORE_ATTR _attribute_value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _evaluate_condition_if RETURN_VALUE LOAD_FAST evaluate_condition_if LOAD_FAST self STORE_ATTR _evaluate_condition_if LOAD_CONST None RETURN_VALUE LOAD_GLOBAL formatted_flat_dict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_FAST other LOAD_ATTR __dict__ COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_FAST other COMPARE_OP == UNARY_NOT RETURN_VALUE
from oci.util import ( formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel, ) # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class Condition(object): """ Condition resource. A unit that captures a condition. """ IDCS_PREVENTED_OPERATIONS_REPLACE = "replace" IDCS_PREVENTED_OPERATIONS_UPDATE = "update" IDCS_PREVENTED_OPERATIONS_DELETE = "delete" OPERATOR_EQ = "eq" OPERATOR_NE = "ne" OPERATOR_CO = "co" OPERATOR_COANY = "coany" OPERATOR_SW = "sw" OPERATOR_EW = "ew" OPERATOR_GT = "gt" OPERATOR_GE = "ge" OPERATOR_LT = "lt" OPERATOR_LE = "le" OPERATOR_IN = "in" OPERATOR_NIN = "nin" def __init__(self, **kwargs): """ Initializes a new Condition object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param id: The value to assign to the id property of this Condition. :type id: str :param ocid: The value to assign to the ocid property of this Condition. :type ocid: str :param schemas: The value to assign to the schemas property of this Condition. :type schemas: list[str] :param meta: The value to assign to the meta property of this Condition. :type meta: oci.identity_domains.models.Meta :param idcs_created_by: The value to assign to the idcs_created_by property of this Condition. :type idcs_created_by: oci.identity_domains.models.IdcsCreatedBy :param idcs_last_modified_by: The value to assign to the idcs_last_modified_by property of this Condition. :type idcs_last_modified_by: oci.identity_domains.models.IdcsLastModifiedBy :param idcs_prevented_operations: The value to assign to the idcs_prevented_operations property of this Condition. Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type idcs_prevented_operations: list[str] :param tags: The value to assign to the tags property of this Condition. :type tags: list[oci.identity_domains.models.Tags] :param delete_in_progress: The value to assign to the delete_in_progress property of this Condition. :type delete_in_progress: bool :param idcs_last_upgraded_in_release: The value to assign to the idcs_last_upgraded_in_release property of this Condition. :type idcs_last_upgraded_in_release: str :param domain_ocid: The value to assign to the domain_ocid property of this Condition. :type domain_ocid: str :param compartment_ocid: The value to assign to the compartment_ocid property of this Condition. :type compartment_ocid: str :param tenancy_ocid: The value to assign to the tenancy_ocid property of this Condition. :type tenancy_ocid: str :param external_id: The value to assign to the external_id property of this Condition. :type external_id: str :param name: The value to assign to the name property of this Condition. :type name: str :param description: The value to assign to the description property of this Condition. :type description: str :param attribute_name: The value to assign to the attribute_name property of this Condition. :type attribute_name: str :param operator: The value to assign to the operator property of this Condition. Allowed values for this property are: "eq", "ne", "co", "coany", "sw", "ew", "gt", "ge", "lt", "le", "in", "nin", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type operator: str :param attribute_value: The value to assign to the attribute_value property of this Condition. :type attribute_value: str :param evaluate_condition_if: The value to assign to the evaluate_condition_if property of this Condition. :type evaluate_condition_if: str """ self.swagger_types = { "id": "str", "ocid": "str", "schemas": "list[str]", "meta": "Meta", "idcs_created_by": "IdcsCreatedBy", "idcs_last_modified_by": "IdcsLastModifiedBy", "idcs_prevented_operations": "list[str]", "tags": "list[Tags]", "delete_in_progress": "bool", "idcs_last_upgraded_in_release": "str", "domain_ocid": "str", "compartment_ocid": "str", "tenancy_ocid": "str", "external_id": "str", "name": "str", "description": "str", "attribute_name": "str", "operator": "str", "attribute_value": "str", "evaluate_condition_if": "str", } self.attribute_map = { "id": "id", "ocid": "ocid", "schemas": "schemas", "meta": "meta", "idcs_created_by": "idcsCreatedBy", "idcs_last_modified_by": "idcsLastModifiedBy", "idcs_prevented_operations": "idcsPreventedOperations", "tags": "tags", "delete_in_progress": "deleteInProgress", "idcs_last_upgraded_in_release": "idcsLastUpgradedInRelease", "domain_ocid": "domainOcid", "compartment_ocid": "compartmentOcid", "tenancy_ocid": "tenancyOcid", "external_id": "externalId", "name": "name", "description": "description", "attribute_name": "attributeName", "operator": "operator", "attribute_value": "attributeValue", "evaluate_condition_if": "evaluateConditionIf", } self._id = None self._ocid = None self._schemas = None self._meta = None self._idcs_created_by = None self._idcs_last_modified_by = None self._idcs_prevented_operations = None self._tags = None self._delete_in_progress = None self._idcs_last_upgraded_in_release = None self._domain_ocid = None self._compartment_ocid = None self._tenancy_ocid = None self._external_id = None self._name = None self._description = None self._attribute_name = None self._operator = None self._attribute_value = None self._evaluate_condition_if = None @property def id(self): """ Gets the id of this Condition. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :return: The id of this Condition. :rtype: str """ return self._id @id.setter def id(self, id): """ Sets the id of this Condition. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :param id: The id of this Condition. :type: str """ self._id = id @property def ocid(self): """ Gets the ocid of this Condition. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :return: The ocid of this Condition. :rtype: str """ return self._ocid @ocid.setter def ocid(self, ocid): """ Sets the ocid of this Condition. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :param ocid: The ocid of this Condition. :type: str """ self._ocid = ocid @property def schemas(self): """ **[Required]** Gets the schemas of this Condition. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :return: The schemas of this Condition. :rtype: list[str] """ return self._schemas @schemas.setter def schemas(self, schemas): """ Sets the schemas of this Condition. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :param schemas: The schemas of this Condition. :type: list[str] """ self._schemas = schemas @property def meta(self): """ Gets the meta of this Condition. :return: The meta of this Condition. :rtype: oci.identity_domains.models.Meta """ return self._meta @meta.setter def meta(self, meta): """ Sets the meta of this Condition. :param meta: The meta of this Condition. :type: oci.identity_domains.models.Meta """ self._meta = meta @property def idcs_created_by(self): """ Gets the idcs_created_by of this Condition. :return: The idcs_created_by of this Condition. :rtype: oci.identity_domains.models.IdcsCreatedBy """ return self._idcs_created_by @idcs_created_by.setter def idcs_created_by(self, idcs_created_by): """ Sets the idcs_created_by of this Condition. :param idcs_created_by: The idcs_created_by of this Condition. :type: oci.identity_domains.models.IdcsCreatedBy """ self._idcs_created_by = idcs_created_by @property def idcs_last_modified_by(self): """ Gets the idcs_last_modified_by of this Condition. :return: The idcs_last_modified_by of this Condition. :rtype: oci.identity_domains.models.IdcsLastModifiedBy """ return self._idcs_last_modified_by @idcs_last_modified_by.setter def idcs_last_modified_by(self, idcs_last_modified_by): """ Sets the idcs_last_modified_by of this Condition. :param idcs_last_modified_by: The idcs_last_modified_by of this Condition. :type: oci.identity_domains.models.IdcsLastModifiedBy """ self._idcs_last_modified_by = idcs_last_modified_by @property def idcs_prevented_operations(self): """ Gets the idcs_prevented_operations of this Condition. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The idcs_prevented_operations of this Condition. :rtype: list[str] """ return self._idcs_prevented_operations @idcs_prevented_operations.setter def idcs_prevented_operations(self, idcs_prevented_operations): """ Sets the idcs_prevented_operations of this Condition. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_prevented_operations: The idcs_prevented_operations of this Condition. :type: list[str] """ allowed_values = ["replace", "update", "delete"] if idcs_prevented_operations: idcs_prevented_operations[:] = [ ( "UNKNOWN_ENUM_VALUE" if not value_allowed_none_or_none_sentinel(x, allowed_values) else x ) for x in idcs_prevented_operations ] self._idcs_prevented_operations = idcs_prevented_operations @property def tags(self): """ Gets the tags of this Condition. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :return: The tags of this Condition. :rtype: list[oci.identity_domains.models.Tags] """ return self._tags @tags.setter def tags(self, tags): """ Sets the tags of this Condition. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :param tags: The tags of this Condition. :type: list[oci.identity_domains.models.Tags] """ self._tags = tags @property def delete_in_progress(self): """ Gets the delete_in_progress of this Condition. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :return: The delete_in_progress of this Condition. :rtype: bool """ return self._delete_in_progress @delete_in_progress.setter def delete_in_progress(self, delete_in_progress): """ Sets the delete_in_progress of this Condition. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :param delete_in_progress: The delete_in_progress of this Condition. :type: bool """ self._delete_in_progress = delete_in_progress @property def idcs_last_upgraded_in_release(self): """ Gets the idcs_last_upgraded_in_release of this Condition. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :return: The idcs_last_upgraded_in_release of this Condition. :rtype: str """ return self._idcs_last_upgraded_in_release @idcs_last_upgraded_in_release.setter def idcs_last_upgraded_in_release(self, idcs_last_upgraded_in_release): """ Sets the idcs_last_upgraded_in_release of this Condition. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_last_upgraded_in_release: The idcs_last_upgraded_in_release of this Condition. :type: str """ self._idcs_last_upgraded_in_release = idcs_last_upgraded_in_release @property def domain_ocid(self): """ Gets the domain_ocid of this Condition. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The domain_ocid of this Condition. :rtype: str """ return self._domain_ocid @domain_ocid.setter def domain_ocid(self, domain_ocid): """ Sets the domain_ocid of this Condition. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param domain_ocid: The domain_ocid of this Condition. :type: str """ self._domain_ocid = domain_ocid @property def compartment_ocid(self): """ Gets the compartment_ocid of this Condition. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The compartment_ocid of this Condition. :rtype: str """ return self._compartment_ocid @compartment_ocid.setter def compartment_ocid(self, compartment_ocid): """ Sets the compartment_ocid of this Condition. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param compartment_ocid: The compartment_ocid of this Condition. :type: str """ self._compartment_ocid = compartment_ocid @property def tenancy_ocid(self): """ Gets the tenancy_ocid of this Condition. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The tenancy_ocid of this Condition. :rtype: str """ return self._tenancy_ocid @tenancy_ocid.setter def tenancy_ocid(self, tenancy_ocid): """ Sets the tenancy_ocid of this Condition. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param tenancy_ocid: The tenancy_ocid of this Condition. :type: str """ self._tenancy_ocid = tenancy_ocid @property def external_id(self): """ Gets the external_id of this Condition. An identifier for the Resource as defined by the Service Consumer. The externalId may simplify identification of the Resource between Service Consumer and Service provider by allowing the Consumer to refer to the Resource with its own identifier, obviating the need to store a local mapping between the local identifier of the Resource and the identifier used by the Service Provider. Each Resource MAY include a non-empty externalId value. The value of the externalId attribute is always issued be the Service Consumer and can never be specified by the Service Provider. The Service Provider MUST always interpret the externalId as scoped to the Service Consumer's tenant. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :return: The external_id of this Condition. :rtype: str """ return self._external_id @external_id.setter def external_id(self, external_id): """ Sets the external_id of this Condition. An identifier for the Resource as defined by the Service Consumer. The externalId may simplify identification of the Resource between Service Consumer and Service provider by allowing the Consumer to refer to the Resource with its own identifier, obviating the need to store a local mapping between the local identifier of the Resource and the identifier used by the Service Provider. Each Resource MAY include a non-empty externalId value. The value of the externalId attribute is always issued be the Service Consumer and can never be specified by the Service Provider. The Service Provider MUST always interpret the externalId as scoped to the Service Consumer's tenant. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :param external_id: The external_id of this Condition. :type: str """ self._external_id = external_id @property def name(self): """ **[Required]** Gets the name of this Condition. Condition name **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: global :return: The name of this Condition. :rtype: str """ return self._name @name.setter def name(self, name): """ Sets the name of this Condition. Condition name **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: global :param name: The name of this Condition. :type: str """ self._name = name @property def description(self): """ Gets the description of this Condition. Condition Description **SCIM++ Properties:** - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :return: The description of this Condition. :rtype: str """ return self._description @description.setter def description(self, description): """ Sets the description of this Condition. Condition Description **SCIM++ Properties:** - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :param description: The description of this Condition. :type: str """ self._description = description @property def attribute_name(self): """ **[Required]** Gets the attribute_name of this Condition. AttributeName - RHS of condition **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :return: The attribute_name of this Condition. :rtype: str """ return self._attribute_name @attribute_name.setter def attribute_name(self, attribute_name): """ Sets the attribute_name of this Condition. AttributeName - RHS of condition **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :param attribute_name: The attribute_name of this Condition. :type: str """ self._attribute_name = attribute_name @property def operator(self): """ **[Required]** Gets the operator of this Condition. **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none Operator in the condition. It support all SCIM operators like eq, gt, lt, le, sw etc Allowed values for this property are: "eq", "ne", "co", "coany", "sw", "ew", "gt", "ge", "lt", "le", "in", "nin", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The operator of this Condition. :rtype: str """ return self._operator @operator.setter def operator(self, operator): """ Sets the operator of this Condition. **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none Operator in the condition. It support all SCIM operators like eq, gt, lt, le, sw etc :param operator: The operator of this Condition. :type: str """ allowed_values = [ "eq", "ne", "co", "coany", "sw", "ew", "gt", "ge", "lt", "le", "in", "nin", ] if not value_allowed_none_or_none_sentinel(operator, allowed_values): operator = "UNKNOWN_ENUM_VALUE" self._operator = operator @property def attribute_value(self): """ **[Required]** Gets the attribute_value of this Condition. attributeValue - RHS of condition **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :return: The attribute_value of this Condition. :rtype: str """ return self._attribute_value @attribute_value.setter def attribute_value(self, attribute_value): """ Sets the attribute_value of this Condition. attributeValue - RHS of condition **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :param attribute_value: The attribute_value of this Condition. :type: str """ self._attribute_value = attribute_value @property def evaluate_condition_if(self): """ Gets the evaluate_condition_if of this Condition. Evaluate the condition if this expression returns true, else skip condition evaluation **Added In:** 18.1.6 **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :return: The evaluate_condition_if of this Condition. :rtype: str """ return self._evaluate_condition_if @evaluate_condition_if.setter def evaluate_condition_if(self, evaluate_condition_if): """ Sets the evaluate_condition_if of this Condition. Evaluate the condition if this expression returns true, else skip condition evaluation **Added In:** 18.1.6 **SCIM++ Properties:** - caseExact: true - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: default - type: string - uniqueness: none :param evaluate_condition_if: The evaluate_condition_if of this Condition. :type: str """ self._evaluate_condition_if = evaluate_condition_if def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other
data/oci-2.122.0/src/oci/identity_domains/models/condition.py
5,225
9,038
178,662
LOAD_CONST 'Test for "region" module.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('Nifti1Image',) IMPORT_NAME nibabel IMPORT_FROM Nifti1Image STORE_NAME Nifti1Image POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_almost_equal', 'assert_equal') IMPORT_NAME numpy.testing IMPORT_FROM assert_almost_equal STORE_NAME assert_almost_equal IMPORT_FROM assert_equal STORE_NAME assert_equal POP_TOP LOAD_CONST 0 LOAD_CONST ('generate_fake_fmri', 'generate_labeled_regions', 'generate_maps', 'generate_timeseries') IMPORT_NAME nilearn._utils.data_gen IMPORT_FROM generate_fake_fmri STORE_NAME generate_fake_fmri IMPORT_FROM generate_labeled_regions STORE_NAME generate_labeled_regions IMPORT_FROM generate_maps STORE_NAME generate_maps IMPORT_FROM generate_timeseries STORE_NAME generate_timeseries POP_TOP LOAD_CONST 0 LOAD_CONST ('DimensionError',) IMPORT_NAME nilearn._utils.exceptions IMPORT_FROM DimensionError STORE_NAME DimensionError POP_TOP LOAD_CONST 0 LOAD_CONST ('write_imgs_to_path',) IMPORT_NAME nilearn._utils.testing IMPORT_FROM write_imgs_to_path STORE_NAME write_imgs_to_path POP_TOP LOAD_CONST 0 LOAD_CONST ('_affine_eye', '_shape_3d_default') IMPORT_NAME nilearn.conftest IMPORT_FROM _affine_eye STORE_NAME _affine_eye IMPORT_FROM _shape_3d_default STORE_NAME _shape_3d_default POP_TOP LOAD_CONST 0 LOAD_CONST ('get_data', 'new_img_like') IMPORT_NAME nilearn.image IMPORT_FROM get_data STORE_NAME get_data IMPORT_FROM new_img_like STORE_NAME new_img_like POP_TOP LOAD_CONST 0 LOAD_CONST ('NiftiLabelsMasker',) IMPORT_NAME nilearn.maskers IMPORT_FROM NiftiLabelsMasker STORE_NAME NiftiLabelsMasker POP_TOP LOAD_CONST 0 LOAD_CONST ('_check_shape_and_affine_compatibility', '_trim_maps', 'img_to_signals_labels', 'img_to_signals_maps', 'signals_to_img_labels', 'signals_to_img_maps') IMPORT_NAME nilearn.regions.signal_extraction IMPORT_FROM _check_shape_and_affine_compatibility STORE_NAME _check_shape_and_affine_compatibility IMPORT_FROM _trim_maps STORE_NAME _trim_maps IMPORT_FROM img_to_signals_labels STORE_NAME img_to_signals_labels IMPORT_FROM img_to_signals_maps STORE_NAME img_to_signals_maps IMPORT_FROM signals_to_img_labels STORE_NAME signals_to_img_labels IMPORT_FROM signals_to_img_maps STORE_NAME signals_to_img_maps POP_TOP LOAD_CONST 'Input data has incompatible dimensionality: Expected dimension is 3D and you provided a 4D image' STORE_NAME _3D_EXPECTED_ERROR_MSG LOAD_CONST 'Input data has incompatible dimensionality: Expected dimension is 4D and you provided a 3D image' STORE_NAME _4D_EXPECTED_ERROR_MSG LOAD_CONST 'Images have incompatible shapes.' STORE_NAME SHAPE_ERROR_MSG LOAD_CONST 'Images have different affine matrices.' STORE_NAME AFFINE_ERROR_MSG LOAD_NAME np LOAD_METHOD finfo LOAD_NAME np LOAD_ATTR float64 CALL_METHOD LOAD_ATTR eps STORE_NAME EPS LOAD_CONST 1000 LOAD_NAME np LOAD_METHOD finfo LOAD_NAME np LOAD_ATTR float32 CALL_METHOD LOAD_ATTR eps BINARY_MULTIPLY STORE_NAME INF LOAD_CONST 8 STORE_NAME N_REGIONS LOAD_CONST 17 STORE_NAME N_TIMEPOINTS LOAD_NAME _shape_3d_default CALL_FUNCTION BUILD_TUPLE LOAD_CONST <code object _make_label_data at 0x7fab8239ae40, file "f.py", line 56> LOAD_CONST '_make_label_data' MAKE_FUNCTION STORE_NAME _make_label_data LOAD_CONST <code object _create_mask_with_3_regions_from_labels_data at 0x7fab8239a8a0, file "f.py", line 70> LOAD_CONST '_create_mask_with_3_regions_from_labels_data' MAKE_FUNCTION STORE_NAME _create_mask_with_3_regions_from_labels_data LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object labels_data at 0x7fab8239ab70, file "f.py", line 76> LOAD_CONST 'labels_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels_data LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object labels_img at 0x7fab8239aae0, file "f.py", line 81> LOAD_CONST 'labels_img' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels_img LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object mask_img at 0x7fab8239ad20, file "f.py", line 86> LOAD_CONST 'mask_img' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mask_img LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object signals at 0x7fab8239a930, file "f.py", line 93> LOAD_CONST 'signals' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signals LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object fmri_img at 0x7fab8239aa50, file "f.py", line 98> LOAD_CONST 'fmri_img' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fmri_img LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object labeled_regions at 0x7fab424ac4b0, file "f.py", line 103> LOAD_CONST 'labeled_regions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labeled_regions LOAD_CONST <code object _all_voxel_of_each_region_have_same_values at 0x7fab424ac780, file "f.py", line 111> LOAD_CONST '_all_voxel_of_each_region_have_same_values' MAKE_FUNCTION STORE_NAME _all_voxel_of_each_region_have_same_values LOAD_CONST <code object test_check_shape_and_affine_compatibility_without_dim at 0x7fab424ac390, file "f.py", line 118> LOAD_CONST 'test_check_shape_and_affine_compatibility_without_dim' MAKE_FUNCTION STORE_NAME test_check_shape_and_affine_compatibility_without_dim LOAD_CONST <code object test_check_shape_and_affine_compatibility_with_dim at 0x7fab424ac8a0, file "f.py", line 127> LOAD_CONST 'test_check_shape_and_affine_compatibility_with_dim' MAKE_FUNCTION STORE_NAME test_check_shape_and_affine_compatibility_with_dim LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'test_shape, test_affine, msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_check_shape_and_affine_compatibility_error at 0x7fab424acb70, file "f.py", line 138> LOAD_CONST 'test_check_shape_and_affine_compatibility_error' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_check_shape_and_affine_compatibility_error LOAD_CONST <code object test_errors_3D at 0x7fab424acc90, file "f.py", line 154> LOAD_CONST 'test_errors_3D' MAKE_FUNCTION STORE_NAME test_errors_3D LOAD_CONST <code object test_errors_4D_labels at 0x7fab424acd20, file "f.py", line 165> LOAD_CONST 'test_errors_4D_labels' MAKE_FUNCTION STORE_NAME test_errors_4D_labels LOAD_CONST <code object test_errors_4D_masks at 0x7fab424ace40, file "f.py", line 176> LOAD_CONST 'test_errors_4D_masks' MAKE_FUNCTION STORE_NAME test_errors_4D_masks LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_img_to_signals_labels_bad_labels_input at 0x7fab424ac5d0, file "f.py", line 202> LOAD_CONST 'test_img_to_signals_labels_bad_labels_input' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_img_to_signals_labels_bad_labels_input LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_img_to_signals_labels_bad_mask_input at 0x7fab424ac6f0, file "f.py", line 218> LOAD_CONST 'test_img_to_signals_labels_bad_mask_input' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_img_to_signals_labels_bad_mask_input LOAD_CONST <code object test_img_to_signals_labels_error_strategy at 0x7fab424ac030, file "f.py", line 238> LOAD_CONST 'test_img_to_signals_labels_error_strategy' MAKE_FUNCTION STORE_NAME test_img_to_signals_labels_error_strategy LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_signals_to_img_labels_bad_label_input at 0x7fab424ac9c0, file "f.py", line 245> LOAD_CONST 'test_signals_to_img_labels_bad_label_input' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_signals_to_img_labels_bad_label_input LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_signals_to_img_labels_bad_mask_input at 0x7fab424ac0c0, file "f.py", line 265> LOAD_CONST 'test_signals_to_img_labels_bad_mask_input' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_signals_to_img_labels_bad_mask_input LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11, 7) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST (7,) BINARY_ADD LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_img_to_signals_maps_bad_maps at 0x7fab424ac300, file "f.py", line 285> LOAD_CONST 'test_img_to_signals_maps_bad_maps' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_img_to_signals_maps_bad_maps LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape, affine, error_msg' LOAD_CONST (8, 9, 11) LOAD_NAME _affine_eye CALL_FUNCTION LOAD_NAME SHAPE_ERROR_MSG BUILD_TUPLE LOAD_NAME _shape_3d_default CALL_FUNCTION LOAD_CONST 2 LOAD_NAME _affine_eye CALL_FUNCTION BINARY_MULTIPLY LOAD_NAME AFFINE_ERROR_MSG BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_img_to_signals_maps_bad_masks at 0x7fab424ac540, file "f.py", line 302> LOAD_CONST 'test_img_to_signals_maps_bad_masks' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_img_to_signals_maps_bad_masks LOAD_CONST <code object test_signals_extraction_with_labels_without_mask at 0x7fab424aca50, file "f.py", line 318> LOAD_CONST 'test_signals_extraction_with_labels_without_mask' MAKE_FUNCTION STORE_NAME test_signals_extraction_with_labels_without_mask LOAD_CONST <code object test_signals_extraction_with_labels_without_mask_return_masked_atlas at 0x7fab424acae0, file "f.py", line 344> LOAD_CONST 'test_signals_extraction_with_labels_without_mask_return_masked_atlas' MAKE_FUNCTION STORE_NAME test_signals_extraction_with_labels_without_mask_return_masked_atlas LOAD_CONST <code object test_signals_extraction_with_labels_with_mask at 0x7fab424aced0, file "f.py", line 369> LOAD_CONST 'test_signals_extraction_with_labels_with_mask' MAKE_FUNCTION STORE_NAME test_signals_extraction_with_labels_with_mask LOAD_CONST <code object test_signals_extraction_with_labels_with_mask_return_masked_atlas at 0x7fab424ac810, file "f.py", line 408> LOAD_CONST 'test_signals_extraction_with_labels_with_mask_return_masked_atlas' MAKE_FUNCTION STORE_NAME test_signals_extraction_with_labels_with_mask_return_masked_atlas LOAD_CONST <code object test_signal_extraction_with_maps at 0x7fab424ac660, file "f.py", line 437> LOAD_CONST 'test_signal_extraction_with_maps' MAKE_FUNCTION STORE_NAME test_signal_extraction_with_maps LOAD_CONST <code object test_signal_extraction_with_maps_and_labels at 0x7fab424ac150, file "f.py", line 459> LOAD_CONST 'test_signal_extraction_with_maps_and_labels' MAKE_FUNCTION STORE_NAME test_signal_extraction_with_maps_and_labels LOAD_CONST <code object test_img_to_signals_labels_warnings at 0x7fab424acf60, file "f.py", line 503> LOAD_CONST 'test_img_to_signals_labels_warnings' MAKE_FUNCTION STORE_NAME test_img_to_signals_labels_warnings LOAD_CONST <code object test_img_to_signals_maps_warnings at 0x7fab82258c00, file "f.py", line 567> LOAD_CONST 'test_img_to_signals_maps_warnings' MAKE_FUNCTION STORE_NAME test_img_to_signals_maps_warnings LOAD_CONST <code object test_signal_extraction_nans_in_regions_are_replaced_with_zeros at 0x7fab82258d20, file "f.py", line 617> LOAD_CONST 'test_signal_extraction_nans_in_regions_are_replaced_with_zeros' MAKE_FUNCTION STORE_NAME test_signal_extraction_nans_in_regions_are_replaced_with_zeros LOAD_CONST <code object test_trim_maps at 0x7fab82258150, file "f.py", line 641> LOAD_CONST 'test_trim_maps' MAKE_FUNCTION STORE_NAME test_trim_maps LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'target_dtype' LOAD_NAME float LOAD_NAME np LOAD_ATTR float32 LOAD_NAME np LOAD_ATTR float64 LOAD_NAME int LOAD_NAME np LOAD_ATTR uint BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_img_to_signals_labels_non_float_type at 0x7fab703b0390, file "f.py", line 685> LOAD_CONST 'test_img_to_signals_labels_non_float_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_img_to_signals_labels_non_float_type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST shape LOAD_CONST 'int32' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST labels_data LOAD_CONST <code object <genexpr> at 0x7fab8228c810, file "f.py", line 58> LOAD_CONST '_make_label_data.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST h0 STORE_FAST h1 STORE_FAST h2 LOAD_CONST 1 LOAD_FAST labels_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 2 LOAD_FAST labels_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 3 LOAD_FAST labels_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 4 LOAD_FAST labels_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 5 LOAD_FAST labels_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 6 LOAD_FAST labels_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 7 LOAD_FAST labels_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 8 LOAD_FAST labels_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST labels_data RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_CONST 2 BINARY_FLOOR_DIVIDE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST labels_data LOAD_CONST 1 COMPARE_OP == LOAD_FAST labels_data LOAD_CONST 2 COMPARE_OP == BINARY_ADD LOAD_FAST labels_data LOAD_CONST 5 COMPARE_OP == BINARY_ADD STORE_FAST mask_data LOAD_GLOBAL Nifti1Image LOAD_FAST mask_data LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR int8 CALL_METHOD LOAD_FAST affine CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _make_label_data CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL _make_label_data LOAD_GLOBAL _shape_3d_default CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL _affine_eye CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_GLOBAL _shape_3d_default CALL_FUNCTION CALL_METHOD STORE_FAST mask_data LOAD_CONST 1 LOAD_FAST mask_data LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL Nifti1Image LOAD_FAST mask_data LOAD_GLOBAL _affine_eye CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL generate_timeseries LOAD_GLOBAL N_TIMEPOINTS LOAD_GLOBAL N_REGIONS LOAD_CONST ('n_timepoints', 'n_features') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL generate_fake_fmri LOAD_GLOBAL _shape_3d_default CALL_FUNCTION LOAD_GLOBAL _affine_eye CALL_FUNCTION LOAD_CONST ('shape', 'affine') CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL range LOAD_GLOBAL N_REGIONS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST labels LOAD_GLOBAL generate_labeled_regions LOAD_GLOBAL _shape_3d_default CALL_FUNCTION LOAD_GLOBAL N_REGIONS LOAD_FAST labels LOAD_CONST ('shape', 'n_regions', 'labels') CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 118 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST n_regions LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 116 STORE_FAST n LOAD_FAST data LOAD_FAST labels_data LOAD_FAST n COMPARE_OP == LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST sigs LOAD_GLOBAL assert_almost_equal LOAD_FAST sigs LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST signals LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST n LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_GLOBAL abs LOAD_FAST sigs LOAD_FAST sigs LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT CALL_FUNCTION LOAD_METHOD max CALL_METHOD LOAD_GLOBAL EPS COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 36 POP_TOP LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'error' CALL_METHOD POP_TOP LOAD_GLOBAL _check_shape_and_affine_compatibility LOAD_FAST img_3d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_CONST ('img1', 'img2') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 38 POP_TOP LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'error' CALL_METHOD POP_TOP LOAD_GLOBAL _check_shape_and_affine_compatibility LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_CONST 3 LOAD_CONST ('img1', 'img2', 'dim') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST test_shape CALL_METHOD LOAD_FAST test_affine CALL_FUNCTION STORE_FAST img2 LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 48 POP_TOP LOAD_GLOBAL _check_shape_and_affine_compatibility LOAD_FAST img_3d_zeros_eye LOAD_FAST img2 LOAD_CONST ('img1', 'img2') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST img_3d_zeros_eye STORE_FAST wrong_dim_image LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _4D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 36 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST wrong_dim_image LOAD_FAST img_3d_zeros_eye LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _4D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 74 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST img_4d_zeros_eye LOAD_FAST wrong_dim_image LOAD_CONST ('imgs', 'maps_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST img_4d_zeros_eye STORE_FAST wrong_dim_label_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _3D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 36 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST wrong_dim_label_img LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _3D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 74 POP_TOP LOAD_GLOBAL signals_to_img_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST wrong_dim_label_img LOAD_CONST ('signals', 'labels_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST img_4d_zeros_eye STORE_FAST wrong_dim_mask_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _3D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 38 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_FAST wrong_dim_mask_img LOAD_CONST ('imgs', 'labels_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _3D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_GLOBAL signals_to_img_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_FAST wrong_dim_mask_img LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL DimensionError LOAD_GLOBAL _3D_EXPECTED_ERROR_MSG LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 118 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST img_4d_zeros_eye LOAD_FAST img_4d_zeros_eye LOAD_FAST wrong_dim_mask_img LOAD_CONST ('imgs', 'maps_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 48 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST bad_img LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 50 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_FAST bad_img LOAD_CONST ('imgs', 'labels_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST 'Invalid strategy' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 34 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_CONST 'foo' LOAD_CONST ('imgs', 'labels_img', 'strategy') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 50 POP_TOP LOAD_GLOBAL signals_to_img_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST bad_img LOAD_FAST img_3d_zeros_eye LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 50 POP_TOP LOAD_GLOBAL signals_to_img_labels LOAD_FAST img_4d_zeros_eye LOAD_FAST img_3d_zeros_eye LOAD_FAST bad_img LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 48 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST img_4d_zeros_eye LOAD_FAST bad_img LOAD_CONST ('imgs', 'maps_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Nifti1Image LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape CALL_METHOD LOAD_FAST affine CALL_FUNCTION STORE_FAST bad_img LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_FAST error_msg LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 50 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST img_4d_zeros_eye LOAD_FAST img_4d_zeros_eye LOAD_FAST bad_img LOAD_CONST ('imgs', 'maps_img', 'mask_img') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL signals_to_img_labels LOAD_FAST signals LOAD_FAST labels_img LOAD_CONST ('signals', 'labels_img') CALL_FUNCTION STORE_FAST data_img LOAD_FAST data_img LOAD_ATTR shape LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_data LOAD_FAST data_img CALL_FUNCTION STORE_FAST data LOAD_GLOBAL np LOAD_METHOD all LOAD_FAST data LOAD_ATTR std LOAD_CONST -1 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_FAST data CALL_FUNCTION LOAD_METHOD max CALL_METHOD LOAD_CONST 1e-09 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _all_voxel_of_each_region_have_same_values LOAD_FAST data LOAD_FAST labels_data LOAD_GLOBAL N_REGIONS LOAD_FAST signals CALL_FUNCTION POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST data_img LOAD_FAST labels_img LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST signals_r STORE_FAST labels_r LOAD_GLOBAL assert_almost_equal LOAD_FAST signals_r LOAD_FAST signals CALL_FUNCTION POP_TOP LOAD_FAST labels_r LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 9 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL write_imgs_to_path LOAD_FAST data_img LOAD_FAST tmp_path LOAD_CONST ('file_path',) CALL_FUNCTION STORE_FAST filenames LOAD_GLOBAL img_to_signals_labels LOAD_FAST filenames LOAD_FAST labels_img LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST signals_r STORE_FAST labels_r LOAD_GLOBAL assert_almost_equal LOAD_FAST signals_r LOAD_FAST signals CALL_FUNCTION POP_TOP LOAD_FAST labels_r LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 9 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL signals_to_img_labels LOAD_FAST signals LOAD_FAST labels_img LOAD_CONST ('signals', 'labels_img') CALL_FUNCTION STORE_FAST data_img LOAD_GLOBAL img_to_signals_labels LOAD_FAST data_img LOAD_FAST labels_img LOAD_CONST True LOAD_CONST ('imgs', 'labels_img', 'return_masked_atlas') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _ STORE_FAST masked_atlas_r LOAD_GLOBAL get_data LOAD_FAST labels_img CALL_FUNCTION STORE_FAST labels_data LOAD_GLOBAL get_data LOAD_FAST masked_atlas_r CALL_FUNCTION STORE_FAST labels_data_r LOAD_GLOBAL assert_equal LOAD_FAST labels_data_r LOAD_FAST labels_data CALL_FUNCTION POP_TOP LOAD_GLOBAL list LOAD_GLOBAL np LOAD_METHOD unique LOAD_FAST labels_data_r CALL_METHOD CALL_FUNCTION LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 9 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL signals_to_img_labels LOAD_FAST signals LOAD_FAST labels_img LOAD_FAST mask_img LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION STORE_FAST data_img LOAD_FAST data_img LOAD_ATTR shape LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_data LOAD_FAST data_img CALL_FUNCTION STORE_FAST data LOAD_GLOBAL abs LOAD_FAST data CALL_FUNCTION LOAD_METHOD max CALL_METHOD LOAD_CONST 1e-09 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD all LOAD_FAST data LOAD_GLOBAL np LOAD_METHOD logical_not LOAD_GLOBAL get_data LOAD_FAST mask_img CALL_FUNCTION CALL_METHOD BINARY_SUBSCR LOAD_ATTR std LOAD_CONST -1 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_GLOBAL EPS COMPARE_OP < CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL write_imgs_to_path LOAD_FAST labels_img LOAD_FAST mask_img LOAD_FAST tmp_path LOAD_CONST ('file_path',) CALL_FUNCTION STORE_FAST filenames LOAD_GLOBAL signals_to_img_labels LOAD_FAST signals LOAD_FAST filenames LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST filenames LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION STORE_FAST data_img LOAD_FAST data_img LOAD_ATTR shape LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_data LOAD_FAST data_img CALL_FUNCTION STORE_FAST data LOAD_GLOBAL abs LOAD_FAST data CALL_FUNCTION LOAD_METHOD max CALL_METHOD LOAD_CONST 1e-09 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD all LOAD_FAST data LOAD_GLOBAL np LOAD_METHOD logical_not LOAD_GLOBAL get_data LOAD_FAST mask_img CALL_FUNCTION CALL_METHOD BINARY_SUBSCR LOAD_ATTR std LOAD_CONST -1 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_GLOBAL EPS COMPARE_OP < CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST labels_data LOAD_METHOD copy CALL_METHOD STORE_FAST masked_labels_data LOAD_CONST 0 LOAD_FAST masked_labels_data LOAD_GLOBAL np LOAD_METHOD logical_not LOAD_GLOBAL get_data LOAD_FAST mask_img CALL_FUNCTION CALL_METHOD STORE_SUBSCR LOAD_GLOBAL _all_voxel_of_each_region_have_same_values LOAD_FAST data LOAD_FAST masked_labels_data LOAD_GLOBAL N_REGIONS LOAD_FAST signals CALL_FUNCTION POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST data_img LOAD_FAST labels_img LOAD_FAST mask_img LOAD_CONST ('imgs', 'labels_img', 'mask_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST signals_r STORE_FAST labels_r LOAD_GLOBAL assert_almost_equal LOAD_FAST signals_r LOAD_FAST signals CALL_FUNCTION POP_TOP LOAD_FAST labels_r LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 9 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL signals_to_img_labels LOAD_FAST signals LOAD_FAST labels_img LOAD_FAST mask_img LOAD_CONST ('signals', 'labels_img', 'mask_img') CALL_FUNCTION STORE_FAST data_img LOAD_GLOBAL _create_mask_with_3_regions_from_labels_data LOAD_GLOBAL get_data LOAD_FAST labels_img CALL_FUNCTION LOAD_FAST labels_img LOAD_ATTR affine CALL_FUNCTION STORE_FAST mask_img LOAD_GLOBAL img_to_signals_labels LOAD_FAST data_img LOAD_FAST labels_img LOAD_FAST mask_img LOAD_CONST True LOAD_CONST ('imgs', 'labels_img', 'mask_img', 'return_masked_atlas') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _ STORE_FAST masked_atlas_r LOAD_GLOBAL get_data LOAD_FAST masked_atlas_r CALL_FUNCTION STORE_FAST labels_data_r LOAD_GLOBAL list LOAD_GLOBAL np LOAD_METHOD unique LOAD_FAST labels_data_r CALL_METHOD CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 5 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL generate_maps LOAD_FAST shape_3d_default LOAD_GLOBAL N_REGIONS CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_img STORE_FAST mask_img LOAD_GLOBAL get_data LOAD_FAST maps_img CALL_FUNCTION STORE_FAST maps_data LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD CALL_METHOD STORE_FAST data LOAD_GLOBAL np LOAD_METHOD zeros LOAD_GLOBAL N_TIMEPOINTS LOAD_FAST maps_data LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR BUILD_TUPLE CALL_METHOD STORE_FAST signals SETUP_LOOP to 146 LOAD_GLOBAL range LOAD_FAST maps_data LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 144 STORE_FAST n LOAD_FAST rng LOAD_ATTR standard_normal LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST ('size',) CALL_FUNCTION LOAD_FAST signals LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST n BUILD_TUPLE STORE_SUBSCR LOAD_FAST signals LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST n BUILD_TUPLE BINARY_SUBSCR LOAD_FAST data LOAD_FAST maps_data LOAD_CONST Ellipsis LOAD_FAST n BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP > LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Nifti1Image LOAD_FAST data LOAD_FAST affine_eye CALL_FUNCTION STORE_FAST imgs LOAD_GLOBAL img_to_signals_maps LOAD_FAST imgs LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST ('imgs', 'maps_img', 'mask_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST signals_r STORE_FAST _ LOAD_GLOBAL assert_almost_equal LOAD_FAST signals LOAD_FAST signals_r CALL_FUNCTION POP_TOP LOAD_GLOBAL signals_to_img_maps LOAD_FAST signals LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST ('mask_img',) CALL_FUNCTION STORE_FAST img_r LOAD_GLOBAL assert_almost_equal LOAD_GLOBAL get_data LOAD_FAST img_r CALL_FUNCTION LOAD_GLOBAL get_data LOAD_FAST imgs CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST imgs LOAD_FAST maps_img CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST signals_r STORE_FAST _ LOAD_GLOBAL assert_almost_equal LOAD_FAST signals LOAD_FAST signals_r CALL_FUNCTION POP_TOP LOAD_GLOBAL signals_to_img_maps LOAD_FAST signals LOAD_FAST maps_img CALL_FUNCTION STORE_FAST img_r LOAD_GLOBAL assert_almost_equal LOAD_GLOBAL get_data LOAD_FAST img_r CALL_FUNCTION LOAD_GLOBAL get_data LOAD_FAST imgs CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL range LOAD_GLOBAL N_REGIONS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST labels LOAD_GLOBAL get_data LOAD_FAST labeled_regions CALL_FUNCTION STORE_FAST labels_data LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape_3d_default LOAD_GLOBAL N_REGIONS BUILD_TUPLE BINARY_ADD CALL_METHOD STORE_FAST maps_data SETUP_LOOP to 92 LOAD_GLOBAL enumerate LOAD_FAST labels CALL_FUNCTION GET_ITER FOR_ITER to 90 UNPACK_SEQUENCE STORE_FAST n STORE_FAST l LOAD_FAST n LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_CONST 1 LOAD_FAST maps_data LOAD_FAST labels_data LOAD_FAST l COMPARE_OP == LOAD_FAST n LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Nifti1Image LOAD_FAST maps_data LOAD_FAST labeled_regions LOAD_ATTR affine CALL_FUNCTION STORE_FAST maps_img LOAD_GLOBAL img_to_signals_maps LOAD_FAST fmri_img LOAD_FAST maps_img CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_signals STORE_FAST maps_labels LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labeled_regions LOAD_CONST ('imgs', 'labels_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST labels_signals STORE_FAST labels_labels LOAD_GLOBAL assert_almost_equal LOAD_FAST maps_signals LOAD_FAST labels_signals CALL_FUNCTION POP_TOP LOAD_GLOBAL _create_mask_with_3_regions_from_labels_data LOAD_FAST labels_data LOAD_FAST labeled_regions LOAD_ATTR affine CALL_FUNCTION STORE_FAST mask_img LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labeled_regions LOAD_FAST mask_img LOAD_CONST ('imgs', 'labels_img', 'mask_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST labels_signals STORE_FAST labels_labels LOAD_GLOBAL img_to_signals_maps LOAD_FAST fmri_img LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST ('mask_img',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_signals STORE_FAST maps_labels LOAD_GLOBAL assert_almost_equal LOAD_FAST maps_signals LOAD_FAST labels_signals CALL_FUNCTION POP_TOP LOAD_FAST maps_signals LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL N_REGIONS COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST maps_labels LOAD_GLOBAL list LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST maps_labels CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST labels_signals LOAD_ATTR shape LOAD_GLOBAL N_TIMEPOINTS LOAD_GLOBAL N_REGIONS BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST labels_labels LOAD_FAST labels LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL signals_to_img_labels LOAD_FAST labels_signals LOAD_FAST labeled_regions LOAD_FAST mask_img LOAD_CONST ('mask_img',) CALL_FUNCTION STORE_FAST labels_img_r LOAD_FAST labels_img_r LOAD_ATTR shape LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL signals_to_img_maps LOAD_FAST maps_signals LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST ('mask_img',) CALL_FUNCTION STORE_FAST maps_img_r LOAD_FAST maps_img_r LOAD_ATTR shape LOAD_FAST shape_3d_default LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE BINARY_ADD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_data LOAD_FAST labeled_regions CALL_FUNCTION STORE_FAST labels_data LOAD_GLOBAL _create_mask_with_3_regions_from_labels_data LOAD_FAST labels_data LOAD_FAST labeled_regions LOAD_ATTR affine CALL_FUNCTION STORE_FAST mask_img LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL UserWarning LOAD_CONST 'After applying mask to the labels image, the following labels were removed: \\{3, 4, 6, 7, 8\\}. Out of 9 labels, the masked labels image only contains 4 labels \\(including background\\).' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 60 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labeled_regions LOAD_FAST mask_img LOAD_CONST False LOAD_CONST ('imgs', 'labels_img', 'mask_img', 'keep_masked_labels') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST labels_signals STORE_FAST labels_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST labels_signals LOAD_ATTR shape LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST 3 BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST labels_labels CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL DeprecationWarning LOAD_CONST 'Applying "mask_img" before signal extraction may result in empty region signals in the output. These are currently kept. Starting from version 0.13, the default behavior will be changed to remove them by setting "keep_masked_labels=False". "keep_masked_labels" parameter will be removed in version 0.15.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 140 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labeled_regions LOAD_FAST mask_img LOAD_CONST True LOAD_CONST ('imgs', 'labels_img', 'mask_img', 'keep_masked_labels') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST labels_signals STORE_FAST labels_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST labels_signals LOAD_ATTR shape LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST 8 BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST labels_labels CALL_FUNCTION LOAD_CONST 8 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL DeprecationWarning LOAD_CONST 'After version 0.13. "img_to_signals_labels" will also return the "masked_atlas". Meanwhile "return_masked_atlas" parameter can be used to toggle this behavior. In version 0.15, "return_masked_atlas" parameter will be removed.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 218 POP_TOP LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labeled_regions LOAD_FAST mask_img LOAD_CONST False LOAD_CONST False LOAD_CONST ('imgs', 'labels_img', 'mask_img', 'keep_masked_labels', 'return_masked_atlas') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL range LOAD_GLOBAL N_REGIONS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST labels LOAD_GLOBAL get_data LOAD_FAST labeled_regions CALL_FUNCTION STORE_FAST labels_data LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST shape_3d_default LOAD_GLOBAL N_REGIONS BUILD_TUPLE BINARY_ADD CALL_METHOD STORE_FAST maps_data SETUP_LOOP to 92 LOAD_GLOBAL enumerate LOAD_FAST labels CALL_FUNCTION GET_ITER FOR_ITER to 90 UNPACK_SEQUENCE STORE_FAST n STORE_FAST l LOAD_FAST n LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_CONST 1 LOAD_FAST maps_data LOAD_FAST labels_data LOAD_FAST l COMPARE_OP == LOAD_FAST n LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Nifti1Image LOAD_FAST maps_data LOAD_FAST labeled_regions LOAD_ATTR affine CALL_FUNCTION STORE_FAST maps_img LOAD_GLOBAL _create_mask_with_3_regions_from_labels_data LOAD_FAST labels_data LOAD_FAST labeled_regions LOAD_ATTR affine CALL_FUNCTION STORE_FAST mask_img LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL UserWarning LOAD_CONST 'After applying mask to the maps image, maps with the following indices were removed: \\{2, 3, 5, 6, 7\\}. Out of 8 maps, the masked map image only contains 3 maps.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 156 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST fmri_img LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST False LOAD_CONST ('mask_img', 'keep_masked_maps') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_signals STORE_FAST maps_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST maps_signals LOAD_ATTR shape LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST 3 BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST maps_labels CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL DeprecationWarning LOAD_CONST 'Applying "mask_img" before signal extraction may result in empty region signals in the output. These are currently kept. Starting from version 0.13, the default behavior will be changed to remove them by setting "keep_masked_maps=False". "keep_masked_maps" parameter will be removed in version 0.15.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 236 POP_TOP LOAD_GLOBAL img_to_signals_maps LOAD_FAST fmri_img LOAD_FAST maps_img LOAD_FAST mask_img LOAD_CONST True LOAD_CONST ('mask_img', 'keep_masked_maps') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_signals STORE_FAST maps_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST maps_signals LOAD_ATTR shape LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST 8 BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST maps_labels CALL_FUNCTION LOAD_CONST 8 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST (4, 5, 6) STORE_FAST shape LOAD_GLOBAL list LOAD_GLOBAL range LOAD_GLOBAL N_REGIONS LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST labels LOAD_GLOBAL generate_labeled_regions LOAD_FAST shape LOAD_GLOBAL N_REGIONS LOAD_FAST labels LOAD_CONST ('labels',) CALL_FUNCTION STORE_FAST labels_img LOAD_GLOBAL get_data LOAD_FAST labels_img CALL_FUNCTION STORE_FAST labels_data LOAD_GLOBAL generate_fake_fmri LOAD_FAST shape LOAD_FAST labels_img LOAD_ATTR affine LOAD_GLOBAL N_TIMEPOINTS LOAD_CONST ('shape', 'affine', 'length') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST fmri_img STORE_FAST _ LOAD_GLOBAL _create_mask_with_3_regions_from_labels_data LOAD_FAST labels_data LOAD_FAST labels_img LOAD_ATTR affine CALL_FUNCTION STORE_FAST mask_img LOAD_FAST labels_data LOAD_CONST 2 COMPARE_OP == STORE_FAST region1 LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7fab82258930, file "f.py", line 631> LOAD_CONST 'test_signal_extraction_nans_in_regions_are_replaced_with_zeros.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST region1 CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST indices LOAD_GLOBAL np LOAD_ATTR nan LOAD_GLOBAL get_data LOAD_FAST fmri_img CALL_FUNCTION LOAD_FAST indices STORE_SUBSCR LOAD_GLOBAL img_to_signals_labels LOAD_FAST fmri_img LOAD_FAST labels_img LOAD_FAST mask_img LOAD_CONST ('imgs', 'labels_img', 'mask_img') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST labels_signals STORE_FAST labels_labels LOAD_GLOBAL np LOAD_METHOD all LOAD_FAST labels_signals LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST labels_labels LOAD_METHOD index LOAD_CONST 2 CALL_METHOD BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST ind LOAD_FAST ind LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST shape_3d_default LOAD_GLOBAL N_REGIONS BUILD_TUPLE BINARY_ADD LOAD_GLOBAL np LOAD_ATTR float32 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST maps_data LOAD_CONST <code object <genexpr> at 0x7fab82258ae0, file "f.py", line 643> LOAD_CONST 'test_trim_maps.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape_3d_default GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST h0 STORE_FAST h1 STORE_FAST h2 LOAD_CONST 1 LOAD_FAST maps_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1.1 LOAD_FAST maps_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE LOAD_CONST 1 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1 LOAD_FAST maps_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 0.5 LOAD_FAST maps_data LOAD_CONST None LOAD_FAST h0 BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE LOAD_CONST 3 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1 LOAD_FAST maps_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE LOAD_CONST 4 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1.4 LOAD_FAST maps_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h1 BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE LOAD_CONST 5 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1 LOAD_FAST maps_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_FAST h2 BUILD_SLICE LOAD_CONST 6 BUILD_TUPLE STORE_SUBSCR LOAD_CONST 1 LOAD_FAST maps_data LOAD_FAST h0 LOAD_CONST None BUILD_SLICE LOAD_FAST h1 LOAD_CONST None BUILD_SLICE LOAD_FAST h2 LOAD_CONST None BUILD_SLICE LOAD_CONST 7 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST shape_3d_default LOAD_GLOBAL np LOAD_ATTR int8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST mask_data LOAD_CONST 1 LOAD_FAST mask_data LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL _trim_maps LOAD_FAST maps_data LOAD_FAST mask_data CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_i STORE_FAST maps_i_mask STORE_FAST maps_i_indices LOAD_FAST maps_i LOAD_ATTR flags LOAD_CONST 'F_CONTIGUOUS' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST maps_i_indices CALL_FUNCTION LOAD_FAST maps_i LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST maps_i LOAD_ATTR shape LOAD_FAST maps_data LOAD_ATTR shape COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST maps_data LOAD_METHOD copy CALL_METHOD STORE_FAST maps_i_correct LOAD_CONST 0 LOAD_FAST maps_i_correct LOAD_GLOBAL np LOAD_METHOD logical_not LOAD_FAST mask_data CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL assert_almost_equal LOAD_FAST maps_i_correct LOAD_FAST maps_i CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST mask_data LOAD_FAST maps_i_mask CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_GLOBAL np LOAD_METHOD asarray LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 8 CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_FAST maps_i_indices CALL_FUNCTION POP_TOP LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST shape_3d_default LOAD_GLOBAL np LOAD_ATTR int8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST mask_data LOAD_CONST 1 LOAD_FAST mask_data LOAD_CONST 1 LOAD_CONST 2 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST 0 LOAD_FAST maps_data LOAD_CONST (1, 1, 1, 0) STORE_SUBSCR LOAD_GLOBAL _trim_maps LOAD_FAST maps_data LOAD_FAST mask_data CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST maps_i STORE_FAST maps_i_mask STORE_FAST maps_i_indices LOAD_FAST maps_i LOAD_ATTR flags LOAD_CONST 'F_CONTIGUOUS' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST maps_i_indices CALL_FUNCTION LOAD_FAST maps_i LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST maps_i LOAD_ATTR shape LOAD_FAST maps_data LOAD_ATTR shape LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR LOAD_CONST (4,) BINARY_ADD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST maps_data LOAD_CONST Ellipsis LOAD_CONST None LOAD_CONST 4 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD STORE_FAST maps_i_correct LOAD_CONST 0 LOAD_FAST maps_i_correct LOAD_GLOBAL np LOAD_METHOD logical_not LOAD_FAST mask_data CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL assert_almost_equal LOAD_FAST maps_i_correct LOAD_FAST maps_i CALL_FUNCTION POP_TOP LOAD_CONST 0 LOAD_FAST mask_data LOAD_CONST (1, 1, 1) STORE_SUBSCR LOAD_GLOBAL assert_equal LOAD_FAST mask_data LOAD_FAST maps_i_mask CALL_FUNCTION POP_TOP LOAD_CONST 1 LOAD_FAST mask_data LOAD_CONST (1, 1, 1) STORE_SUBSCR LOAD_GLOBAL assert_equal LOAD_GLOBAL np LOAD_METHOD asarray LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 4 CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_FAST maps_i_indices CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_CONST 2 BINARY_FLOOR_DIVIDE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST rng LOAD_ATTR uniform LOAD_CONST 10 LOAD_CONST 10 LOAD_CONST 10 LOAD_GLOBAL N_TIMEPOINTS BUILD_TUPLE LOAD_CONST ('size',) CALL_FUNCTION LOAD_CONST 0.5 COMPARE_OP > STORE_FAST fake_fmri_data LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 4 LOAD_CONST 4 CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR float64 CALL_METHOD STORE_FAST fake_affine LOAD_GLOBAL Nifti1Image LOAD_FAST fake_fmri_data LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR float64 CALL_METHOD LOAD_FAST fake_affine CALL_FUNCTION STORE_FAST fake_fmri_img_orig LOAD_GLOBAL new_img_like LOAD_FAST fake_fmri_img_orig LOAD_FAST fake_fmri_data LOAD_METHOD astype LOAD_FAST target_dtype CALL_METHOD CALL_FUNCTION STORE_FAST fake_fmri_img_target_dtype LOAD_GLOBAL np LOAD_ATTR ones LOAD_CONST (10, 10, 10) LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST fake_mask_data LOAD_GLOBAL Nifti1Image LOAD_FAST fake_mask_data LOAD_FAST fake_affine CALL_FUNCTION STORE_FAST fake_mask LOAD_GLOBAL NiftiLabelsMasker LOAD_FAST fake_mask CALL_FUNCTION STORE_FAST masker LOAD_FAST masker LOAD_METHOD fit CALL_METHOD POP_TOP LOAD_FAST masker LOAD_METHOD transform LOAD_FAST fake_fmri_img_target_dtype CALL_METHOD STORE_FAST timeseries_int LOAD_FAST masker LOAD_METHOD transform LOAD_FAST fake_fmri_img_orig CALL_METHOD STORE_FAST timeseries_float LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST timeseries_int CALL_METHOD LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST timeseries_int LOAD_FAST timeseries_float CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
"""Test for "region" module.""" import warnings import numpy as np import pytest from nibabel import Nifti1Image from numpy.testing import assert_almost_equal, assert_equal from nilearn._utils.data_gen import ( generate_fake_fmri, generate_labeled_regions, generate_maps, generate_timeseries, ) from nilearn._utils.exceptions import DimensionError from nilearn._utils.testing import write_imgs_to_path from nilearn.conftest import _affine_eye, _shape_3d_default from nilearn.image import get_data, new_img_like from nilearn.maskers import NiftiLabelsMasker from nilearn.regions.signal_extraction import ( _check_shape_and_affine_compatibility, _trim_maps, img_to_signals_labels, img_to_signals_maps, signals_to_img_labels, signals_to_img_maps, ) _3D_EXPECTED_ERROR_MSG = ( "Input data has incompatible dimensionality: " "Expected dimension is 3D and you provided " "a 4D image" ) _4D_EXPECTED_ERROR_MSG = ( "Input data has incompatible dimensionality: " "Expected dimension is 4D and you provided " "a 3D image" ) SHAPE_ERROR_MSG = "Images have incompatible shapes." AFFINE_ERROR_MSG = "Images have different affine matrices." EPS = np.finfo(np.float64).eps INF = 1000 * np.finfo(np.float32).eps N_REGIONS = 8 N_TIMEPOINTS = 17 def _make_label_data(shape=_shape_3d_default()): labels_data = np.zeros(shape, dtype="int32") h0, h1, h2 = (s // 2 for s in shape) labels_data[:h0, :h1, :h2] = 1 labels_data[:h0, :h1, h2:] = 2 labels_data[:h0, h1:, :h2] = 3 labels_data[:h0, h1:, h2:] = 4 labels_data[h0:, :h1, :h2] = 5 labels_data[h0:, :h1, h2:] = 6 labels_data[h0:, h1:, :h2] = 7 labels_data[h0:, h1:, h2:] = 8 return labels_data def _create_mask_with_3_regions_from_labels_data(labels_data, affine): """Create a mask containing only 3 regions.""" mask_data = (labels_data == 1) + (labels_data == 2) + (labels_data == 5) return Nifti1Image(mask_data.astype(np.int8), affine) @pytest.fixture def labels_data(): return _make_label_data() @pytest.fixture def labels_img(): return Nifti1Image(_make_label_data(_shape_3d_default()), _affine_eye()) @pytest.fixture def mask_img(): mask_data = np.zeros(_shape_3d_default()) mask_data[1:-1, 1:-1, 1:-1] = 1 return Nifti1Image(mask_data, _affine_eye()) @pytest.fixture def signals(): return generate_timeseries(n_timepoints=N_TIMEPOINTS, n_features=N_REGIONS) @pytest.fixture def fmri_img(): return generate_fake_fmri(shape=_shape_3d_default(), affine=_affine_eye())[0] @pytest.fixture def labeled_regions(): labels = list(range(N_REGIONS + 1)) # 0 is background return generate_labeled_regions( shape=_shape_3d_default(), n_regions=N_REGIONS, labels=labels ) def _all_voxel_of_each_region_have_same_values(data, labels_data, n_regions, signals): for n in range(1, n_regions + 1): sigs = data[labels_data == n, :] assert_almost_equal(sigs[0, :], signals[:, n - 1]) assert abs(sigs - sigs[0, :]).max() < EPS def test_check_shape_and_affine_compatibility_without_dim(img_3d_zeros_eye): """Ensure correct behaviour for valid data without dim""" with warnings.catch_warnings(): warnings.simplefilter("error") _check_shape_and_affine_compatibility( img1=img_3d_zeros_eye, img2=img_3d_zeros_eye ) def test_check_shape_and_affine_compatibility_with_dim( img_3d_zeros_eye, img_4d_zeros_eye ): """Ensure correct behaviour for valid data without dim""" with warnings.catch_warnings(): warnings.simplefilter("error") _check_shape_and_affine_compatibility( img1=img_4d_zeros_eye, img2=img_3d_zeros_eye, dim=3 ) @pytest.mark.parametrize( "test_shape, test_affine, msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_check_shape_and_affine_compatibility_error( img_3d_zeros_eye, test_shape, test_affine, msg ): img2 = Nifti1Image(np.zeros(test_shape), test_affine) with pytest.raises(ValueError, match=msg): _check_shape_and_affine_compatibility(img1=img_3d_zeros_eye, img2=img2) def test_errors_3D(img_3d_zeros_eye, img_4d_zeros_eye): """Verify that 3D images are refused.""" wrong_dim_image = img_3d_zeros_eye with pytest.raises(DimensionError, match=_4D_EXPECTED_ERROR_MSG): img_to_signals_labels(imgs=wrong_dim_image, labels_img=img_3d_zeros_eye) with pytest.raises(DimensionError, match=_4D_EXPECTED_ERROR_MSG): img_to_signals_maps(imgs=img_4d_zeros_eye, maps_img=wrong_dim_image) def test_errors_4D_labels(img_4d_zeros_eye): """Verify that 4D images are refused.""" wrong_dim_label_img = img_4d_zeros_eye with pytest.raises(DimensionError, match=_3D_EXPECTED_ERROR_MSG): img_to_signals_labels(imgs=img_4d_zeros_eye, labels_img=wrong_dim_label_img) with pytest.raises(DimensionError, match=_3D_EXPECTED_ERROR_MSG): signals_to_img_labels(signals=img_4d_zeros_eye, labels_img=wrong_dim_label_img) def test_errors_4D_masks(img_3d_zeros_eye, img_4d_zeros_eye): """Verify that 4D images are refused.""" wrong_dim_mask_img = img_4d_zeros_eye with pytest.raises(DimensionError, match=_3D_EXPECTED_ERROR_MSG): img_to_signals_labels( imgs=img_4d_zeros_eye, labels_img=img_3d_zeros_eye, mask_img=wrong_dim_mask_img, ) with pytest.raises(DimensionError, match=_3D_EXPECTED_ERROR_MSG): signals_to_img_labels( signals=img_4d_zeros_eye, labels_img=img_3d_zeros_eye, mask_img=wrong_dim_mask_img, ) with pytest.raises(DimensionError, match=_3D_EXPECTED_ERROR_MSG): img_to_signals_maps( imgs=img_4d_zeros_eye, maps_img=img_4d_zeros_eye, mask_img=wrong_dim_mask_img, ) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_img_to_signals_labels_bad_labels_input( img_4d_zeros_eye, shape, affine, error_msg ): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): img_to_signals_labels(imgs=img_4d_zeros_eye, labels_img=bad_img) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_img_to_signals_labels_bad_mask_input( img_4d_zeros_eye, img_3d_zeros_eye, shape, affine, error_msg ): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): img_to_signals_labels( imgs=img_4d_zeros_eye, labels_img=img_3d_zeros_eye, mask_img=bad_img, ) def test_img_to_signals_labels_error_strategy(img_4d_zeros_eye, img_3d_zeros_eye): with pytest.raises(ValueError, match="Invalid strategy"): img_to_signals_labels( imgs=img_4d_zeros_eye, labels_img=img_3d_zeros_eye, strategy="foo" ) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_signals_to_img_labels_bad_label_input( img_4d_zeros_eye, img_3d_zeros_eye, shape, affine, error_msg ): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): signals_to_img_labels( signals=img_4d_zeros_eye, labels_img=bad_img, mask_img=img_3d_zeros_eye, ) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_signals_to_img_labels_bad_mask_input( img_4d_zeros_eye, img_3d_zeros_eye, shape, affine, error_msg ): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): signals_to_img_labels( signals=img_4d_zeros_eye, labels_img=img_3d_zeros_eye, mask_img=bad_img, ) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11, 7), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default() + (7,), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_img_to_signals_maps_bad_maps(img_4d_zeros_eye, shape, affine, error_msg): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): img_to_signals_maps( imgs=img_4d_zeros_eye, maps_img=bad_img, ) @pytest.mark.parametrize( "shape, affine, error_msg", [ ((8, 9, 11), _affine_eye(), SHAPE_ERROR_MSG), (_shape_3d_default(), 2 * _affine_eye(), AFFINE_ERROR_MSG), ], ) def test_img_to_signals_maps_bad_masks(img_4d_zeros_eye, shape, affine, error_msg): bad_img = Nifti1Image(np.zeros(shape), affine) with pytest.raises(ValueError, match=error_msg): img_to_signals_maps( imgs=img_4d_zeros_eye, maps_img=img_4d_zeros_eye, mask_img=bad_img ) def test_signals_extraction_with_labels_without_mask( signals, labels_data, labels_img, shape_3d_default, tmp_path ): """Test conversion between signals and images \ using regions defined by labels.""" data_img = signals_to_img_labels(signals=signals, labels_img=labels_img) assert data_img.shape == (shape_3d_default + (N_TIMEPOINTS,)) data = get_data(data_img) assert np.all(data.std(axis=-1) > 0) assert abs(data).max() > 1e-9 _all_voxel_of_each_region_have_same_values(data, labels_data, N_REGIONS, signals) signals_r, labels_r = img_to_signals_labels(imgs=data_img, labels_img=labels_img) assert_almost_equal(signals_r, signals) assert labels_r == list(range(1, 9)) filenames = write_imgs_to_path(data_img, file_path=tmp_path) signals_r, labels_r = img_to_signals_labels(imgs=filenames, labels_img=labels_img) assert_almost_equal(signals_r, signals) assert labels_r == list(range(1, 9)) def test_signals_extraction_with_labels_without_mask_return_masked_atlas( signals, labels_img ): """Test masked_atlas is correct in conversion between signals and images \ using regions defined by labels.""" data_img = signals_to_img_labels(signals=signals, labels_img=labels_img) ( _, _, masked_atlas_r, ) = img_to_signals_labels( imgs=data_img, labels_img=labels_img, return_masked_atlas=True, ) labels_data = get_data(labels_img) labels_data_r = get_data(masked_atlas_r) assert_equal(labels_data_r, labels_data) assert list(np.unique(labels_data_r)) == list(range(1, 9)) def test_signals_extraction_with_labels_with_mask( signals, labels_img, labels_data, mask_img, shape_3d_default, tmp_path ): """Test conversion between signals and images \ using regions defined by labels with a mask.""" data_img = signals_to_img_labels( signals=signals, labels_img=labels_img, mask_img=mask_img ) assert data_img.shape == (shape_3d_default + (N_TIMEPOINTS,)) data = get_data(data_img) assert abs(data).max() > 1e-9 assert np.all(data[np.logical_not(get_data(mask_img))].std(axis=-1) < EPS) filenames = write_imgs_to_path(labels_img, mask_img, file_path=tmp_path) data_img = signals_to_img_labels( signals=signals, labels_img=filenames[0], mask_img=filenames[1] ) assert data_img.shape == (shape_3d_default + (N_TIMEPOINTS,)) data = get_data(data_img) assert abs(data).max() > 1e-9 assert np.all(data[np.logical_not(get_data(mask_img))].std(axis=-1) < EPS) masked_labels_data = labels_data.copy() masked_labels_data[np.logical_not(get_data(mask_img))] = 0 _all_voxel_of_each_region_have_same_values( data, masked_labels_data, N_REGIONS, signals ) signals_r, labels_r = img_to_signals_labels( imgs=data_img, labels_img=labels_img, mask_img=mask_img ) assert_almost_equal(signals_r, signals) assert labels_r == list(range(1, 9)) def test_signals_extraction_with_labels_with_mask_return_masked_atlas( signals, labels_img, mask_img ): """Test masked_atlas is correct in conversion between signals and images \ using regions defined by labels and a mask.""" data_img = signals_to_img_labels( signals=signals, labels_img=labels_img, mask_img=mask_img ) mask_img = _create_mask_with_3_regions_from_labels_data( get_data(labels_img), labels_img.affine ) ( _, _, masked_atlas_r, ) = img_to_signals_labels( imgs=data_img, labels_img=labels_img, mask_img=mask_img, return_masked_atlas=True, ) labels_data_r = get_data(masked_atlas_r) assert list(np.unique(labels_data_r)) == [0, 1, 2, 5] def test_signal_extraction_with_maps(affine_eye, shape_3d_default, rng): maps_img, mask_img = generate_maps(shape_3d_default, N_REGIONS) maps_data = get_data(maps_img) data = np.zeros(shape_3d_default + (N_TIMEPOINTS,)) signals = np.zeros((N_TIMEPOINTS, maps_data.shape[-1])) for n in range(maps_data.shape[-1]): signals[:, n] = rng.standard_normal(size=N_TIMEPOINTS) data[maps_data[..., n] > 0, :] = signals[:, n] imgs = Nifti1Image(data, affine_eye) signals_r, _ = img_to_signals_maps(imgs=imgs, maps_img=maps_img, mask_img=mask_img) assert_almost_equal(signals, signals_r) img_r = signals_to_img_maps(signals, maps_img, mask_img=mask_img) assert_almost_equal(get_data(img_r), get_data(imgs)) signals_r, _ = img_to_signals_maps(imgs, maps_img) assert_almost_equal(signals, signals_r) img_r = signals_to_img_maps(signals, maps_img) assert_almost_equal(get_data(img_r), get_data(imgs)) def test_signal_extraction_with_maps_and_labels( labeled_regions, fmri_img, shape_3d_default ): labels = list(range(N_REGIONS + 1)) labels_data = get_data(labeled_regions) maps_data = np.zeros(shape_3d_default + (N_REGIONS,)) for n, l in enumerate(labels): if n == 0: continue maps_data[labels_data == l, n - 1] = 1 maps_img = Nifti1Image(maps_data, labeled_regions.affine) maps_signals, maps_labels = img_to_signals_maps(fmri_img, maps_img) labels_signals, labels_labels = img_to_signals_labels( imgs=fmri_img, labels_img=labeled_regions ) assert_almost_equal(maps_signals, labels_signals) mask_img = _create_mask_with_3_regions_from_labels_data( labels_data, labeled_regions.affine ) labels_signals, labels_labels = img_to_signals_labels( imgs=fmri_img, labels_img=labeled_regions, mask_img=mask_img ) maps_signals, maps_labels = img_to_signals_maps( fmri_img, maps_img, mask_img=mask_img ) assert_almost_equal(maps_signals, labels_signals) assert maps_signals.shape[1] == N_REGIONS assert maps_labels == list(range(len(maps_labels))) assert labels_signals.shape == (N_TIMEPOINTS, N_REGIONS) assert labels_labels == labels[1:] labels_img_r = signals_to_img_labels( labels_signals, labeled_regions, mask_img=mask_img ) assert labels_img_r.shape == shape_3d_default + (N_TIMEPOINTS,) maps_img_r = signals_to_img_maps(maps_signals, maps_img, mask_img=mask_img) assert maps_img_r.shape == shape_3d_default + (N_TIMEPOINTS,) def test_img_to_signals_labels_warnings(labeled_regions, fmri_img): labels_data = get_data(labeled_regions) mask_img = _create_mask_with_3_regions_from_labels_data( labels_data, labeled_regions.affine ) with pytest.warns( UserWarning, match="After applying mask to the labels image, " "the following labels were " r"removed: \{3, 4, 6, 7, 8\}. " "Out of 9 labels, the " "masked labels image only contains " "4 labels " r"\(including background\).", ): labels_signals, labels_labels = img_to_signals_labels( imgs=fmri_img, labels_img=labeled_regions, mask_img=mask_img, keep_masked_labels=False, ) assert labels_signals.shape == (N_TIMEPOINTS, 3) assert len(labels_labels) == 3 with pytest.warns( DeprecationWarning, match='Applying "mask_img" before ' "signal extraction may result in empty region signals in " "the output. These are currently kept. " "Starting from version 0.13, the default behavior will be " "changed to remove them by setting " '"keep_masked_labels=False". ' '"keep_masked_labels" parameter will be removed ' "in version 0.15.", ): labels_signals, labels_labels = img_to_signals_labels( imgs=fmri_img, labels_img=labeled_regions, mask_img=mask_img, keep_masked_labels=True, ) assert labels_signals.shape == (N_TIMEPOINTS, 8) assert len(labels_labels) == 8 with pytest.warns( DeprecationWarning, match='After version 0.13. "img_to_signals_labels" will also return ' 'the "masked_atlas". Meanwhile "return_masked_atlas" parameter can be ' "used to toggle this behavior. In version 0.15, " '"return_masked_atlas" parameter will be removed.', ): img_to_signals_labels( imgs=fmri_img, labels_img=labeled_regions, mask_img=mask_img, keep_masked_labels=False, return_masked_atlas=False, ) def test_img_to_signals_maps_warnings(labeled_regions, fmri_img, shape_3d_default): labels = list(range(N_REGIONS + 1)) labels_data = get_data(labeled_regions) maps_data = np.zeros(shape_3d_default + (N_REGIONS,)) for n, l in enumerate(labels): if n == 0: continue maps_data[labels_data == l, n - 1] = 1 maps_img = Nifti1Image(maps_data, labeled_regions.affine) mask_img = _create_mask_with_3_regions_from_labels_data( labels_data, labeled_regions.affine ) with pytest.warns( UserWarning, match="After applying mask to the maps image, " "maps with the following indices were " r"removed: \{2, 3, 5, 6, 7\}. " "Out of 8 maps, the " "masked map image only contains " "3 maps.", ): maps_signals, maps_labels = img_to_signals_maps( fmri_img, maps_img, mask_img=mask_img, keep_masked_maps=False ) assert maps_signals.shape == (N_TIMEPOINTS, 3) assert len(maps_labels) == 3 with pytest.warns( DeprecationWarning, match='Applying "mask_img" before ' "signal extraction may result in empty region signals in the " "output. These are currently kept. " "Starting from version 0.13, the default behavior will be " "changed to remove them by setting " '"keep_masked_maps=False". ' '"keep_masked_maps" parameter will be removed ' "in version 0.15.", ): maps_signals, maps_labels = img_to_signals_maps( fmri_img, maps_img, mask_img=mask_img, keep_masked_maps=True ) assert maps_signals.shape == (N_TIMEPOINTS, 8) assert len(maps_labels) == 8 def test_signal_extraction_nans_in_regions_are_replaced_with_zeros(): shape = (4, 5, 6) labels = list(range(N_REGIONS + 1)) # 0 is background labels_img = generate_labeled_regions(shape, N_REGIONS, labels=labels) labels_data = get_data(labels_img) fmri_img, _ = generate_fake_fmri( shape=shape, affine=labels_img.affine, length=N_TIMEPOINTS ) mask_img = _create_mask_with_3_regions_from_labels_data( labels_data, labels_img.affine ) region1 = labels_data == 2 indices = tuple(ind[:1] for ind in np.where(region1)) get_data(fmri_img)[indices] = np.nan labels_signals, labels_labels = img_to_signals_labels( imgs=fmri_img, labels_img=labels_img, mask_img=mask_img ) assert np.all(labels_signals[:, labels_labels.index(2)] == 0.0) def test_trim_maps(shape_3d_default): maps_data = np.zeros(shape_3d_default + (N_REGIONS,), dtype=np.float32) h0, h1, h2 = (s // 2 for s in shape_3d_default) maps_data[:h0, :h1, :h2, 0] = 1 maps_data[:h0, :h1, h2:, 1] = 1.1 maps_data[:h0, h1:, :h2, 2] = 1 maps_data[:h0, h1:, h2:, 3] = 0.5 maps_data[h0:, :h1, :h2, 4] = 1 maps_data[h0:, :h1, h2:, 5] = 1.4 maps_data[h0:, h1:, :h2, 6] = 1 maps_data[h0:, h1:, h2:, 7] = 1 mask_data = np.zeros(shape_3d_default, dtype=np.int8) mask_data[1:-1, 1:-1, 1:-1] = 1 maps_i, maps_i_mask, maps_i_indices = _trim_maps(maps_data, mask_data) assert maps_i.flags["F_CONTIGUOUS"] assert len(maps_i_indices) == maps_i.shape[-1] assert maps_i.shape == maps_data.shape maps_i_correct = maps_data.copy() maps_i_correct[np.logical_not(mask_data), :] = 0 assert_almost_equal(maps_i_correct, maps_i) assert_equal(mask_data, maps_i_mask) assert_equal(np.asarray(list(range(8))), maps_i_indices) mask_data = np.zeros(shape_3d_default, dtype=np.int8) mask_data[1:2, 1:-1, 1:-1] = 1 maps_data[1, 1, 1, 0] = 0 # remove one point inside mask maps_i, maps_i_mask, maps_i_indices = _trim_maps(maps_data, mask_data) assert maps_i.flags["F_CONTIGUOUS"] assert len(maps_i_indices) == maps_i.shape[-1] assert maps_i.shape == (maps_data.shape[:3] + (4,)) maps_i_correct = maps_data[..., :4].copy() maps_i_correct[np.logical_not(mask_data), :] = 0 assert_almost_equal(maps_i_correct, maps_i) mask_data[1, 1, 1] = 0 # for test to succeed assert_equal(mask_data, maps_i_mask) mask_data[1, 1, 1] = 1 # reset, just in case. assert_equal(np.asarray(list(range(4))), maps_i_indices) @pytest.mark.parametrize( "target_dtype", (float, np.float32, np.float64, int, np.uint), ) def test_img_to_signals_labels_non_float_type(target_dtype, rng): fake_fmri_data = rng.uniform(size=(10, 10, 10, N_TIMEPOINTS)) > 0.5 fake_affine = np.eye(4, 4).astype(np.float64) fake_fmri_img_orig = Nifti1Image(fake_fmri_data.astype(np.float64), fake_affine) fake_fmri_img_target_dtype = new_img_like( fake_fmri_img_orig, fake_fmri_data.astype(target_dtype) ) fake_mask_data = np.ones((10, 10, 10), dtype=np.uint8) fake_mask = Nifti1Image(fake_mask_data, fake_affine) masker = NiftiLabelsMasker(fake_mask) masker.fit() timeseries_int = masker.transform(fake_fmri_img_target_dtype) timeseries_float = masker.transform(fake_fmri_img_orig) assert np.sum(timeseries_int) != 0 assert np.allclose(timeseries_int, timeseries_float)
data/nilearn-0.10.3/nilearn/regions/tests/test_signal_extraction.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME gc STORE_NAME gc LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('namedtuple',) IMPORT_NAME collections IMPORT_FROM namedtuple STORE_NAME namedtuple POP_TOP LOAD_CONST 0 LOAD_CONST ('dataclass', 'field') IMPORT_NAME dataclasses IMPORT_FROM dataclass STORE_NAME dataclass IMPORT_FROM field STORE_NAME field POP_TOP LOAD_CONST 0 LOAD_CONST ('partial',) IMPORT_NAME functools IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST ('Callable', 'Optional', 'Sequence', 'Union') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 0 LOAD_CONST ('rearrange', 'repeat') IMPORT_NAME einops IMPORT_FROM rearrange STORE_NAME rearrange IMPORT_FROM repeat STORE_NAME repeat POP_TOP LOAD_CONST 0 LOAD_CONST ('Tensor',) IMPORT_NAME torch IMPORT_FROM Tensor STORE_NAME Tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('ProfilerActivity', 'profile', 'record_function') IMPORT_NAME torch.profiler IMPORT_FROM ProfilerActivity STORE_NAME ProfilerActivity IMPORT_FROM profile STORE_NAME profile IMPORT_FROM record_function STORE_NAME record_function POP_TOP LOAD_CONST 0 LOAD_CONST ('GreedySearchDecoderOnlyOutput', 'SampleDecoderOnlyOutput') IMPORT_NAME transformers.generation IMPORT_FROM GreedySearchDecoderOnlyOutput STORE_NAME GreedySearchDecoderOnlyOutput IMPORT_FROM SampleDecoderOnlyOutput STORE_NAME SampleDecoderOnlyOutput POP_TOP LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object InferenceParams at 0x7faa75f5dd20, file "f.py", line 19> LOAD_CONST 'InferenceParams' MAKE_FUNCTION LOAD_CONST 'InferenceParams' CALL_FUNCTION CALL_FUNCTION STORE_NAME InferenceParams LOAD_CONST <code object modify_logits_for_top_k_filtering at 0x7faa75f5d660, file "f.py", line 39> LOAD_CONST 'modify_logits_for_top_k_filtering' MAKE_FUNCTION STORE_NAME modify_logits_for_top_k_filtering LOAD_CONST <code object modify_logits_for_top_p_filtering at 0x7faa75f5dc90, file "f.py", line 45> LOAD_CONST 'modify_logits_for_top_p_filtering' MAKE_FUNCTION STORE_NAME modify_logits_for_top_p_filtering LOAD_CONST (1, 0.0, 1.0) LOAD_CONST <code object sample at 0x7fab543e70c0, file "f.py", line 58> LOAD_CONST 'sample' MAKE_FUNCTION STORE_NAME sample LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST (1, 0.0, 1.0, None, None, None, 1, False, False) LOAD_CONST <code object decode at 0x7faa74442390, file "f.py", line 88> LOAD_CONST 'decode' MAKE_FUNCTION CALL_FUNCTION STORE_NAME decode LOAD_CONST (1, 0.0, 1.0) LOAD_CONST <code object sample_speculative at 0x7fab5434b660, file "f.py", line 205> LOAD_CONST 'sample_speculative' MAKE_FUNCTION STORE_NAME sample_speculative LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST (3, 1, 0.0, 1.0, None, None, 1, False, False, False) LOAD_CONST <code object decode_speculative at 0x7fab6415b390, file "f.py", line 268> LOAD_CONST 'decode_speculative' MAKE_FUNCTION CALL_FUNCTION STORE_NAME decode_speculative LOAD_BUILD_CLASS LOAD_CONST <code object GenerationMixin at 0x7faa5db19c00, file "f.py", line 556> LOAD_CONST 'GenerationMixin' MAKE_FUNCTION LOAD_CONST 'GenerationMixin' CALL_FUNCTION STORE_NAME GenerationMixin LOAD_NAME torch LOAD_ATTR float16 BUILD_TUPLE LOAD_NAME Union LOAD_NAME int LOAD_NAME Sequence BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('layers',) BUILD_CONST_KEY_MAP LOAD_CONST <code object allocate_inference_cache at 0x7faa5db190c0, file "f.py", line 585> LOAD_CONST 'allocate_inference_cache' MAKE_FUNCTION STORE_NAME allocate_inference_cache LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object DecodingCGCache at 0x7faa5db19540, file "f.py", line 605> LOAD_CONST 'DecodingCGCache' MAKE_FUNCTION LOAD_CONST 'DecodingCGCache' CALL_FUNCTION CALL_FUNCTION STORE_NAME DecodingCGCache LOAD_NAME torch LOAD_METHOD inference_mode CALL_METHOD LOAD_CONST ((1,), 1, None, 2) LOAD_CONST <code object update_graph_cache at 0x7faa5db199c0, file "f.py", line 617> LOAD_CONST 'update_graph_cache' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_graph_cache LOAD_CONST (1, None, 2) LOAD_CONST <code object capture_graph at 0x7faa5db19db0, file "f.py", line 697> LOAD_CONST 'capture_graph' MAKE_FUNCTION STORE_NAME capture_graph LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InferenceParams' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Inference parameters that are passed to the main model in order\n to efficienly calculate and store the context during inference.' STORE_NAME __doc__ LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_seqlen' STORE_SUBSCR LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_batch_size' STORE_SUBSCR LOAD_CONST 0 STORE_NAME seqlen_offset LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'seqlen_offset' STORE_SUBSCR LOAD_CONST 0 STORE_NAME batch_size_offset LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'batch_size_offset' STORE_SUBSCR LOAD_NAME field LOAD_NAME dict LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME key_value_memory_dict LOAD_NAME dict LOAD_NAME __annotations__ LOAD_CONST 'key_value_memory_dict' STORE_SUBSCR LOAD_CONST None STORE_NAME lengths_per_sample LOAD_NAME Optional LOAD_NAME Tensor BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'lengths_per_sample' STORE_SUBSCR LOAD_CONST <code object reset at 0x7faa75f5ddb0, file "f.py", line 31> LOAD_CONST 'InferenceParams.reset' MAKE_FUNCTION STORE_NAME reset LOAD_CONST None RETURN_VALUE LOAD_FAST max_seqlen LOAD_FAST self STORE_ATTR max_seqlen LOAD_FAST max_batch_size LOAD_FAST self STORE_ATTR max_batch_size LOAD_CONST 0 LOAD_FAST self STORE_ATTR seqlen_offset LOAD_FAST self LOAD_ATTR lengths_per_sample LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR lengths_per_sample LOAD_METHOD zero_ CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST logits LOAD_GLOBAL torch LOAD_METHOD topk LOAD_FAST logits LOAD_FAST top_k CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST (Ellipsis, -1, None) BINARY_SUBSCR COMPARE_OP < STORE_FAST indices_to_remove LOAD_FAST logits LOAD_METHOD masked_fill_ LOAD_FAST indices_to_remove LOAD_GLOBAL float LOAD_CONST '-Inf' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR sort LOAD_FAST logits LOAD_CONST False LOAD_CONST ('descending',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST sorted_logits STORE_FAST sorted_indices LOAD_FAST sorted_logits LOAD_ATTR softmax LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR cumsum LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cumulative_probs LOAD_FAST cumulative_probs LOAD_CONST 1 LOAD_FAST top_p BINARY_SUBTRACT COMPARE_OP <= STORE_FAST sorted_indices_to_remove LOAD_FAST sorted_indices_to_remove LOAD_METHOD scatter LOAD_CONST 1 LOAD_FAST sorted_indices LOAD_FAST sorted_indices_to_remove CALL_METHOD STORE_FAST indices_to_remove LOAD_FAST logits LOAD_METHOD masked_fill_ LOAD_FAST indices_to_remove LOAD_GLOBAL float LOAD_CONST '-inf' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST top_k LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_ATTR argmax LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'top-p should be in (0, 1].' CALL_FUNCTION RAISE_VARARGS LOAD_FAST top_k LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL min LOAD_FAST top_k LOAD_FAST logits LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_FUNCTION STORE_FAST top_k LOAD_GLOBAL torch LOAD_ATTR topk LOAD_FAST logits LOAD_FAST top_k LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST logits_top STORE_FAST indices LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits_top LOAD_FAST temperature INPLACE_TRUE_DIVIDE STORE_FAST logits_top LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_top LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_FAST indices LOAD_GLOBAL torch LOAD_ATTR arange LOAD_FAST indices LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST indices LOAD_ATTR device LOAD_CONST ('device',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_top LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 194 LOAD_FAST logits LOAD_METHOD clone CALL_METHOD STORE_FAST logits_top LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_top LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_top LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_DEREF batch_size STORE_FAST seqlen_og LOAD_DEREF teacher_outputs LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF teacher_outputs LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR JUMP_FORWARD to 30 LOAD_CONST 0 STORE_DEREF teacher_output_len LOAD_DEREF cg POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_DEREF model LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_DEREF model STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_DEREF model LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_DEREF batch_size LOAD_FAST seqlen_og LOAD_DEREF max_length LOAD_FAST tensor_parallel LOAD_CONST ('tensor_parallel',) CALL_FUNCTION LOAD_DEREF model STORE_ATTR _decoding_cache LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params LOAD_FAST inference_params LOAD_METHOD reset LOAD_DEREF max_length LOAD_DEREF batch_size CALL_METHOD POP_TOP JUMP_FORWARD to 110 LOAD_GLOBAL InferenceParams LOAD_DEREF max_length LOAD_DEREF batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params LOAD_CLOSURE batch_size LOAD_CLOSURE cg LOAD_CLOSURE model LOAD_CLOSURE vocab_size BUILD_TUPLE LOAD_CONST <code object get_logits at 0x7fab543e7420, file "f.py", line 138> LOAD_CONST 'decode.<locals>.get_logits' MAKE_FUNCTION STORE_FAST get_logits LOAD_CLOSURE teacher_output_len LOAD_CLOSURE teacher_outputs LOAD_CLOSURE temperature LOAD_CLOSURE top_k LOAD_CLOSURE top_p BUILD_TUPLE LOAD_CONST <code object sample_tokens at 0x7fab427c18a0, file "f.py", line 162> LOAD_CONST 'decode.<locals>.sample_tokens' MAKE_FUNCTION STORE_FAST sample_tokens LOAD_CLOSURE eos_token_id LOAD_CLOSURE max_length BUILD_TUPLE LOAD_CONST <code object should_stop at 0x7faa5e815ed0, file "f.py", line 172> LOAD_CONST 'decode.<locals>.should_stop' MAKE_FUNCTION STORE_FAST should_stop LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR Event LOAD_FAST enable_timing LOAD_CONST ('enable_timing',) CALL_FUNCTION STORE_FAST start LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR Event LOAD_FAST enable_timing LOAD_CONST ('enable_timing',) CALL_FUNCTION STORE_FAST end LOAD_FAST enable_timing POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_FAST start LOAD_METHOD record CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST input_ids BUILD_LIST ROT_TWO STORE_FAST scores STORE_FAST sequences SETUP_LOOP to 318 LOAD_FAST should_stop LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST scores LOAD_METHOD append LOAD_FAST get_logits LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST sequences LOAD_METHOD append LOAD_FAST sample_tokens LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST end LOAD_METHOD record CALL_METHOD POP_TOP LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'Prompt processing + decoding time: ' LOAD_FAST start LOAD_METHOD elapsed_time LOAD_FAST end CALL_METHOD LOAD_CONST '.0f' FORMAT_VALUE with format LOAD_CONST 'ms' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_DEREF top_k LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL GreedySearchDecoderOnlyOutput JUMP_FORWARD to 402 LOAD_GLOBAL SampleDecoderOnlyOutput STORE_FAST output_cls LOAD_FAST output_cls LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_GLOBAL tuple LOAD_FAST scores CALL_FUNCTION LOAD_CONST ('sequences', 'scores') CALL_FUNCTION RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP > STORE_FAST decoding LOAD_FAST decoding POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR full LOAD_DEREF batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST position_ids JUMP_FORWARD to 48 LOAD_CONST None STORE_FAST position_ids LOAD_DEREF cg POP_JUMP_IF_FALSE LOAD_FAST decoding POP_JUMP_IF_TRUE LOAD_DEREF model LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_CONST 1 LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits LOAD_ATTR squeeze LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST logits JUMP_FORWARD to 110 LOAD_DEREF model LOAD_ATTR _decoding_cache LOAD_METHOD run LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_ATTR seqlen_offset CALL_METHOD LOAD_ATTR squeeze LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST logits LOAD_DEREF vocab_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_CONST Ellipsis LOAD_CONST None LOAD_DEREF vocab_size BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST logits RETURN_VALUE LOAD_DEREF teacher_outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_DEREF teacher_output_len LOAD_FAST inference_params LOAD_ATTR seqlen_offset COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL sample LOAD_FAST logits LOAD_DEREF top_k LOAD_DEREF top_p LOAD_DEREF temperature LOAD_CONST ('top_k', 'top_p', 'temperature') CALL_FUNCTION STORE_FAST token JUMP_FORWARD to 54 LOAD_DEREF teacher_outputs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST inference_params LOAD_ATTR seqlen_offset BUILD_TUPLE BINARY_SUBSCR STORE_FAST token LOAD_FAST token LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_DEREF eos_token_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST current_token LOAD_DEREF eos_token_id COMPARE_OP == LOAD_METHOD all CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_DEREF max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST logits LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch STORE_FAST seqlen_p_1 STORE_FAST vocab_size LOAD_FAST seqlen_p_1 LOAD_CONST 1 BINARY_SUBTRACT STORE_FAST seqlen LOAD_FAST logits_draft LOAD_ATTR shape LOAD_FAST batch LOAD_FAST seqlen LOAD_FAST vocab_size BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tokens_draft LOAD_ATTR shape LOAD_FAST batch LOAD_FAST seqlen BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tokens_draft LOAD_ATTR dtype LOAD_GLOBAL torch LOAD_ATTR int64 LOAD_GLOBAL torch LOAD_ATTR int32 BUILD_LIST COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST top_p LOAD_CONST 0.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST top_p LOAD_CONST 1.0 COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'top-p should be in (0, 1].' CALL_FUNCTION RAISE_VARARGS LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 126 LOAD_FAST logits LOAD_METHOD clone CALL_METHOD STORE_FAST logits LOAD_FAST temperature LOAD_CONST 1.0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST logits_draft LOAD_FAST temperature BINARY_TRUE_DIVIDE JUMP_FORWARD to 150 LOAD_FAST logits_draft LOAD_METHOD clone CALL_METHOD STORE_FAST logits_draft LOAD_FAST top_k LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL min LOAD_FAST top_k LOAD_FAST logits LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_FUNCTION STORE_FAST top_k LOAD_GLOBAL modify_logits_for_top_k_filtering LOAD_FAST logits LOAD_FAST top_k CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_k_filtering LOAD_FAST logits_draft LOAD_FAST top_k CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL modify_logits_for_top_p_filtering LOAD_FAST logits_draft LOAD_FAST top_p CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST probs LOAD_GLOBAL torch LOAD_ATTR softmax LOAD_FAST logits_draft LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST probs_draft LOAD_CONST <code object <lambda> at 0x7faa74442270, file "f.py", line 242> LOAD_CONST 'sample_speculative.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST gather LOAD_GLOBAL torch LOAD_ATTR rand LOAD_FAST batch LOAD_FAST seqlen LOAD_FAST probs LOAD_ATTR device LOAD_CONST ('device',) CALL_FUNCTION LOAD_FAST gather LOAD_FAST probs_draft LOAD_FAST tokens_draft CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST gather LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST tokens_draft CALL_FUNCTION COMPARE_OP <= STORE_FAST accepted LOAD_FAST accepted LOAD_ATTR all LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST accepted_all LOAD_GLOBAL torch LOAD_METHOD where LOAD_FAST accepted_all LOAD_FAST seqlen LOAD_FAST accepted LOAD_METHOD int CALL_METHOD LOAD_ATTR argmin LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION CALL_METHOD STORE_FAST first_rejected_idx LOAD_GLOBAL torch LOAD_ATTR clamp LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST probs_draft BINARY_SUBTRACT LOAD_CONST 0.0 LOAD_CONST ('min',) CALL_FUNCTION STORE_FAST probs_diff LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST probs_diff LOAD_FAST probs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST resample_probs LOAD_GLOBAL rearrange LOAD_FAST resample_probs LOAD_ATTR gather LOAD_CONST 1 LOAD_GLOBAL repeat LOAD_FAST first_rejected_idx LOAD_CONST 'b -> b 1 d' LOAD_FAST vocab_size LOAD_CONST ('d',) CALL_FUNCTION LOAD_CONST ('dim', 'index') CALL_FUNCTION LOAD_CONST 'b 1 d -> b d' CALL_FUNCTION STORE_FAST resample_probs LOAD_GLOBAL torch LOAD_ATTR multinomial LOAD_FAST resample_probs LOAD_CONST 1 LOAD_CONST ('num_samples',) CALL_FUNCTION LOAD_ATTR squeeze LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST resample LOAD_GLOBAL F LOAD_METHOD pad LOAD_FAST tokens_draft LOAD_CONST (0, 1) CALL_METHOD STORE_FAST tokens LOAD_FAST resample LOAD_FAST tokens LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST first_rejected_idx BUILD_TUPLE STORE_SUBSCR LOAD_FAST tokens LOAD_FAST first_rejected_idx LOAD_CONST 1 BINARY_ADD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL rearrange LOAD_FAST probs LOAD_ATTR gather LOAD_CONST -1 LOAD_GLOBAL rearrange LOAD_FAST tokens LOAD_CONST '... -> ... 1' CALL_FUNCTION LOAD_CONST ('dim', 'index') CALL_FUNCTION LOAD_CONST '... 1 -> ...' CALL_FUNCTION RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST seqlen_og LOAD_FAST batch_size LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Speculative decoding implementation only supports batch_size=1' CALL_FUNCTION RAISE_VARARGS LOAD_FAST eos_token_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Speculative decoding implementation doesn't support eos_token_id" CALL_FUNCTION RAISE_VARARGS LOAD_FAST cg POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST model_draft LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST model_draft STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_FAST model_draft LOAD_FAST model_draft LOAD_ATTR _decoding_cache LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_CONST (1, 2) LOAD_FAST tensor_parallel LOAD_CONST ('decoding_seqlens', 'tensor_parallel') CALL_FUNCTION LOAD_FAST model_draft STORE_ATTR _decoding_cache LOAD_FAST model_draft LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params_draft LOAD_FAST inference_params_draft LOAD_METHOD reset LOAD_FAST max_length LOAD_FAST batch_size CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST model LOAD_CONST '_decoding_cache' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST model STORE_ATTR _decoding_cache LOAD_GLOBAL update_graph_cache LOAD_FAST model LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST speculative_lookahead LOAD_CONST 2 BINARY_ADD CALL_FUNCTION LOAD_FAST tensor_parallel LOAD_CONST ('decoding_seqlens', 'tensor_parallel') CALL_FUNCTION LOAD_FAST model STORE_ATTR _decoding_cache LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_ATTR inference_params STORE_FAST inference_params LOAD_FAST inference_params LOAD_METHOD reset LOAD_FAST max_length LOAD_FAST batch_size CALL_METHOD POP_TOP JUMP_FORWARD to 206 LOAD_GLOBAL InferenceParams LOAD_FAST max_length LOAD_FAST batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params_draft LOAD_GLOBAL InferenceParams LOAD_FAST max_length LOAD_FAST batch_size LOAD_CONST ('max_seqlen', 'max_batch_size') CALL_FUNCTION STORE_FAST inference_params LOAD_CONST (1, False) LOAD_CLOSURE vocab_size BUILD_TUPLE LOAD_CONST <code object get_logits at 0x7fab6415b030, file "f.py", line 343> LOAD_CONST 'decode_speculative.<locals>.get_logits' MAKE_FUNCTION STORE_FAST get_logits LOAD_CONST (1,) LOAD_CONST <code object sample_tokens at 0x7fab6415b300, file "f.py", line 375> LOAD_CONST 'decode_speculative.<locals>.sample_tokens' MAKE_FUNCTION STORE_FAST sample_tokens LOAD_GLOBAL dict LOAD_FAST top_k LOAD_FAST top_p LOAD_FAST temperature LOAD_CONST ('top_k', 'top_p', 'temperature') CALL_FUNCTION STORE_FAST sampling_kwargs LOAD_GLOBAL partial LOAD_GLOBAL sample BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION STORE_FAST sample_fn LOAD_GLOBAL partial LOAD_FAST get_logits LOAD_FAST model LOAD_FAST cg LOAD_CONST ('model', 'cg') CALL_FUNCTION STORE_FAST get_logits_main LOAD_GLOBAL partial LOAD_FAST get_logits LOAD_FAST model_draft LOAD_FAST cg LOAD_CONST ('model', 'cg') CALL_FUNCTION STORE_FAST get_logits_draft LOAD_GLOBAL partial LOAD_FAST sample_tokens LOAD_FAST get_logits_main LOAD_FAST sample_fn LOAD_FAST inference_params LOAD_CONST ('get_logits_fn', 'sample_fn', 'inference_params') CALL_FUNCTION STORE_FAST sample_tokens_main LOAD_GLOBAL partial LOAD_FAST sample_tokens LOAD_FAST get_logits_draft LOAD_FAST sample_fn LOAD_FAST inference_params_draft LOAD_CONST ('get_logits_fn', 'sample_fn', 'inference_params') CALL_FUNCTION STORE_FAST sample_tokens_draft LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('AutoTokenizer',) IMPORT_NAME transformers IMPORT_FROM AutoTokenizer STORE_FAST AutoTokenizer POP_TOP LOAD_FAST AutoTokenizer LOAD_METHOD from_pretrained LOAD_CONST 'gpt2' CALL_METHOD STORE_FAST tokenizer LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD STORE_FAST start LOAD_FAST input_ids BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST sequences STORE_FAST scores LOAD_CONST 0 STORE_FAST num_main_model_calls LOAD_CONST 0 STORE_FAST num_draft_tokens BUILD_LIST STORE_FAST num_accepted_tokens_history LOAD_FAST seqlen_og LOAD_FAST max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sample_tokens_main LOAD_FAST input_ids LOAD_CONST 1 LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST scores_new LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST scores_new CALL_METHOD POP_TOP EXTENDED_ARG JUMP_FORWARD to 944 LOAD_GLOBAL min LOAD_FAST speculative_lookahead LOAD_FAST max_length LOAD_FAST seqlen_og BINARY_SUBTRACT LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION STORE_FAST n_spec_tokens LOAD_FAST sample_tokens_draft LOAD_FAST input_ids LOAD_FAST n_spec_tokens LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens_draft STORE_FAST scores_draft LOAD_FAST num_draft_tokens LOAD_FAST n_spec_tokens INPLACE_ADD STORE_FAST num_draft_tokens LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model_draft LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_draft_ref LOAD_GLOBAL print LOAD_FAST scores_draft LOAD_FAST scores_draft_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST get_logits_main LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST inference_params LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION STORE_FAST logits LOAD_FAST num_main_model_calls LOAD_CONST 1 INPLACE_ADD STORE_FAST num_main_model_calls LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits_ref LOAD_GLOBAL print LOAD_FAST logits LOAD_FAST logits_ref BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL sample_speculative LOAD_FAST logits LOAD_FAST scores_draft LOAD_FAST tokens_draft BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST num_generated_tokens LOAD_FAST num_accepted_tokens_history LOAD_METHOD append LOAD_FAST num_generated_tokens LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_FAST tokens CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_FAST num_generated_tokens CALL_FUNCTION POP_TOP LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST logits LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD STORE_FAST num_generated LOAD_FAST seqlen_og LOAD_FAST num_generated BINARY_ADD LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST inference_params STORE_ATTR seqlen_offset LOAD_FAST num_generated LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 1 BINARY_SUBTRACT JUMP_FORWARD to 846 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST inference_params_draft STORE_ATTR seqlen_offset LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_ids LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cur_ids LOAD_FAST model LOAD_FAST cur_ids LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP EXTENDED_ARG SETUP_LOOP to 1566 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST max_length LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST max_length LOAD_CONST 2 BINARY_SUBTRACT COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST sample_tokens_main LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST scores_new LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST scores_new CALL_METHOD POP_TOP BREAK_LOOP LOAD_GLOBAL min LOAD_FAST speculative_lookahead LOAD_FAST max_length LOAD_FAST inference_params_draft LOAD_ATTR seqlen_offset BINARY_SUBTRACT LOAD_CONST 2 BINARY_SUBTRACT CALL_FUNCTION STORE_FAST n_spec_tokens LOAD_FAST sample_tokens_draft LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST n_spec_tokens LOAD_CONST ('num_tokens',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens_draft STORE_FAST scores_draft LOAD_FAST num_draft_tokens LOAD_FAST n_spec_tokens INPLACE_ADD STORE_FAST num_draft_tokens LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model_draft LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_draft_ref LOAD_GLOBAL print LOAD_FAST scores_draft LOAD_FAST scores_draft_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST get_logits_main LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST inference_params LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION STORE_FAST logits LOAD_FAST num_main_model_calls LOAD_CONST 1 INPLACE_ADD STORE_FAST num_main_model_calls LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST tokens_draft BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST n_spec_tokens LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits_ref LOAD_GLOBAL print LOAD_FAST logits LOAD_FAST logits_ref BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL sample_speculative LOAD_FAST logits LOAD_FAST scores_draft LOAD_FAST tokens_draft BUILD_TUPLE LOAD_FAST sampling_kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tokens STORE_FAST num_generated_tokens LOAD_FAST num_accepted_tokens_history LOAD_METHOD append LOAD_FAST num_generated_tokens LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_FAST tokens CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_FAST num_generated_tokens CALL_FUNCTION POP_TOP LOAD_FAST sequences LOAD_METHOD append LOAD_FAST tokens LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST scores LOAD_METHOD append LOAD_FAST logits LOAD_CONST None LOAD_CONST 1 BUILD_SLICE LOAD_CONST None LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD STORE_FAST num_generated LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST num_generated INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST num_generated LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 1 BINARY_SUBTRACT JUMP_FORWARD to 1462 LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_FAST inference_params_draft STORE_ATTR seqlen_offset LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cur_ids LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cur_ids LOAD_FAST model LOAD_FAST cur_ids LOAD_FAST num_generated_tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD item CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST ('num_last_tokens',) CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enable_timing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor_parallel LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'Prompt processing + decoding time: ' LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD LOAD_FAST start BINARY_SUBTRACT LOAD_CONST 1000 BINARY_MULTIPLY LOAD_CONST '.0f' FORMAT_VALUE with format LOAD_CONST 'ms' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST 'Number of calls to main model: ' LOAD_FAST num_main_model_calls FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST 'Acceptance rate: ' LOAD_GLOBAL torch LOAD_METHOD cat LOAD_FAST num_accepted_tokens_history CALL_METHOD LOAD_METHOD sum CALL_METHOD LOAD_METHOD item CALL_METHOD LOAD_FAST num_draft_tokens BINARY_TRUE_DIVIDE LOAD_CONST 100 BINARY_MULTIPLY LOAD_CONST '.2f' FORMAT_VALUE with format LOAD_CONST '%' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST sequences LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST scores LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST scores LOAD_FAST debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model LOAD_FAST sequences CALL_FUNCTION LOAD_ATTR logits STORE_FAST scores_ref LOAD_GLOBAL print LOAD_FAST scores LOAD_FAST scores_ref LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST seqlen_og LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_METHOD max CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST top_k LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL GreedySearchDecoderOnlyOutput JUMP_FORWARD to 1786 LOAD_GLOBAL SampleDecoderOnlyOutput STORE_FAST output_cls LOAD_FAST output_cls LOAD_FAST sequences LOAD_FAST scores LOAD_CONST ('sequences', 'scores') CALL_FUNCTION RETURN_VALUE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_CONST 0 COMPARE_OP > STORE_FAST decoding LOAD_FAST decoding POP_JUMP_IF_FALSE LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR STORE_FAST seqlen LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST inference_params LOAD_ATTR seqlen_offset LOAD_GLOBAL torch LOAD_ATTR int32 LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST cache_seqlens LOAD_FAST cache_seqlens LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR arange LOAD_FAST seqlen LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST input_ids LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BINARY_ADD STORE_FAST position_ids JUMP_FORWARD to 98 LOAD_CONST None STORE_FAST position_ids LOAD_FAST cg POP_JUMP_IF_FALSE LOAD_FAST decoding POP_JUMP_IF_TRUE LOAD_FAST model LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_FAST num_last_tokens LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_FAST logits JUMP_FORWARD to 180 LOAD_FAST num_last_tokens LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST model LOAD_ATTR _decoding_cache LOAD_METHOD run LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST inference_params LOAD_ATTR seqlen_offset CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST num_last_tokens UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST logits LOAD_DEREF vocab_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST logits LOAD_CONST Ellipsis LOAD_CONST None LOAD_DEREF vocab_size BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_FAST logits RETURN_VALUE LOAD_FAST num_tokens LOAD_CONST 1 COMPARE_OP >= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST input_ids BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST sequences STORE_FAST scores SETUP_LOOP to 122 LOAD_GLOBAL range LOAD_FAST num_tokens CALL_FUNCTION GET_ITER FOR_ITER to 120 STORE_FAST i LOAD_FAST scores LOAD_METHOD append LOAD_FAST get_logits_fn LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST inference_params CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST inference_params DUP_TOP LOAD_ATTR seqlen_offset LOAD_FAST sequences LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR seqlen_offset LOAD_FAST sequences LOAD_METHOD append LOAD_FAST sample_fn LOAD_FAST scores LOAD_CONST -1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST sequences LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR stack LOAD_FAST scores LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GenerationMixin' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CONST <code object allocate_inference_cache at 0x7faa5db195d0, file "f.py", line 557> LOAD_CONST 'GenerationMixin.allocate_inference_cache' MAKE_FUNCTION STORE_NAME allocate_inference_cache LOAD_CONST (1, 0.0, 1.0, False, False) LOAD_CONST <code object generate at 0x7faa5db19ae0, file "f.py", line 560> LOAD_CONST 'GenerationMixin.generate' MAKE_FUNCTION STORE_NAME generate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL decode LOAD_FAST input_ids LOAD_FAST self LOAD_FAST max_length BUILD_TUPLE LOAD_FAST top_k LOAD_FAST top_p LOAD_FAST temperature LOAD_CONST ('top_k', 'top_p', 'temperature') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST output LOAD_FAST output_scores POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST output STORE_ATTR scores LOAD_FAST return_dict_in_generate POP_JUMP_IF_FALSE LOAD_FAST output RETURN_VALUE LOAD_FAST output LOAD_ATTR sequences RETURN_VALUE LOAD_DEREF dtype LOAD_GLOBAL torch LOAD_ATTR float16 LOAD_GLOBAL torch LOAD_ATTR bfloat16 LOAD_GLOBAL torch LOAD_ATTR float32 BUILD_LIST COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF dtype LOAD_GLOBAL torch LOAD_ATTR float32 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 4 JUMP_FORWARD to 40 LOAD_CONST 8 STORE_FAST packsize LOAD_FAST headdim LOAD_FAST packsize BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST max_batch_size LOAD_FAST nheads LOAD_FAST headdim LOAD_FAST packsize BINARY_FLOOR_DIVIDE LOAD_FAST max_seqlen LOAD_FAST packsize BUILD_TUPLE STORE_FAST k_cache_shape LOAD_FAST max_batch_size LOAD_FAST nheads LOAD_FAST max_seqlen LOAD_FAST headdim BUILD_TUPLE STORE_FAST v_cache_shape LOAD_FAST max_batch_size LOAD_FAST max_seqlen LOAD_CONST 2 LOAD_FAST nheads LOAD_FAST headdim BUILD_TUPLE STORE_DEREF kv_cache_shape LOAD_GLOBAL isinstance LOAD_FAST layers LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL range LOAD_FAST layers CALL_FUNCTION STORE_FAST layers LOAD_CLOSURE device LOAD_CLOSURE dtype LOAD_CLOSURE kv_cache_shape BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7faa5db194b0, file "f.py", line 602> LOAD_CONST 'allocate_inference_cache.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST layers GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 STORE_FAST i LOAD_GLOBAL torch LOAD_ATTR empty LOAD_DEREF kv_cache_shape LOAD_DEREF device LOAD_DEREF dtype LOAD_CONST ('device', 'dtype') CALL_FUNCTION LOAD_FAST i MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DecodingCGCache' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 0 STORE_NAME max_batch_size LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_batch_size' STORE_SUBSCR LOAD_CONST 0 STORE_NAME max_seqlen LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'max_seqlen' STORE_SUBSCR LOAD_CONST None STORE_NAME device LOAD_CONST None STORE_NAME dtype LOAD_NAME field LOAD_NAME dict LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME callables LOAD_NAME dict LOAD_NAME __annotations__ LOAD_CONST 'callables' STORE_SUBSCR LOAD_CONST None STORE_NAME mempool LOAD_CONST None STORE_NAME inference_params LOAD_NAME Optional LOAD_NAME InferenceParams BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'inference_params' STORE_SUBSCR LOAD_CONST None STORE_NAME run LOAD_NAME Optional LOAD_NAME Callable BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'run' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_DEREF cache LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL DecodingCGCache CALL_FUNCTION STORE_DEREF cache LOAD_GLOBAL next LOAD_GLOBAL iter LOAD_FAST model LOAD_METHOD parameters CALL_METHOD CALL_FUNCTION CALL_FUNCTION STORE_FAST param_example LOAD_FAST param_example LOAD_ATTR device STORE_FAST device LOAD_FAST dtype LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST param_example LOAD_ATTR dtype STORE_FAST dtype LOAD_FAST device LOAD_FAST dtype BUILD_TUPLE LOAD_DEREF cache LOAD_ATTR device LOAD_DEREF cache LOAD_ATTR dtype BUILD_TUPLE COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST batch_size LOAD_DEREF cache LOAD_ATTR max_batch_size COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST max_seqlen LOAD_DEREF cache LOAD_ATTR max_seqlen COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_MAP LOAD_DEREF cache STORE_ATTR callables LOAD_CONST None LOAD_DEREF cache STORE_ATTR mempool LOAD_CONST None LOAD_DEREF cache STORE_ATTR inference_params LOAD_GLOBAL gc LOAD_METHOD collect CALL_METHOD POP_TOP LOAD_FAST device LOAD_FAST dtype ROT_TWO LOAD_DEREF cache STORE_ATTR device LOAD_DEREF cache STORE_ATTR dtype LOAD_FAST batch_size LOAD_FAST max_seqlen ROT_TWO LOAD_DEREF cache STORE_ATTR max_batch_size LOAD_DEREF cache STORE_ATTR max_seqlen LOAD_GLOBAL hasattr LOAD_FAST model LOAD_CONST 'allocate_inference_cache' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST model LOAD_METHOD allocate_inference_cache LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST dtype CALL_METHOD STORE_FAST inf_cache JUMP_FORWARD to 230 LOAD_GLOBAL getattr LOAD_FAST model LOAD_ATTR config LOAD_CONST 'head_dim' LOAD_FAST model LOAD_ATTR config LOAD_ATTR hidden_size LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_attention_heads BINARY_FLOOR_DIVIDE CALL_FUNCTION STORE_FAST headdim LOAD_GLOBAL allocate_inference_cache LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_attention_heads LOAD_FAST tensor_parallel BINARY_FLOOR_DIVIDE LOAD_FAST headdim LOAD_FAST model LOAD_ATTR config LOAD_ATTR num_hidden_layers LOAD_FAST device LOAD_FAST dtype CALL_FUNCTION STORE_FAST inf_cache LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size BUILD_TUPLE LOAD_FAST seqlen_og LOAD_GLOBAL torch LOAD_ATTR int32 LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST lengths_per_sample LOAD_GLOBAL InferenceParams LOAD_FAST max_seqlen LOAD_FAST batch_size LOAD_FAST seqlen_og LOAD_FAST inf_cache LOAD_FAST lengths_per_sample LOAD_CONST ('max_seqlen', 'max_batch_size', 'seqlen_offset', 'key_value_memory_dict', 'lengths_per_sample') CALL_FUNCTION LOAD_DEREF cache STORE_ATTR inference_params LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR graphs LOAD_METHOD graph_pool_handle CALL_METHOD LOAD_DEREF cache STORE_ATTR mempool SETUP_LOOP to 354 LOAD_FAST decoding_seqlens GET_ITER FOR_ITER to 352 STORE_FAST decoding_seqlen LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_DEREF cache LOAD_ATTR callables COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL capture_graph LOAD_FAST model LOAD_DEREF cache LOAD_ATTR inference_params LOAD_FAST batch_size LOAD_FAST max_seqlen LOAD_FAST decoding_seqlen LOAD_DEREF cache LOAD_ATTR mempool LOAD_FAST n_warmups LOAD_CONST ('decoding_seqlen', 'mempool', 'n_warmups') CALL_FUNCTION LOAD_DEREF cache LOAD_ATTR callables LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CLOSURE cache BUILD_TUPLE LOAD_CONST <code object dispatch at 0x7faa5db19c90, file "f.py", line 686> LOAD_CONST 'update_graph_cache.<locals>.dispatch' MAKE_FUNCTION STORE_FAST dispatch LOAD_FAST dispatch LOAD_DEREF cache STORE_ATTR run LOAD_CONST 0 LOAD_DEREF cache LOAD_ATTR inference_params STORE_ATTR seqlen_offset LOAD_DEREF cache RETURN_VALUE LOAD_FAST input_ids LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST decoding_seqlen LOAD_DEREF cache LOAD_ATTR callables LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE BINARY_SUBSCR LOAD_FAST input_ids LOAD_FAST position_ids LOAD_FAST seqlen CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL next LOAD_GLOBAL iter LOAD_FAST model LOAD_METHOD parameters CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_ATTR device STORE_FAST device LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_CONST 0 LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_DEREF input_ids LOAD_GLOBAL torch LOAD_ATTR full LOAD_FAST batch_size LOAD_FAST decoding_seqlen BUILD_TUPLE LOAD_CONST 0 LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_DEREF position_ids LOAD_DEREF inference_params LOAD_ATTR seqlen_offset STORE_FAST seqlen_offset_og LOAD_FAST max_seqlen LOAD_FAST decoding_seqlen BINARY_SUBTRACT LOAD_DEREF inference_params STORE_ATTR seqlen_offset LOAD_DEREF inference_params LOAD_ATTR seqlen_offset LOAD_DEREF inference_params LOAD_ATTR lengths_per_sample LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD Stream CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_METHOD wait_stream LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD current_stream CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD stream LOAD_FAST s CALL_METHOD SETUP_WITH to 206 POP_TOP SETUP_LOOP to 174 LOAD_GLOBAL range LOAD_FAST n_warmups CALL_FUNCTION GET_ITER FOR_ITER to 172 STORE_FAST _ LOAD_FAST model LOAD_DEREF input_ids LOAD_DEREF position_ids LOAD_DEREF inference_params LOAD_FAST decoding_seqlen LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_DEREF logits JUMP_ABSOLUTE POP_BLOCK LOAD_FAST s LOAD_METHOD synchronize CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD is_initialized CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR distributed LOAD_METHOD barrier CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD current_stream CALL_METHOD LOAD_METHOD wait_stream LOAD_FAST s CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_METHOD CUDAGraph CALL_METHOD STORE_DEREF graph LOAD_GLOBAL torch LOAD_ATTR cuda LOAD_ATTR graph LOAD_DEREF graph LOAD_FAST mempool LOAD_CONST ('pool',) CALL_FUNCTION SETUP_WITH to 278 POP_TOP LOAD_FAST model LOAD_DEREF input_ids LOAD_DEREF position_ids LOAD_DEREF inference_params LOAD_FAST decoding_seqlen LOAD_CONST ('position_ids', 'inference_params', 'num_last_tokens') CALL_FUNCTION LOAD_ATTR logits STORE_DEREF logits POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CLOSURE graph LOAD_CLOSURE inference_params LOAD_CLOSURE input_ids LOAD_CLOSURE logits LOAD_CLOSURE position_ids BUILD_TUPLE LOAD_CONST <code object run at 0x7faa5db19150, file "f.py", line 740> LOAD_CONST 'capture_graph.<locals>.run' MAKE_FUNCTION STORE_FAST run LOAD_FAST seqlen_offset_og LOAD_DEREF inference_params STORE_ATTR seqlen_offset LOAD_FAST run RETURN_VALUE LOAD_FAST seqlen LOAD_DEREF inference_params LOAD_ATTR lengths_per_sample LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_DEREF input_ids LOAD_METHOD copy_ LOAD_FAST new_input_ids CALL_METHOD POP_TOP LOAD_DEREF position_ids LOAD_METHOD copy_ LOAD_FAST new_position_ids CALL_METHOD POP_TOP LOAD_DEREF graph LOAD_METHOD replay CALL_METHOD POP_TOP LOAD_DEREF logits LOAD_METHOD clone CALL_METHOD RETURN_VALUE
import gc import time from collections import namedtuple from dataclasses import dataclass, field from functools import partial from typing import Callable, Optional, Sequence, Union import torch import torch.nn.functional as F from einops import rearrange, repeat from torch import Tensor from torch.profiler import ProfilerActivity, profile, record_function from transformers.generation import ( GreedySearchDecoderOnlyOutput, SampleDecoderOnlyOutput, ) @dataclass class InferenceParams: """Inference parameters that are passed to the main model in order to efficienly calculate and store the context during inference.""" max_seqlen: int max_batch_size: int seqlen_offset: int = 0 batch_size_offset: int = 0 key_value_memory_dict: dict = field(default_factory=dict) lengths_per_sample: Optional[Tensor] = None def reset(self, max_seqlen, max_batch_size): self.max_seqlen = max_seqlen self.max_batch_size = max_batch_size self.seqlen_offset = 0 if self.lengths_per_sample is not None: self.lengths_per_sample.zero_() def modify_logits_for_top_k_filtering(logits, top_k): """Set the logits for none top-k values to -inf. Done in-place.""" indices_to_remove = logits < torch.topk(logits, top_k)[0][..., -1, None] logits.masked_fill_(indices_to_remove, float("-Inf")) def modify_logits_for_top_p_filtering(logits, top_p): """Set the logits for none top-p values to -inf. Done in-place.""" if top_p <= 0.0 or top_p >= 1.0: return sorted_logits, sorted_indices = torch.sort(logits, descending=False) cumulative_probs = sorted_logits.softmax(dim=-1).cumsum(dim=-1) sorted_indices_to_remove = cumulative_probs <= (1 - top_p) indices_to_remove = sorted_indices_to_remove.scatter( 1, sorted_indices, sorted_indices_to_remove ) logits.masked_fill_(indices_to_remove, float("-inf")) def sample(logits, top_k=1, top_p=0.0, temperature=1.0): """Sample from top-k logits. Arguments: logits: Tensor of shape (batch_size, vocab_size) """ if top_k == 1: # Short-circuit for greedy decoding return logits.argmax(dim=-1) else: if top_p > 0.0: assert top_p <= 1.0, "top-p should be in (0, 1]." if top_k > 0: top_k = min(top_k, logits.size(-1)) # Safety check logits_top, indices = torch.topk(logits, top_k, dim=-1) if temperature != 1.0: logits_top /= temperature modify_logits_for_top_p_filtering(logits_top, top_p) return indices[ torch.arange(indices.shape[0], device=indices.device), torch.multinomial( torch.softmax(logits_top, dim=-1), num_samples=1 ).squeeze(dim=-1), ] else: logits_top = logits / temperature if temperature != 1.0 else logits.clone() modify_logits_for_top_p_filtering(logits_top, top_p) return torch.multinomial( torch.softmax(logits_top, dim=-1), num_samples=1 ).squeeze(dim=-1) @torch.inference_mode() def decode( input_ids, model, max_length, top_k=1, top_p=0.0, temperature=1.0, eos_token_id=None, teacher_outputs=None, vocab_size=None, tensor_parallel=1, cg=False, enable_timing=False, ): """Decoding, either greedy or with top-k or top-p sampling. If top-k = 0, don't limit the number of candidates (pure sampling). Top-k and top-p can be used together. If top_k > 0 and top_p > 0, then top-k is applied first, then top-p. We assume that all sequences in the same batch have the same length. Arguments: input_ids: (batch, seq_len) max_length: int teacher_outputs (optional): (batch, seq_len). If provided, instead of sampling from the logits, the next token is taken from the teacher_outputs. Useful for testing. Returns: GreedySearchDecoderOnlyOutput or SampleDecoderOnlyOutput, with the following fields: sequences: (batch, max_length) scores: tuples of (batch, vocab_size) """ batch_size, seqlen_og = input_ids.shape teacher_output_len = teacher_outputs.shape[1] if teacher_outputs is not None else 0 if cg: if not hasattr(model, "_decoding_cache"): model._decoding_cache = None model._decoding_cache = update_graph_cache( model, model._decoding_cache, batch_size, seqlen_og, max_length, tensor_parallel=tensor_parallel, ) inference_params = model._decoding_cache.inference_params inference_params.reset(max_length, batch_size) else: inference_params = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) def get_logits(input_ids, inference_params): decoding = inference_params.seqlen_offset > 0 if decoding: position_ids = torch.full( (batch_size, 1), inference_params.seqlen_offset, dtype=torch.long, device=input_ids.device, ) else: position_ids = None if not cg or not decoding: logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=1, ).logits.squeeze(dim=1) else: logits = model._decoding_cache.run( input_ids, position_ids, inference_params.seqlen_offset ).squeeze(dim=1) return logits[..., :vocab_size] if vocab_size is not None else logits def sample_tokens(logits, inference_params): if ( teacher_outputs is None or teacher_output_len <= inference_params.seqlen_offset ): token = sample(logits, top_k=top_k, top_p=top_p, temperature=temperature) else: token = teacher_outputs[:, inference_params.seqlen_offset] return token.unsqueeze(1) def should_stop(current_token, inference_params): if inference_params.seqlen_offset == 0: return False if eos_token_id is not None and (current_token == eos_token_id).all(): return True if inference_params.seqlen_offset >= max_length - 1: return True return False start = torch.cuda.Event(enable_timing=enable_timing) end = torch.cuda.Event(enable_timing=enable_timing) if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() start.record() scores, sequences = [], [input_ids] while not should_stop(sequences[-1], inference_params): scores.append(get_logits(sequences[-1], inference_params)) inference_params.seqlen_offset += sequences[-1].shape[1] sequences.append(sample_tokens(scores[-1], inference_params)) if enable_timing: end.record() if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() print(f"Prompt processing + decoding time: {(start.elapsed_time(end)):.0f}ms") output_cls = ( GreedySearchDecoderOnlyOutput if top_k == 1 else SampleDecoderOnlyOutput ) return output_cls(sequences=torch.cat(sequences, dim=1), scores=tuple(scores)) def sample_speculative( logits, logits_draft, tokens_draft, top_k=1, top_p=0.0, temperature=1.0 ): """Algorithm 1 from [1] [1] Fast Inference from Transformers via Speculative Decoding Yaniv Leviathan, Matan Kalman, Yossi Matias https://arxiv.org/abs/2211.17192 Arguments: logits: Tensor of shape (batch_size, seqlen + 1, vocab_size) logits_draft: Tensor of shape (batch_size, seqlen, vocab_size) tokens_draft: Tensor of shape (batch_size, seqlen) Return: tokens: Tensor of shape (batch_size, seqlen + 1) num_generated_tokens: Tensor of shape (batch_size), with value in [1, seqlen + 1]. For each sequence in the batch, the number of valid tokens that were sampled by speculative sampling. """ batch, seqlen_p_1, vocab_size = logits.shape seqlen = seqlen_p_1 - 1 assert logits_draft.shape == (batch, seqlen, vocab_size) assert tokens_draft.shape == (batch, seqlen) assert tokens_draft.dtype in [torch.int64, torch.int32] if top_p > 0.0: assert top_p <= 1.0, "top-p should be in (0, 1]." logits = logits / temperature if temperature != 1.0 else logits.clone() logits_draft = ( logits_draft / temperature if temperature != 1.0 else logits_draft.clone() ) if top_k > 0: top_k = min(top_k, logits.size(-1)) # Safety check modify_logits_for_top_k_filtering(logits, top_k) modify_logits_for_top_k_filtering(logits_draft, top_k) modify_logits_for_top_p_filtering(logits, top_p) modify_logits_for_top_p_filtering(logits_draft, top_p) probs = torch.softmax(logits, dim=-1) probs_draft = torch.softmax(logits_draft, dim=-1) gather = lambda probs, tokens: rearrange( probs.gather(dim=-1, index=rearrange(tokens, "... -> ... 1")), "... 1 -> ..." ) accepted = torch.rand(batch, seqlen, device=probs.device) * gather( probs_draft, tokens_draft ) <= gather(probs[:, :-1], tokens_draft) accepted_all = accepted.all(dim=-1) first_rejected_idx = torch.where( accepted_all, seqlen, accepted.int().argmin(dim=-1) ) probs_diff = torch.clamp(probs[:, :-1] - probs_draft, min=0.0) resample_probs = torch.cat([probs_diff, probs[:, -1:]], dim=1) resample_probs = rearrange( resample_probs.gather( dim=1, index=repeat(first_rejected_idx, "b -> b 1 d", d=vocab_size) ), "b 1 d -> b d", ) resample = torch.multinomial(resample_probs, num_samples=1).squeeze( dim=-1 ) # (batch,) tokens = F.pad(tokens_draft, (0, 1)) tokens[:, first_rejected_idx] = resample return tokens, first_rejected_idx + 1 @torch.inference_mode() def decode_speculative( input_ids, model, model_draft, max_length, speculative_lookahead=3, top_k=1, top_p=0.0, temperature=1.0, eos_token_id=None, vocab_size=None, tensor_parallel=1, cg=False, enable_timing=False, debug=False, ): """ TD: WIP, for my own understanding, lightly tested. Only support batch_size == 1 for now. Speculative decoding, either greedy or with top-k or top-p sampling. If top-k = 0, don't limit the number of candidates (pure sampling). Top-k and top-p can be used together. If top_k > 0 and top_p > 0, then top-k is applied first, then top-p. We assume that all sequences in the same batch have the same length. Arguments: input_ids: (batch, seq_len) max_length: int Returns: GreedySearchDecoderOnlyOutput or SampleDecoderOnlyOutput, with the following fields: sequences: (batch, max_length) scores: tuples of (batch, vocab_size) """ batch_size, seqlen_og = input_ids.shape assert ( batch_size == 1 ), "Speculative decoding implementation only supports batch_size=1" assert ( eos_token_id is None ), "Speculative decoding implementation doesn't support eos_token_id" if cg: if not hasattr(model_draft, "_decoding_cache"): model_draft._decoding_cache = None model_draft._decoding_cache = update_graph_cache( model_draft, model_draft._decoding_cache, batch_size, seqlen_og, max_length, decoding_seqlens=(1, 2), tensor_parallel=tensor_parallel, ) inference_params_draft = model_draft._decoding_cache.inference_params inference_params_draft.reset(max_length, batch_size) if not hasattr(model, "_decoding_cache"): model._decoding_cache = None model._decoding_cache = update_graph_cache( model, model._decoding_cache, batch_size, seqlen_og, max_length, decoding_seqlens=range(1, speculative_lookahead + 2), tensor_parallel=tensor_parallel, ) inference_params = model._decoding_cache.inference_params inference_params.reset(max_length, batch_size) else: inference_params_draft = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) inference_params = InferenceParams( max_seqlen=max_length, max_batch_size=batch_size ) def get_logits(input_ids, inference_params, model, num_last_tokens=1, cg=False): decoding = inference_params.seqlen_offset > 0 if decoding: seqlen = input_ids.shape[1] if True: cache_seqlens = torch.full( (input_ids.shape[0],), inference_params.seqlen_offset, dtype=torch.int32, device=input_ids.device, ) else: cache_seqlens = inference_params.lengths_per_sample position_ids = cache_seqlens[:, None] + torch.arange( seqlen, dtype=torch.long, device=input_ids.device ) else: position_ids = None if not cg or not decoding: logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=num_last_tokens, ).logits else: assert num_last_tokens <= input_ids.shape[1] logits = model._decoding_cache.run( input_ids, position_ids, inference_params.seqlen_offset )[:, -num_last_tokens:] return logits[..., :vocab_size] if vocab_size is not None else logits def sample_tokens( input_ids, get_logits_fn, inference_params, sample_fn, num_tokens=1 ): """Sample `num_tokens` tokens from the model, given the previous logits. Also return the logits of the sampled tokens. Arguments: input_ids: (batch, seqlen) Return: tokens: (batch, num_tokens) scores: (batch, num_tokens), which contains @previous_logits and the logits of the next (num_tokens - 1) tokens. The logits of the last token isn't computed. """ assert num_tokens >= 1 sequences, scores = [input_ids], [] for i in range(num_tokens): scores.append(get_logits_fn(sequences[-1], inference_params)[:, -1]) inference_params.seqlen_offset += sequences[-1].shape[1] sequences.append(sample_fn(scores[-1]).unsqueeze(1)) return torch.cat(sequences[1:], dim=1), torch.stack(scores, dim=1) sampling_kwargs = dict(top_k=top_k, top_p=top_p, temperature=temperature) sample_fn = partial(sample, **sampling_kwargs) get_logits_main = partial(get_logits, model=model, cg=cg) get_logits_draft = partial(get_logits, model=model_draft, cg=cg) sample_tokens_main = partial( sample_tokens, get_logits_fn=get_logits_main, sample_fn=sample_fn, inference_params=inference_params, ) sample_tokens_draft = partial( sample_tokens, get_logits_fn=get_logits_draft, sample_fn=sample_fn, inference_params=inference_params_draft, ) if debug: from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained("gpt2") if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() start = time.time() sequences, scores = [input_ids], [] num_main_model_calls = 0 num_draft_tokens = 0 num_accepted_tokens_history = [] if seqlen_og >= max_length - 1: tokens, scores_new = sample_tokens_main(input_ids, num_tokens=1) sequences.append(tokens) scores.append(scores_new) else: n_spec_tokens = min(speculative_lookahead, max_length - seqlen_og - 1) tokens_draft, scores_draft = sample_tokens_draft( input_ids, num_tokens=n_spec_tokens ) num_draft_tokens += n_spec_tokens if debug: scores_draft_ref = model_draft( torch.cat([input_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((scores_draft - scores_draft_ref[:, :-1]).abs().max()) logits = get_logits_main( torch.cat([input_ids, tokens_draft], dim=1), inference_params, num_last_tokens=n_spec_tokens + 1, ) num_main_model_calls += 1 if debug: logits_ref = model( torch.cat([input_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((logits - logits_ref).abs().max()) tokens, num_generated_tokens = sample_speculative( logits, scores_draft, tokens_draft, **sampling_kwargs ) num_accepted_tokens_history.append(num_generated_tokens - 1) if debug: print(tokens) print(num_generated_tokens) sequences.append(tokens[:1, : num_generated_tokens[0]]) scores.append(logits[:1, : num_generated_tokens[0]]) num_generated = num_generated_tokens[0].item() inference_params.seqlen_offset = seqlen_og + num_generated - 1 inference_params_draft.seqlen_offset = ( inference_params.seqlen_offset - 1 if num_generated > 1 else inference_params.seqlen_offset ) if debug: cur_ids = torch.cat([input_ids, sequences[-1]], dim=1) scores_ref = model( cur_ids, num_last_tokens=num_generated_tokens[0].item() + 1 ).logits print((scores[-1] - scores_ref[:, :-1]).abs().max()) while True: if inference_params.seqlen_offset >= max_length - 1: break if inference_params.seqlen_offset >= max_length - 2: tokens, scores_new = sample_tokens_main(sequences[-1][:, -1:], num_tokens=1) sequences.append(tokens) scores.append(scores_new) break n_spec_tokens = min( speculative_lookahead, max_length - inference_params_draft.seqlen_offset - 2 ) tokens_draft, scores_draft = sample_tokens_draft( sequences[-1][:, -2:], num_tokens=n_spec_tokens ) num_draft_tokens += n_spec_tokens if debug: scores_draft_ref = model_draft( torch.cat([cur_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((scores_draft - scores_draft_ref[:, :-1]).abs().max()) logits = get_logits_main( torch.cat([sequences[-1][:, -1:], tokens_draft], dim=1), inference_params, num_last_tokens=n_spec_tokens + 1, ) # (batch, n_spec_tokens + 1, vocab_size) num_main_model_calls += 1 if debug: logits_ref = model( torch.cat([cur_ids, tokens_draft], dim=1), num_last_tokens=n_spec_tokens + 1, ).logits print((logits - logits_ref).abs().max()) tokens, num_generated_tokens = sample_speculative( logits, scores_draft, tokens_draft, **sampling_kwargs ) num_accepted_tokens_history.append(num_generated_tokens - 1) if debug: print(tokens) print(num_generated_tokens) sequences.append(tokens[:1, : num_generated_tokens[0]]) scores.append(logits[:1, : num_generated_tokens[0]]) num_generated = num_generated_tokens[0].item() inference_params.seqlen_offset += num_generated inference_params_draft.seqlen_offset = ( inference_params.seqlen_offset - 1 if num_generated > 1 else inference_params.seqlen_offset ) if debug: cur_ids = torch.cat([cur_ids, sequences[-1]], dim=1) scores_ref = model( cur_ids, num_last_tokens=num_generated_tokens[0].item() + 1 ).logits print((scores[-1] - scores_ref[:, :-1]).abs().max()) if enable_timing: if tensor_parallel > 1: torch.distributed.barrier() torch.cuda.synchronize() print( f"Prompt processing + decoding time: {(time.time() - start) * 1000:.0f}ms" ) print(f"Number of calls to main model: {num_main_model_calls}") print( f"Acceptance rate: {torch.cat(num_accepted_tokens_history).sum().item() / num_draft_tokens * 100:.2f}%" ) sequences = torch.cat(sequences, dim=1) scores = torch.cat(scores, dim=1) if debug: scores_ref = model(sequences).logits print((scores - scores_ref[:, seqlen_og - 1 : -1]).abs().max()) output_cls = ( GreedySearchDecoderOnlyOutput if top_k == 1 else SampleDecoderOnlyOutput ) return output_cls(sequences=sequences, scores=scores) class GenerationMixin: def allocate_inference_cache(self, batch_size, max_seqlen, dtype=None, **kwargs): raise NotImplementedError def generate( self, input_ids, max_length, top_k=1, top_p=0.0, temperature=1.0, return_dict_in_generate=False, output_scores=False, **kwargs, ): output = decode( input_ids, self, max_length, top_k=top_k, top_p=top_p, temperature=temperature, **kwargs, ) if not output_scores: output.scores = None return output if return_dict_in_generate else output.sequences def allocate_inference_cache( max_batch_size, max_seqlen, nheads, headdim, layers: Union[int, Sequence], device, dtype=torch.float16, ): assert dtype in [torch.float16, torch.bfloat16, torch.float32] packsize = 4 if dtype == torch.float32 else 8 assert headdim % packsize == 0 k_cache_shape = (max_batch_size, nheads, headdim // packsize, max_seqlen, packsize) v_cache_shape = (max_batch_size, nheads, max_seqlen, headdim) kv_cache_shape = (max_batch_size, max_seqlen, 2, nheads, headdim) if isinstance(layers, int): layers = range(layers) return {i: torch.empty(kv_cache_shape, device=device, dtype=dtype) for i in layers} @dataclass class DecodingCGCache: max_batch_size: int = 0 max_seqlen: int = 0 device = None dtype = None callables: dict = field(default_factory=dict) mempool = None inference_params: Optional[InferenceParams] = None run: Optional[Callable] = None @torch.inference_mode() def update_graph_cache( model, cache, batch_size, seqlen_og, max_seqlen, decoding_seqlens=(1,), tensor_parallel=1, dtype=None, n_warmups=2, ): if cache is None: cache = DecodingCGCache() param_example = next(iter(model.parameters())) device = param_example.device if dtype is None: dtype = param_example.dtype if ( (device, dtype) != (cache.device, cache.dtype) or batch_size > cache.max_batch_size or max_seqlen > cache.max_seqlen ): # Invalidate the cache cache.callables = {} cache.mempool = None cache.inference_params = None gc.collect() cache.device, cache.dtype = device, dtype cache.max_batch_size, cache.max_seqlen = batch_size, max_seqlen if hasattr(model, "allocate_inference_cache"): inf_cache = model.allocate_inference_cache(batch_size, max_seqlen, dtype) else: headdim = getattr( model.config, "head_dim", model.config.hidden_size // model.config.num_attention_heads, ) inf_cache = allocate_inference_cache( batch_size, max_seqlen, model.config.num_attention_heads // tensor_parallel, headdim, model.config.num_hidden_layers, device, dtype, ) lengths_per_sample = torch.full( (batch_size,), seqlen_og, dtype=torch.int32, device=device ) cache.inference_params = InferenceParams( max_seqlen=max_seqlen, max_batch_size=batch_size, seqlen_offset=seqlen_og, key_value_memory_dict=inf_cache, lengths_per_sample=lengths_per_sample, ) cache.mempool = torch.cuda.graphs.graph_pool_handle() for decoding_seqlen in decoding_seqlens: if (batch_size, decoding_seqlen) not in cache.callables: cache.callables[batch_size, decoding_seqlen] = capture_graph( model, cache.inference_params, batch_size, max_seqlen, decoding_seqlen=decoding_seqlen, mempool=cache.mempool, n_warmups=n_warmups, ) def dispatch(input_ids, position_ids, seqlen): batch_size, decoding_seqlen = input_ids.shape[:2] return cache.callables[batch_size, decoding_seqlen]( input_ids, position_ids, seqlen ) cache.run = dispatch cache.inference_params.seqlen_offset = 0 # Reset so it's not confusing return cache def capture_graph( model, inference_params, batch_size, max_seqlen, decoding_seqlen=1, mempool=None, n_warmups=2, ): device = next(iter(model.parameters())).device input_ids = torch.full( (batch_size, decoding_seqlen), 0, dtype=torch.long, device=device ) position_ids = torch.full( (batch_size, decoding_seqlen), 0, dtype=torch.long, device=device ) seqlen_offset_og = inference_params.seqlen_offset inference_params.seqlen_offset = max_seqlen - decoding_seqlen inference_params.lengths_per_sample[:] = inference_params.seqlen_offset s = torch.cuda.Stream() s.wait_stream(torch.cuda.current_stream()) with torch.cuda.stream(s): for _ in range(n_warmups): logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=decoding_seqlen, ).logits s.synchronize() if torch.distributed.is_initialized(): torch.distributed.barrier() torch.cuda.current_stream().wait_stream(s) graph = torch.cuda.CUDAGraph() with torch.cuda.graph(graph, pool=mempool): logits = model( input_ids, position_ids=position_ids, inference_params=inference_params, num_last_tokens=decoding_seqlen, ).logits def run(new_input_ids, new_position_ids, seqlen): inference_params.lengths_per_sample[:] = seqlen input_ids.copy_(new_input_ids) position_ids.copy_(new_position_ids) graph.replay() return logits.clone() inference_params.seqlen_offset = seqlen_offset_og return run
data/xformers-0.0.24/xformers/_flash_attn/utils/generation.py
12,710
9,038
153,345
LOAD_CONST '\nThis module is responsible for loading the documentation from Python objects.\n\nIt uses [`inspect`](https://docs.python.org/3/library/inspect.html) for introspecting objects,\niterating over their members, etc.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME importlib STORE_NAME importlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pkgutil STORE_NAME pkgutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('lru_cache',) IMPORT_NAME functools IMPORT_FROM lru_cache STORE_NAME lru_cache POP_TOP LOAD_CONST 0 LOAD_CONST ('chain',) IMPORT_NAME itertools IMPORT_FROM chain STORE_NAME chain POP_TOP LOAD_CONST 0 LOAD_CONST ('attrgetter',) IMPORT_NAME operator IMPORT_FROM attrgetter STORE_NAME attrgetter POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'List', 'Mapping', 'Optional', 'Set', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Set STORE_NAME Set IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('Attribute', 'Class', 'Function', 'Method', 'Module', 'Object', 'Source') IMPORT_NAME pytkdocs.objects IMPORT_FROM Attribute STORE_NAME Attribute IMPORT_FROM Class STORE_NAME Class IMPORT_FROM Function STORE_NAME Function IMPORT_FROM Method STORE_NAME Method IMPORT_FROM Module STORE_NAME Module IMPORT_FROM Object STORE_NAME Object IMPORT_FROM Source STORE_NAME Source POP_TOP LOAD_CONST 0 LOAD_CONST ('get_class_attributes', 'get_instance_attributes', 'get_module_attributes', 'merge') IMPORT_NAME pytkdocs.parsers.attributes IMPORT_FROM get_class_attributes STORE_NAME get_class_attributes IMPORT_FROM get_instance_attributes STORE_NAME get_instance_attributes IMPORT_FROM get_module_attributes STORE_NAME get_module_attributes IMPORT_FROM merge STORE_NAME merge POP_TOP LOAD_CONST 0 LOAD_CONST ('PARSERS',) IMPORT_NAME pytkdocs.parsers.docstrings IMPORT_FROM PARSERS STORE_NAME PARSERS POP_TOP LOAD_CONST 0 LOAD_CONST ('RE_SPECIAL',) IMPORT_NAME pytkdocs.properties IMPORT_FROM RE_SPECIAL STORE_NAME RE_SPECIAL POP_TOP SETUP_EXCEPT to 226 LOAD_CONST 0 LOAD_CONST ('cached_property',) IMPORT_NAME functools IMPORT_FROM cached_property STORE_NAME cached_property POP_TOP POP_BLOCK JUMP_FORWARD to 260 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('cached_property',) IMPORT_NAME cached_property IMPORT_FROM cached_property STORE_NAME cached_property POP_TOP POP_EXCEPT JUMP_FORWARD to 260 END_FINALLY LOAD_BUILD_CLASS LOAD_CONST <code object ObjectNode at 0x7fa6d6cc9390, file "f.py", line 34> LOAD_CONST 'ObjectNode' MAKE_FUNCTION LOAD_CONST 'ObjectNode' CALL_FUNCTION STORE_NAME ObjectNode LOAD_CONST (False,) LOAD_NAME str LOAD_NAME bool LOAD_NAME ObjectNode LOAD_CONST ('path', 'new_path_syntax', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_object_tree at 0x7fa6d6cc9300, file "f.py", line 218> LOAD_CONST 'get_object_tree' MAKE_FUNCTION STORE_NAME get_object_tree LOAD_BUILD_CLASS LOAD_CONST <code object Loader at 0x7fa6f03621e0, file "f.py", line 293> LOAD_CONST 'Loader' MAKE_FUNCTION LOAD_CONST 'Loader' CALL_FUNCTION STORE_NAME Loader LOAD_NAME str LOAD_NAME str LOAD_NAME type LOAD_NAME bool LOAD_CONST ('field_name', 'fields_name', 'base_class', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_is_inherited at 0x7fa6f0362300, file "f.py", line 983> LOAD_CONST 'field_is_inherited' MAKE_FUNCTION STORE_NAME field_is_inherited LOAD_NAME str LOAD_NAME Tuple LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('attr_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object split_attr_name at 0x7fa6f0362390, file "f.py", line 1005> LOAD_CONST 'split_attr_name' MAKE_FUNCTION STORE_NAME split_attr_name LOAD_CONST None LOAD_CONST None LOAD_CONST ('members', 'class_obj') BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('attr_name', 'members', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_fields at 0x7fa6f03624b0, file "f.py", line 1023> LOAD_CONST 'get_fields' MAKE_FUNCTION STORE_NAME get_fields LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ObjectNode' STORE_NAME __qualname__ LOAD_CONST "\n Helper class to represent an object tree.\n\n It's not really a tree but more a backward-linked list:\n each node has a reference to its parent, but not to its child (for simplicity purposes and to avoid bugs).\n\n Each node stores an object, its name, and a reference to its parent node.\n " STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME Any LOAD_NAME str LOAD_NAME Optional LOAD_CONST 'ObjectNode' BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('obj', 'name', 'parent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6a4d7f780, file "f.py", line 44> LOAD_CONST 'ObjectNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object dotted_path at 0x7fa6a4d7fb70, file "f.py", line 71> LOAD_CONST 'ObjectNode.dotted_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dotted_path LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object file_path at 0x7fa6a4d7f6f0, file "f.py", line 86> LOAD_CONST 'ObjectNode.file_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME file_path LOAD_NAME property LOAD_CONST 'ObjectNode' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object root at 0x7fa6a4d7f540, file "f.py", line 96> LOAD_CONST 'ObjectNode.root' MAKE_FUNCTION CALL_FUNCTION STORE_NAME root LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_module at 0x7fa6a4d7fae0, file "f.py", line 108> LOAD_CONST 'ObjectNode.is_module' MAKE_FUNCTION STORE_NAME is_module LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_class at 0x7fa6a4d7fe40, file "f.py", line 117> LOAD_CONST 'ObjectNode.is_class' MAKE_FUNCTION STORE_NAME is_class LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_function at 0x7fa6a4d7fc00, file "f.py", line 126> LOAD_CONST 'ObjectNode.is_function' MAKE_FUNCTION STORE_NAME is_function LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_coroutine_function at 0x7fa6a4d7f9c0, file "f.py", line 135> LOAD_CONST 'ObjectNode.is_coroutine_function' MAKE_FUNCTION STORE_NAME is_coroutine_function LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_property at 0x7fa6a4d7ff60, file "f.py", line 144> LOAD_CONST 'ObjectNode.is_property' MAKE_FUNCTION STORE_NAME is_property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_cached_property at 0x7fa6a4d7fd20, file "f.py", line 153> LOAD_CONST 'ObjectNode.is_cached_property' MAKE_FUNCTION STORE_NAME is_cached_property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent_is_class at 0x7fa6a4d7fdb0, file "f.py", line 162> LOAD_CONST 'ObjectNode.parent_is_class' MAKE_FUNCTION STORE_NAME parent_is_class LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_method at 0x7fa6a4d7fc90, file "f.py", line 171> LOAD_CONST 'ObjectNode.is_method' MAKE_FUNCTION STORE_NAME is_method LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_method_descriptor at 0x7fa6d6cc90c0, file "f.py", line 181> LOAD_CONST 'ObjectNode.is_method_descriptor' MAKE_FUNCTION STORE_NAME is_method_descriptor LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_staticmethod at 0x7fa6d6cc91e0, file "f.py", line 193> LOAD_CONST 'ObjectNode.is_staticmethod' MAKE_FUNCTION STORE_NAME is_staticmethod LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_classmethod at 0x7fa6d6cc9030, file "f.py", line 205> LOAD_CONST 'ObjectNode.is_classmethod' MAKE_FUNCTION STORE_NAME is_classmethod LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_GLOBAL inspect LOAD_METHOD unwrap LOAD_FAST obj CALL_METHOD STORE_FAST obj POP_BLOCK JUMP_FORWARD to 36 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 36 END_FINALLY LOAD_FAST obj LOAD_FAST self STORE_ATTR obj LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST parent LOAD_FAST self STORE_ATTR parent LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR name BUILD_LIST STORE_FAST parts LOAD_FAST self LOAD_ATTR parent STORE_FAST current SETUP_LOOP to 42 LOAD_FAST current POP_JUMP_IF_FALSE LOAD_FAST parts LOAD_METHOD append LOAD_FAST current LOAD_ATTR name CALL_METHOD POP_TOP LOAD_FAST current LOAD_ATTR parent STORE_FAST current JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '.' LOAD_METHOD join LOAD_GLOBAL reversed LOAD_FAST parts CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD getabsfile LOAD_FAST self LOAD_ATTR root LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR parent LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR parent LOAD_ATTR root RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD ismodule LOAD_FAST self LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD isclass LOAD_FAST self LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD isfunction LOAD_FAST self LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD iscoroutinefunction LOAD_FAST self LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR obj LOAD_GLOBAL property CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_METHOD is_cached_property CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR obj LOAD_GLOBAL cached_property CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL bool LOAD_FAST self LOAD_ATTR parent JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR parent LOAD_METHOD is_class CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL type LOAD_CONST <code object <lambda> at 0x7fa6a4d7f8a0, file "f.py", line 178> LOAD_CONST 'ObjectNode.is_method.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION STORE_FAST function_type LOAD_FAST self LOAD_METHOD parent_is_class CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR obj LOAD_FAST function_type CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD ismethoddescriptor LOAD_FAST self LOAD_ATTR obj CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR parent POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR parent LOAD_ATTR obj LOAD_ATTR __dict__ LOAD_METHOD get LOAD_FAST self LOAD_ATTR name LOAD_CONST None CALL_METHOD STORE_FAST self_from_parent LOAD_FAST self LOAD_METHOD parent_is_class CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST self_from_parent LOAD_GLOBAL staticmethod CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR parent POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR parent LOAD_ATTR obj LOAD_ATTR __dict__ LOAD_METHOD get LOAD_FAST self LOAD_ATTR name LOAD_CONST None CALL_METHOD STORE_FAST self_from_parent LOAD_FAST self LOAD_METHOD parent_is_class CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST self_from_parent LOAD_GLOBAL classmethod CALL_FUNCTION RETURN_VALUE LOAD_FAST path POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'path must be a valid Python path, not ' LOAD_FAST path FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST objects LOAD_CONST ':' LOAD_FAST path COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST new_path_syntax POP_JUMP_IF_FALSE SETUP_EXCEPT to 54 LOAD_FAST path LOAD_METHOD split LOAD_CONST ':' CALL_METHOD UNPACK_SEQUENCE STORE_FAST module_path STORE_FAST object_path POP_BLOCK JUMP_FORWARD to 84 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST path BUILD_LIST ROT_TWO STORE_FAST module_path STORE_FAST objects POP_EXCEPT JUMP_FORWARD to 94 END_FINALLY LOAD_FAST object_path LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST objects LOAD_GLOBAL importlib LOAD_METHOD import_module LOAD_FAST module_path CALL_METHOD STORE_FAST parent_module JUMP_FORWARD to 232 LOAD_FAST path LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST obj_parent_modules SETUP_LOOP to 232 LOAD_CONST '.' LOAD_METHOD join LOAD_FAST obj_parent_modules CALL_METHOD STORE_FAST parent_module_path SETUP_EXCEPT to 144 LOAD_GLOBAL importlib LOAD_METHOD import_module LOAD_FAST parent_module_path CALL_METHOD STORE_FAST parent_module POP_BLOCK JUMP_FORWARD to 226 DUP_TOP LOAD_GLOBAL ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 212 LOAD_GLOBAL len LOAD_FAST obj_parent_modules CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ImportError LOAD_CONST "Importing '" LOAD_FAST path FORMAT_VALUE LOAD_CONST "' failed, possible causes are:\n- an exception happened while importing\n- an element in the path does not exist" BUILD_STRING CALL_FUNCTION LOAD_FAST error RAISE_VARARGS LOAD_FAST objects LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST obj_parent_modules LOAD_METHOD pop LOAD_CONST -1 CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ObjectNode LOAD_FAST parent_module LOAD_FAST parent_module LOAD_ATTR __name__ CALL_FUNCTION STORE_FAST current_node SETUP_LOOP to 288 LOAD_FAST objects GET_ITER FOR_ITER to 286 STORE_FAST obj_name LOAD_GLOBAL getattr LOAD_FAST current_node LOAD_ATTR obj LOAD_FAST obj_name CALL_FUNCTION STORE_FAST obj LOAD_GLOBAL ObjectNode LOAD_FAST obj LOAD_FAST obj_name LOAD_FAST current_node LOAD_CONST ('parent',) CALL_FUNCTION STORE_FAST child LOAD_FAST child STORE_FAST current_node JUMP_ABSOLUTE POP_BLOCK LOAD_FAST current_node STORE_FAST leaf LOAD_CONST None STORE_FAST real_module SETUP_LOOP to 400 LOAD_FAST current_node LOAD_ATTR parent LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST real_module LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL inspect LOAD_METHOD getmodule LOAD_FAST current_node LOAD_ATTR obj CALL_METHOD STORE_FAST real_module LOAD_GLOBAL inspect LOAD_METHOD ismodule LOAD_FAST current_node LOAD_ATTR parent LOAD_ATTR obj CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST real_module LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST real_module LOAD_FAST current_node LOAD_ATTR parent LOAD_ATTR obj COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ObjectNode LOAD_FAST real_module LOAD_FAST real_module LOAD_ATTR __name__ CALL_FUNCTION LOAD_FAST current_node STORE_ATTR parent BREAK_LOOP LOAD_FAST current_node LOAD_ATTR parent STORE_FAST current_node EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST leaf RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Loader' STORE_NAME __qualname__ LOAD_CONST '\n This class contains the object documentation loading mechanisms.\n\n Any error that occurred during collection of the objects and their documentation is stored in the `errors` list.\n ' STORE_NAME __doc__ LOAD_CONST (None, 'google', None, False, False) LOAD_NAME Optional LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME dict BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_CONST None LOAD_CONST ('filters', 'docstring_style', 'docstring_options', 'inherited_members', 'new_path_syntax', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6d6cc9150, file "f.py", line 300> LOAD_CONST 'Loader.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Union LOAD_NAME Set LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Object LOAD_CONST ('dotted_path', 'members', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_object_documentation at 0x7fa6d6cc9270, file "f.py", line 327> LOAD_CONST 'Loader.get_object_documentation' MAKE_FUNCTION STORE_NAME get_object_documentation LOAD_CONST (None,) LOAD_NAME ObjectNode LOAD_NAME Module LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_module_documentation at 0x7fa6d6cc9540, file "f.py", line 371> LOAD_CONST 'Loader.get_module_documentation' MAKE_FUNCTION STORE_NAME get_module_documentation LOAD_NAME staticmethod LOAD_CONST <code object _class_path at 0x7fa6d6cc9420, file "f.py", line 439> LOAD_CONST 'Loader._class_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _class_path LOAD_CONST (None,) LOAD_NAME ObjectNode LOAD_NAME Class LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_class_documentation at 0x7fa6d6cc9780, file "f.py", line 448> LOAD_CONST 'Loader.get_class_documentation' MAKE_FUNCTION STORE_NAME get_class_documentation LOAD_NAME str LOAD_NAME bool LOAD_CONST ('attr_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object detect_field_model at 0x7fa6d6cc9660, file "f.py", line 561> LOAD_CONST 'Loader.detect_field_model' MAKE_FUNCTION STORE_NAME detect_field_model LOAD_NAME ObjectNode LOAD_NAME Object LOAD_NAME str LOAD_CONST None LOAD_CONST ('node', 'root_object', 'attr_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object add_fields at 0x7fa6d6cc9a50, file "f.py", line 585> LOAD_CONST 'Loader.add_fields' MAKE_FUNCTION STORE_NAME add_fields LOAD_NAME ObjectNode LOAD_NAME Function LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_function_documentation at 0x7fa6d6cc9810, file "f.py", line 618> LOAD_CONST 'Loader.get_function_documentation' MAKE_FUNCTION STORE_NAME get_function_documentation LOAD_NAME ObjectNode LOAD_NAME Attribute LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_property_documentation at 0x7fa6d6cc9c00, file "f.py", line 657> LOAD_CONST 'Loader.get_property_documentation' MAKE_FUNCTION STORE_NAME get_property_documentation LOAD_NAME staticmethod LOAD_NAME ObjectNode LOAD_NAME Attribute LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_pydantic_field_documentation at 0x7fa6d6cc9930, file "f.py", line 701> LOAD_CONST 'Loader.get_pydantic_field_documentation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_pydantic_field_documentation LOAD_NAME staticmethod LOAD_NAME ObjectNode LOAD_NAME Attribute LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_django_field_documentation at 0x7fa6d6cc9ae0, file "f.py", line 727> LOAD_CONST 'Loader.get_django_field_documentation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_django_field_documentation LOAD_NAME staticmethod LOAD_NAME ObjectNode LOAD_NAME Attribute LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_marshmallow_field_documentation at 0x7fa6d6cc95d0, file "f.py", line 761> LOAD_CONST 'Loader.get_marshmallow_field_documentation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_marshmallow_field_documentation LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_NAME ObjectNode LOAD_NAME Optional LOAD_NAME dict BINARY_SUBSCR LOAD_NAME Attribute LOAD_CONST ('node', 'attribute_data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_annotated_dataclass_field at 0x7fa6d6cc9d20, file "f.py", line 787> LOAD_CONST 'Loader.get_annotated_dataclass_field' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_annotated_dataclass_field LOAD_NAME ObjectNode LOAD_NAME Method LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_classmethod_documentation at 0x7fa6d6cc9b70, file "f.py", line 816> LOAD_CONST 'Loader.get_classmethod_documentation' MAKE_FUNCTION STORE_NAME get_classmethod_documentation LOAD_NAME ObjectNode LOAD_NAME Method LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_staticmethod_documentation at 0x7fa6d6cc9db0, file "f.py", line 828> LOAD_CONST 'Loader.get_staticmethod_documentation' MAKE_FUNCTION STORE_NAME get_staticmethod_documentation LOAD_NAME ObjectNode LOAD_NAME Method LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_regular_method_documentation at 0x7fa6d6cc9e40, file "f.py", line 840> LOAD_CONST 'Loader.get_regular_method_documentation' MAKE_FUNCTION STORE_NAME get_regular_method_documentation LOAD_CONST (None,) LOAD_NAME ObjectNode LOAD_NAME Optional LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Method LOAD_CONST ('node', 'properties', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_method_documentation at 0x7fa6d6cc9ed0, file "f.py", line 870> LOAD_CONST 'Loader.get_method_documentation' MAKE_FUNCTION STORE_NAME get_method_documentation LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_NAME ObjectNode LOAD_NAME Optional LOAD_NAME dict BINARY_SUBSCR LOAD_NAME Attribute LOAD_CONST ('node', 'attribute_data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_attribute_documentation at 0x7fa6f0362030, file "f.py", line 916> LOAD_CONST 'Loader.get_attribute_documentation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_attribute_documentation LOAD_NAME str LOAD_NAME Set LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('name', 'names', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object select at 0x7fa6f03620c0, file "f.py", line 943> LOAD_CONST 'Loader.select' MAKE_FUNCTION STORE_NAME select LOAD_NAME lru_cache LOAD_CONST None LOAD_CONST ('maxsize',) CALL_FUNCTION LOAD_NAME str LOAD_NAME bool LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object filter_name_out at 0x7fa6f0362150, file "f.py", line 960> LOAD_CONST 'Loader.filter_name_out' MAKE_FUNCTION CALL_FUNCTION STORE_NAME filter_name_out LOAD_CONST None RETURN_VALUE LOAD_FAST filters POP_JUMP_IF_TRUE BUILD_LIST STORE_FAST filters LOAD_CONST <code object <listcomp> at 0x7fa6d6cc94b0, file "f.py", line 321> LOAD_CONST 'Loader.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST filters GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR filters LOAD_GLOBAL PARSERS LOAD_FAST docstring_style BINARY_SUBSCR BUILD_TUPLE LOAD_FAST docstring_options JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION LOAD_FAST self STORE_ATTR docstring_parser BUILD_LIST LOAD_FAST self STORE_ATTR errors LOAD_FAST inherited_members LOAD_FAST self STORE_ATTR select_inherited_members LOAD_FAST new_path_syntax LOAD_FAST self STORE_ATTR new_path_syntax LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST filtr LOAD_FAST filtr LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST filtr LOAD_METHOD lstrip LOAD_CONST '!' CALL_METHOD CALL_METHOD BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST members LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST members LOAD_GLOBAL get_object_tree LOAD_FAST dotted_path LOAD_FAST self LOAD_ATTR new_path_syntax CALL_FUNCTION STORE_FAST leaf LOAD_FAST leaf LOAD_METHOD is_module CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_module_documentation LOAD_FAST leaf LOAD_FAST members CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_class CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_class_documentation LOAD_FAST leaf LOAD_FAST members CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_staticmethod CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_staticmethod_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_classmethod CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_classmethod_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_method_descriptor CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_regular_method_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_method CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_regular_method_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_function CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_function_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST leaf LOAD_METHOD is_property CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_property_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object JUMP_FORWARD to 200 LOAD_FAST self LOAD_METHOD get_attribute_documentation LOAD_FAST leaf CALL_METHOD STORE_FAST root_object LOAD_FAST root_object LOAD_METHOD parse_all_docstrings LOAD_FAST self LOAD_ATTR docstring_parser CALL_METHOD POP_TOP LOAD_FAST root_object RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST module LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path LOAD_FAST path LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST name SETUP_EXCEPT to 48 LOAD_GLOBAL Source LOAD_GLOBAL inspect LOAD_METHOD getsource LOAD_FAST module CALL_METHOD LOAD_CONST 1 CALL_FUNCTION STORE_FAST source POP_BLOCK JUMP_FORWARD to 148 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 134 SETUP_EXCEPT to 84 LOAD_GLOBAL Path LOAD_FAST node LOAD_ATTR file_path CALL_FUNCTION LOAD_METHOD read_text CALL_METHOD STORE_FAST code POP_BLOCK JUMP_FORWARD to 112 DUP_TOP LOAD_GLOBAL OSError LOAD_GLOBAL UnicodeDecodeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST source POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_FAST code POP_JUMP_IF_FALSE LOAD_GLOBAL Source LOAD_FAST code LOAD_CONST 1 CALL_FUNCTION JUMP_FORWARD to 128 LOAD_CONST None STORE_FAST source POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 148 END_FINALLY LOAD_GLOBAL Module LOAD_FAST name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_GLOBAL inspect LOAD_METHOD getdoc LOAD_FAST module CALL_METHOD LOAD_FAST source LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'source') CALL_FUNCTION STORE_FAST root_object LOAD_FAST select_members LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST root_object RETURN_VALUE LOAD_FAST select_members JUMP_IF_TRUE_OR_POP LOAD_GLOBAL set CALL_FUNCTION STORE_FAST select_members LOAD_GLOBAL get_module_attributes LOAD_FAST module CALL_FUNCTION STORE_FAST attributes_data LOAD_FAST root_object LOAD_ATTR parse_docstring LOAD_FAST self LOAD_ATTR docstring_parser LOAD_FAST attributes_data LOAD_CONST ('attributes',) CALL_FUNCTION POP_TOP SETUP_LOOP to 400 LOAD_GLOBAL inspect LOAD_METHOD getmembers LOAD_FAST module CALL_METHOD GET_ITER FOR_ITER to 398 UNPACK_SEQUENCE STORE_FAST member_name STORE_FAST member LOAD_FAST self LOAD_METHOD select LOAD_FAST member_name LOAD_FAST select_members CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ObjectNode LOAD_FAST member LOAD_FAST member_name LOAD_FAST node LOAD_CONST ('parent',) CALL_FUNCTION STORE_FAST child_node LOAD_FAST child_node LOAD_METHOD is_class CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR root LOAD_ATTR obj LOAD_GLOBAL inspect LOAD_METHOD getmodule LOAD_FAST child_node LOAD_ATTR obj CALL_METHOD COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST self LOAD_METHOD get_class_documentation LOAD_FAST child_node CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST child_node LOAD_METHOD is_function CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR root LOAD_ATTR obj LOAD_GLOBAL inspect LOAD_METHOD getmodule LOAD_FAST child_node LOAD_ATTR obj CALL_METHOD COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST self LOAD_METHOD get_function_documentation LOAD_FAST child_node CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST member_name LOAD_FAST attributes_data COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST self LOAD_METHOD get_attribute_documentation LOAD_FAST child_node LOAD_FAST attributes_data LOAD_FAST member_name BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL hasattr LOAD_FAST module LOAD_CONST '__path__' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 490 LOAD_GLOBAL pkgutil LOAD_METHOD iter_modules LOAD_FAST module LOAD_ATTR __path__ CALL_METHOD GET_ITER FOR_ITER to 488 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST modname STORE_FAST _ LOAD_FAST self LOAD_METHOD select LOAD_FAST modname LOAD_FAST select_members CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_object_tree LOAD_FAST path FORMAT_VALUE LOAD_CONST '.' LOAD_FAST modname FORMAT_VALUE BUILD_STRING CALL_FUNCTION STORE_FAST leaf LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST self LOAD_METHOD get_module_documentation LOAD_FAST leaf CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST root_object RETURN_VALUE LOAD_FAST cls LOAD_ATTR __module__ STORE_FAST mod LOAD_FAST cls LOAD_ATTR __qualname__ STORE_FAST qname LOAD_FAST mod LOAD_CONST 'builtins' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST qname RETURN_VALUE LOAD_FAST mod FORMAT_VALUE LOAD_CONST '.' LOAD_FAST qname FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST class_ LOAD_GLOBAL inspect LOAD_METHOD cleandoc LOAD_FAST class_ LOAD_ATTR __doc__ JUMP_IF_TRUE_OR_POP LOAD_CONST '' CALL_METHOD STORE_FAST docstring LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d6cc96f0, file "f.py", line 461> LOAD_CONST 'Loader.get_class_documentation.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST class_ LOAD_ATTR __bases__ GET_ITER CALL_FUNCTION STORE_FAST bases SETUP_EXCEPT to 64 LOAD_GLOBAL Source LOAD_GLOBAL inspect LOAD_METHOD getsourcelines LOAD_FAST node LOAD_ATTR obj CALL_METHOD CALL_FUNCTION STORE_FAST source POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL OSError LOAD_GLOBAL TypeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 92 LOAD_CONST None STORE_FAST source POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_GLOBAL Class LOAD_FAST node LOAD_ATTR name LOAD_FAST node LOAD_ATTR dotted_path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST docstring LOAD_FAST bases LOAD_FAST source LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'bases', 'source') CALL_FUNCTION STORE_FAST root_object BUILD_MAP STORE_FAST attributes_data SETUP_LOOP to 178 LOAD_GLOBAL reversed LOAD_FAST class_ LOAD_ATTR __mro__ LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 176 STORE_FAST parent_class LOAD_GLOBAL merge LOAD_FAST attributes_data LOAD_GLOBAL get_class_attributes LOAD_FAST parent_class CALL_FUNCTION CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'attributes' LOAD_FAST attributes_data BUILD_MAP STORE_FAST context LOAD_CONST '__init__' LOAD_FAST class_ LOAD_ATTR __dict__ COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 236 LOAD_FAST attributes_data LOAD_METHOD update LOAD_GLOBAL get_instance_attributes LOAD_FAST class_ LOAD_ATTR __init__ CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_FAST class_ LOAD_ATTR __init__ CALL_METHOD LOAD_FAST context LOAD_CONST 'signature' STORE_SUBSCR POP_BLOCK JUMP_FORWARD to 262 DUP_TOP LOAD_GLOBAL TypeError LOAD_GLOBAL ValueError BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 262 END_FINALLY LOAD_FAST root_object LOAD_ATTR parse_docstring LOAD_DEREF self LOAD_ATTR docstring_parser BUILD_TUPLE LOAD_FAST context CALL_FUNCTION POP_TOP LOAD_FAST select_members LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST root_object RETURN_VALUE LOAD_FAST select_members EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_GLOBAL set CALL_FUNCTION STORE_FAST select_members BUILD_MAP STORE_FAST members LOAD_GLOBAL set CALL_FUNCTION STORE_FAST inherited LOAD_FAST class_ LOAD_ATTR __dict__ STORE_FAST direct_members LOAD_GLOBAL dict LOAD_GLOBAL inspect LOAD_METHOD getmembers LOAD_FAST class_ CALL_METHOD CALL_FUNCTION STORE_FAST all_members SETUP_LOOP to 452 LOAD_FAST all_members LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 450 UNPACK_SEQUENCE STORE_FAST member_name STORE_FAST member LOAD_FAST member LOAD_FAST class_ COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST member LOAD_GLOBAL type COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST member LOAD_GLOBAL object COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_METHOD select LOAD_FAST member_name LOAD_FAST select_members CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST member_name LOAD_FAST direct_members COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR select_inherited_members EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST member LOAD_FAST members LOAD_FAST member_name STORE_SUBSCR LOAD_FAST inherited LOAD_METHOD add LOAD_FAST member_name CALL_METHOD POP_TOP JUMP_FORWARD to 446 LOAD_FAST member LOAD_FAST members LOAD_FAST member_name STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 664 LOAD_FAST members LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 662 UNPACK_SEQUENCE STORE_FAST member_name STORE_FAST member LOAD_GLOBAL ObjectNode LOAD_FAST member LOAD_FAST member_name LOAD_FAST node LOAD_CONST ('parent',) CALL_FUNCTION STORE_FAST child_node LOAD_FAST child_node LOAD_METHOD is_class CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_class_documentation LOAD_FAST child_node CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 LOAD_FAST child_node LOAD_METHOD is_classmethod CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_classmethod_documentation LOAD_FAST child_node CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 LOAD_FAST child_node LOAD_METHOD is_staticmethod CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_staticmethod_documentation LOAD_FAST child_node CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 LOAD_FAST child_node LOAD_METHOD is_method CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_regular_method_documentation LOAD_FAST child_node CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 LOAD_FAST child_node LOAD_METHOD is_property CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_property_documentation LOAD_FAST child_node CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 LOAD_FAST member_name LOAD_FAST attributes_data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD get_attribute_documentation LOAD_FAST child_node LOAD_FAST attributes_data LOAD_FAST member_name BINARY_SUBSCR CALL_METHOD STORE_FAST child JUMP_FORWARD to 626 EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST member_name LOAD_FAST inherited COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST child LOAD_ATTR properties LOAD_METHOD append LOAD_CONST 'inherited' CALL_METHOD POP_TOP LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST child CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 786 LOAD_CONST '__fields__' LOAD_CONST 'pydantic-model' BUILD_LIST LOAD_DEREF self LOAD_ATTR get_pydantic_field_documentation BUILD_TUPLE LOAD_CONST '_declared_fields' LOAD_CONST 'marshmallow-model' BUILD_LIST LOAD_DEREF self LOAD_ATTR get_marshmallow_field_documentation BUILD_TUPLE LOAD_CONST '_meta.get_fields' LOAD_CONST 'django-model' BUILD_LIST LOAD_DEREF self LOAD_ATTR get_django_field_documentation BUILD_TUPLE LOAD_CONST '__dataclass_fields__' LOAD_CONST 'dataclass' BUILD_LIST LOAD_DEREF self LOAD_ATTR get_annotated_dataclass_field BUILD_TUPLE BUILD_TUPLE GET_ITER FOR_ITER to 784 UNPACK_SEQUENCE STORE_FAST attr_name STORE_FAST properties STORE_FAST add_method LOAD_DEREF self LOAD_METHOD detect_field_model LOAD_FAST attr_name LOAD_FAST direct_members LOAD_FAST all_members CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST root_object LOAD_ATTR properties LOAD_METHOD extend LOAD_FAST properties CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD add_fields LOAD_FAST node LOAD_FAST root_object LOAD_FAST attr_name LOAD_FAST all_members LOAD_FAST select_members LOAD_FAST class_ LOAD_FAST add_method CALL_METHOD POP_TOP BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST root_object RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST b LOAD_DEREF self LOAD_METHOD _class_path LOAD_FAST b CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL split_attr_name LOAD_FAST attr_name CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST first_order_attr_name STORE_FAST remainder LOAD_FAST first_order_attr_name LOAD_FAST direct_members COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR select_inherited_members POP_JUMP_IF_FALSE LOAD_FAST first_order_attr_name LOAD_FAST all_members COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST remainder POP_JUMP_IF_FALSE LOAD_GLOBAL attrgetter LOAD_FAST remainder CALL_FUNCTION LOAD_FAST all_members LOAD_FAST first_order_attr_name BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL get_fields LOAD_FAST attr_name LOAD_FAST members LOAD_CONST ('members',) CALL_FUNCTION STORE_FAST fields SETUP_LOOP to 100 LOAD_FAST fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 98 UNPACK_SEQUENCE STORE_FAST field_name STORE_FAST field LOAD_FAST self LOAD_METHOD select LOAD_FAST field_name LOAD_FAST select_members CALL_METHOD STORE_FAST select_field LOAD_GLOBAL field_is_inherited LOAD_FAST field_name LOAD_FAST attr_name LOAD_FAST base_class CALL_FUNCTION STORE_FAST is_inherited LOAD_FAST select_field POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR select_inherited_members POP_JUMP_IF_TRUE LOAD_FAST is_inherited POP_JUMP_IF_TRUE LOAD_GLOBAL ObjectNode LOAD_FAST field LOAD_FAST field_name LOAD_FAST node LOAD_CONST ('obj', 'name', 'parent') CALL_FUNCTION STORE_FAST child_node LOAD_FAST root_object LOAD_METHOD add_child LOAD_FAST add_method LOAD_FAST child_node CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST function LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path SETUP_EXCEPT to 28 LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_FAST function CALL_METHOD STORE_FAST signature POP_BLOCK JUMP_FORWARD to 66 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 52 LOAD_CONST None STORE_FAST signature POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 66 END_FINALLY SETUP_EXCEPT to 86 LOAD_GLOBAL Source LOAD_GLOBAL inspect LOAD_METHOD getsourcelines LOAD_FAST function CALL_METHOD CALL_FUNCTION STORE_FAST source POP_BLOCK JUMP_FORWARD to 124 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 110 LOAD_CONST None STORE_FAST source POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 124 END_FINALLY BUILD_LIST STORE_FAST properties LOAD_FAST node LOAD_METHOD is_coroutine_function CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'async' CALL_METHOD POP_TOP LOAD_GLOBAL Function LOAD_FAST node LOAD_ATTR name LOAD_FAST node LOAD_ATTR dotted_path LOAD_FAST node LOAD_ATTR file_path LOAD_GLOBAL inspect LOAD_METHOD getdoc LOAD_FAST function CALL_METHOD LOAD_FAST signature LOAD_FAST source LOAD_FAST properties LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'signature', 'source', 'properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST prop LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path LOAD_CONST 'property' BUILD_LIST STORE_FAST properties LOAD_FAST node LOAD_METHOD is_cached_property CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD extend LOAD_CONST 'writable' LOAD_CONST 'cached' BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST prop LOAD_ATTR func STORE_FAST sig_source_func JUMP_FORWARD to 78 LOAD_FAST properties LOAD_METHOD append LOAD_FAST prop LOAD_ATTR fset LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'readonly' JUMP_FORWARD to 68 LOAD_CONST 'writable' CALL_METHOD POP_TOP LOAD_FAST prop LOAD_ATTR fget STORE_FAST sig_source_func SETUP_EXCEPT to 94 LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_FAST sig_source_func CALL_METHOD STORE_FAST signature POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_GLOBAL TypeError LOAD_GLOBAL ValueError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 122 LOAD_CONST None STORE_FAST attr_type POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 142 END_FINALLY LOAD_FAST signature LOAD_ATTR return_annotation STORE_FAST attr_type SETUP_EXCEPT to 162 LOAD_GLOBAL Source LOAD_GLOBAL inspect LOAD_METHOD getsourcelines LOAD_FAST sig_source_func CALL_METHOD CALL_FUNCTION STORE_FAST source POP_BLOCK JUMP_FORWARD to 204 DUP_TOP LOAD_GLOBAL OSError LOAD_GLOBAL TypeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 190 LOAD_CONST None STORE_FAST source POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 204 END_FINALLY LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_GLOBAL inspect LOAD_METHOD getdoc LOAD_FAST prop CALL_METHOD LOAD_FAST attr_type LOAD_FAST properties LOAD_FAST source LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type', 'properties', 'source') CALL_FUNCTION RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST prop LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path LOAD_CONST 'pydantic-field' BUILD_LIST STORE_FAST properties LOAD_FAST prop LOAD_ATTR required POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'required' CALL_METHOD POP_TOP LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST prop LOAD_ATTR field_info LOAD_ATTR description LOAD_FAST prop LOAD_ATTR outer_type_ LOAD_FAST properties LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type', 'properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST prop LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path LOAD_CONST 'django-field' BUILD_LIST STORE_FAST properties LOAD_FAST prop LOAD_ATTR null POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'nullable' CALL_METHOD POP_TOP LOAD_FAST prop LOAD_ATTR blank POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'blank' CALL_METHOD POP_TOP LOAD_FAST prop LOAD_ATTR help_text POP_JUMP_IF_FALSE LOAD_FAST prop LOAD_ATTR verbose_name FORMAT_VALUE LOAD_CONST ': ' LOAD_FAST prop LOAD_ATTR help_text FORMAT_VALUE BUILD_STRING STORE_FAST docstring JUMP_FORWARD to 86 LOAD_GLOBAL str LOAD_FAST prop LOAD_ATTR verbose_name CALL_FUNCTION STORE_FAST docstring LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST docstring LOAD_FAST prop LOAD_ATTR __class__ LOAD_FAST properties LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type', 'properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST prop LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path LOAD_CONST 'marshmallow-field' BUILD_LIST STORE_FAST properties LOAD_FAST prop LOAD_ATTR required POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'required' CALL_METHOD POP_TOP LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST prop LOAD_ATTR metadata LOAD_METHOD get LOAD_CONST 'description' CALL_METHOD LOAD_GLOBAL type LOAD_FAST prop CALL_FUNCTION LOAD_FAST properties LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type', 'properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST attribute_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD parent_is_class CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL get_class_attributes LOAD_FAST node LOAD_ATTR parent LOAD_ATTR obj CALL_FUNCTION LOAD_METHOD get LOAD_FAST node LOAD_ATTR name BUILD_MAP CALL_METHOD STORE_FAST attribute_data JUMP_FORWARD to 62 LOAD_GLOBAL get_module_attributes LOAD_FAST node LOAD_ATTR root LOAD_ATTR obj CALL_FUNCTION LOAD_METHOD get LOAD_FAST node LOAD_ATTR name BUILD_MAP CALL_METHOD STORE_FAST attribute_data LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST node LOAD_ATTR dotted_path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST attribute_data LOAD_CONST 'docstring' BINARY_SUBSCR LOAD_FAST attribute_data LOAD_CONST 'annotation' BINARY_SUBSCR LOAD_CONST 'dataclass-field' BUILD_LIST LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type', 'properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD get_method_documentation LOAD_FAST node LOAD_CONST 'classmethod' BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get_method_documentation LOAD_FAST node LOAD_CONST 'staticmethod' BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get_method_documentation LOAD_FAST node CALL_METHOD STORE_FAST method LOAD_FAST node LOAD_ATTR parent POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR parent LOAD_ATTR obj STORE_FAST class_ LOAD_GLOBAL RE_SPECIAL LOAD_METHOD match LOAD_FAST node LOAD_ATTR name CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST method LOAD_ATTR docstring STORE_FAST docstring LOAD_FAST class_ LOAD_ATTR __mro__ LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST parent_classes SETUP_LOOP to 132 LOAD_FAST parent_classes GET_ITER FOR_ITER to 130 STORE_FAST parent_class SETUP_EXCEPT to 84 LOAD_GLOBAL getattr LOAD_FAST parent_class LOAD_FAST node LOAD_ATTR name CALL_FUNCTION STORE_FAST parent_method POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY LOAD_FAST docstring LOAD_GLOBAL inspect LOAD_METHOD getdoc LOAD_FAST parent_method CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '' LOAD_FAST method STORE_ATTR docstring BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST method RETURN_VALUE LOAD_FAST node LOAD_ATTR obj STORE_FAST method LOAD_FAST node LOAD_ATTR dotted_path STORE_FAST path SETUP_EXCEPT to 32 LOAD_GLOBAL Source LOAD_GLOBAL inspect LOAD_METHOD getsourcelines LOAD_FAST method CALL_METHOD CALL_FUNCTION STORE_FAST source POP_BLOCK JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 56 LOAD_CONST None STORE_FAST source POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST source POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY LOAD_FAST node LOAD_METHOD is_coroutine_function CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'async' BUILD_LIST STORE_FAST properties JUMP_FORWARD to 126 LOAD_FAST properties LOAD_METHOD append LOAD_CONST 'async' CALL_METHOD POP_TOP SETUP_EXCEPT to 142 LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_FAST method CALL_METHOD STORE_FAST signature POP_BLOCK JUMP_FORWARD to 180 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 166 LOAD_CONST None STORE_FAST signature POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 180 END_FINALLY LOAD_GLOBAL Method LOAD_FAST node LOAD_ATTR name LOAD_FAST path LOAD_FAST node LOAD_ATTR file_path LOAD_GLOBAL inspect LOAD_METHOD getdoc LOAD_FAST method CALL_METHOD LOAD_FAST signature LOAD_FAST properties JUMP_IF_TRUE_OR_POP BUILD_LIST LOAD_FAST source LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'signature', 'properties', 'source') CALL_FUNCTION RETURN_VALUE LOAD_FAST attribute_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD parent_is_class CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL get_class_attributes LOAD_FAST node LOAD_ATTR parent LOAD_ATTR obj CALL_FUNCTION LOAD_METHOD get LOAD_FAST node LOAD_ATTR name BUILD_MAP CALL_METHOD STORE_FAST attribute_data JUMP_FORWARD to 62 LOAD_GLOBAL get_module_attributes LOAD_FAST node LOAD_ATTR root LOAD_ATTR obj CALL_FUNCTION LOAD_METHOD get LOAD_FAST node LOAD_ATTR name BUILD_MAP CALL_METHOD STORE_FAST attribute_data LOAD_GLOBAL Attribute LOAD_FAST node LOAD_ATTR name LOAD_FAST node LOAD_ATTR dotted_path LOAD_FAST node LOAD_ATTR file_path LOAD_FAST attribute_data LOAD_METHOD get LOAD_CONST 'docstring' LOAD_CONST '' CALL_METHOD LOAD_FAST attribute_data LOAD_METHOD get LOAD_CONST 'annotation' LOAD_CONST None CALL_METHOD LOAD_CONST ('name', 'path', 'file_path', 'docstring', 'attr_type') CALL_FUNCTION RETURN_VALUE LOAD_FAST names POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST names COMPARE_OP in RETURN_VALUE LOAD_FAST self LOAD_METHOD filter_name_out LOAD_FAST name CALL_METHOD UNARY_NOT RETURN_VALUE LOAD_FAST self LOAD_ATTR filters POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_CONST True STORE_FAST keep SETUP_LOOP to 76 LOAD_FAST self LOAD_ATTR filters GET_ITER FOR_ITER to 74 UNPACK_SEQUENCE STORE_FAST fltr STORE_FAST regex LOAD_GLOBAL bool LOAD_FAST regex LOAD_METHOD search LOAD_FAST name CALL_METHOD CALL_FUNCTION STORE_FAST is_matching LOAD_FAST is_matching POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_FAST fltr CALL_FUNCTION LOAD_METHOD startswith LOAD_CONST '!' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST is_matching UNARY_NOT STORE_FAST is_matching LOAD_FAST is_matching STORE_FAST keep JUMP_ABSOLUTE POP_BLOCK LOAD_FAST keep UNARY_NOT RETURN_VALUE LOAD_FAST field_name LOAD_GLOBAL set LOAD_GLOBAL chain LOAD_CLOSURE fields_name BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fa6f0362270, file "f.py", line 998> LOAD_CONST 'field_is_inherited.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST base_class LOAD_ATTR __mro__ LOAD_CONST 1 LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION COMPARE_OP in RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST parent_class LOAD_GLOBAL getattr LOAD_FAST parent_class LOAD_DEREF fields_name BUILD_MAP CALL_FUNCTION LOAD_METHOD keys CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST attr_name LOAD_ATTR split LOAD_CONST '.' LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION UNPACK_EX STORE_FAST first_order_attr_name STORE_FAST remaining LOAD_FAST remaining POP_JUMP_IF_FALSE LOAD_FAST remaining LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 32 LOAD_CONST None STORE_FAST remainder LOAD_FAST first_order_attr_name LOAD_FAST remainder BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL bool LOAD_FAST members CALL_FUNCTION LOAD_GLOBAL bool LOAD_FAST class_obj CALL_FUNCTION BINARY_XOR POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Either members or class_obj is required.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL split_attr_name LOAD_FAST attr_name CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST first_order_attr_name STORE_FAST remainder LOAD_FAST members POP_JUMP_IF_FALSE LOAD_FAST members LOAD_FAST first_order_attr_name BINARY_SUBSCR JUMP_FORWARD to 66 LOAD_GLOBAL dict LOAD_GLOBAL vars LOAD_FAST class_obj CALL_FUNCTION CALL_FUNCTION LOAD_METHOD get LOAD_FAST first_order_attr_name BUILD_MAP CALL_METHOD STORE_FAST fields LOAD_FAST remainder POP_JUMP_IF_FALSE LOAD_GLOBAL attrgetter LOAD_FAST remainder CALL_FUNCTION LOAD_FAST fields CALL_FUNCTION STORE_FAST fields LOAD_GLOBAL callable LOAD_FAST fields CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST fields CALL_FUNCTION STORE_FAST fields LOAD_GLOBAL isinstance LOAD_FAST fields LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST <code object <dictcomp> at 0x7fa6f0362420, file "f.py", line 1041> LOAD_CONST 'get_fields.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST fields GET_ITER CALL_FUNCTION STORE_FAST fields LOAD_FAST fields RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 40 STORE_FAST f LOAD_GLOBAL getattr LOAD_FAST f LOAD_CONST 'auto_created' LOAD_CONST False CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST f LOAD_GLOBAL getattr LOAD_FAST f LOAD_CONST 'name' LOAD_GLOBAL str LOAD_FAST f CALL_FUNCTION CALL_FUNCTION MAP_ADD JUMP_ABSOLUTE RETURN_VALUE
""" This module is responsible for loading the documentation from Python objects. It uses [`inspect`](https://docs.python.org/3/library/inspect.html) for introspecting objects, iterating over their members, etc. """ import importlib import inspect import pkgutil import re from functools import lru_cache from itertools import chain from operator import attrgetter from pathlib import Path from typing import Any, Dict, List, Mapping, Optional, Set, Tuple, Union from pytkdocs.objects import Attribute, Class, Function, Method, Module, Object, Source from pytkdocs.parsers.attributes import ( get_class_attributes, get_instance_attributes, get_module_attributes, merge, ) from pytkdocs.parsers.docstrings import PARSERS from pytkdocs.properties import RE_SPECIAL try: from functools import cached_property # type: ignore except ImportError: from cached_property import cached_property # type: ignore class ObjectNode: """ Helper class to represent an object tree. It's not really a tree but more a backward-linked list: each node has a reference to its parent, but not to its child (for simplicity purposes and to avoid bugs). Each node stores an object, its name, and a reference to its parent node. """ def __init__( self, obj: Any, name: str, parent: Optional["ObjectNode"] = None ) -> None: """ Initialize the object. Arguments: obj: A Python object. name: The object's name. parent: The object's parent node. """ try: obj = inspect.unwrap(obj) except ( Exception ): # noqa: S110,W0703 (we purposely catch every possible exception) pass # noqa: WPS420 (no other way than passing) self.obj: Any = obj """The actual Python object.""" self.name: str = name """The Python object's name.""" self.parent: Optional[ObjectNode] = parent """The parent node.""" @property def dotted_path(self) -> str: """ Return the Python dotted path to the object. Returns: The Python dotted path to the object. """ parts = [self.name] current = self.parent while current: parts.append(current.name) current = current.parent return ".".join(reversed(parts)) @property def file_path(self) -> str: """ Return the object's module file path. Returns: The object's module file path. """ return inspect.getabsfile(self.root.obj) @property def root(self) -> "ObjectNode": """ Return the root of the tree. Returns: The root of the tree. """ if self.parent is not None: return self.parent.root return self def is_module(self) -> bool: """ Tell if this node's object is a module. Returns: The root of the tree. """ return inspect.ismodule(self.obj) def is_class(self) -> bool: """ Tell if this node's object is a class. Returns: If this node's object is a class. """ return inspect.isclass(self.obj) def is_function(self) -> bool: """ Tell if this node's object is a function. Returns: If this node's object is a function. """ return inspect.isfunction(self.obj) def is_coroutine_function(self) -> bool: """ Tell if this node's object is a coroutine. Returns: If this node's object is a coroutine. """ return inspect.iscoroutinefunction(self.obj) def is_property(self) -> bool: """ Tell if this node's object is a property. Returns: If this node's object is a property. """ return isinstance(self.obj, property) or self.is_cached_property() def is_cached_property(self) -> bool: """ Tell if this node's object is a cached property. Returns: If this node's object is a cached property. """ return isinstance(self.obj, cached_property) def parent_is_class(self) -> bool: """ Tell if the object of this node's parent is a class. Returns: If the object of this node's parent is a class. """ return bool(self.parent and self.parent.is_class()) def is_method(self) -> bool: """ Tell if this node's object is a method. Returns: If this node's object is a method. """ function_type = type(lambda: None) return self.parent_is_class() and isinstance(self.obj, function_type) def is_method_descriptor(self) -> bool: """ Tell if this node's object is a method descriptor. Built-in methods (e.g. those implemented in C/Rust) are often method descriptors, rather than normal methods. Returns: If this node's object is a method descriptor. """ return inspect.ismethoddescriptor(self.obj) def is_staticmethod(self) -> bool: """ Tell if this node's object is a staticmethod. Returns: If this node's object is a staticmethod. """ if not self.parent: return False self_from_parent = self.parent.obj.__dict__.get(self.name, None) return self.parent_is_class() and isinstance(self_from_parent, staticmethod) def is_classmethod(self) -> bool: """ Tell if this node's object is a classmethod. Returns: If this node's object is a classmethod. """ if not self.parent: return False self_from_parent = self.parent.obj.__dict__.get(self.name, None) return self.parent_is_class() and isinstance(self_from_parent, classmethod) def get_object_tree(path: str, new_path_syntax: bool = False) -> ObjectNode: """ Transform a path into an actual Python object. The path can be arbitrary long. You can pass the path to a package, a module, a class, a function or a global variable, as deep as you want, as long as the deepest module is importable through `importlib.import_module` and each object is obtainable through the `getattr` method. It is not possible to load local objects. Args: path: The dot/colon-separated path of the object. new_path_syntax: Whether to use the "colon" syntax for the path. Raises: ValueError: When the path is not valid (evaluates to `False`). ImportError: When the object or its parent module could not be imported. Returns: The leaf node representing the object and its parents. """ if not path: raise ValueError(f"path must be a valid Python path, not {path}") objects: List[str] = [] if ":" in path or new_path_syntax: try: module_path, object_path = path.split(":") except ValueError: # no colon module_path, objects = path, [] else: objects = object_path.split(".") parent_module = importlib.import_module(module_path) else: obj_parent_modules = path.split(".") while True: parent_module_path = ".".join(obj_parent_modules) try: parent_module = importlib.import_module(parent_module_path) except ImportError as error: if len(obj_parent_modules) == 1: raise ImportError( f"Importing '{path}' failed, possible causes are:\n" f"- an exception happened while importing\n" f"- an element in the path does not exist", ) from error objects.insert(0, obj_parent_modules.pop(-1)) else: break current_node = ObjectNode(parent_module, parent_module.__name__) for obj_name in objects: obj = getattr(current_node.obj, obj_name) child = ObjectNode(obj, obj_name, parent=current_node) current_node = child leaf = current_node real_module = None while current_node.parent is not None: if real_module is None: real_module = inspect.getmodule(current_node.obj) if inspect.ismodule(current_node.parent.obj): if real_module is not None and real_module is not current_node.parent.obj: current_node.parent = ObjectNode(real_module, real_module.__name__) break current_node = current_node.parent return leaf class Loader: """ This class contains the object documentation loading mechanisms. Any error that occurred during collection of the objects and their documentation is stored in the `errors` list. """ def __init__( self, filters: Optional[List[str]] = None, docstring_style: str = "google", docstring_options: Optional[dict] = None, inherited_members: bool = False, new_path_syntax: bool = False, ) -> None: """ Initialize the object. Arguments: filters: A list of regular expressions to fine-grain select members. It is applied recursively. docstring_style: The style to use when parsing docstrings. docstring_options: The options to pass to the docstrings parser. inherited_members: Whether to select inherited members for classes. new_path_syntax: Whether to use the "colon" syntax for the path. """ if not filters: filters = [] self.filters = [(filtr, re.compile(filtr.lstrip("!"))) for filtr in filters] self.docstring_parser = PARSERS[docstring_style](**(docstring_options or {})) # type: ignore self.errors: List[str] = [] self.select_inherited_members = inherited_members self.new_path_syntax = new_path_syntax def get_object_documentation( self, dotted_path: str, members: Optional[Union[Set[str], bool]] = None ) -> Object: """ Get the documentation for an object and its children. Arguments: dotted_path: The Python dotted path to the desired object. members: `True` to select members and filter them, `False` to select no members, or a list of names to explicitly select the members with these names. It is applied only on the root object. Returns: The documented object. """ if members is True: members = set() root_object: Object leaf = get_object_tree(dotted_path, self.new_path_syntax) if leaf.is_module(): root_object = self.get_module_documentation(leaf, members) elif leaf.is_class(): root_object = self.get_class_documentation(leaf, members) elif leaf.is_staticmethod(): root_object = self.get_staticmethod_documentation(leaf) elif leaf.is_classmethod(): root_object = self.get_classmethod_documentation(leaf) elif leaf.is_method_descriptor(): root_object = self.get_regular_method_documentation(leaf) elif leaf.is_method(): root_object = self.get_regular_method_documentation(leaf) elif leaf.is_function(): root_object = self.get_function_documentation(leaf) elif leaf.is_property(): root_object = self.get_property_documentation(leaf) else: root_object = self.get_attribute_documentation(leaf) root_object.parse_all_docstrings(self.docstring_parser) return root_object def get_module_documentation(self, node: ObjectNode, select_members=None) -> Module: """ Get the documentation for a module and its children. Arguments: node: The node representing the module and its parents. select_members: Explicit members to select. Returns: The documented module object. """ module = node.obj path = node.dotted_path name = path.split(".")[-1] source: Optional[Source] try: source = Source(inspect.getsource(module), 1) except OSError as error: try: code = Path(node.file_path).read_text() except (OSError, UnicodeDecodeError): source = None else: source = Source(code, 1) if code else None root_object = Module( name=name, path=path, file_path=node.file_path, docstring=inspect.getdoc(module), source=source, ) if select_members is False: return root_object select_members = select_members or set() attributes_data = get_module_attributes(module) root_object.parse_docstring(self.docstring_parser, attributes=attributes_data) for member_name, member in inspect.getmembers(module): if self.select(member_name, select_members): child_node = ObjectNode(member, member_name, parent=node) if child_node.is_class() and node.root.obj is inspect.getmodule( child_node.obj ): root_object.add_child(self.get_class_documentation(child_node)) elif child_node.is_function() and node.root.obj is inspect.getmodule( child_node.obj ): root_object.add_child(self.get_function_documentation(child_node)) elif member_name in attributes_data: root_object.add_child( self.get_attribute_documentation( child_node, attributes_data[member_name] ) ) if hasattr(module, "__path__"): # noqa: WPS421 (hasattr) for _, modname, _ in pkgutil.iter_modules(module.__path__): if self.select(modname, select_members): leaf = get_object_tree(f"{path}.{modname}") root_object.add_child(self.get_module_documentation(leaf)) return root_object @staticmethod def _class_path(cls): mod = cls.__module__ qname = cls.__qualname__ if mod == "builtins": return qname else: return f"{mod}.{qname}" def get_class_documentation(self, node: ObjectNode, select_members=None) -> Class: """ Get the documentation for a class and its children. Arguments: node: The node representing the class and its parents. select_members: Explicit members to select. Returns: The documented class object. """ class_ = node.obj docstring = inspect.cleandoc(class_.__doc__ or "") bases = [self._class_path(b) for b in class_.__bases__] source: Optional[Source] try: source = Source(*inspect.getsourcelines(node.obj)) except (OSError, TypeError) as error: source = None root_object = Class( name=node.name, path=node.dotted_path, file_path=node.file_path, docstring=docstring, bases=bases, source=source, ) attributes_data: Dict[str, Dict[str, Any]] = {} for parent_class in reversed(class_.__mro__[:-1]): merge(attributes_data, get_class_attributes(parent_class)) context: Dict[str, Any] = {"attributes": attributes_data} if "__init__" in class_.__dict__: try: attributes_data.update(get_instance_attributes(class_.__init__)) context["signature"] = inspect.signature(class_.__init__) except (TypeError, ValueError): pass root_object.parse_docstring(self.docstring_parser, **context) if select_members is False: return root_object select_members = select_members or set() members = {} inherited = set() direct_members = class_.__dict__ all_members = dict(inspect.getmembers(class_)) for member_name, member in all_members.items(): if member is class_: continue if not (member is type or member is object) and self.select( member_name, select_members ): if member_name not in direct_members: if self.select_inherited_members: members[member_name] = member inherited.add(member_name) else: members[member_name] = member child: Object for member_name, member in members.items(): child_node = ObjectNode(member, member_name, parent=node) if child_node.is_class(): child = self.get_class_documentation(child_node) elif child_node.is_classmethod(): child = self.get_classmethod_documentation(child_node) elif child_node.is_staticmethod(): child = self.get_staticmethod_documentation(child_node) elif child_node.is_method(): child = self.get_regular_method_documentation(child_node) elif child_node.is_property(): child = self.get_property_documentation(child_node) elif member_name in attributes_data: child = self.get_attribute_documentation( child_node, attributes_data[member_name] ) else: continue if member_name in inherited: child.properties.append("inherited") root_object.add_child(child) for attr_name, properties, add_method in ( ("__fields__", ["pydantic-model"], self.get_pydantic_field_documentation), ( "_declared_fields", ["marshmallow-model"], self.get_marshmallow_field_documentation, ), ("_meta.get_fields", ["django-model"], self.get_django_field_documentation), ("__dataclass_fields__", ["dataclass"], self.get_annotated_dataclass_field), ): if self.detect_field_model(attr_name, direct_members, all_members): root_object.properties.extend(properties) self.add_fields( node, root_object, attr_name, all_members, select_members, class_, add_method, ) break return root_object def detect_field_model(self, attr_name: str, direct_members, all_members) -> bool: """ Detect if an attribute is present in members. Arguments: attr_name: The name of the attribute to detect, can contain dots. direct_members: The direct members of the class. all_members: All members of the class. Returns: Whether the attribute is present. """ first_order_attr_name, remainder = split_attr_name(attr_name) if not ( first_order_attr_name in direct_members or (self.select_inherited_members and first_order_attr_name in all_members) ): return False if remainder and not attrgetter(remainder)(all_members[first_order_attr_name]): return False return True def add_fields( self, node: ObjectNode, root_object: Object, attr_name: str, members, select_members, base_class, add_method, ) -> None: """ Add detected fields to the current object. Arguments: node: The current object node. root_object: The current object. attr_name: The fields attribute name. members: The members to pick the fields attribute in. select_members: The members to select. base_class: The class declaring the fields. add_method: The method to add the children object. """ fields = get_fields(attr_name, members=members) for field_name, field in fields.items(): select_field = self.select(field_name, select_members) is_inherited = field_is_inherited(field_name, attr_name, base_class) if select_field and (self.select_inherited_members or not is_inherited): child_node = ObjectNode(obj=field, name=field_name, parent=node) root_object.add_child(add_method(child_node)) def get_function_documentation(self, node: ObjectNode) -> Function: """ Get the documentation for a function. Arguments: node: The node representing the function and its parents. Returns: The documented function object. """ function = node.obj path = node.dotted_path source: Optional[Source] signature: Optional[inspect.Signature] try: signature = inspect.signature(function) except TypeError as error: signature = None try: source = Source(*inspect.getsourcelines(function)) except OSError as error: source = None properties: List[str] = [] if node.is_coroutine_function(): properties.append("async") return Function( name=node.name, path=node.dotted_path, file_path=node.file_path, docstring=inspect.getdoc(function), signature=signature, source=source, properties=properties, ) def get_property_documentation(self, node: ObjectNode) -> Attribute: """ Get the documentation for a property. Arguments: node: The node representing the property and its parents. Returns: The documented attribute object (properties are considered attributes for now). """ prop = node.obj path = node.dotted_path properties = ["property"] if node.is_cached_property(): properties.extend(["writable", "cached"]) sig_source_func = prop.func else: properties.append("readonly" if prop.fset is None else "writable") sig_source_func = prop.fget source: Optional[Source] try: signature = inspect.signature(sig_source_func) except (TypeError, ValueError) as error: attr_type = None else: attr_type = signature.return_annotation try: source = Source(*inspect.getsourcelines(sig_source_func)) except (OSError, TypeError) as error: source = None return Attribute( name=node.name, path=path, file_path=node.file_path, docstring=inspect.getdoc(prop), attr_type=attr_type, properties=properties, source=source, ) @staticmethod def get_pydantic_field_documentation(node: ObjectNode) -> Attribute: """ Get the documentation for a Pydantic Field. Arguments: node: The node representing the Field and its parents. Returns: The documented attribute object. """ prop = node.obj path = node.dotted_path properties = ["pydantic-field"] if prop.required: properties.append("required") return Attribute( name=node.name, path=path, file_path=node.file_path, docstring=prop.field_info.description, attr_type=prop.outer_type_, properties=properties, ) @staticmethod def get_django_field_documentation(node: ObjectNode) -> Attribute: """ Get the documentation for a Django Field. Arguments: node: The node representing the Field and its parents. Returns: The documented attribute object. """ prop = node.obj path = node.dotted_path properties = ["django-field"] if prop.null: properties.append("nullable") if prop.blank: properties.append("blank") if prop.help_text: docstring = f"{prop.verbose_name}: {prop.help_text}" else: docstring = str(prop.verbose_name) return Attribute( name=node.name, path=path, file_path=node.file_path, docstring=docstring, attr_type=prop.__class__, properties=properties, ) @staticmethod def get_marshmallow_field_documentation(node: ObjectNode) -> Attribute: """ Get the documentation for a Marshmallow Field. Arguments: node: The node representing the Field and its parents. Returns: The documented attribute object. """ prop = node.obj path = node.dotted_path properties = ["marshmallow-field"] if prop.required: properties.append("required") return Attribute( name=node.name, path=path, file_path=node.file_path, docstring=prop.metadata.get("description"), attr_type=type(prop), properties=properties, ) @staticmethod def get_annotated_dataclass_field( node: ObjectNode, attribute_data: Optional[dict] = None ) -> Attribute: """ Get the documentation for a dataclass field. Arguments: node: The node representing the annotation and its parents. attribute_data: Docstring and annotation for this attribute. Returns: The documented attribute object. """ if attribute_data is None: if node.parent_is_class(): attribute_data = get_class_attributes(node.parent.obj).get(node.name, {}) # type: ignore else: attribute_data = get_module_attributes(node.root.obj).get(node.name, {}) return Attribute( name=node.name, path=node.dotted_path, file_path=node.file_path, docstring=attribute_data["docstring"], attr_type=attribute_data["annotation"], properties=["dataclass-field"], ) def get_classmethod_documentation(self, node: ObjectNode) -> Method: """ Get the documentation for a class-method. Arguments: node: The node representing the class-method and its parents. Returns: The documented method object. """ return self.get_method_documentation(node, ["classmethod"]) def get_staticmethod_documentation(self, node: ObjectNode) -> Method: """ Get the documentation for a static-method. Arguments: node: The node representing the static-method and its parents. Returns: The documented method object. """ return self.get_method_documentation(node, ["staticmethod"]) def get_regular_method_documentation(self, node: ObjectNode) -> Method: """ Get the documentation for a regular method (not class- nor static-method). We do extra processing in this method to discard docstrings of `__init__` methods that were inherited from parent classes. Arguments: node: The node representing the method and its parents. Returns: The documented method object. """ method = self.get_method_documentation(node) if node.parent: class_ = node.parent.obj if RE_SPECIAL.match(node.name): docstring = method.docstring parent_classes = class_.__mro__[1:] for parent_class in parent_classes: try: parent_method = getattr(parent_class, node.name) except AttributeError: continue else: if docstring == inspect.getdoc(parent_method): method.docstring = "" break return method def get_method_documentation( self, node: ObjectNode, properties: Optional[List[str]] = None ) -> Method: """ Get the documentation for a method or method descriptor. Arguments: node: The node representing the method and its parents. properties: A list of properties to apply to the method. Returns: The documented method object. """ method = node.obj path = node.dotted_path signature: Optional[inspect.Signature] source: Optional[Source] try: source = Source(*inspect.getsourcelines(method)) except OSError as error: source = None except TypeError: source = None if node.is_coroutine_function(): if properties is None: properties = ["async"] else: properties.append("async") try: signature = inspect.signature(method) except ValueError as error: signature = None return Method( name=node.name, path=path, file_path=node.file_path, docstring=inspect.getdoc(method), signature=signature, properties=properties or [], source=source, ) @staticmethod def get_attribute_documentation( node: ObjectNode, attribute_data: Optional[dict] = None ) -> Attribute: """ Get the documentation for an attribute. Arguments: node: The node representing the method and its parents. attribute_data: Docstring and annotation for this attribute. Returns: The documented attribute object. """ if attribute_data is None: if node.parent_is_class(): attribute_data = get_class_attributes(node.parent.obj).get(node.name, {}) # type: ignore else: attribute_data = get_module_attributes(node.root.obj).get(node.name, {}) return Attribute( name=node.name, path=node.dotted_path, file_path=node.file_path, docstring=attribute_data.get("docstring", ""), attr_type=attribute_data.get("annotation", None), ) def select(self, name: str, names: Set[str]) -> bool: """ Tells whether we should select an object or not, given its name. If the set of names is not empty, we check against it, otherwise we check against filters. Arguments: name: The name of the object to select or not. names: An explicit list of names to select. Returns: Yes or no. """ if names: return name in names return not self.filter_name_out(name) @lru_cache(maxsize=None) def filter_name_out(self, name: str) -> bool: """ Filter a name based on the loader's filters. Arguments: name: The name to filter. Returns: True if the name was filtered out, False otherwise. """ if not self.filters: return False keep = True for fltr, regex in self.filters: is_matching = bool(regex.search(name)) if is_matching: if str(fltr).startswith("!"): is_matching = not is_matching keep = is_matching return not keep def field_is_inherited(field_name: str, fields_name: str, base_class: type) -> bool: """ Check if a field with a certain name was inherited from parent classes. Arguments: field_name: The name of the field to check. fields_name: The name of the attribute in which the fields are stored. base_class: The base class in which the field appears. Returns: Whether the field was inherited. """ return field_name in set( chain( *( getattr(parent_class, fields_name, {}).keys() for parent_class in base_class.__mro__[1:-1] ), ), ) def split_attr_name(attr_name: str) -> Tuple[str, Optional[str]]: """ Split an attribute name into a first-order attribute name and remainder. Args: attr_name: Attribute name (a) Returns: Tuple containing: first_order_attr_name: Name of the first order attribute (a) remainder: The remainder (b.c) """ first_order_attr_name, *remaining = attr_name.split(".", maxsplit=1) remainder = remaining[0] if remaining else None return first_order_attr_name, remainder def get_fields( attr_name: str, *, members: Mapping[str, Any] = None, class_obj=None ) -> Dict[str, Any]: if not (bool(members) ^ bool(class_obj)): raise ValueError("Either members or class_obj is required.") first_order_attr_name, remainder = split_attr_name(attr_name) fields = ( members[first_order_attr_name] if members else dict(vars(class_obj)).get(first_order_attr_name, {}) ) if remainder: fields = attrgetter(remainder)(fields) if callable(fields): fields = fields() if not isinstance(fields, dict): fields = { getattr(f, "name", str(f)): f for f in fields if not getattr(f, "auto_created", False) } return fields
data/pytkdocs-0.16.1/src/pytkdocs/loader.py
12,585
9,038
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME queue STORE_NAME queue LOAD_CONST 0 LOAD_CONST None IMPORT_NAME threading STORE_NAME threading LOAD_CONST 0 LOAD_CONST None IMPORT_NAME mock STORE_NAME mock LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest SETUP_EXCEPT to 62 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME grpc STORE_NAME grpc POP_BLOCK JUMP_FORWARD to 96 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME pytest LOAD_ATTR skip LOAD_CONST 'No GRPC' LOAD_CONST True LOAD_CONST ('allow_module_level',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 96 END_FINALLY LOAD_CONST 0 LOAD_CONST ('bidi',) IMPORT_NAME google.api_core IMPORT_FROM bidi STORE_NAME bidi POP_TOP LOAD_CONST 0 LOAD_CONST ('exceptions',) IMPORT_NAME google.api_core IMPORT_FROM exceptions STORE_NAME exceptions POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object Test_RequestQueueGenerator at 0x7f8a3d619420, file "f.py", line 18> LOAD_CONST 'Test_RequestQueueGenerator' MAKE_FUNCTION LOAD_CONST 'Test_RequestQueueGenerator' LOAD_NAME object CALL_FUNCTION STORE_NAME Test_RequestQueueGenerator LOAD_BUILD_CLASS LOAD_CONST <code object Test_Throttle at 0x7f8a3d619e40, file "f.py", line 109> LOAD_CONST 'Test_Throttle' MAKE_FUNCTION LOAD_CONST 'Test_Throttle' LOAD_NAME object CALL_FUNCTION STORE_NAME Test_Throttle LOAD_BUILD_CLASS LOAD_CONST <code object _CallAndFuture at 0x7f8a3d619c00, file "f.py", line 177> LOAD_CONST '_CallAndFuture' MAKE_FUNCTION LOAD_CONST '_CallAndFuture' LOAD_NAME grpc LOAD_ATTR Call LOAD_NAME grpc LOAD_ATTR Future CALL_FUNCTION STORE_NAME _CallAndFuture LOAD_CONST <code object make_rpc at 0x7f8b2000b420, file "f.py", line 181> LOAD_CONST 'make_rpc' MAKE_FUNCTION STORE_NAME make_rpc LOAD_BUILD_CLASS LOAD_CONST <code object ClosedCall at 0x7f8b2000b780, file "f.py", line 202> LOAD_CONST 'ClosedCall' MAKE_FUNCTION LOAD_CONST 'ClosedCall' LOAD_NAME object CALL_FUNCTION STORE_NAME ClosedCall LOAD_BUILD_CLASS LOAD_CONST <code object TestBidiRpc at 0x7f8af13ad030, file "f.py", line 213> LOAD_CONST 'TestBidiRpc' MAKE_FUNCTION LOAD_CONST 'TestBidiRpc' LOAD_NAME object CALL_FUNCTION STORE_NAME TestBidiRpc LOAD_BUILD_CLASS LOAD_CONST <code object CallStub at 0x7f8af13ad390, file "f.py", line 316> LOAD_CONST 'CallStub' MAKE_FUNCTION LOAD_CONST 'CallStub' LOAD_NAME object CALL_FUNCTION STORE_NAME CallStub LOAD_BUILD_CLASS LOAD_CONST <code object TestResumableBidiRpc at 0x7f8a3cb37300, file "f.py", line 339> LOAD_CONST 'TestResumableBidiRpc' MAKE_FUNCTION LOAD_CONST 'TestResumableBidiRpc' LOAD_NAME object CALL_FUNCTION STORE_NAME TestResumableBidiRpc LOAD_BUILD_CLASS LOAD_CONST <code object TestBackgroundConsumer at 0x7f8a3cb37ae0, file "f.py", line 663> LOAD_CONST 'TestBackgroundConsumer' MAKE_FUNCTION LOAD_CONST 'TestBackgroundConsumer' LOAD_NAME object CALL_FUNCTION STORE_NAME TestBackgroundConsumer LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Test_RequestQueueGenerator' STORE_NAME __qualname__ LOAD_CONST <code object test_bounded_consume at 0x7f8e2fc181e0, file "f.py", line 19> LOAD_CONST 'Test_RequestQueueGenerator.test_bounded_consume' MAKE_FUNCTION STORE_NAME test_bounded_consume LOAD_CONST <code object test_yield_initial_and_exit at 0x7f8e2fc186f0, file "f.py", line 40> LOAD_CONST 'Test_RequestQueueGenerator.test_yield_initial_and_exit' MAKE_FUNCTION STORE_NAME test_yield_initial_and_exit LOAD_CONST <code object test_yield_initial_callable_and_exit at 0x7f8e2fc184b0, file "f.py", line 53> LOAD_CONST 'Test_RequestQueueGenerator.test_yield_initial_callable_and_exit' MAKE_FUNCTION STORE_NAME test_yield_initial_callable_and_exit LOAD_CONST <code object test_exit_when_inactive_with_item at 0x7f8e2fc18a50, file "f.py", line 68> LOAD_CONST 'Test_RequestQueueGenerator.test_exit_when_inactive_with_item' MAKE_FUNCTION STORE_NAME test_exit_when_inactive_with_item LOAD_CONST <code object test_exit_when_inactive_empty at 0x7f8a3d619ae0, file "f.py", line 82> LOAD_CONST 'Test_RequestQueueGenerator.test_exit_when_inactive_empty' MAKE_FUNCTION STORE_NAME test_exit_when_inactive_empty LOAD_CONST <code object test_exit_with_stop at 0x7f8a3d6191e0, file "f.py", line 95> LOAD_CONST 'Test_RequestQueueGenerator.test_exit_with_stop' MAKE_FUNCTION STORE_NAME test_exit_with_stop LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST True LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_CONST <code object queue_generator at 0x7f8e2fc18660, file "f.py", line 23> LOAD_CONST 'Test_RequestQueueGenerator.test_bounded_consume.<locals>.queue_generator' MAKE_FUNCTION STORE_FAST queue_generator LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_FAST queue_generator LOAD_FAST call CALL_FUNCTION LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL bidi LOAD_METHOD _RequestQueueGenerator LOAD_FAST q CALL_METHOD STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR B BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A YIELD_VALUE POP_TOP LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD YIELD_VALUE POP_TOP LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR B YIELD_VALUE POP_TOP LOAD_CONST False LOAD_FAST rpc LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR C YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST False LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_ATTR _RequestQueueGenerator LOAD_FAST q LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A LOAD_CONST ('initial_request',) CALL_FUNCTION STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST False LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_ATTR _RequestQueueGenerator LOAD_FAST q LOAD_CONST <code object <lambda> at 0x7f8e2fc18420, file "f.py", line 60> LOAD_CONST 'Test_RequestQueueGenerator.test_yield_initial_callable_and_exit.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('initial_request',) CALL_FUNCTION STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD BUILD_LIST LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST False LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_METHOD _RequestQueueGenerator LOAD_FAST q CALL_METHOD STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST q LOAD_ATTR put LOAD_METHOD assert_called_once_with LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST False LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_METHOD _RequestQueueGenerator LOAD_FAST q CALL_METHOD STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL queue LOAD_ATTR Queue LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST q LOAD_CONST None LOAD_GLOBAL queue LOAD_METHOD Empty CALL_METHOD BUILD_LIST LOAD_FAST q LOAD_ATTR get STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR Call LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST call LOAD_CONST True LOAD_FAST call LOAD_ATTR is_active STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_METHOD _RequestQueueGenerator LOAD_FAST q CALL_METHOD STORE_FAST generator LOAD_FAST call LOAD_FAST generator STORE_ATTR call LOAD_GLOBAL list LOAD_FAST generator CALL_FUNCTION STORE_FAST items LOAD_FAST items BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Test_Throttle' STORE_NAME __qualname__ LOAD_CONST <code object test_repr at 0x7f8a3d619780, file "f.py", line 110> LOAD_CONST 'Test_Throttle.test_repr' MAKE_FUNCTION STORE_NAME test_repr LOAD_CONST <code object test_raises_error_on_invalid_init_arguments at 0x7f8a3d6199c0, file "f.py", line 117> LOAD_CONST 'Test_Throttle.test_raises_error_on_invalid_init_arguments' MAKE_FUNCTION STORE_NAME test_raises_error_on_invalid_init_arguments LOAD_CONST <code object test_does_not_delay_entry_attempts_under_threshold at 0x7f8a3d619a50, file "f.py", line 128> LOAD_CONST 'Test_Throttle.test_does_not_delay_entry_attempts_under_threshold' MAKE_FUNCTION STORE_NAME test_does_not_delay_entry_attempts_under_threshold LOAD_CONST <code object test_delays_entry_attempts_above_threshold at 0x7f8a3d619c90, file "f.py", line 149> LOAD_CONST 'Test_Throttle.test_delays_entry_attempts_above_threshold' MAKE_FUNCTION STORE_NAME test_delays_entry_attempts_above_threshold LOAD_CONST None RETURN_VALUE LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 4.5 LOAD_CONST ('seconds',) CALL_FUNCTION STORE_FAST delta LOAD_GLOBAL bidi LOAD_ATTR _Throttle LOAD_CONST 42 LOAD_FAST delta LOAD_CONST ('access_limit', 'time_window') CALL_FUNCTION STORE_FAST instance LOAD_GLOBAL repr LOAD_FAST instance CALL_FUNCTION LOAD_CONST '_Throttle(access_limit=42, time_window={})' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST delta CALL_FUNCTION CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 38 STORE_FAST exc_info LOAD_GLOBAL bidi LOAD_ATTR _Throttle LOAD_CONST 10 LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 0.0 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('access_limit', 'time_window') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'time_window' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'must be a positive timedelta' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 118 STORE_FAST exc_info LOAD_GLOBAL bidi LOAD_ATTR _Throttle LOAD_CONST 0 LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 10 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('access_limit', 'time_window') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'access_limit' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'must be positive' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_ATTR _Throttle LOAD_CONST 3 LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 1 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('access_limit', 'time_window') CALL_FUNCTION STORE_FAST throttle BUILD_LIST STORE_FAST entries SETUP_LOOP to 86 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST _ LOAD_FAST throttle SETUP_WITH to 76 STORE_FAST time_waited LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD now CALL_METHOD LOAD_FAST time_waited LOAD_CONST ('entered_at', 'reported_wait') BUILD_CONST_KEY_MAP STORE_FAST entry_info LOAD_FAST entries LOAD_METHOD append LOAD_FAST entry_info CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8a3d619150, file "f.py", line 142> LOAD_CONST 'Test_Throttle.test_does_not_delay_entry_attempts_under_threshold.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST entries GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST entries LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR LOAD_FAST entries LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST delta LOAD_FAST delta LOAD_METHOD total_seconds CALL_METHOD LOAD_CONST 0.1 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST entries LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR LOAD_FAST entries LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST delta LOAD_FAST delta LOAD_METHOD total_seconds CALL_METHOD LOAD_CONST 0.1 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST entry LOAD_FAST entry LOAD_CONST 'reported_wait' BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_ATTR _Throttle LOAD_CONST 3 LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 1 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('access_limit', 'time_window') CALL_FUNCTION STORE_FAST throttle BUILD_LIST STORE_FAST entries SETUP_LOOP to 86 LOAD_GLOBAL range LOAD_CONST 6 CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST _ LOAD_FAST throttle SETUP_WITH to 76 STORE_FAST time_waited LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD now CALL_METHOD LOAD_FAST time_waited LOAD_CONST ('entered_at', 'reported_wait') BUILD_CONST_KEY_MAP STORE_FAST entry_info LOAD_FAST entries LOAD_METHOD append LOAD_FAST entry_info CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 164 LOAD_GLOBAL enumerate LOAD_FAST entries LOAD_CONST 3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST 3 LOAD_CONST ('start',) CALL_FUNCTION GET_ITER FOR_ITER to 162 UNPACK_SEQUENCE STORE_FAST i STORE_FAST entry LOAD_FAST entries LOAD_FAST i LOAD_CONST 3 BINARY_SUBTRACT BINARY_SUBSCR STORE_FAST first_entry LOAD_FAST entry LOAD_CONST 'entered_at' BINARY_SUBSCR LOAD_FAST first_entry LOAD_CONST 'entered_at' BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST delta LOAD_FAST delta LOAD_METHOD total_seconds CALL_METHOD LOAD_CONST 1.0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 210 LOAD_GLOBAL enumerate LOAD_FAST entries CALL_FUNCTION GET_ITER FOR_ITER to 208 UNPACK_SEQUENCE STORE_FAST i STORE_FAST entry LOAD_FAST i LOAD_CONST 3 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST entry LOAD_CONST 'reported_wait' BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST entries LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'reported_wait' BINARY_SUBSCR LOAD_CONST 0.7 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST entries LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR LOAD_FAST entries LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'entered_at' BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST delta LOAD_FAST delta LOAD_METHOD total_seconds CALL_METHOD LOAD_CONST 0.7 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_CallAndFuture' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL _CallAndFuture LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_DEREF call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST rpc LOAD_CONST (None,) LOAD_CLOSURE call BUILD_TUPLE LOAD_CONST <code object rpc_side_effect at 0x7f8b2000bd20, file "f.py", line 186> LOAD_CONST 'make_rpc.<locals>.rpc_side_effect' MAKE_FUNCTION STORE_FAST rpc_side_effect LOAD_FAST rpc_side_effect LOAD_FAST rpc STORE_ATTR side_effect LOAD_CLOSURE call BUILD_TUPLE LOAD_CONST <code object cancel_side_effect at 0x7f8b2000ba50, file "f.py", line 194> LOAD_CONST 'make_rpc.<locals>.cancel_side_effect' MAKE_FUNCTION STORE_FAST cancel_side_effect LOAD_FAST cancel_side_effect LOAD_DEREF call LOAD_ATTR cancel STORE_ATTR side_effect LOAD_FAST rpc LOAD_DEREF call BUILD_TUPLE RETURN_VALUE LOAD_CONST True LOAD_DEREF call LOAD_ATTR is_active STORE_ATTR return_value LOAD_FAST request LOAD_DEREF call STORE_ATTR request LOAD_FAST metadata LOAD_DEREF call STORE_ATTR metadata LOAD_DEREF call RETURN_VALUE LOAD_CONST False LOAD_DEREF call LOAD_ATTR is_active STORE_ATTR return_value LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClosedCall' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8b2000b660, file "f.py", line 203> LOAD_CONST 'ClosedCall.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __next__ at 0x7f8b2000b300, file "f.py", line 206> LOAD_CONST 'ClosedCall.__next__' MAKE_FUNCTION STORE_NAME __next__ LOAD_CONST <code object is_active at 0x7f8b2000b6f0, file "f.py", line 209> LOAD_CONST 'ClosedCall.is_active' MAKE_FUNCTION STORE_NAME is_active LOAD_CONST None RETURN_VALUE LOAD_FAST exception LOAD_FAST self STORE_ATTR exception LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR exception RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestBidiRpc' STORE_NAME __qualname__ LOAD_CONST <code object test_initial_state at 0x7f8b2000b5d0, file "f.py", line 214> LOAD_CONST 'TestBidiRpc.test_initial_state' MAKE_FUNCTION STORE_NAME test_initial_state LOAD_CONST <code object test_done_callbacks at 0x7f8b2000b930, file "f.py", line 219> LOAD_CONST 'TestBidiRpc.test_done_callbacks' MAKE_FUNCTION STORE_NAME test_done_callbacks LOAD_CONST <code object test_metadata at 0x7f8e2fec3c00, file "f.py", line 228> LOAD_CONST 'TestBidiRpc.test_metadata' MAKE_FUNCTION STORE_NAME test_metadata LOAD_CONST <code object test_open at 0x7f8e2fec3e40, file "f.py", line 237> LOAD_CONST 'TestBidiRpc.test_open' MAKE_FUNCTION STORE_NAME test_open LOAD_CONST <code object test_open_error_already_open at 0x7f8e2fec3b70, file "f.py", line 247> LOAD_CONST 'TestBidiRpc.test_open_error_already_open' MAKE_FUNCTION STORE_NAME test_open_error_already_open LOAD_CONST <code object test_close at 0x7f8e2fe411e0, file "f.py", line 256> LOAD_CONST 'TestBidiRpc.test_close' MAKE_FUNCTION STORE_NAME test_close LOAD_CONST <code object test_close_no_rpc at 0x7f8e2fe41810, file "f.py", line 269> LOAD_CONST 'TestBidiRpc.test_close_no_rpc' MAKE_FUNCTION STORE_NAME test_close_no_rpc LOAD_CONST <code object test_send at 0x7f8e2fe41150, file "f.py", line 273> LOAD_CONST 'TestBidiRpc.test_send' MAKE_FUNCTION STORE_NAME test_send LOAD_CONST <code object test_send_not_open at 0x7f8e2fe416f0, file "f.py", line 283> LOAD_CONST 'TestBidiRpc.test_send_not_open' MAKE_FUNCTION STORE_NAME test_send_not_open LOAD_CONST <code object test_send_dead_rpc at 0x7f8e2fe418a0, file "f.py", line 290> LOAD_CONST 'TestBidiRpc.test_send_dead_rpc' MAKE_FUNCTION STORE_NAME test_send_dead_rpc LOAD_CONST <code object test_recv at 0x7f8e2fe41270, file "f.py", line 300> LOAD_CONST 'TestBidiRpc.test_recv' MAKE_FUNCTION STORE_NAME test_recv LOAD_CONST <code object test_recv_not_open at 0x7f8e2fe414b0, file "f.py", line 308> LOAD_CONST 'TestBidiRpc.test_recv_not_open' MAKE_FUNCTION STORE_NAME test_recv_not_open LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_CONST None CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_CONST None CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST callback LOAD_METHOD assert_called_once_with LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_FAST rpc LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A LOAD_CONST ('metadata',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_ATTR _rpc_metadata LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_ATTR metadata LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR A COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST call LOAD_ATTR add_done_callback LOAD_METHOD assert_called_once_with LOAD_FAST bidi_rpc LOAD_ATTR _on_call_done CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST _ LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST call LOAD_ATTR cancel LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_CONST None CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 50 POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST error LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_CONST None CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL ClosedCall LOAD_FAST error CALL_FUNCTION LOAD_FAST bidi_rpc STORE_ATTR call LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 56 STORE_FAST exc_info LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST exc_info LOAD_ATTR value LOAD_FAST error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_CONST None CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL iter LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response BUILD_LIST CALL_FUNCTION LOAD_FAST bidi_rpc STORE_ATTR call LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST call LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 44 POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallStub' STORE_NAME __qualname__ LOAD_CONST (True,) LOAD_CONST <code object __init__ at 0x7f8af13adc90, file "f.py", line 317> LOAD_CONST 'CallStub.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __next__ at 0x7f8af13adf60, file "f.py", line 322> LOAD_CONST 'CallStub.__next__' MAKE_FUNCTION STORE_NAME __next__ LOAD_CONST <code object is_active at 0x7f8af13ad780, file "f.py", line 329> LOAD_CONST 'CallStub.is_active' MAKE_FUNCTION STORE_NAME is_active LOAD_CONST <code object add_done_callback at 0x7f8af13adc00, file "f.py", line 332> LOAD_CONST 'CallStub.add_done_callback' MAKE_FUNCTION STORE_NAME add_done_callback LOAD_CONST <code object cancel at 0x7f8af13ad810, file "f.py", line 335> LOAD_CONST 'CallStub.cancel' MAKE_FUNCTION STORE_NAME cancel LOAD_CONST None RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST values CALL_FUNCTION LOAD_FAST self STORE_ATTR values LOAD_FAST active LOAD_FAST self STORE_ATTR _is_active LOAD_CONST False LOAD_FAST self STORE_ATTR cancelled LOAD_CONST None RETURN_VALUE LOAD_GLOBAL next LOAD_FAST self LOAD_ATTR values CALL_FUNCTION STORE_FAST item LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL Exception CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST self STORE_ATTR _is_active LOAD_FAST item RAISE_VARARGS LOAD_FAST item RETURN_VALUE LOAD_FAST self LOAD_ATTR _is_active RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR cancelled LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestResumableBidiRpc' STORE_NAME __qualname__ LOAD_CONST <code object test_ctor_defaults at 0x7f8af13aded0, file "f.py", line 340> LOAD_CONST 'TestResumableBidiRpc.test_ctor_defaults' MAKE_FUNCTION STORE_NAME test_ctor_defaults LOAD_CONST <code object test_ctor_explicit at 0x7f8af13adb70, file "f.py", line 354> LOAD_CONST 'TestResumableBidiRpc.test_ctor_explicit' MAKE_FUNCTION STORE_NAME test_ctor_explicit LOAD_CONST <code object test_done_callbacks_terminate at 0x7f8af13ad150, file "f.py", line 377> LOAD_CONST 'TestResumableBidiRpc.test_done_callbacks_terminate' MAKE_FUNCTION STORE_NAME test_done_callbacks_terminate LOAD_CONST <code object test_done_callbacks_recoverable at 0x7f8af13ad6f0, file "f.py", line 395> LOAD_CONST 'TestResumableBidiRpc.test_done_callbacks_recoverable' MAKE_FUNCTION STORE_NAME test_done_callbacks_recoverable LOAD_CONST <code object test_done_callbacks_non_recoverable at 0x7f8af13ad420, file "f.py", line 409> LOAD_CONST 'TestResumableBidiRpc.test_done_callbacks_non_recoverable' MAKE_FUNCTION STORE_NAME test_done_callbacks_non_recoverable LOAD_CONST <code object test_send_terminate at 0x7f8af13ade40, file "f.py", line 422> LOAD_CONST 'TestResumableBidiRpc.test_send_terminate' MAKE_FUNCTION STORE_NAME test_send_terminate LOAD_CONST <code object test_send_recover at 0x7f8af13ad5d0, file "f.py", line 448> LOAD_CONST 'TestResumableBidiRpc.test_send_recover' MAKE_FUNCTION STORE_NAME test_send_recover LOAD_CONST <code object test_send_failure at 0x7f8af13ad300, file "f.py", line 469> LOAD_CONST 'TestResumableBidiRpc.test_send_failure' MAKE_FUNCTION STORE_NAME test_send_failure LOAD_CONST <code object test_recv_terminate at 0x7f8af04b8b70, file "f.py", line 491> LOAD_CONST 'TestResumableBidiRpc.test_recv_terminate' MAKE_FUNCTION STORE_NAME test_recv_terminate LOAD_CONST <code object test_recv_recover at 0x7f8af04b8c00, file "f.py", line 513> LOAD_CONST 'TestResumableBidiRpc.test_recv_recover' MAKE_FUNCTION STORE_NAME test_recv_recover LOAD_CONST <code object test_recv_recover_already_recovered at 0x7f8af04b8150, file "f.py", line 534> LOAD_CONST 'TestResumableBidiRpc.test_recv_recover_already_recovered' MAKE_FUNCTION STORE_NAME test_recv_recover_already_recovered LOAD_CONST <code object test_recv_failure at 0x7f8af04b8780, file "f.py", line 551> LOAD_CONST 'TestResumableBidiRpc.test_recv_failure' MAKE_FUNCTION STORE_NAME test_recv_failure LOAD_CONST <code object test_close at 0x7f8af04b8420, file "f.py", line 571> LOAD_CONST 'TestResumableBidiRpc.test_close' MAKE_FUNCTION STORE_NAME test_close LOAD_CONST <code object test_reopen_failure_on_rpc_restart at 0x7f8af04b89c0, file "f.py", line 595> LOAD_CONST 'TestResumableBidiRpc.test_reopen_failure_on_rpc_restart' MAKE_FUNCTION STORE_NAME test_reopen_failure_on_rpc_restart LOAD_CONST <code object test_using_throttle_on_reopen_requests at 0x7f8af04b80c0, file "f.py", line 619> LOAD_CONST 'TestResumableBidiRpc.test_using_throttle_on_reopen_requests' MAKE_FUNCTION STORE_NAME test_using_throttle_on_reopen_requests LOAD_CONST <code object test_send_not_open at 0x7f8af04b8a50, file "f.py", line 635> LOAD_CONST 'TestResumableBidiRpc.test_send_not_open' MAKE_FUNCTION STORE_NAME test_send_not_open LOAD_CONST <code object test_recv_not_open at 0x7f8a3cb370c0, file "f.py", line 641> LOAD_CONST 'TestResumableBidiRpc.test_recv_not_open' MAKE_FUNCTION STORE_NAME test_recv_not_open LOAD_CONST <code object test_finalize_idempotent at 0x7f8a3cb37270, file "f.py", line 647> LOAD_CONST 'TestResumableBidiRpc.test_finalize_idempotent' MAKE_FUNCTION STORE_NAME test_finalize_idempotent LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _finalized LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _start_rpc LOAD_FAST start_rpc COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _should_recover LOAD_FAST should_recover COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _should_terminate LOAD_GLOBAL bidi LOAD_ATTR _never_terminate COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _initial_request LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _rpc_metadata LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _reopen_throttle LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST should_recover LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST should_terminate LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST initial_request LOAD_CONST 'x-foo' LOAD_CONST 'bar' BUILD_MAP STORE_FAST metadata LOAD_GLOBAL bidi LOAD_ATTR ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover LOAD_FAST should_terminate LOAD_FAST initial_request LOAD_FAST metadata LOAD_CONST True LOAD_CONST ('should_terminate', 'initial_request', 'metadata', 'throttle_reopen') CALL_FUNCTION STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _finalized LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _should_recover LOAD_FAST should_recover COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _should_terminate LOAD_FAST should_terminate COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _initial_request LOAD_FAST initial_request COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _rpc_metadata LOAD_FAST metadata COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST bidi_rpc LOAD_ATTR _reopen_throttle LOAD_GLOBAL bidi LOAD_ATTR _Throttle CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST cancellation LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_terminate LOAD_GLOBAL bidi LOAD_ATTR ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover LOAD_FAST should_terminate LOAD_CONST ('should_terminate',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_FAST cancellation CALL_METHOD POP_TOP LOAD_FAST should_terminate LOAD_METHOD assert_called_once_with LOAD_FAST cancellation CALL_METHOD POP_TOP LOAD_FAST should_recover LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST callback LOAD_METHOD assert_called_once_with LOAD_FAST cancellation CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR is_active POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST callback LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST start_rpc LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR is_active POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST callback LOAD_METHOD assert_called_once_with LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR future CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR is_active POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST cancellation LOAD_GLOBAL CallStub LOAD_FAST cancellation BUILD_LIST LOAD_CONST False LOAD_CONST ('active',) CALL_FUNCTION STORE_FAST call_1 LOAD_GLOBAL CallStub BUILD_LIST CALL_FUNCTION STORE_FAST call_2 LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call_1 LOAD_FAST call_2 BUILD_LIST LOAD_CONST ('instance', 'side_effect') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_terminate LOAD_GLOBAL bidi LOAD_ATTR ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover LOAD_FAST should_terminate LOAD_CONST ('should_terminate',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST should_terminate LOAD_METHOD assert_called_once_with LOAD_FAST cancellation CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call_1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST call_1 LOAD_ATTR cancelled LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST error LOAD_GLOBAL CallStub LOAD_FAST error BUILD_LIST LOAD_CONST False LOAD_CONST ('active',) CALL_FUNCTION STORE_FAST call_1 LOAD_GLOBAL CallStub BUILD_LIST CALL_FUNCTION STORE_FAST call_2 LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call_1 LOAD_FAST call_2 BUILD_LIST LOAD_CONST ('instance', 'side_effect') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_FAST error CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call_2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST error LOAD_GLOBAL CallStub LOAD_FAST error BUILD_LIST LOAD_CONST False LOAD_CONST ('active',) CALL_FUNCTION STORE_FAST call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call LOAD_CONST ('instance', 'return_value') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 104 STORE_FAST exc_info LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST exc_info LOAD_ATTR value LOAD_FAST error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_FAST error CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST call LOAD_ATTR cancelled LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST cancellation LOAD_GLOBAL CallStub LOAD_FAST cancellation BUILD_LIST CALL_FUNCTION STORE_FAST call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call LOAD_CONST ('instance', 'return_value') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_terminate LOAD_GLOBAL bidi LOAD_ATTR ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover LOAD_FAST should_terminate LOAD_CONST ('should_terminate',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD POP_TOP LOAD_FAST should_recover LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST should_terminate LOAD_METHOD assert_called_once_with LOAD_FAST cancellation CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST call LOAD_ATTR cancelled LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST error LOAD_GLOBAL CallStub LOAD_CONST 1 LOAD_FAST error BUILD_LIST CALL_FUNCTION STORE_FAST call_1 LOAD_GLOBAL CallStub LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_FUNCTION STORE_FAST call_2 LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call_1 LOAD_FAST call_2 BUILD_LIST LOAD_CONST ('instance', 'side_effect') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP BUILD_LIST STORE_FAST values SETUP_LOOP to 124 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 122 STORE_FAST n LOAD_FAST values LOAD_METHOD append LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST values LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_FAST error CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call_2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CallStub BUILD_LIST CALL_FUNCTION STORE_FAST call_1 LOAD_GLOBAL CallStub BUILD_LIST CALL_FUNCTION STORE_FAST call_2 LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call_1 LOAD_FAST call_2 BUILD_LIST LOAD_CONST ('instance', 'side_effect') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_METHOD Mock CALL_METHOD STORE_FAST callback LOAD_CONST True LOAD_FAST callback STORE_ATTR return_value LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST callback CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _reopen CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call_1 COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError CALL_FUNCTION STORE_FAST error LOAD_GLOBAL CallStub LOAD_FAST error BUILD_LIST CALL_FUNCTION STORE_FAST call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call LOAD_CONST ('instance', 'return_value') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 94 STORE_FAST exc_info LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST exc_info LOAD_ATTR value LOAD_FAST error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_FAST error CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_FAST call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST call LOAD_ATTR cancelled LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL _CallAndFuture LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_DEREF call LOAD_CLOSURE call BUILD_TUPLE LOAD_CONST <code object cancel_side_effect at 0x7f8af04b8c90, file "f.py", line 574> LOAD_CONST 'TestResumableBidiRpc.test_close.<locals>.cancel_side_effect' MAKE_FUNCTION STORE_FAST cancel_side_effect LOAD_FAST cancel_side_effect LOAD_DEREF call LOAD_ATTR cancel STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_DEREF call LOAD_CONST ('instance', 'return_value') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST should_recover LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_DEREF call LOAD_ATTR cancel LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_DEREF call COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR pending_requests LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _request_queue LOAD_METHOD get CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR _finalized POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_DEREF call LOAD_ATTR is_active STORE_ATTR return_value LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST '1' CALL_FUNCTION STORE_FAST error1 LOAD_GLOBAL ValueError LOAD_CONST '2' CALL_FUNCTION STORE_FAST error2 LOAD_GLOBAL CallStub LOAD_FAST error1 BUILD_LIST CALL_FUNCTION STORE_FAST call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call LOAD_FAST error2 BUILD_LIST LOAD_CONST ('instance', 'side_effect') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD open CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 132 STORE_FAST exc_info LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST exc_info LOAD_ATTR value LOAD_FAST error2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST should_recover LOAD_METHOD assert_called_once_with LOAD_FAST error1 CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR call LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST callback LOAD_METHOD assert_called_once_with LOAD_FAST error2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CallStub BUILD_LIST CALL_FUNCTION STORE_FAST call LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL grpc LOAD_ATTR StreamStreamMultiCallable LOAD_CONST True LOAD_FAST call LOAD_CONST ('instance', 'return_value') CALL_FUNCTION STORE_FAST start_rpc LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST True LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_ATTR ResumableBidiRpc LOAD_FAST start_rpc LOAD_FAST should_recover LOAD_CONST True LOAD_CONST ('throttle_reopen',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR patch LOAD_METHOD object LOAD_FAST bidi_rpc LOAD_ATTR _reopen_throttle LOAD_ATTR __class__ LOAD_CONST '__enter__' CALL_METHOD STORE_FAST patcher LOAD_FAST patcher SETUP_WITH to 94 STORE_FAST mock_enter LOAD_FAST bidi_rpc LOAD_METHOD _reopen CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_enter LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_CONST None LOAD_CONST <code object <lambda> at 0x7f8af04b8030, file "f.py", line 636> LOAD_CONST 'TestResumableBidiRpc.test_send_not_open.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 46 POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD send LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR request CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_CONST None LOAD_CONST <code object <lambda> at 0x7f8a3cb37030, file "f.py", line 642> LOAD_CONST 'TestResumableBidiRpc.test_recv_not_open.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST bidi_rpc LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 40 POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD recv CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST '1' CALL_FUNCTION STORE_FAST error1 LOAD_GLOBAL ValueError LOAD_CONST '2' CALL_FUNCTION STORE_FAST error2 LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST False LOAD_CONST ('spec', 'return_value') CALL_FUNCTION STORE_FAST should_recover LOAD_GLOBAL bidi LOAD_METHOD ResumableBidiRpc LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR start_rpc LOAD_FAST should_recover CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_FAST error1 CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_METHOD _on_call_done LOAD_FAST error2 CALL_METHOD POP_TOP LOAD_FAST callback LOAD_METHOD assert_called_once_with LOAD_FAST error1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestBackgroundConsumer' STORE_NAME __qualname__ LOAD_CONST <code object test_consume_once_then_exit at 0x7f8a3cb37420, file "f.py", line 664> LOAD_CONST 'TestBackgroundConsumer.test_consume_once_then_exit' MAKE_FUNCTION STORE_NAME test_consume_once_then_exit LOAD_CONST <code object test_pause_resume_and_close at 0x7f8a3cb375d0, file "f.py", line 689> LOAD_CONST 'TestBackgroundConsumer.test_pause_resume_and_close' MAKE_FUNCTION STORE_NAME test_pause_resume_and_close LOAD_CONST <code object test_wake_on_error at 0x7f8a3cb376f0, file "f.py", line 737> LOAD_CONST 'TestBackgroundConsumer.test_wake_on_error' MAKE_FUNCTION STORE_NAME test_wake_on_error LOAD_CONST <code object test_rpc_callback_fires_when_consumer_start_fails at 0x7f8a3cb37780, file "f.py", line 761> LOAD_CONST 'TestBackgroundConsumer.test_rpc_callback_fires_when_consumer_start_fails' MAKE_FUNCTION STORE_NAME test_rpc_callback_fires_when_consumer_start_fails LOAD_CONST <code object test_consumer_expected_error at 0x7f8a3cb37810, file "f.py", line 776> LOAD_CONST 'TestBackgroundConsumer.test_consumer_expected_error' MAKE_FUNCTION STORE_NAME test_consumer_expected_error LOAD_CONST <code object test_consumer_unexpected_error at 0x7f8a3cb378a0, file "f.py", line 796> LOAD_CONST 'TestBackgroundConsumer.test_consumer_unexpected_error' MAKE_FUNCTION STORE_NAME test_consumer_unexpected_error LOAD_CONST <code object test_double_stop at 0x7f8a3cb379c0, file "f.py", line 816> LOAD_CONST 'TestBackgroundConsumer.test_double_stop' MAKE_FUNCTION STORE_NAME test_double_stop LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_DEREF bidi_rpc LOAD_CONST True LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 BUILD_LIST LOAD_DEREF bidi_rpc LOAD_ATTR recv STORE_ATTR side_effect LOAD_GLOBAL threading LOAD_METHOD Event CALL_METHOD STORE_DEREF recved LOAD_CLOSURE bidi_rpc LOAD_CLOSURE recved BUILD_TUPLE LOAD_CONST <code object on_response at 0x7f8a3cb37390, file "f.py", line 670> LOAD_CONST 'TestBackgroundConsumer.test_consume_once_then_exit.<locals>.on_response' MAKE_FUNCTION STORE_FAST on_response LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_DEREF bidi_rpc LOAD_FAST on_response CALL_METHOD STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP LOAD_DEREF recved LOAD_METHOD wait CALL_METHOD POP_TOP LOAD_DEREF bidi_rpc LOAD_ATTR recv LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_DEREF bidi_rpc LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST consumer LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_DEREF bidi_rpc LOAD_ATTR close LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_FAST consumer LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST response LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST False LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_DEREF recved LOAD_METHOD set CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_DEREF bidi_rpc LOAD_CONST True LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_CLOSURE bidi_rpc BUILD_TUPLE LOAD_CONST <code object close_side_effect at 0x7f8a3cb374b0, file "f.py", line 693> LOAD_CONST 'TestBackgroundConsumer.test_pause_resume_and_close.<locals>.close_side_effect' MAKE_FUNCTION STORE_FAST close_side_effect LOAD_FAST close_side_effect LOAD_DEREF bidi_rpc LOAD_ATTR close STORE_ATTR side_effect LOAD_GLOBAL threading LOAD_METHOD Event CALL_METHOD STORE_DEREF should_continue LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 LOAD_GLOBAL threading LOAD_METHOD Event CALL_METHOD LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_2 LOAD_GLOBAL threading LOAD_METHOD Event CALL_METHOD BUILD_MAP STORE_DEREF responses_and_events LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_2 BUILD_LIST LOAD_DEREF bidi_rpc LOAD_ATTR recv STORE_ATTR side_effect BUILD_LIST STORE_DEREF recved_responses LOAD_CONST None STORE_DEREF consumer LOAD_CLOSURE consumer LOAD_CLOSURE recved_responses LOAD_CLOSURE responses_and_events LOAD_CLOSURE should_continue BUILD_TUPLE LOAD_CONST <code object on_response at 0x7f8a3cb37540, file "f.py", line 708> LOAD_CONST 'TestBackgroundConsumer.test_pause_resume_and_close.<locals>.on_response' MAKE_FUNCTION STORE_FAST on_response LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_DEREF bidi_rpc LOAD_FAST on_response CALL_METHOD STORE_DEREF consumer LOAD_DEREF consumer LOAD_METHOD start CALL_METHOD POP_TOP LOAD_DEREF responses_and_events LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 BINARY_SUBSCR LOAD_METHOD wait CALL_METHOD POP_TOP LOAD_DEREF recved_responses LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF consumer LOAD_ATTR is_paused LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF consumer LOAD_ATTR is_active LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF should_continue LOAD_METHOD set CALL_METHOD POP_TOP LOAD_DEREF consumer LOAD_METHOD resume CALL_METHOD POP_TOP LOAD_DEREF responses_and_events LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_2 BINARY_SUBSCR LOAD_METHOD wait CALL_METHOD POP_TOP LOAD_DEREF recved_responses LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_2 BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF consumer LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_DEREF consumer LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_CONST None RETURN_VALUE LOAD_FAST response LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR response_1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF consumer LOAD_METHOD pause CALL_METHOD POP_TOP LOAD_DEREF recved_responses LOAD_METHOD append LOAD_FAST response CALL_METHOD POP_TOP LOAD_DEREF responses_and_events LOAD_FAST response BINARY_SUBSCR LOAD_METHOD set CALL_METHOD POP_TOP LOAD_DEREF should_continue LOAD_METHOD wait CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL threading LOAD_METHOD Event CALL_METHOD STORE_DEREF should_continue LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_CONST True LOAD_FAST bidi_rpc STORE_ATTR is_active LOAD_CLOSURE should_continue BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8a3cb37660, file "f.py", line 742> LOAD_CONST 'TestBackgroundConsumer.test_wake_on_error.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST bidi_rpc LOAD_ATTR add_done_callback STORE_ATTR side_effect LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_FAST bidi_rpc LOAD_GLOBAL mock LOAD_ATTR sentinel LOAD_ATTR on_response CALL_METHOD STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD pause CALL_METHOD POP_TOP LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP LOAD_DEREF should_continue LOAD_METHOD wait CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR add_done_callback LOAD_METHOD assert_called_once_with LOAD_FAST consumer LOAD_ATTR _on_call_done CALL_METHOD POP_TOP LOAD_FAST consumer LOAD_ATTR is_active POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST consumer LOAD_ATTR is_paused POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST False LOAD_FAST bidi_rpc STORE_ATTR is_active LOAD_FAST consumer LOAD_METHOD _on_call_done LOAD_FAST bidi_rpc CALL_METHOD POP_TOP SETUP_LOOP to 148 LOAD_FAST consumer LOAD_ATTR is_active POP_JUMP_IF_FALSE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF should_continue LOAD_METHOD set CALL_METHOD RETURN_VALUE LOAD_GLOBAL exceptions LOAD_ATTR InvalidArgument LOAD_CONST 'test' LOAD_GLOBAL grpc LOAD_ATTR StatusCode LOAD_ATTR INVALID_ARGUMENT LOAD_CONST ('response',) CALL_FUNCTION STORE_FAST expected_exception LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST callback LOAD_GLOBAL make_rpc CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST rpc STORE_FAST _ LOAD_GLOBAL bidi LOAD_METHOD BidiRpc LOAD_FAST rpc CALL_METHOD STORE_FAST bidi_rpc LOAD_FAST bidi_rpc LOAD_METHOD add_done_callback LOAD_FAST callback CALL_METHOD POP_TOP LOAD_FAST expected_exception LOAD_FAST bidi_rpc LOAD_ATTR _start_rpc STORE_ATTR side_effect LOAD_GLOBAL bidi LOAD_ATTR BackgroundConsumer LOAD_FAST bidi_rpc LOAD_CONST None LOAD_CONST ('on_response',) CALL_FUNCTION STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP LOAD_FAST callback LOAD_ATTR call_args LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL grpc LOAD_ATTR StatusCode LOAD_ATTR INVALID_ARGUMENT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST caplog LOAD_METHOD set_level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_CONST True LOAD_FAST bidi_rpc STORE_ATTR is_active LOAD_GLOBAL exceptions LOAD_METHOD ServiceUnavailable LOAD_CONST 'Gone away' CALL_METHOD LOAD_FAST bidi_rpc LOAD_ATTR recv STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST on_response LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_FAST bidi_rpc LOAD_FAST on_response CALL_METHOD STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP SETUP_LOOP to 94 LOAD_FAST consumer LOAD_ATTR is_active POP_JUMP_IF_FALSE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST on_response LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR recv LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_CONST 'caught error' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST caplog LOAD_METHOD set_level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_FAST bidi_rpc LOAD_CONST True LOAD_FAST bidi_rpc STORE_ATTR is_active LOAD_GLOBAL ValueError CALL_FUNCTION LOAD_FAST bidi_rpc LOAD_ATTR recv STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST on_response LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_FAST bidi_rpc LOAD_FAST on_response CALL_METHOD STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP SETUP_LOOP to 90 LOAD_FAST consumer LOAD_ATTR is_active POP_JUMP_IF_FALSE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST on_response LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST bidi_rpc LOAD_ATTR recv LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_CONST 'caught unexpected exception' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST caplog LOAD_METHOD set_level LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR create_autospec LOAD_GLOBAL bidi LOAD_ATTR BidiRpc LOAD_CONST True LOAD_CONST ('instance',) CALL_FUNCTION STORE_DEREF bidi_rpc LOAD_CONST True LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_GLOBAL mock LOAD_ATTR Mock LOAD_CONST '__call__' BUILD_LIST LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST on_response LOAD_CLOSURE bidi_rpc BUILD_TUPLE LOAD_CONST <code object close_side_effect at 0x7f8a3cb37930, file "f.py", line 822> LOAD_CONST 'TestBackgroundConsumer.test_double_stop.<locals>.close_side_effect' MAKE_FUNCTION STORE_FAST close_side_effect LOAD_FAST close_side_effect LOAD_DEREF bidi_rpc LOAD_ATTR close STORE_ATTR side_effect LOAD_GLOBAL bidi LOAD_METHOD BackgroundConsumer LOAD_DEREF bidi_rpc LOAD_FAST on_response CALL_METHOD STORE_FAST consumer LOAD_FAST consumer LOAD_METHOD start CALL_METHOD POP_TOP LOAD_FAST consumer LOAD_ATTR is_active LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST consumer LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_FAST consumer LOAD_ATTR is_active LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST consumer LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_DEREF bidi_rpc STORE_ATTR is_active LOAD_CONST None RETURN_VALUE
import datetime import logging import queue import threading import mock import pytest try: import grpc except ImportError: # pragma: NO COVER pytest.skip("No GRPC", allow_module_level=True) from google.api_core import bidi from google.api_core import exceptions class Test_RequestQueueGenerator(object): def test_bounded_consume(self): call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = True def queue_generator(rpc): yield mock.sentinel.A yield queue.Empty() yield mock.sentinel.B rpc.is_active.return_value = False yield mock.sentinel.C q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = queue_generator(call) generator = bidi._RequestQueueGenerator(q) generator.call = call items = list(generator) assert items == [mock.sentinel.A, mock.sentinel.B] def test_yield_initial_and_exit(self): q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = queue.Empty() call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = False generator = bidi._RequestQueueGenerator(q, initial_request=mock.sentinel.A) generator.call = call items = list(generator) assert items == [mock.sentinel.A] def test_yield_initial_callable_and_exit(self): q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = queue.Empty() call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = False generator = bidi._RequestQueueGenerator( q, initial_request=lambda: mock.sentinel.A ) generator.call = call items = list(generator) assert items == [mock.sentinel.A] def test_exit_when_inactive_with_item(self): q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = [mock.sentinel.A, queue.Empty()] call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = False generator = bidi._RequestQueueGenerator(q) generator.call = call items = list(generator) assert items == [] q.put.assert_called_once_with(mock.sentinel.A) def test_exit_when_inactive_empty(self): q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = queue.Empty() call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = False generator = bidi._RequestQueueGenerator(q) generator.call = call items = list(generator) assert items == [] def test_exit_with_stop(self): q = mock.create_autospec(queue.Queue, instance=True) q.get.side_effect = [None, queue.Empty()] call = mock.create_autospec(grpc.Call, instance=True) call.is_active.return_value = True generator = bidi._RequestQueueGenerator(q) generator.call = call items = list(generator) assert items == [] class Test_Throttle(object): def test_repr(self): delta = datetime.timedelta(seconds=4.5) instance = bidi._Throttle(access_limit=42, time_window=delta) assert repr(instance) == "_Throttle(access_limit=42, time_window={})".format( repr(delta) ) def test_raises_error_on_invalid_init_arguments(self): with pytest.raises(ValueError) as exc_info: bidi._Throttle(access_limit=10, time_window=datetime.timedelta(seconds=0.0)) assert "time_window" in str(exc_info.value) assert "must be a positive timedelta" in str(exc_info.value) with pytest.raises(ValueError) as exc_info: bidi._Throttle(access_limit=0, time_window=datetime.timedelta(seconds=10)) assert "access_limit" in str(exc_info.value) assert "must be positive" in str(exc_info.value) def test_does_not_delay_entry_attempts_under_threshold(self): throttle = bidi._Throttle( access_limit=3, time_window=datetime.timedelta(seconds=1) ) entries = [] for _ in range(3): with throttle as time_waited: entry_info = { "entered_at": datetime.datetime.now(), "reported_wait": time_waited, } entries.append(entry_info) assert all(entry["reported_wait"] == 0.0 for entry in entries) delta = entries[1]["entered_at"] - entries[0]["entered_at"] assert delta.total_seconds() < 0.1 delta = entries[2]["entered_at"] - entries[1]["entered_at"] assert delta.total_seconds() < 0.1 def test_delays_entry_attempts_above_threshold(self): throttle = bidi._Throttle( access_limit=3, time_window=datetime.timedelta(seconds=1) ) entries = [] for _ in range(6): with throttle as time_waited: entry_info = { "entered_at": datetime.datetime.now(), "reported_wait": time_waited, } entries.append(entry_info) for i, entry in enumerate(entries[3:], start=3): first_entry = entries[i - 3] delta = entry["entered_at"] - first_entry["entered_at"] assert delta.total_seconds() > 1.0 for i, entry in enumerate(entries): if i != 3: assert entry["reported_wait"] == 0.0 assert entries[3]["reported_wait"] > 0.7 delta = entries[3]["entered_at"] - entries[2]["entered_at"] assert delta.total_seconds() > 0.7 class _CallAndFuture(grpc.Call, grpc.Future): pass def make_rpc(): """Makes a mock RPC used to test Bidi classes.""" call = mock.create_autospec(_CallAndFuture, instance=True) rpc = mock.create_autospec(grpc.StreamStreamMultiCallable, instance=True) def rpc_side_effect(request, metadata=None): call.is_active.return_value = True call.request = request call.metadata = metadata return call rpc.side_effect = rpc_side_effect def cancel_side_effect(): call.is_active.return_value = False call.cancel.side_effect = cancel_side_effect return rpc, call class ClosedCall(object): def __init__(self, exception): self.exception = exception def __next__(self): raise self.exception def is_active(self): return False class TestBidiRpc(object): def test_initial_state(self): bidi_rpc = bidi.BidiRpc(None) assert bidi_rpc.is_active is False def test_done_callbacks(self): bidi_rpc = bidi.BidiRpc(None) callback = mock.Mock(spec=["__call__"]) bidi_rpc.add_done_callback(callback) bidi_rpc._on_call_done(mock.sentinel.future) callback.assert_called_once_with(mock.sentinel.future) def test_metadata(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc, metadata=mock.sentinel.A) assert bidi_rpc._rpc_metadata == mock.sentinel.A bidi_rpc.open() assert bidi_rpc.call == call assert bidi_rpc.call.metadata == mock.sentinel.A def test_open(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) bidi_rpc.open() assert bidi_rpc.call == call assert bidi_rpc.is_active call.add_done_callback.assert_called_once_with(bidi_rpc._on_call_done) def test_open_error_already_open(self): rpc, _ = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) bidi_rpc.open() with pytest.raises(ValueError): bidi_rpc.open() def test_close(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) bidi_rpc.open() bidi_rpc.close() call.cancel.assert_called_once() assert bidi_rpc.call == call assert bidi_rpc.is_active is False assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is None def test_close_no_rpc(self): bidi_rpc = bidi.BidiRpc(None) bidi_rpc.close() def test_send(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) bidi_rpc.open() bidi_rpc.send(mock.sentinel.request) assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is mock.sentinel.request def test_send_not_open(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) with pytest.raises(ValueError): bidi_rpc.send(mock.sentinel.request) def test_send_dead_rpc(self): error = ValueError() bidi_rpc = bidi.BidiRpc(None) bidi_rpc.call = ClosedCall(error) with pytest.raises(ValueError) as exc_info: bidi_rpc.send(mock.sentinel.request) assert exc_info.value == error def test_recv(self): bidi_rpc = bidi.BidiRpc(None) bidi_rpc.call = iter([mock.sentinel.response]) response = bidi_rpc.recv() assert response == mock.sentinel.response def test_recv_not_open(self): rpc, call = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) with pytest.raises(ValueError): bidi_rpc.recv() class CallStub(object): def __init__(self, values, active=True): self.values = iter(values) self._is_active = active self.cancelled = False def __next__(self): item = next(self.values) if isinstance(item, Exception): self._is_active = False raise item return item def is_active(self): return self._is_active def add_done_callback(self, callback): pass def cancel(self): self.cancelled = True class TestResumableBidiRpc(object): def test_ctor_defaults(self): start_rpc = mock.Mock() should_recover = mock.Mock() bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) assert bidi_rpc.is_active is False assert bidi_rpc._finalized is False assert bidi_rpc._start_rpc is start_rpc assert bidi_rpc._should_recover is should_recover assert bidi_rpc._should_terminate is bidi._never_terminate assert bidi_rpc._initial_request is None assert bidi_rpc._rpc_metadata is None assert bidi_rpc._reopen_throttle is None def test_ctor_explicit(self): start_rpc = mock.Mock() should_recover = mock.Mock() should_terminate = mock.Mock() initial_request = mock.Mock() metadata = {"x-foo": "bar"} bidi_rpc = bidi.ResumableBidiRpc( start_rpc, should_recover, should_terminate=should_terminate, initial_request=initial_request, metadata=metadata, throttle_reopen=True, ) assert bidi_rpc.is_active is False assert bidi_rpc._finalized is False assert bidi_rpc._should_recover is should_recover assert bidi_rpc._should_terminate is should_terminate assert bidi_rpc._initial_request is initial_request assert bidi_rpc._rpc_metadata == metadata assert isinstance(bidi_rpc._reopen_throttle, bidi._Throttle) def test_done_callbacks_terminate(self): cancellation = mock.Mock() start_rpc = mock.Mock() should_recover = mock.Mock(spec=["__call__"], return_value=True) should_terminate = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc( start_rpc, should_recover, should_terminate=should_terminate ) callback = mock.Mock(spec=["__call__"]) bidi_rpc.add_done_callback(callback) bidi_rpc._on_call_done(cancellation) should_terminate.assert_called_once_with(cancellation) should_recover.assert_not_called() callback.assert_called_once_with(cancellation) assert not bidi_rpc.is_active def test_done_callbacks_recoverable(self): start_rpc = mock.create_autospec(grpc.StreamStreamMultiCallable, instance=True) should_recover = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) callback = mock.Mock(spec=["__call__"]) bidi_rpc.add_done_callback(callback) bidi_rpc._on_call_done(mock.sentinel.future) callback.assert_not_called() start_rpc.assert_called_once() should_recover.assert_called_once_with(mock.sentinel.future) assert bidi_rpc.is_active def test_done_callbacks_non_recoverable(self): start_rpc = mock.create_autospec(grpc.StreamStreamMultiCallable, instance=True) should_recover = mock.Mock(spec=["__call__"], return_value=False) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) callback = mock.Mock(spec=["__call__"]) bidi_rpc.add_done_callback(callback) bidi_rpc._on_call_done(mock.sentinel.future) callback.assert_called_once_with(mock.sentinel.future) should_recover.assert_called_once_with(mock.sentinel.future) assert not bidi_rpc.is_active def test_send_terminate(self): cancellation = ValueError() call_1 = CallStub([cancellation], active=False) call_2 = CallStub([]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, side_effect=[call_1, call_2] ) should_recover = mock.Mock(spec=["__call__"], return_value=False) should_terminate = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc( start_rpc, should_recover, should_terminate=should_terminate ) bidi_rpc.open() bidi_rpc.send(mock.sentinel.request) assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is None should_recover.assert_not_called() should_terminate.assert_called_once_with(cancellation) assert bidi_rpc.call == call_1 assert bidi_rpc.is_active is False assert call_1.cancelled is True def test_send_recover(self): error = ValueError() call_1 = CallStub([error], active=False) call_2 = CallStub([]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, side_effect=[call_1, call_2] ) should_recover = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.open() bidi_rpc.send(mock.sentinel.request) assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is mock.sentinel.request should_recover.assert_called_once_with(error) assert bidi_rpc.call == call_2 assert bidi_rpc.is_active is True def test_send_failure(self): error = ValueError() call = CallStub([error], active=False) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, return_value=call ) should_recover = mock.Mock(spec=["__call__"], return_value=False) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.open() with pytest.raises(ValueError) as exc_info: bidi_rpc.send(mock.sentinel.request) assert exc_info.value == error should_recover.assert_called_once_with(error) assert bidi_rpc.call == call assert bidi_rpc.is_active is False assert call.cancelled is True assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is None def test_recv_terminate(self): cancellation = ValueError() call = CallStub([cancellation]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, return_value=call ) should_recover = mock.Mock(spec=["__call__"], return_value=False) should_terminate = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc( start_rpc, should_recover, should_terminate=should_terminate ) bidi_rpc.open() bidi_rpc.recv() should_recover.assert_not_called() should_terminate.assert_called_once_with(cancellation) assert bidi_rpc.call == call assert bidi_rpc.is_active is False assert call.cancelled is True def test_recv_recover(self): error = ValueError() call_1 = CallStub([1, error]) call_2 = CallStub([2, 3]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, side_effect=[call_1, call_2] ) should_recover = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.open() values = [] for n in range(3): values.append(bidi_rpc.recv()) assert values == [1, 2, 3] should_recover.assert_called_once_with(error) assert bidi_rpc.call == call_2 assert bidi_rpc.is_active is True def test_recv_recover_already_recovered(self): call_1 = CallStub([]) call_2 = CallStub([]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, side_effect=[call_1, call_2] ) callback = mock.Mock() callback.return_value = True bidi_rpc = bidi.ResumableBidiRpc(start_rpc, callback) bidi_rpc.open() bidi_rpc._reopen() assert bidi_rpc.call is call_1 assert bidi_rpc.is_active is True def test_recv_failure(self): error = ValueError() call = CallStub([error]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, return_value=call ) should_recover = mock.Mock(spec=["__call__"], return_value=False) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.open() with pytest.raises(ValueError) as exc_info: bidi_rpc.recv() assert exc_info.value == error should_recover.assert_called_once_with(error) assert bidi_rpc.call == call assert bidi_rpc.is_active is False assert call.cancelled is True def test_close(self): call = mock.create_autospec(_CallAndFuture, instance=True) def cancel_side_effect(): call.is_active.return_value = False call.cancel.side_effect = cancel_side_effect start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, return_value=call ) should_recover = mock.Mock(spec=["__call__"], return_value=False) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.open() bidi_rpc.close() should_recover.assert_not_called() call.cancel.assert_called_once() assert bidi_rpc.call == call assert bidi_rpc.is_active is False assert bidi_rpc.pending_requests == 1 assert bidi_rpc._request_queue.get() is None assert bidi_rpc._finalized def test_reopen_failure_on_rpc_restart(self): error1 = ValueError("1") error2 = ValueError("2") call = CallStub([error1]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, side_effect=[call, error2] ) should_recover = mock.Mock(spec=["__call__"], return_value=True) callback = mock.Mock(spec=["__call__"]) bidi_rpc = bidi.ResumableBidiRpc(start_rpc, should_recover) bidi_rpc.add_done_callback(callback) bidi_rpc.open() with pytest.raises(ValueError) as exc_info: bidi_rpc.recv() assert exc_info.value == error2 should_recover.assert_called_once_with(error1) assert bidi_rpc.call is None assert bidi_rpc.is_active is False callback.assert_called_once_with(error2) def test_using_throttle_on_reopen_requests(self): call = CallStub([]) start_rpc = mock.create_autospec( grpc.StreamStreamMultiCallable, instance=True, return_value=call ) should_recover = mock.Mock(spec=["__call__"], return_value=True) bidi_rpc = bidi.ResumableBidiRpc( start_rpc, should_recover, throttle_reopen=True ) patcher = mock.patch.object(bidi_rpc._reopen_throttle.__class__, "__enter__") with patcher as mock_enter: bidi_rpc._reopen() mock_enter.assert_called_once() def test_send_not_open(self): bidi_rpc = bidi.ResumableBidiRpc(None, lambda _: False) with pytest.raises(ValueError): bidi_rpc.send(mock.sentinel.request) def test_recv_not_open(self): bidi_rpc = bidi.ResumableBidiRpc(None, lambda _: False) with pytest.raises(ValueError): bidi_rpc.recv() def test_finalize_idempotent(self): error1 = ValueError("1") error2 = ValueError("2") callback = mock.Mock(spec=["__call__"]) should_recover = mock.Mock(spec=["__call__"], return_value=False) bidi_rpc = bidi.ResumableBidiRpc(mock.sentinel.start_rpc, should_recover) bidi_rpc.add_done_callback(callback) bidi_rpc._on_call_done(error1) bidi_rpc._on_call_done(error2) callback.assert_called_once_with(error1) class TestBackgroundConsumer(object): def test_consume_once_then_exit(self): bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True bidi_rpc.recv.side_effect = [mock.sentinel.response_1] recved = threading.Event() def on_response(response): assert response == mock.sentinel.response_1 bidi_rpc.is_active = False recved.set() consumer = bidi.BackgroundConsumer(bidi_rpc, on_response) consumer.start() recved.wait() bidi_rpc.recv.assert_called_once() assert bidi_rpc.is_active is False consumer.stop() bidi_rpc.close.assert_called_once() assert consumer.is_active is False def test_pause_resume_and_close(self): bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True def close_side_effect(): bidi_rpc.is_active = False bidi_rpc.close.side_effect = close_side_effect should_continue = threading.Event() responses_and_events = { mock.sentinel.response_1: threading.Event(), mock.sentinel.response_2: threading.Event(), } bidi_rpc.recv.side_effect = [mock.sentinel.response_1, mock.sentinel.response_2] recved_responses = [] consumer = None def on_response(response): if response == mock.sentinel.response_1: consumer.pause() recved_responses.append(response) responses_and_events[response].set() should_continue.wait() consumer = bidi.BackgroundConsumer(bidi_rpc, on_response) consumer.start() responses_and_events[mock.sentinel.response_1].wait() assert recved_responses == [mock.sentinel.response_1] assert consumer.is_paused is True assert consumer.is_active is True should_continue.set() consumer.resume() responses_and_events[mock.sentinel.response_2].wait() assert recved_responses == [mock.sentinel.response_1, mock.sentinel.response_2] consumer.stop() assert consumer.is_active is False def test_wake_on_error(self): should_continue = threading.Event() bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True bidi_rpc.add_done_callback.side_effect = lambda _: should_continue.set() consumer = bidi.BackgroundConsumer(bidi_rpc, mock.sentinel.on_response) consumer.pause() consumer.start() should_continue.wait() bidi_rpc.add_done_callback.assert_called_once_with(consumer._on_call_done) assert consumer.is_active assert consumer.is_paused bidi_rpc.is_active = False consumer._on_call_done(bidi_rpc) while consumer.is_active: pass def test_rpc_callback_fires_when_consumer_start_fails(self): expected_exception = exceptions.InvalidArgument( "test", response=grpc.StatusCode.INVALID_ARGUMENT ) callback = mock.Mock(spec=["__call__"]) rpc, _ = make_rpc() bidi_rpc = bidi.BidiRpc(rpc) bidi_rpc.add_done_callback(callback) bidi_rpc._start_rpc.side_effect = expected_exception consumer = bidi.BackgroundConsumer(bidi_rpc, on_response=None) consumer.start() assert callback.call_args.args[0] == grpc.StatusCode.INVALID_ARGUMENT def test_consumer_expected_error(self, caplog): caplog.set_level(logging.DEBUG) bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True bidi_rpc.recv.side_effect = exceptions.ServiceUnavailable("Gone away") on_response = mock.Mock(spec=["__call__"]) consumer = bidi.BackgroundConsumer(bidi_rpc, on_response) consumer.start() while consumer.is_active: pass on_response.assert_not_called() bidi_rpc.recv.assert_called_once() assert "caught error" in caplog.text def test_consumer_unexpected_error(self, caplog): caplog.set_level(logging.DEBUG) bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True bidi_rpc.recv.side_effect = ValueError() on_response = mock.Mock(spec=["__call__"]) consumer = bidi.BackgroundConsumer(bidi_rpc, on_response) consumer.start() while consumer.is_active: pass # pragma: NO COVER (race condition) on_response.assert_not_called() bidi_rpc.recv.assert_called_once() assert "caught unexpected exception" in caplog.text def test_double_stop(self, caplog): caplog.set_level(logging.DEBUG) bidi_rpc = mock.create_autospec(bidi.BidiRpc, instance=True) bidi_rpc.is_active = True on_response = mock.Mock(spec=["__call__"]) def close_side_effect(): bidi_rpc.is_active = False bidi_rpc.close.side_effect = close_side_effect consumer = bidi.BackgroundConsumer(bidi_rpc, on_response) consumer.start() assert consumer.is_active is True consumer.stop() assert consumer.is_active is False consumer.stop()
data/google-api-core-2.17.1/tests/unit/test_bidi.py
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LOAD_CONST 0 LOAD_CONST ('abstractmethod',) IMPORT_NAME abc IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME th LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn IMPORT_FROM nn STORE_NAME nn POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 0 LOAD_CONST ('checkpoint', 'conv_nd', 'linear', 'avg_pool_nd', 'zero_module', 'normalization', 'timestep_embedding') IMPORT_NAME ldm.modules.diffusionmodules.util IMPORT_FROM checkpoint STORE_NAME checkpoint IMPORT_FROM conv_nd STORE_NAME conv_nd IMPORT_FROM linear STORE_NAME linear IMPORT_FROM avg_pool_nd STORE_NAME avg_pool_nd IMPORT_FROM zero_module STORE_NAME zero_module IMPORT_FROM normalization STORE_NAME normalization IMPORT_FROM timestep_embedding STORE_NAME timestep_embedding POP_TOP LOAD_CONST 0 LOAD_CONST ('SpatialTransformer',) IMPORT_NAME ldm.modules.attention IMPORT_FROM SpatialTransformer STORE_NAME SpatialTransformer POP_TOP LOAD_CONST 0 LOAD_CONST ('exists',) IMPORT_NAME ldm.util IMPORT_FROM exists STORE_NAME exists POP_TOP LOAD_CONST <code object convert_module_to_f16 at 0x7fab821a5810, file "f.py", line 22> LOAD_CONST 'convert_module_to_f16' MAKE_FUNCTION STORE_NAME convert_module_to_f16 LOAD_CONST <code object convert_module_to_f32 at 0x7fab821a5390, file "f.py", line 26> LOAD_CONST 'convert_module_to_f32' MAKE_FUNCTION STORE_NAME convert_module_to_f32 LOAD_BUILD_CLASS LOAD_CONST <code object AttentionPool2d at 0x7fab821a5270, file "f.py", line 30> LOAD_CONST 'AttentionPool2d' MAKE_FUNCTION LOAD_CONST 'AttentionPool2d' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AttentionPool2d LOAD_BUILD_CLASS LOAD_CONST <code object TimestepBlock at 0x7fab821a50c0, file "f.py", line 62> LOAD_CONST 'TimestepBlock' MAKE_FUNCTION LOAD_CONST 'TimestepBlock' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME TimestepBlock LOAD_BUILD_CLASS LOAD_CONST <code object TimestepEmbedSequential at 0x7fab821a56f0, file "f.py", line 74> LOAD_CONST 'TimestepEmbedSequential' MAKE_FUNCTION LOAD_CONST 'TimestepEmbedSequential' LOAD_NAME nn LOAD_ATTR Sequential LOAD_NAME TimestepBlock CALL_FUNCTION STORE_NAME TimestepEmbedSequential LOAD_BUILD_CLASS LOAD_CONST <code object Upsample at 0x7fab820978a0, file "f.py", line 91> LOAD_CONST 'Upsample' MAKE_FUNCTION LOAD_CONST 'Upsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME Upsample LOAD_BUILD_CLASS LOAD_CONST <code object TransposedUpsample at 0x7fab542b4030, file "f.py", line 124> LOAD_CONST 'TransposedUpsample' MAKE_FUNCTION LOAD_CONST 'TransposedUpsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME TransposedUpsample LOAD_BUILD_CLASS LOAD_CONST <code object Downsample at 0x7fab542b4300, file "f.py", line 140> LOAD_CONST 'Downsample' MAKE_FUNCTION LOAD_CONST 'Downsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME Downsample LOAD_BUILD_CLASS LOAD_CONST <code object ResBlock at 0x7fab542b4e40, file "f.py", line 174> LOAD_CONST 'ResBlock' MAKE_FUNCTION LOAD_CONST 'ResBlock' LOAD_NAME TimestepBlock CALL_FUNCTION STORE_NAME ResBlock LOAD_BUILD_CLASS LOAD_CONST <code object AttentionBlock at 0x7fab542b4780, file "f.py", line 288> LOAD_CONST 'AttentionBlock' MAKE_FUNCTION LOAD_CONST 'AttentionBlock' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AttentionBlock LOAD_CONST <code object count_flops_attn at 0x7fab542b45d0, file "f.py", line 336> LOAD_CONST 'count_flops_attn' MAKE_FUNCTION STORE_NAME count_flops_attn LOAD_BUILD_CLASS LOAD_CONST <code object QKVAttentionLegacy at 0x7fab540c5660, file "f.py", line 353> LOAD_CONST 'QKVAttentionLegacy' MAKE_FUNCTION LOAD_CONST 'QKVAttentionLegacy' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME QKVAttentionLegacy LOAD_BUILD_CLASS LOAD_CONST <code object QKVAttention at 0x7fab540c5b70, file "f.py", line 385> LOAD_CONST 'QKVAttention' MAKE_FUNCTION LOAD_CONST 'QKVAttention' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME QKVAttention LOAD_BUILD_CLASS LOAD_CONST <code object UNetModel at 0x7fab542140c0, file "f.py", line 419> LOAD_CONST 'UNetModel' MAKE_FUNCTION LOAD_CONST 'UNetModel' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME UNetModel LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AttentionPool2d' STORE_NAME __qualname__ LOAD_CONST '\n Adapted from CLIP: https://github.com/openai/CLIP/blob/main/clip/model.py\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_CONST ('spacial_dim', 'embed_dim', 'num_heads_channels', 'output_dim') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab821a5db0, file "f.py", line 35> LOAD_CONST 'AttentionPool2d.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab821a5ae0, file "f.py", line 51> LOAD_CONST 'AttentionPool2d.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD Parameter LOAD_GLOBAL th LOAD_METHOD randn LOAD_FAST embed_dim LOAD_FAST spacial_dim LOAD_CONST 2 BINARY_POWER LOAD_CONST 1 BINARY_ADD CALL_METHOD LOAD_FAST embed_dim LOAD_CONST 0.5 BINARY_POWER BINARY_TRUE_DIVIDE CALL_METHOD LOAD_FAST self STORE_ATTR positional_embedding LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST embed_dim LOAD_CONST 3 LOAD_FAST embed_dim BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR qkv_proj LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST embed_dim LOAD_FAST output_dim JUMP_IF_TRUE_OR_POP LOAD_FAST embed_dim LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR c_proj LOAD_FAST embed_dim LOAD_FAST num_heads_channels BINARY_FLOOR_DIVIDE LOAD_FAST self STORE_ATTR num_heads LOAD_GLOBAL QKVAttention LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST _spatial LOAD_FAST x LOAD_METHOD reshape LOAD_FAST b LOAD_FAST c LOAD_CONST -1 CALL_METHOD STORE_FAST x LOAD_GLOBAL th LOAD_ATTR cat LOAD_FAST x LOAD_ATTR mean LOAD_CONST -1 LOAD_CONST True LOAD_CONST ('dim', 'keepdim') CALL_FUNCTION LOAD_FAST x BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST x LOAD_FAST x LOAD_FAST self LOAD_ATTR positional_embedding LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to LOAD_FAST x LOAD_ATTR dtype CALL_METHOD BINARY_ADD STORE_FAST x LOAD_FAST self LOAD_METHOD qkv_proj LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD attention LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD c_proj LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimestepBlock' STORE_NAME __qualname__ LOAD_CONST '\n Any module where forward() takes timestep embeddings as a second argument.\n ' STORE_NAME __doc__ LOAD_NAME abstractmethod LOAD_CONST <code object forward at 0x7fab821a5ed0, file "f.py", line 67> LOAD_CONST 'TimestepBlock.forward' MAKE_FUNCTION CALL_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimestepEmbedSequential' STORE_NAME __qualname__ LOAD_CONST '\n A sequential module that passes timestep embeddings to the children that\n support it as an extra input.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7fab821a51e0, file "f.py", line 80> LOAD_CONST 'TimestepEmbedSequential.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE SETUP_LOOP to 66 LOAD_FAST self GET_ITER FOR_ITER to 64 STORE_FAST layer LOAD_GLOBAL isinstance LOAD_FAST layer LOAD_GLOBAL TimestepBlock CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST layer LOAD_FAST x LOAD_FAST emb CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST layer LOAD_GLOBAL SpatialTransformer CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST layer LOAD_FAST x LOAD_FAST context CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE LOAD_FAST layer LOAD_FAST x CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE POP_BLOCK LOAD_FAST x RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Upsample' STORE_NAME __qualname__ LOAD_CONST '\n An upsampling layer with an optional convolution.\n :param channels: channels in the inputs and outputs.\n :param use_conv: a bool determining if a convolution is applied.\n :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then\n upsampling occurs in the inner-two dimensions.\n ' STORE_NAME __doc__ LOAD_CONST (2, None, 1) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82097300, file "f.py", line 100> LOAD_CONST 'Upsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab820970c0, file "f.py", line 111> LOAD_CONST 'Upsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST dims LOAD_FAST self STORE_ATTR dims LOAD_FAST use_conv POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_FAST padding LOAD_CONST ('padding',) CALL_FUNCTION LOAD_FAST self STORE_ATTR conv LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR dims LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL F LOAD_ATTR interpolate LOAD_FAST x LOAD_FAST x LOAD_ATTR shape LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST x LOAD_ATTR shape LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 2 BINARY_MULTIPLY LOAD_FAST x LOAD_ATTR shape LOAD_CONST 4 BINARY_SUBSCR LOAD_CONST 2 BINARY_MULTIPLY BUILD_TUPLE LOAD_CONST 'nearest' LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST x JUMP_FORWARD to 96 LOAD_GLOBAL F LOAD_ATTR interpolate LOAD_FAST x LOAD_CONST 2 LOAD_CONST 'nearest' LOAD_CONST ('scale_factor', 'mode') CALL_FUNCTION STORE_FAST x LOAD_FAST self LOAD_ATTR use_conv POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD conv LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST x RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TransposedUpsample' STORE_NAME __qualname__ LOAD_CONST 'Learned 2x upsampling without padding' STORE_NAME __doc__ LOAD_CONST (None, 5) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542b40c0, file "f.py", line 127> LOAD_CONST 'TransposedUpsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab542b44b0, file "f.py", line 136> LOAD_CONST 'TransposedUpsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_GLOBAL nn LOAD_ATTR ConvTranspose2d LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST ks LOAD_CONST 2 LOAD_CONST ('kernel_size', 'stride') CALL_FUNCTION LOAD_FAST self STORE_ATTR up LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD up LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Downsample' STORE_NAME __qualname__ LOAD_CONST '\n A downsampling layer with an optional convolution.\n :param channels: channels in the inputs and outputs.\n :param use_conv: a bool determining if a convolution is applied.\n :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then\n downsampling occurs in the inner-two dimensions.\n ' STORE_NAME __doc__ LOAD_CONST (2, None, 1) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542b4b70, file "f.py", line 149> LOAD_CONST 'Downsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab542b4f60, file "f.py", line 169> LOAD_CONST 'Downsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST dims LOAD_FAST self STORE_ATTR dims LOAD_FAST dims LOAD_CONST 3 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 2 JUMP_FORWARD to 52 LOAD_CONST (1, 2, 2) STORE_FAST stride LOAD_FAST use_conv POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_FAST stride LOAD_FAST padding LOAD_CONST ('stride', 'padding') CALL_FUNCTION LOAD_FAST self STORE_ATTR op JUMP_FORWARD to 118 LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL avg_pool_nd LOAD_FAST dims LOAD_FAST stride LOAD_FAST stride LOAD_CONST ('kernel_size', 'stride') CALL_FUNCTION LOAD_FAST self STORE_ATTR op LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD op LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ResBlock' STORE_NAME __qualname__ LOAD_CONST '\n A residual block that can optionally change the number of channels.\n :param channels: the number of input channels.\n :param emb_channels: the number of timestep embedding channels.\n :param dropout: the rate of dropout.\n :param out_channels: if specified, the number of out channels.\n :param use_conv: if True and out_channels is specified, use a spatial\n convolution instead of a smaller 1x1 convolution to change the\n channels in the skip connection.\n :param dims: determines if the signal is 1D, 2D, or 3D.\n :param use_checkpoint: if True, use gradient checkpointing on this module.\n :param up: if True, use this block for upsampling.\n :param down: if True, use this block for downsampling.\n ' STORE_NAME __doc__ LOAD_CONST (None, False, False, 2, False, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542b4ae0, file "f.py", line 190> LOAD_CONST 'ResBlock.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab542b4270, file "f.py", line 254> LOAD_CONST 'ResBlock.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _forward at 0x7fab542b4810, file "f.py", line 265> LOAD_CONST 'ResBlock._forward' MAKE_FUNCTION STORE_NAME _forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST emb_channels LOAD_FAST self STORE_ATTR emb_channels LOAD_FAST dropout LOAD_FAST self STORE_ATTR dropout LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST use_checkpoint LOAD_FAST self STORE_ATTR use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_FAST self STORE_ATTR use_scale_shift_norm LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST channels CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR in_layers LOAD_FAST up JUMP_IF_TRUE_OR_POP LOAD_FAST down LOAD_FAST self STORE_ATTR updown LOAD_FAST up POP_JUMP_IF_FALSE LOAD_GLOBAL Upsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR h_upd LOAD_GLOBAL Upsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR x_upd JUMP_FORWARD to 190 LOAD_FAST down POP_JUMP_IF_FALSE LOAD_GLOBAL Downsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR h_upd LOAD_GLOBAL Downsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR x_upd JUMP_FORWARD to 190 LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD DUP_TOP LOAD_FAST self STORE_ATTR h_upd LOAD_FAST self STORE_ATTR x_upd LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL linear LOAD_FAST emb_channels LOAD_FAST use_scale_shift_norm POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_FAST self LOAD_ATTR out_channels BINARY_MULTIPLY JUMP_FORWARD to 222 LOAD_FAST self LOAD_ATTR out_channels CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR emb_layers LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST self LOAD_ATTR out_channels CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL nn LOAD_ATTR Dropout LOAD_FAST dropout LOAD_CONST ('p',) CALL_FUNCTION LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR out_layers LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST channels COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD LOAD_FAST self STORE_ATTR skip_connection JUMP_FORWARD to 360 LOAD_FAST use_conv EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION LOAD_FAST self STORE_ATTR skip_connection JUMP_FORWARD to 360 LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR skip_connection LOAD_CONST None RETURN_VALUE LOAD_GLOBAL checkpoint LOAD_FAST self LOAD_ATTR _forward LOAD_FAST x LOAD_FAST emb BUILD_TUPLE LOAD_FAST self LOAD_METHOD parameters CALL_METHOD LOAD_FAST self LOAD_ATTR use_checkpoint CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR updown POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR in_layers LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR in_layers LOAD_CONST -1 BINARY_SUBSCR ROT_TWO STORE_FAST in_rest STORE_FAST in_conv LOAD_FAST in_rest LOAD_FAST x CALL_FUNCTION STORE_FAST h LOAD_FAST self LOAD_METHOD h_upd LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD x_upd LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST in_conv LOAD_FAST h CALL_FUNCTION STORE_FAST h JUMP_FORWARD to 80 LOAD_FAST self LOAD_METHOD in_layers LOAD_FAST x CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD emb_layers LOAD_FAST emb CALL_METHOD LOAD_METHOD type LOAD_FAST h LOAD_ATTR dtype CALL_METHOD STORE_FAST emb_out SETUP_LOOP to 132 LOAD_GLOBAL len LOAD_FAST emb_out LOAD_ATTR shape CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST h LOAD_ATTR shape CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST emb_out LOAD_CONST (Ellipsis, None) BINARY_SUBSCR STORE_FAST emb_out JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR use_scale_shift_norm POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR out_layers LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR out_layers LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR ROT_TWO STORE_FAST out_norm STORE_FAST out_rest LOAD_GLOBAL th LOAD_ATTR chunk LOAD_FAST emb_out LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST scale STORE_FAST shift LOAD_FAST out_norm LOAD_FAST h CALL_FUNCTION LOAD_CONST 1 LOAD_FAST scale BINARY_ADD BINARY_MULTIPLY LOAD_FAST shift BINARY_ADD STORE_FAST h LOAD_FAST out_rest LOAD_FAST h CALL_FUNCTION STORE_FAST h JUMP_FORWARD to 232 LOAD_FAST h LOAD_FAST emb_out BINARY_ADD STORE_FAST h LOAD_FAST self LOAD_METHOD out_layers LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD skip_connection LOAD_FAST x CALL_METHOD LOAD_FAST h BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AttentionBlock' STORE_NAME __qualname__ LOAD_CONST '\n An attention block that allows spatial positions to attend to each other.\n Originally ported from here, but adapted to the N-d case.\n https://github.com/hojonathanho/diffusion/blob/1e0dceb3b3495bbe19116a5e1b3596cd0706c543/diffusion_tf/models/unet.py#L66.\n ' STORE_NAME __doc__ LOAD_CONST (1, -1, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542b4db0, file "f.py", line 295> LOAD_CONST 'AttentionBlock.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab542b41e0, file "f.py", line 322> LOAD_CONST 'AttentionBlock.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _forward at 0x7fab542b4930, file "f.py", line 327> LOAD_CONST 'AttentionBlock._forward' MAKE_FUNCTION STORE_NAME _forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads LOAD_FAST self STORE_ATTR num_heads JUMP_FORWARD to 74 LOAD_FAST channels LOAD_FAST num_head_channels BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'q,k,v channels ' LOAD_FAST channels FORMAT_VALUE LOAD_CONST ' is not divisible by num_head_channels ' LOAD_FAST num_head_channels FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST channels LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE LOAD_FAST self STORE_ATTR num_heads LOAD_FAST use_checkpoint LOAD_FAST self STORE_ATTR use_checkpoint LOAD_GLOBAL normalization LOAD_FAST channels CALL_FUNCTION LOAD_FAST self STORE_ATTR norm LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST channels LOAD_FAST channels LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR qkv LOAD_FAST use_new_attention_order POP_JUMP_IF_FALSE LOAD_GLOBAL QKVAttention LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention JUMP_FORWARD to 140 LOAD_GLOBAL QKVAttentionLegacy LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST channels LOAD_FAST channels LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION LOAD_FAST self STORE_ATTR proj_out LOAD_CONST None RETURN_VALUE LOAD_GLOBAL checkpoint LOAD_FAST self LOAD_ATTR _forward LOAD_FAST x BUILD_TUPLE LOAD_FAST self LOAD_METHOD parameters CALL_METHOD LOAD_CONST True CALL_FUNCTION RETURN_VALUE LOAD_FAST x LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST spatial LOAD_FAST x LOAD_METHOD reshape LOAD_FAST b LOAD_FAST c LOAD_CONST -1 CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD qkv LOAD_FAST self LOAD_METHOD norm LOAD_FAST x CALL_METHOD CALL_METHOD STORE_FAST qkv LOAD_FAST self LOAD_METHOD attention LOAD_FAST qkv CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD proj_out LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST x LOAD_FAST h BINARY_ADD LOAD_ATTR reshape LOAD_FAST b LOAD_FAST c BUILD_TUPLE LOAD_FAST spatial BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_FAST y LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST spatial LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST spatial CALL_METHOD CALL_FUNCTION STORE_FAST num_spatial LOAD_CONST 2 LOAD_FAST b BINARY_MULTIPLY LOAD_FAST num_spatial LOAD_CONST 2 BINARY_POWER BINARY_MULTIPLY LOAD_FAST c BINARY_MULTIPLY STORE_FAST matmul_ops LOAD_FAST model DUP_TOP LOAD_ATTR total_ops LOAD_GLOBAL th LOAD_METHOD DoubleTensor LOAD_FAST matmul_ops BUILD_LIST CALL_METHOD INPLACE_ADD ROT_TWO STORE_ATTR total_ops LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'QKVAttentionLegacy' STORE_NAME __qualname__ LOAD_CONST '\n A module which performs QKV attention. Matches legacy QKVAttention + input/ouput heads shaping\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab540c59c0, file "f.py", line 358> LOAD_CONST 'QKVAttentionLegacy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab540c56f0, file "f.py", line 362> LOAD_CONST 'QKVAttentionLegacy.forward' MAKE_FUNCTION STORE_NAME forward LOAD_NAME staticmethod LOAD_CONST <code object count_flops at 0x7fab540c5930, file "f.py", line 380> LOAD_CONST 'QKVAttentionLegacy.count_flops' MAKE_FUNCTION CALL_FUNCTION STORE_NAME count_flops LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST n_heads LOAD_FAST self STORE_ATTR n_heads LOAD_CONST None RETURN_VALUE LOAD_FAST qkv LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST bs STORE_FAST width STORE_FAST length LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_FLOOR_DIVIDE STORE_FAST ch LOAD_FAST qkv LOAD_METHOD reshape LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST length CALL_METHOD LOAD_ATTR split LOAD_FAST ch LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST q STORE_FAST k STORE_FAST v LOAD_CONST 1 LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST ch CALL_METHOD CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST scale LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bct,bcs->bts' LOAD_FAST q LOAD_FAST scale BINARY_MULTIPLY LOAD_FAST k LOAD_FAST scale BINARY_MULTIPLY CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_ATTR softmax LOAD_FAST weight LOAD_METHOD float CALL_METHOD LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD type LOAD_FAST weight LOAD_ATTR dtype CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bts,bcs->bct' LOAD_FAST weight LOAD_FAST v CALL_METHOD STORE_FAST a LOAD_FAST a LOAD_METHOD reshape LOAD_FAST bs LOAD_CONST -1 LOAD_FAST length CALL_METHOD RETURN_VALUE LOAD_GLOBAL count_flops_attn LOAD_FAST model LOAD_FAST _x LOAD_FAST y CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'QKVAttention' STORE_NAME __qualname__ LOAD_CONST '\n A module which performs QKV attention and splits in a different order.\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab540c5810, file "f.py", line 390> LOAD_CONST 'QKVAttention.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab540c5c00, file "f.py", line 394> LOAD_CONST 'QKVAttention.forward' MAKE_FUNCTION STORE_NAME forward LOAD_NAME staticmethod LOAD_CONST <code object count_flops at 0x7fab540c5150, file "f.py", line 414> LOAD_CONST 'QKVAttention.count_flops' MAKE_FUNCTION CALL_FUNCTION STORE_NAME count_flops LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST n_heads LOAD_FAST self STORE_ATTR n_heads LOAD_CONST None RETURN_VALUE LOAD_FAST qkv LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST bs STORE_FAST width STORE_FAST length LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_FLOOR_DIVIDE STORE_FAST ch LOAD_FAST qkv LOAD_ATTR chunk LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST q STORE_FAST k STORE_FAST v LOAD_CONST 1 LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST ch CALL_METHOD CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST scale LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bct,bcs->bts' LOAD_FAST q LOAD_FAST scale BINARY_MULTIPLY LOAD_METHOD view LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD LOAD_FAST k LOAD_FAST scale BINARY_MULTIPLY LOAD_METHOD view LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_ATTR softmax LOAD_FAST weight LOAD_METHOD float CALL_METHOD LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD type LOAD_FAST weight LOAD_ATTR dtype CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bts,bcs->bct' LOAD_FAST weight LOAD_FAST v LOAD_METHOD reshape LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD CALL_METHOD STORE_FAST a LOAD_FAST a LOAD_METHOD reshape LOAD_FAST bs LOAD_CONST -1 LOAD_FAST length CALL_METHOD RETURN_VALUE LOAD_GLOBAL count_flops_attn LOAD_FAST model LOAD_FAST _x LOAD_FAST y CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UNetModel' STORE_NAME __qualname__ LOAD_CONST '\n The full UNet model with attention and timestep embedding.\n :param in_channels: channels in the input Tensor.\n :param model_channels: base channel count for the model.\n :param out_channels: channels in the output Tensor.\n :param num_res_blocks: number of residual blocks per downsample.\n :param attention_resolutions: a collection of downsample rates at which\n attention will take place. May be a set, list, or tuple.\n For example, if this contains 4, then at 4x downsampling, attention\n will be used.\n :param dropout: the dropout probability.\n :param channel_mult: channel multiplier for each level of the UNet.\n :param conv_resample: if True, use learned convolutions for upsampling and\n downsampling.\n :param dims: determines if the signal is 1D, 2D, or 3D.\n :param num_classes: if specified (as an int), then this model will be\n class-conditional with `num_classes` classes.\n :param use_checkpoint: use gradient checkpointing to reduce memory usage.\n :param num_heads: the number of attention heads in each attention layer.\n :param num_heads_channels: if specified, ignore num_heads and instead use\n a fixed channel width per attention head.\n :param num_heads_upsample: works with num_heads to set a different number\n of heads for upsampling. Deprecated.\n :param use_scale_shift_norm: use a FiLM-like conditioning mechanism.\n :param resblock_updown: use residual blocks for up/downsampling.\n :param use_new_attention_order: use a different attention pattern for potentially\n increased efficiency.\n ' STORE_NAME __doc__ LOAD_CONST (0, (1, 2, 4, 8), True, 2, None, False, False, -1, -1, -1, False, False, False, False, 1, None, None, True, None, None, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab540c5300, file "f.py", line 449> LOAD_CONST 'UNetModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object convert_to_fp16 at 0x7fab540c5780, file "f.py", line 795> LOAD_CONST 'UNetModel.convert_to_fp16' MAKE_FUNCTION STORE_NAME convert_to_fp16 LOAD_CONST <code object convert_to_fp32 at 0x7fab540c5e40, file "f.py", line 803> LOAD_CONST 'UNetModel.convert_to_fp32' MAKE_FUNCTION STORE_NAME convert_to_fp32 LOAD_CONST (None, None, None) LOAD_CONST <code object forward at 0x7fab54214030, file "f.py", line 811> LOAD_CONST 'UNetModel.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST use_spatial_transformer POP_JUMP_IF_FALSE LOAD_FAST context_dim LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Fool!! You forgot to include the dimension of your cross-attention conditioning...' CALL_FUNCTION RAISE_VARARGS LOAD_FAST context_dim LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Fool!! You forgot to use the spatial transformer for your cross-attention conditioning...' CALL_FUNCTION RAISE_VARARGS LOAD_CONST 0 LOAD_CONST ('ListConfig',) IMPORT_NAME omegaconf.listconfig IMPORT_FROM ListConfig STORE_FAST ListConfig POP_TOP LOAD_GLOBAL type LOAD_FAST context_dim CALL_FUNCTION LOAD_FAST ListConfig COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST context_dim CALL_FUNCTION STORE_FAST context_dim LOAD_FAST num_heads_upsample LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads STORE_FAST num_heads_upsample LOAD_FAST num_heads LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Either num_heads or num_head_channels has to be set' CALL_FUNCTION RAISE_VARARGS LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Either num_heads or num_head_channels has to be set' CALL_FUNCTION RAISE_VARARGS LOAD_FAST image_size LOAD_DEREF self STORE_ATTR image_size LOAD_FAST in_channels LOAD_DEREF self STORE_ATTR in_channels LOAD_FAST model_channels LOAD_DEREF self STORE_ATTR model_channels LOAD_FAST out_channels LOAD_DEREF self STORE_ATTR out_channels LOAD_GLOBAL isinstance LOAD_FAST num_res_blocks LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION LOAD_FAST num_res_blocks BUILD_LIST BINARY_MULTIPLY LOAD_DEREF self STORE_ATTR num_res_blocks JUMP_FORWARD to 224 LOAD_GLOBAL len LOAD_FAST num_res_blocks CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'provide num_res_blocks either as an int (globally constant) or as a list/tuple (per-level) with the same length as channel_mult' CALL_FUNCTION RAISE_VARARGS LOAD_FAST num_res_blocks LOAD_DEREF self STORE_ATTR num_res_blocks LOAD_FAST disable_self_attentions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST disable_self_attentions CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF num_attention_blocks LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF num_attention_blocks CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF self LOAD_ATTR num_res_blocks CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_GLOBAL map LOAD_CLOSURE num_attention_blocks LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab540c5ed0, file "f.py", line 527> LOAD_CONST 'UNetModel.__init__.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF num_attention_blocks CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL print LOAD_CONST 'Constructor of UNetModel received num_attention_blocks=' LOAD_DEREF num_attention_blocks FORMAT_VALUE LOAD_CONST '. This option has LESS priority than attention_resolutions ' LOAD_FAST attention_resolutions FORMAT_VALUE LOAD_CONST ', i.e., in cases where num_attention_blocks[i] > 0 but 2**i not in attention_resolutions, attention will still not be set.' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST attention_resolutions LOAD_DEREF self STORE_ATTR attention_resolutions LOAD_FAST dropout LOAD_DEREF self STORE_ATTR dropout LOAD_FAST channel_mult LOAD_DEREF self STORE_ATTR channel_mult LOAD_FAST conv_resample LOAD_DEREF self STORE_ATTR conv_resample LOAD_FAST num_classes LOAD_DEREF self STORE_ATTR num_classes LOAD_FAST use_checkpoint LOAD_DEREF self STORE_ATTR use_checkpoint LOAD_FAST use_fp16 EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL th LOAD_ATTR float16 JUMP_FORWARD to 398 LOAD_GLOBAL th LOAD_ATTR float32 LOAD_DEREF self STORE_ATTR dtype LOAD_FAST num_heads LOAD_DEREF self STORE_ATTR num_heads LOAD_FAST num_head_channels LOAD_DEREF self STORE_ATTR num_head_channels LOAD_FAST num_heads_upsample LOAD_DEREF self STORE_ATTR num_heads_upsample LOAD_FAST n_embed LOAD_CONST None COMPARE_OP is not LOAD_DEREF self STORE_ATTR predict_codebook_ids LOAD_FAST model_channels LOAD_CONST 4 BINARY_MULTIPLY STORE_FAST time_embed_dim LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL linear LOAD_FAST model_channels LOAD_FAST time_embed_dim CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL linear LOAD_FAST time_embed_dim LOAD_FAST time_embed_dim CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR time_embed LOAD_DEREF self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF self LOAD_ATTR num_classes LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Embedding LOAD_FAST num_classes LOAD_FAST time_embed_dim CALL_METHOD LOAD_DEREF self STORE_ATTR label_emb JUMP_FORWARD to 554 LOAD_DEREF self LOAD_ATTR num_classes LOAD_CONST 'continuous' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'setting up linear c_adm embedding layer' CALL_FUNCTION POP_TOP LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_CONST 1 LOAD_FAST time_embed_dim CALL_METHOD LOAD_DEREF self STORE_ATTR label_emb JUMP_FORWARD to 554 LOAD_GLOBAL ValueError CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_GLOBAL TimestepEmbedSequential LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST in_channels LOAD_FAST model_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION BUILD_LIST CALL_METHOD LOAD_DEREF self STORE_ATTR input_blocks LOAD_FAST model_channels LOAD_DEREF self STORE_ATTR _feature_size LOAD_FAST model_channels BUILD_LIST STORE_FAST input_block_chans LOAD_FAST model_channels STORE_FAST ch LOAD_CONST 1 STORE_FAST ds EXTENDED_ARG SETUP_LOOP to 1022 LOAD_GLOBAL enumerate LOAD_FAST channel_mult CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1020 UNPACK_SEQUENCE STORE_FAST level STORE_FAST mult EXTENDED_ARG SETUP_LOOP to 900 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 898 STORE_FAST nr LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST mult LOAD_FAST model_channels BINARY_MULTIPLY LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION BUILD_LIST STORE_FAST layers LOAD_FAST mult LOAD_FAST model_channels BINARY_MULTIPLY STORE_FAST ch LOAD_FAST ds LOAD_FAST attention_resolutions COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 728 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 750 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL exists LOAD_FAST disable_self_attentions CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST disable_self_attentions LOAD_FAST level BINARY_SUBSCR STORE_FAST disabled_sa JUMP_FORWARD to 776 LOAD_CONST False STORE_FAST disabled_sa LOAD_GLOBAL exists LOAD_DEREF num_attention_blocks CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nr LOAD_DEREF num_attention_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST layers LOAD_METHOD append LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 850 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disabled_sa LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR input_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST layers CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size LOAD_FAST input_block_chans LOAD_METHOD append LOAD_FAST ch CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST level LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch STORE_FAST out_ch LOAD_DEREF self LOAD_ATTR input_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST resblock_updown EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST out_ch LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST True LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm', 'down') CALL_FUNCTION JUMP_FORWARD to 974 LOAD_GLOBAL Downsample LOAD_FAST ch LOAD_FAST conv_resample LOAD_FAST dims LOAD_FAST out_ch LOAD_CONST ('dims', 'out_channels') CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST out_ch STORE_FAST ch LOAD_FAST input_block_chans LOAD_METHOD append LOAD_FAST ch CALL_METHOD POP_TOP LOAD_FAST ds LOAD_CONST 2 INPLACE_MULTIPLY STORE_FAST ds LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 1054 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 1076 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL TimestepEmbedSequential LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 1144 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disable_middle_self_attn LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION CALL_FUNCTION LOAD_DEREF self STORE_ATTR middle_block LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size LOAD_GLOBAL nn LOAD_METHOD ModuleList BUILD_LIST CALL_METHOD LOAD_DEREF self STORE_ATTR output_blocks EXTENDED_ARG SETUP_LOOP to 1602 LOAD_GLOBAL list LOAD_GLOBAL enumerate LOAD_FAST channel_mult CALL_FUNCTION CALL_FUNCTION LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR GET_ITER EXTENDED_ARG FOR_ITER to 1600 UNPACK_SEQUENCE STORE_FAST level STORE_FAST mult EXTENDED_ARG SETUP_LOOP to 1596 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1594 STORE_FAST i LOAD_FAST input_block_chans LOAD_METHOD pop CALL_METHOD STORE_FAST ich LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST ich BINARY_ADD LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST model_channels LOAD_FAST mult BINARY_MULTIPLY LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION BUILD_LIST STORE_FAST layers LOAD_FAST model_channels LOAD_FAST mult BINARY_MULTIPLY STORE_FAST ch LOAD_FAST ds LOAD_FAST attention_resolutions COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 1348 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 1370 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL exists LOAD_FAST disable_self_attentions CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST disable_self_attentions LOAD_FAST level BINARY_SUBSCR STORE_FAST disabled_sa JUMP_FORWARD to 1396 LOAD_CONST False STORE_FAST disabled_sa LOAD_GLOBAL exists LOAD_DEREF num_attention_blocks CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST i LOAD_DEREF num_attention_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST layers LOAD_METHOD append LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads_upsample LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 1470 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disabled_sa LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST level EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST i LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch STORE_FAST out_ch LOAD_FAST layers LOAD_METHOD append LOAD_FAST resblock_updown EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST out_ch LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST True LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm', 'up') CALL_FUNCTION JUMP_FORWARD to 1548 LOAD_GLOBAL Upsample LOAD_FAST ch LOAD_FAST conv_resample LOAD_FAST dims LOAD_FAST out_ch LOAD_CONST ('dims', 'out_channels') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST ds LOAD_CONST 2 INPLACE_FLOOR_DIVIDE STORE_FAST ds LOAD_DEREF self LOAD_ATTR output_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST layers CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST ch CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST model_channels LOAD_FAST out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR out LOAD_DEREF self LOAD_ATTR predict_codebook_ids EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST ch CALL_FUNCTION LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST model_channels LOAD_FAST n_embed LOAD_CONST 1 CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR id_predictor LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST i BINARY_SUBSCR LOAD_DEREF num_attention_blocks LOAD_FAST i BINARY_SUBSCR COMPARE_OP >= RETURN_VALUE LOAD_FAST self LOAD_ATTR input_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR middle_block LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR output_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR input_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR middle_block LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR output_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST y LOAD_CONST None COMPARE_OP is not LOAD_FAST self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'must specify y if and only if the model is class-conditional' CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST hs LOAD_GLOBAL timestep_embedding LOAD_FAST timesteps LOAD_FAST self LOAD_ATTR model_channels LOAD_CONST False LOAD_CONST ('repeat_only',) CALL_FUNCTION STORE_FAST t_emb LOAD_FAST self LOAD_METHOD time_embed LOAD_FAST t_emb CALL_METHOD STORE_FAST emb LOAD_FAST self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST x LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST emb LOAD_FAST self LOAD_METHOD label_emb LOAD_FAST y CALL_METHOD BINARY_ADD STORE_FAST emb LOAD_FAST x LOAD_METHOD type LOAD_FAST self LOAD_ATTR dtype CALL_METHOD STORE_FAST h SETUP_LOOP to 154 LOAD_FAST self LOAD_ATTR input_blocks GET_ITER FOR_ITER to 152 STORE_FAST module LOAD_FAST module LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_FUNCTION STORE_FAST h LOAD_FAST hs LOAD_METHOD append LOAD_FAST h CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD middle_block LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_METHOD STORE_FAST h SETUP_LOOP to 218 LOAD_FAST self LOAD_ATTR output_blocks GET_ITER FOR_ITER to 216 STORE_FAST module LOAD_GLOBAL th LOAD_ATTR cat LOAD_FAST h LOAD_FAST hs LOAD_METHOD pop CALL_METHOD BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST h LOAD_FAST module LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_FUNCTION STORE_FAST h JUMP_ABSOLUTE POP_BLOCK LOAD_FAST h LOAD_METHOD type LOAD_FAST x LOAD_ATTR dtype CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_ATTR predict_codebook_ids POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD id_predictor LOAD_FAST h CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD out LOAD_FAST h CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE
from abc import abstractmethod import math import numpy as np import torch as th import torch.nn as nn import torch.nn.functional as F from ldm.modules.diffusionmodules.util import ( checkpoint, conv_nd, linear, avg_pool_nd, zero_module, normalization, timestep_embedding, ) from ldm.modules.attention import SpatialTransformer from ldm.util import exists def convert_module_to_f16(x): pass def convert_module_to_f32(x): pass class AttentionPool2d(nn.Module): """ Adapted from CLIP: https://github.com/openai/CLIP/blob/main/clip/model.py """ def __init__( self, spacial_dim: int, embed_dim: int, num_heads_channels: int, output_dim: int = None, ): super().__init__() self.positional_embedding = nn.Parameter( th.randn(embed_dim, spacial_dim**2 + 1) / embed_dim**0.5 ) self.qkv_proj = conv_nd(1, embed_dim, 3 * embed_dim, 1) self.c_proj = conv_nd(1, embed_dim, output_dim or embed_dim, 1) self.num_heads = embed_dim // num_heads_channels self.attention = QKVAttention(self.num_heads) def forward(self, x): b, c, *_spatial = x.shape x = x.reshape(b, c, -1) # NC(HW) x = th.cat([x.mean(dim=-1, keepdim=True), x], dim=-1) # NC(HW+1) x = x + self.positional_embedding[None, :, :].to(x.dtype) # NC(HW+1) x = self.qkv_proj(x) x = self.attention(x) x = self.c_proj(x) return x[:, :, 0] class TimestepBlock(nn.Module): """ Any module where forward() takes timestep embeddings as a second argument. """ @abstractmethod def forward(self, x, emb): """ Apply the module to `x` given `emb` timestep embeddings. """ class TimestepEmbedSequential(nn.Sequential, TimestepBlock): """ A sequential module that passes timestep embeddings to the children that support it as an extra input. """ def forward(self, x, emb, context=None): for layer in self: if isinstance(layer, TimestepBlock): x = layer(x, emb) elif isinstance(layer, SpatialTransformer): x = layer(x, context) else: x = layer(x) return x class Upsample(nn.Module): """ An upsampling layer with an optional convolution. :param channels: channels in the inputs and outputs. :param use_conv: a bool determining if a convolution is applied. :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then upsampling occurs in the inner-two dimensions. """ def __init__(self, channels, use_conv, dims=2, out_channels=None, padding=1): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.use_conv = use_conv self.dims = dims if use_conv: self.conv = conv_nd( dims, self.channels, self.out_channels, 3, padding=padding ) def forward(self, x): assert x.shape[1] == self.channels if self.dims == 3: x = F.interpolate( x, (x.shape[2], x.shape[3] * 2, x.shape[4] * 2), mode="nearest" ) else: x = F.interpolate(x, scale_factor=2, mode="nearest") if self.use_conv: x = self.conv(x) return x class TransposedUpsample(nn.Module): "Learned 2x upsampling without padding" def __init__(self, channels, out_channels=None, ks=5): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.up = nn.ConvTranspose2d( self.channels, self.out_channels, kernel_size=ks, stride=2 ) def forward(self, x): return self.up(x) class Downsample(nn.Module): """ A downsampling layer with an optional convolution. :param channels: channels in the inputs and outputs. :param use_conv: a bool determining if a convolution is applied. :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then downsampling occurs in the inner-two dimensions. """ def __init__(self, channels, use_conv, dims=2, out_channels=None, padding=1): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.use_conv = use_conv self.dims = dims stride = 2 if dims != 3 else (1, 2, 2) if use_conv: self.op = conv_nd( dims, self.channels, self.out_channels, 3, stride=stride, padding=padding, ) else: assert self.channels == self.out_channels self.op = avg_pool_nd(dims, kernel_size=stride, stride=stride) def forward(self, x): assert x.shape[1] == self.channels return self.op(x) class ResBlock(TimestepBlock): """ A residual block that can optionally change the number of channels. :param channels: the number of input channels. :param emb_channels: the number of timestep embedding channels. :param dropout: the rate of dropout. :param out_channels: if specified, the number of out channels. :param use_conv: if True and out_channels is specified, use a spatial convolution instead of a smaller 1x1 convolution to change the channels in the skip connection. :param dims: determines if the signal is 1D, 2D, or 3D. :param use_checkpoint: if True, use gradient checkpointing on this module. :param up: if True, use this block for upsampling. :param down: if True, use this block for downsampling. """ def __init__( self, channels, emb_channels, dropout, out_channels=None, use_conv=False, use_scale_shift_norm=False, dims=2, use_checkpoint=False, up=False, down=False, ): super().__init__() self.channels = channels self.emb_channels = emb_channels self.dropout = dropout self.out_channels = out_channels or channels self.use_conv = use_conv self.use_checkpoint = use_checkpoint self.use_scale_shift_norm = use_scale_shift_norm self.in_layers = nn.Sequential( normalization(channels), nn.SiLU(), conv_nd(dims, channels, self.out_channels, 3, padding=1), ) self.updown = up or down if up: self.h_upd = Upsample(channels, False, dims) self.x_upd = Upsample(channels, False, dims) elif down: self.h_upd = Downsample(channels, False, dims) self.x_upd = Downsample(channels, False, dims) else: self.h_upd = self.x_upd = nn.Identity() self.emb_layers = nn.Sequential( nn.SiLU(), linear( emb_channels, 2 * self.out_channels if use_scale_shift_norm else self.out_channels, ), ) self.out_layers = nn.Sequential( normalization(self.out_channels), nn.SiLU(), nn.Dropout(p=dropout), zero_module( conv_nd(dims, self.out_channels, self.out_channels, 3, padding=1) ), ) if self.out_channels == channels: self.skip_connection = nn.Identity() elif use_conv: self.skip_connection = conv_nd( dims, channels, self.out_channels, 3, padding=1 ) else: self.skip_connection = conv_nd(dims, channels, self.out_channels, 1) def forward(self, x, emb): """ Apply the block to a Tensor, conditioned on a timestep embedding. :param x: an [N x C x ...] Tensor of features. :param emb: an [N x emb_channels] Tensor of timestep embeddings. :return: an [N x C x ...] Tensor of outputs. """ return checkpoint( self._forward, (x, emb), self.parameters(), self.use_checkpoint ) def _forward(self, x, emb): if self.updown: in_rest, in_conv = self.in_layers[:-1], self.in_layers[-1] h = in_rest(x) h = self.h_upd(h) x = self.x_upd(x) h = in_conv(h) else: h = self.in_layers(x) emb_out = self.emb_layers(emb).type(h.dtype) while len(emb_out.shape) < len(h.shape): emb_out = emb_out[..., None] if self.use_scale_shift_norm: out_norm, out_rest = self.out_layers[0], self.out_layers[1:] scale, shift = th.chunk(emb_out, 2, dim=1) h = out_norm(h) * (1 + scale) + shift h = out_rest(h) else: h = h + emb_out h = self.out_layers(h) return self.skip_connection(x) + h class AttentionBlock(nn.Module): """ An attention block that allows spatial positions to attend to each other. Originally ported from here, but adapted to the N-d case. https://github.com/hojonathanho/diffusion/blob/1e0dceb3b3495bbe19116a5e1b3596cd0706c543/diffusion_tf/models/unet.py#L66. """ def __init__( self, channels, num_heads=1, num_head_channels=-1, use_checkpoint=False, use_new_attention_order=False, ): super().__init__() self.channels = channels if num_head_channels == -1: self.num_heads = num_heads else: assert ( channels % num_head_channels == 0 ), f"q,k,v channels {channels} is not divisible by num_head_channels {num_head_channels}" self.num_heads = channels // num_head_channels self.use_checkpoint = use_checkpoint self.norm = normalization(channels) self.qkv = conv_nd(1, channels, channels * 3, 1) if use_new_attention_order: self.attention = QKVAttention(self.num_heads) else: self.attention = QKVAttentionLegacy(self.num_heads) self.proj_out = zero_module(conv_nd(1, channels, channels, 1)) def forward(self, x): return checkpoint( self._forward, (x,), self.parameters(), True ) # TODO: check checkpoint usage, is True # TODO: fix the .half call!!! def _forward(self, x): b, c, *spatial = x.shape x = x.reshape(b, c, -1) qkv = self.qkv(self.norm(x)) h = self.attention(qkv) h = self.proj_out(h) return (x + h).reshape(b, c, *spatial) def count_flops_attn(model, _x, y): """ A counter for the `thop` package to count the operations in an attention operation. Meant to be used like: macs, params = thop.profile( model, inputs=(inputs, timestamps), custom_ops={QKVAttention: QKVAttention.count_flops}, ) """ b, c, *spatial = y[0].shape num_spatial = int(np.prod(spatial)) matmul_ops = 2 * b * (num_spatial**2) * c model.total_ops += th.DoubleTensor([matmul_ops]) class QKVAttentionLegacy(nn.Module): """ A module which performs QKV attention. Matches legacy QKVAttention + input/ouput heads shaping """ def __init__(self, n_heads): super().__init__() self.n_heads = n_heads def forward(self, qkv): """ Apply QKV attention. :param qkv: an [N x (H * 3 * C) x T] tensor of Qs, Ks, and Vs. :return: an [N x (H * C) x T] tensor after attention. """ bs, width, length = qkv.shape assert width % (3 * self.n_heads) == 0 ch = width // (3 * self.n_heads) q, k, v = qkv.reshape(bs * self.n_heads, ch * 3, length).split(ch, dim=1) scale = 1 / math.sqrt(math.sqrt(ch)) weight = th.einsum( "bct,bcs->bts", q * scale, k * scale ) # More stable with f16 than dividing afterwards weight = th.softmax(weight.float(), dim=-1).type(weight.dtype) a = th.einsum("bts,bcs->bct", weight, v) return a.reshape(bs, -1, length) @staticmethod def count_flops(model, _x, y): return count_flops_attn(model, _x, y) class QKVAttention(nn.Module): """ A module which performs QKV attention and splits in a different order. """ def __init__(self, n_heads): super().__init__() self.n_heads = n_heads def forward(self, qkv): """ Apply QKV attention. :param qkv: an [N x (3 * H * C) x T] tensor of Qs, Ks, and Vs. :return: an [N x (H * C) x T] tensor after attention. """ bs, width, length = qkv.shape assert width % (3 * self.n_heads) == 0 ch = width // (3 * self.n_heads) q, k, v = qkv.chunk(3, dim=1) scale = 1 / math.sqrt(math.sqrt(ch)) weight = th.einsum( "bct,bcs->bts", (q * scale).view(bs * self.n_heads, ch, length), (k * scale).view(bs * self.n_heads, ch, length), ) # More stable with f16 than dividing afterwards weight = th.softmax(weight.float(), dim=-1).type(weight.dtype) a = th.einsum("bts,bcs->bct", weight, v.reshape(bs * self.n_heads, ch, length)) return a.reshape(bs, -1, length) @staticmethod def count_flops(model, _x, y): return count_flops_attn(model, _x, y) class UNetModel(nn.Module): """ The full UNet model with attention and timestep embedding. :param in_channels: channels in the input Tensor. :param model_channels: base channel count for the model. :param out_channels: channels in the output Tensor. :param num_res_blocks: number of residual blocks per downsample. :param attention_resolutions: a collection of downsample rates at which attention will take place. May be a set, list, or tuple. For example, if this contains 4, then at 4x downsampling, attention will be used. :param dropout: the dropout probability. :param channel_mult: channel multiplier for each level of the UNet. :param conv_resample: if True, use learned convolutions for upsampling and downsampling. :param dims: determines if the signal is 1D, 2D, or 3D. :param num_classes: if specified (as an int), then this model will be class-conditional with `num_classes` classes. :param use_checkpoint: use gradient checkpointing to reduce memory usage. :param num_heads: the number of attention heads in each attention layer. :param num_heads_channels: if specified, ignore num_heads and instead use a fixed channel width per attention head. :param num_heads_upsample: works with num_heads to set a different number of heads for upsampling. Deprecated. :param use_scale_shift_norm: use a FiLM-like conditioning mechanism. :param resblock_updown: use residual blocks for up/downsampling. :param use_new_attention_order: use a different attention pattern for potentially increased efficiency. """ def __init__( self, image_size, in_channels, model_channels, out_channels, num_res_blocks, attention_resolutions, dropout=0, channel_mult=(1, 2, 4, 8), conv_resample=True, dims=2, num_classes=None, use_checkpoint=False, use_fp16=False, num_heads=-1, num_head_channels=-1, num_heads_upsample=-1, use_scale_shift_norm=False, resblock_updown=False, use_new_attention_order=False, use_spatial_transformer=False, # custom transformer support transformer_depth=1, # custom transformer support context_dim=None, # custom transformer support n_embed=None, # custom support for prediction of discrete ids into codebook of first stage vq model legacy=True, disable_self_attentions=None, num_attention_blocks=None, disable_middle_self_attn=False, use_linear_in_transformer=False, ): super().__init__() if use_spatial_transformer: assert ( context_dim is not None ), "Fool!! You forgot to include the dimension of your cross-attention conditioning..." if context_dim is not None: assert ( use_spatial_transformer ), "Fool!! You forgot to use the spatial transformer for your cross-attention conditioning..." from omegaconf.listconfig import ListConfig if type(context_dim) == ListConfig: context_dim = list(context_dim) if num_heads_upsample == -1: num_heads_upsample = num_heads if num_heads == -1: assert ( num_head_channels != -1 ), "Either num_heads or num_head_channels has to be set" if num_head_channels == -1: assert ( num_heads != -1 ), "Either num_heads or num_head_channels has to be set" self.image_size = image_size self.in_channels = in_channels self.model_channels = model_channels self.out_channels = out_channels if isinstance(num_res_blocks, int): self.num_res_blocks = len(channel_mult) * [num_res_blocks] else: if len(num_res_blocks) != len(channel_mult): raise ValueError( "provide num_res_blocks either as an int (globally constant) or " "as a list/tuple (per-level) with the same length as channel_mult" ) self.num_res_blocks = num_res_blocks if disable_self_attentions is not None: assert len(disable_self_attentions) == len(channel_mult) if num_attention_blocks is not None: assert len(num_attention_blocks) == len(self.num_res_blocks) assert all( map( lambda i: self.num_res_blocks[i] >= num_attention_blocks[i], range(len(num_attention_blocks)), ) ) print( f"Constructor of UNetModel received num_attention_blocks={num_attention_blocks}. " f"This option has LESS priority than attention_resolutions {attention_resolutions}, " f"i.e., in cases where num_attention_blocks[i] > 0 but 2**i not in attention_resolutions, " f"attention will still not be set." ) self.attention_resolutions = attention_resolutions self.dropout = dropout self.channel_mult = channel_mult self.conv_resample = conv_resample self.num_classes = num_classes self.use_checkpoint = use_checkpoint self.dtype = th.float16 if use_fp16 else th.float32 self.num_heads = num_heads self.num_head_channels = num_head_channels self.num_heads_upsample = num_heads_upsample self.predict_codebook_ids = n_embed is not None time_embed_dim = model_channels * 4 self.time_embed = nn.Sequential( linear(model_channels, time_embed_dim), nn.SiLU(), linear(time_embed_dim, time_embed_dim), ) if self.num_classes is not None: if isinstance(self.num_classes, int): self.label_emb = nn.Embedding(num_classes, time_embed_dim) elif self.num_classes == "continuous": print("setting up linear c_adm embedding layer") self.label_emb = nn.Linear(1, time_embed_dim) else: raise ValueError() self.input_blocks = nn.ModuleList( [ TimestepEmbedSequential( conv_nd(dims, in_channels, model_channels, 3, padding=1) ) ] ) self._feature_size = model_channels input_block_chans = [model_channels] ch = model_channels ds = 1 for level, mult in enumerate(channel_mult): for nr in range(self.num_res_blocks[level]): layers = [ ResBlock( ch, time_embed_dim, dropout, out_channels=mult * model_channels, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ) ] ch = mult * model_channels if ds in attention_resolutions: if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ( ch // num_heads if use_spatial_transformer else num_head_channels ) if exists(disable_self_attentions): disabled_sa = disable_self_attentions[level] else: disabled_sa = False if ( not exists(num_attention_blocks) or nr < num_attention_blocks[level] ): layers.append( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disabled_sa, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ) self.input_blocks.append(TimestepEmbedSequential(*layers)) self._feature_size += ch input_block_chans.append(ch) if level != len(channel_mult) - 1: out_ch = ch self.input_blocks.append( TimestepEmbedSequential( ResBlock( ch, time_embed_dim, dropout, out_channels=out_ch, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, down=True, ) if resblock_updown else Downsample( ch, conv_resample, dims=dims, out_channels=out_ch ) ) ) ch = out_ch input_block_chans.append(ch) ds *= 2 self._feature_size += ch if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ch // num_heads if use_spatial_transformer else num_head_channels self.middle_block = TimestepEmbedSequential( ResBlock( ch, time_embed_dim, dropout, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ), ( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( # always uses a self-attn ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disable_middle_self_attn, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ), ResBlock( ch, time_embed_dim, dropout, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ), ) self._feature_size += ch self.output_blocks = nn.ModuleList([]) for level, mult in list(enumerate(channel_mult))[::-1]: for i in range(self.num_res_blocks[level] + 1): ich = input_block_chans.pop() layers = [ ResBlock( ch + ich, time_embed_dim, dropout, out_channels=model_channels * mult, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ) ] ch = model_channels * mult if ds in attention_resolutions: if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ( ch // num_heads if use_spatial_transformer else num_head_channels ) if exists(disable_self_attentions): disabled_sa = disable_self_attentions[level] else: disabled_sa = False if ( not exists(num_attention_blocks) or i < num_attention_blocks[level] ): layers.append( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads_upsample, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disabled_sa, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ) if level and i == self.num_res_blocks[level]: out_ch = ch layers.append( ResBlock( ch, time_embed_dim, dropout, out_channels=out_ch, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, up=True, ) if resblock_updown else Upsample(ch, conv_resample, dims=dims, out_channels=out_ch) ) ds //= 2 self.output_blocks.append(TimestepEmbedSequential(*layers)) self._feature_size += ch self.out = nn.Sequential( normalization(ch), nn.SiLU(), zero_module(conv_nd(dims, model_channels, out_channels, 3, padding=1)), ) if self.predict_codebook_ids: self.id_predictor = nn.Sequential( normalization(ch), conv_nd(dims, model_channels, n_embed, 1), ) def convert_to_fp16(self): """ Convert the torso of the model to float16. """ self.input_blocks.apply(convert_module_to_f16) self.middle_block.apply(convert_module_to_f16) self.output_blocks.apply(convert_module_to_f16) def convert_to_fp32(self): """ Convert the torso of the model to float32. """ self.input_blocks.apply(convert_module_to_f32) self.middle_block.apply(convert_module_to_f32) self.output_blocks.apply(convert_module_to_f32) def forward(self, x, timesteps=None, context=None, y=None, **kwargs): """ Apply the model to an input batch. :param x: an [N x C x ...] Tensor of inputs. :param timesteps: a 1-D batch of timesteps. :param context: conditioning plugged in via crossattn :param y: an [N] Tensor of labels, if class-conditional. :return: an [N x C x ...] Tensor of outputs. """ assert (y is not None) == ( self.num_classes is not None ), "must specify y if and only if the model is class-conditional" hs = [] t_emb = timestep_embedding(timesteps, self.model_channels, repeat_only=False) emb = self.time_embed(t_emb) if self.num_classes is not None: assert y.shape[0] == x.shape[0] emb = emb + self.label_emb(y) h = x.type(self.dtype) for module in self.input_blocks: h = module(h, emb, context) hs.append(h) h = self.middle_block(h, emb, context) for module in self.output_blocks: h = th.cat([h, hs.pop()], dim=1) h = module(h, emb, context) h = h.type(x.dtype) if self.predict_codebook_ids: return self.id_predictor(h) else: return self.out(h)
data/stable-diffusion-sdkit-2.1.5/ldm/modules/diffusionmodules/openaimodel.py
13,355
9,040
106,637
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'VpcAttachmentArgs' LOAD_CONST 'VpcAttachment' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object VpcAttachmentArgs at 0x7fab70306660, file "f.py", line 13> LOAD_CONST 'VpcAttachmentArgs' MAKE_FUNCTION LOAD_CONST 'VpcAttachmentArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME VpcAttachmentArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _VpcAttachmentState at 0x7fab822fd8a0, file "f.py", line 105> LOAD_CONST '_VpcAttachmentState' MAKE_FUNCTION LOAD_CONST '_VpcAttachmentState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _VpcAttachmentState LOAD_BUILD_CLASS LOAD_CONST <code object VpcAttachment at 0x7fab823524b0, file "f.py", line 368> LOAD_CONST 'VpcAttachment' MAKE_FUNCTION LOAD_CONST 'VpcAttachment' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME VpcAttachment LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VpcAttachmentArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('options', 'tags') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('core_network_id', 'subnet_arns', 'vpc_arn', 'options', 'tags') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab8239ab70, file "f.py", line 15> LOAD_CONST 'VpcAttachmentArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'coreNetworkId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_id at 0x7fab8239aae0, file "f.py", line 42> LOAD_CONST 'VpcAttachmentArgs.core_network_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME core_network_id LOAD_NAME core_network_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_id at 0x7fab70306390, file "f.py", line 50> LOAD_CONST 'VpcAttachmentArgs.core_network_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME core_network_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'subnetArns' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object subnet_arns at 0x7fab70306ed0, file "f.py", line 54> LOAD_CONST 'VpcAttachmentArgs.subnet_arns' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME subnet_arns LOAD_NAME subnet_arns LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object subnet_arns at 0x7fab703064b0, file "f.py", line 62> LOAD_CONST 'VpcAttachmentArgs.subnet_arns' MAKE_FUNCTION CALL_FUNCTION STORE_NAME subnet_arns LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'vpcArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vpc_arn at 0x7fab70306a50, file "f.py", line 66> LOAD_CONST 'VpcAttachmentArgs.vpc_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vpc_arn LOAD_NAME vpc_arn LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vpc_arn at 0x7fab703065d0, file "f.py", line 76> LOAD_CONST 'VpcAttachmentArgs.vpc_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vpc_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object options at 0x7fab70306b70, file "f.py", line 80> LOAD_CONST 'VpcAttachmentArgs.options' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME options LOAD_NAME options LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object options at 0x7fab70306db0, file "f.py", line 88> LOAD_CONST 'VpcAttachmentArgs.options' MAKE_FUNCTION CALL_FUNCTION STORE_NAME options LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab703068a0, file "f.py", line 92> LOAD_CONST 'VpcAttachmentArgs.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab70306270, file "f.py", line 100> LOAD_CONST 'VpcAttachmentArgs.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'core_network_id' LOAD_FAST core_network_id CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'subnet_arns' LOAD_FAST subnet_arns CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'vpc_arn' LOAD_FAST vpc_arn CALL_METHOD POP_TOP LOAD_FAST options LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'options' LOAD_FAST options CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'core_network_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'core_network_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'subnet_arns' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'subnet_arns' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vpc_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'vpc_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'options' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'options' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_VpcAttachmentState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('arn', 'attachment_policy_rule_number', 'attachment_type', 'core_network_arn', 'core_network_id', 'edge_location', 'options', 'owner_account_id', 'resource_arn', 'segment_name', 'state', 'subnet_arns', 'tags', 'tags_all', 'vpc_arn') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('arn', 'attachment_policy_rule_number', 'attachment_type', 'core_network_arn', 'core_network_id', 'edge_location', 'options', 'owner_account_id', 'resource_arn', 'segment_name', 'state', 'subnet_arns', 'tags', 'tags_all', 'vpc_arn') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70306930, file "f.py", line 107> LOAD_CONST '_VpcAttachmentState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab703066f0, file "f.py", line 182> LOAD_CONST '_VpcAttachmentState.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab70306030, file "f.py", line 190> LOAD_CONST '_VpcAttachmentState.arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'attachmentPolicyRuleNumber' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_policy_rule_number at 0x7fab70306c90, file "f.py", line 194> LOAD_CONST '_VpcAttachmentState.attachment_policy_rule_number' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME attachment_policy_rule_number LOAD_NAME attachment_policy_rule_number LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_policy_rule_number at 0x7fab82258030, file "f.py", line 202> LOAD_CONST '_VpcAttachmentState.attachment_policy_rule_number' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attachment_policy_rule_number LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'attachmentType' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_type at 0x7fab82258660, file "f.py", line 206> LOAD_CONST '_VpcAttachmentState.attachment_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME attachment_type LOAD_NAME attachment_type LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_type at 0x7fab82258150, file "f.py", line 214> LOAD_CONST '_VpcAttachmentState.attachment_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME attachment_type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'coreNetworkArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_arn at 0x7fab82258d20, file "f.py", line 218> LOAD_CONST '_VpcAttachmentState.core_network_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME core_network_arn LOAD_NAME core_network_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_arn at 0x7fab822586f0, file "f.py", line 226> LOAD_CONST '_VpcAttachmentState.core_network_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME core_network_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'coreNetworkId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_id at 0x7fab82258780, file "f.py", line 230> LOAD_CONST '_VpcAttachmentState.core_network_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME core_network_id LOAD_NAME core_network_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_id at 0x7fab82258db0, file "f.py", line 238> LOAD_CONST '_VpcAttachmentState.core_network_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME core_network_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'edgeLocation' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object edge_location at 0x7fab82258f60, file "f.py", line 242> LOAD_CONST '_VpcAttachmentState.edge_location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME edge_location LOAD_NAME edge_location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object edge_location at 0x7fab82258390, file "f.py", line 250> LOAD_CONST '_VpcAttachmentState.edge_location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME edge_location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object options at 0x7fab82258c00, file "f.py", line 254> LOAD_CONST '_VpcAttachmentState.options' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME options LOAD_NAME options LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object options at 0x7fab82258b70, file "f.py", line 262> LOAD_CONST '_VpcAttachmentState.options' MAKE_FUNCTION CALL_FUNCTION STORE_NAME options LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ownerAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab822585d0, file "f.py", line 266> LOAD_CONST '_VpcAttachmentState.owner_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME owner_account_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab822fd030, file "f.py", line 274> LOAD_CONST '_VpcAttachmentState.owner_account_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_arn at 0x7fab822fd0c0, file "f.py", line 278> LOAD_CONST '_VpcAttachmentState.resource_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_arn LOAD_NAME resource_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_arn at 0x7fab822fd150, file "f.py", line 286> LOAD_CONST '_VpcAttachmentState.resource_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'segmentName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object segment_name at 0x7fab822fd1e0, file "f.py", line 290> LOAD_CONST '_VpcAttachmentState.segment_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME segment_name LOAD_NAME segment_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object segment_name at 0x7fab822fd270, file "f.py", line 298> LOAD_CONST '_VpcAttachmentState.segment_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME segment_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab822fd300, file "f.py", line 302> LOAD_CONST '_VpcAttachmentState.state' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME state LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab822fd390, file "f.py", line 310> LOAD_CONST '_VpcAttachmentState.state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'subnetArns' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object subnet_arns at 0x7fab822fd420, file "f.py", line 314> LOAD_CONST '_VpcAttachmentState.subnet_arns' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME subnet_arns LOAD_NAME subnet_arns LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object subnet_arns at 0x7fab822fd4b0, file "f.py", line 322> LOAD_CONST '_VpcAttachmentState.subnet_arns' MAKE_FUNCTION CALL_FUNCTION STORE_NAME subnet_arns LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab822fd540, file "f.py", line 326> LOAD_CONST '_VpcAttachmentState.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab822fd5d0, file "f.py", line 334> LOAD_CONST '_VpcAttachmentState.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab822fd660, file "f.py", line 338> LOAD_CONST '_VpcAttachmentState.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME tags_all LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab822fd6f0, file "f.py", line 349> LOAD_CONST '_VpcAttachmentState.tags_all' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'vpcArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vpc_arn at 0x7fab822fd780, file "f.py", line 353> LOAD_CONST '_VpcAttachmentState.vpc_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vpc_arn LOAD_NAME vpc_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vpc_arn at 0x7fab822fd810, file "f.py", line 363> LOAD_CONST '_VpcAttachmentState.vpc_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vpc_arn LOAD_CONST None RETURN_VALUE LOAD_FAST arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'arn' LOAD_FAST arn CALL_METHOD POP_TOP LOAD_FAST attachment_policy_rule_number LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'attachment_policy_rule_number' LOAD_FAST attachment_policy_rule_number CALL_METHOD POP_TOP LOAD_FAST attachment_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'attachment_type' LOAD_FAST attachment_type CALL_METHOD POP_TOP LOAD_FAST core_network_arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'core_network_arn' LOAD_FAST core_network_arn CALL_METHOD POP_TOP LOAD_FAST core_network_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'core_network_id' LOAD_FAST core_network_id CALL_METHOD POP_TOP LOAD_FAST edge_location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'edge_location' LOAD_FAST edge_location CALL_METHOD POP_TOP LOAD_FAST options LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'options' LOAD_FAST options CALL_METHOD POP_TOP LOAD_FAST owner_account_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'owner_account_id' LOAD_FAST owner_account_id CALL_METHOD POP_TOP LOAD_FAST resource_arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'resource_arn' LOAD_FAST resource_arn CALL_METHOD POP_TOP LOAD_FAST segment_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'segment_name' LOAD_FAST segment_name CALL_METHOD POP_TOP LOAD_FAST state LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'state' LOAD_FAST state CALL_METHOD POP_TOP LOAD_FAST subnet_arns LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'subnet_arns' LOAD_FAST subnet_arns CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags_all' LOAD_FAST tags_all CALL_METHOD POP_TOP LOAD_FAST vpc_arn LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'vpc_arn' LOAD_FAST vpc_arn CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'attachment_policy_rule_number' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'attachment_policy_rule_number' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'attachment_type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'attachment_type' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'core_network_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'core_network_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'core_network_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'core_network_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'edge_location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'edge_location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'options' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'options' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'owner_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'owner_account_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'resource_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'segment_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'segment_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'state' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'state' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'subnet_arns' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'subnet_arns' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags_all' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vpc_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'vpc_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VpcAttachment' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'core_network_id', 'options', 'subnet_arns', 'tags', 'vpc_arn') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab822fd930, file "f.py", line 369> LOAD_CONST 'VpcAttachment.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME VpcAttachmentArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab822fd9c0, file "f.py", line 416> LOAD_CONST 'VpcAttachment.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab822fda50, file "f.py", line 450> LOAD_CONST 'VpcAttachment.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'core_network_id', 'options', 'subnet_arns', 'tags', 'vpc_arn') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab822fdae0, file "f.py", line 459> LOAD_CONST 'VpcAttachment._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME int BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'VpcAttachmentOptionsArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'VpcAttachment' LOAD_CONST ('resource_name', 'id', 'opts', 'arn', 'attachment_policy_rule_number', 'attachment_type', 'core_network_arn', 'core_network_id', 'edge_location', 'options', 'owner_account_id', 'resource_arn', 'segment_name', 'state', 'subnet_arns', 'tags', 'tags_all', 'vpc_arn', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab822fdb70, file "f.py", line 516> LOAD_CONST 'VpcAttachment.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab822fdc00, file "f.py", line 587> LOAD_CONST 'VpcAttachment.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'attachmentPolicyRuleNumber' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_policy_rule_number at 0x7fab822fdc90, file "f.py", line 595> LOAD_CONST 'VpcAttachment.attachment_policy_rule_number' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME attachment_policy_rule_number LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'attachmentType' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object attachment_type at 0x7fab822fdd20, file "f.py", line 603> LOAD_CONST 'VpcAttachment.attachment_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME attachment_type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'coreNetworkArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_arn at 0x7fab822fddb0, file "f.py", line 611> LOAD_CONST 'VpcAttachment.core_network_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME core_network_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'coreNetworkId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object core_network_id at 0x7fab822fde40, file "f.py", line 619> LOAD_CONST 'VpcAttachment.core_network_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME core_network_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'edgeLocation' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object edge_location at 0x7fab822fded0, file "f.py", line 627> LOAD_CONST 'VpcAttachment.edge_location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME edge_location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.VpcAttachmentOptions' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object options at 0x7fab822fdf60, file "f.py", line 635> LOAD_CONST 'VpcAttachment.options' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME options LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'ownerAccountId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object owner_account_id at 0x7fab82352030, file "f.py", line 643> LOAD_CONST 'VpcAttachment.owner_account_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME owner_account_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_arn at 0x7fab823520c0, file "f.py", line 651> LOAD_CONST 'VpcAttachment.resource_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'segmentName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object segment_name at 0x7fab82352150, file "f.py", line 659> LOAD_CONST 'VpcAttachment.segment_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME segment_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object state at 0x7fab823521e0, file "f.py", line 667> LOAD_CONST 'VpcAttachment.state' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'subnetArns' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object subnet_arns at 0x7fab82352270, file "f.py", line 675> LOAD_CONST 'VpcAttachment.subnet_arns' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME subnet_arns LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab82352300, file "f.py", line 683> LOAD_CONST 'VpcAttachment.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab82352390, file "f.py", line 691> LOAD_CONST 'VpcAttachment.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'vpcArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vpc_arn at 0x7fab82352420, file "f.py", line 702> LOAD_CONST 'VpcAttachment.vpc_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME vpc_arn LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL VpcAttachmentArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL VpcAttachmentArgs LOAD_METHOD __new__ LOAD_GLOBAL VpcAttachmentArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST core_network_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'core_network_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST core_network_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'core_network_id' STORE_SUBSCR LOAD_FAST options LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'options' STORE_SUBSCR LOAD_FAST subnet_arns LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'subnet_arns'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST subnet_arns LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'subnet_arns' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_FAST vpc_arn LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'vpc_arn'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST vpc_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'vpc_arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'attachment_policy_rule_number' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'attachment_type' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'core_network_arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'edge_location' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'owner_account_id' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'segment_name' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'state' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_CONST 'tagsAll' BUILD_LIST LOAD_CONST ('additional_secret_outputs',) CALL_FUNCTION STORE_FAST secret_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST secret_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL VpcAttachment LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'aws:networkmanager/vpcAttachment:VpcAttachment' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _VpcAttachmentState LOAD_METHOD __new__ LOAD_GLOBAL _VpcAttachmentState CALL_METHOD STORE_FAST __props__ LOAD_FAST arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_FAST attachment_policy_rule_number LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'attachment_policy_rule_number' STORE_SUBSCR LOAD_FAST attachment_type LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'attachment_type' STORE_SUBSCR LOAD_FAST core_network_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'core_network_arn' STORE_SUBSCR LOAD_FAST core_network_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'core_network_id' STORE_SUBSCR LOAD_FAST edge_location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'edge_location' STORE_SUBSCR LOAD_FAST options LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'options' STORE_SUBSCR LOAD_FAST owner_account_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'owner_account_id' STORE_SUBSCR LOAD_FAST resource_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_arn' STORE_SUBSCR LOAD_FAST segment_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'segment_name' STORE_SUBSCR LOAD_FAST state LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'state' STORE_SUBSCR LOAD_FAST subnet_arns LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'subnet_arns' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_FAST tags_all LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_FAST vpc_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'vpc_arn' STORE_SUBSCR LOAD_GLOBAL VpcAttachment LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'attachment_policy_rule_number' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'attachment_type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'core_network_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'core_network_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'edge_location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'options' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'owner_account_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'segment_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'state' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'subnet_arns' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'vpc_arn' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["VpcAttachmentArgs", "VpcAttachment"] @pulumi.input_type class VpcAttachmentArgs: def __init__( __self__, *, core_network_id: pulumi.Input[str], subnet_arns: pulumi.Input[Sequence[pulumi.Input[str]]], vpc_arn: pulumi.Input[str], options: Optional[pulumi.Input["VpcAttachmentOptionsArgs"]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None ): """ The set of arguments for constructing a VpcAttachment resource. :param pulumi.Input[str] core_network_id: The ID of a core network for the VPC attachment. :param pulumi.Input[Sequence[pulumi.Input[str]]] subnet_arns: The subnet ARN of the VPC attachment. :param pulumi.Input[str] vpc_arn: The ARN of the VPC. The following arguments are optional: :param pulumi.Input['VpcAttachmentOptionsArgs'] options: Options for the VPC attachment. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ pulumi.set(__self__, "core_network_id", core_network_id) pulumi.set(__self__, "subnet_arns", subnet_arns) pulumi.set(__self__, "vpc_arn", vpc_arn) if options is not None: pulumi.set(__self__, "options", options) if tags is not None: pulumi.set(__self__, "tags", tags) @property @pulumi.getter(name="coreNetworkId") def core_network_id(self) -> pulumi.Input[str]: """ The ID of a core network for the VPC attachment. """ return pulumi.get(self, "core_network_id") @core_network_id.setter def core_network_id(self, value: pulumi.Input[str]): pulumi.set(self, "core_network_id", value) @property @pulumi.getter(name="subnetArns") def subnet_arns(self) -> pulumi.Input[Sequence[pulumi.Input[str]]]: """ The subnet ARN of the VPC attachment. """ return pulumi.get(self, "subnet_arns") @subnet_arns.setter def subnet_arns(self, value: pulumi.Input[Sequence[pulumi.Input[str]]]): pulumi.set(self, "subnet_arns", value) @property @pulumi.getter(name="vpcArn") def vpc_arn(self) -> pulumi.Input[str]: """ The ARN of the VPC. The following arguments are optional: """ return pulumi.get(self, "vpc_arn") @vpc_arn.setter def vpc_arn(self, value: pulumi.Input[str]): pulumi.set(self, "vpc_arn", value) @property @pulumi.getter def options(self) -> Optional[pulumi.Input["VpcAttachmentOptionsArgs"]]: """ Options for the VPC attachment. """ return pulumi.get(self, "options") @options.setter def options(self, value: Optional[pulumi.Input["VpcAttachmentOptionsArgs"]]): pulumi.set(self, "options", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @pulumi.input_type class _VpcAttachmentState: def __init__( __self__, *, arn: Optional[pulumi.Input[str]] = None, attachment_policy_rule_number: Optional[pulumi.Input[int]] = None, attachment_type: Optional[pulumi.Input[str]] = None, core_network_arn: Optional[pulumi.Input[str]] = None, core_network_id: Optional[pulumi.Input[str]] = None, edge_location: Optional[pulumi.Input[str]] = None, options: Optional[pulumi.Input["VpcAttachmentOptionsArgs"]] = None, owner_account_id: Optional[pulumi.Input[str]] = None, resource_arn: Optional[pulumi.Input[str]] = None, segment_name: Optional[pulumi.Input[str]] = None, state: Optional[pulumi.Input[str]] = None, subnet_arns: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, vpc_arn: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering VpcAttachment resources. :param pulumi.Input[str] arn: The ARN of the attachment. :param pulumi.Input[int] attachment_policy_rule_number: The policy rule number associated with the attachment. :param pulumi.Input[str] attachment_type: The type of attachment. :param pulumi.Input[str] core_network_arn: The ARN of a core network. :param pulumi.Input[str] core_network_id: The ID of a core network for the VPC attachment. :param pulumi.Input[str] edge_location: The Region where the edge is located. :param pulumi.Input['VpcAttachmentOptionsArgs'] options: Options for the VPC attachment. :param pulumi.Input[str] owner_account_id: The ID of the attachment account owner. :param pulumi.Input[str] resource_arn: The attachment resource ARN. :param pulumi.Input[str] segment_name: The name of the segment attachment. :param pulumi.Input[str] state: The state of the attachment. :param pulumi.Input[Sequence[pulumi.Input[str]]] subnet_arns: The subnet ARN of the VPC attachment. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. :param pulumi.Input[str] vpc_arn: The ARN of the VPC. The following arguments are optional: """ if arn is not None: pulumi.set(__self__, "arn", arn) if attachment_policy_rule_number is not None: pulumi.set( __self__, "attachment_policy_rule_number", attachment_policy_rule_number ) if attachment_type is not None: pulumi.set(__self__, "attachment_type", attachment_type) if core_network_arn is not None: pulumi.set(__self__, "core_network_arn", core_network_arn) if core_network_id is not None: pulumi.set(__self__, "core_network_id", core_network_id) if edge_location is not None: pulumi.set(__self__, "edge_location", edge_location) if options is not None: pulumi.set(__self__, "options", options) if owner_account_id is not None: pulumi.set(__self__, "owner_account_id", owner_account_id) if resource_arn is not None: pulumi.set(__self__, "resource_arn", resource_arn) if segment_name is not None: pulumi.set(__self__, "segment_name", segment_name) if state is not None: pulumi.set(__self__, "state", state) if subnet_arns is not None: pulumi.set(__self__, "subnet_arns", subnet_arns) if tags is not None: pulumi.set(__self__, "tags", tags) if tags_all is not None: warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") if tags_all is not None: pulumi.set(__self__, "tags_all", tags_all) if vpc_arn is not None: pulumi.set(__self__, "vpc_arn", vpc_arn) @property @pulumi.getter def arn(self) -> Optional[pulumi.Input[str]]: """ The ARN of the attachment. """ return pulumi.get(self, "arn") @arn.setter def arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "arn", value) @property @pulumi.getter(name="attachmentPolicyRuleNumber") def attachment_policy_rule_number(self) -> Optional[pulumi.Input[int]]: """ The policy rule number associated with the attachment. """ return pulumi.get(self, "attachment_policy_rule_number") @attachment_policy_rule_number.setter def attachment_policy_rule_number(self, value: Optional[pulumi.Input[int]]): pulumi.set(self, "attachment_policy_rule_number", value) @property @pulumi.getter(name="attachmentType") def attachment_type(self) -> Optional[pulumi.Input[str]]: """ The type of attachment. """ return pulumi.get(self, "attachment_type") @attachment_type.setter def attachment_type(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "attachment_type", value) @property @pulumi.getter(name="coreNetworkArn") def core_network_arn(self) -> Optional[pulumi.Input[str]]: """ The ARN of a core network. """ return pulumi.get(self, "core_network_arn") @core_network_arn.setter def core_network_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "core_network_arn", value) @property @pulumi.getter(name="coreNetworkId") def core_network_id(self) -> Optional[pulumi.Input[str]]: """ The ID of a core network for the VPC attachment. """ return pulumi.get(self, "core_network_id") @core_network_id.setter def core_network_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "core_network_id", value) @property @pulumi.getter(name="edgeLocation") def edge_location(self) -> Optional[pulumi.Input[str]]: """ The Region where the edge is located. """ return pulumi.get(self, "edge_location") @edge_location.setter def edge_location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "edge_location", value) @property @pulumi.getter def options(self) -> Optional[pulumi.Input["VpcAttachmentOptionsArgs"]]: """ Options for the VPC attachment. """ return pulumi.get(self, "options") @options.setter def options(self, value: Optional[pulumi.Input["VpcAttachmentOptionsArgs"]]): pulumi.set(self, "options", value) @property @pulumi.getter(name="ownerAccountId") def owner_account_id(self) -> Optional[pulumi.Input[str]]: """ The ID of the attachment account owner. """ return pulumi.get(self, "owner_account_id") @owner_account_id.setter def owner_account_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "owner_account_id", value) @property @pulumi.getter(name="resourceArn") def resource_arn(self) -> Optional[pulumi.Input[str]]: """ The attachment resource ARN. """ return pulumi.get(self, "resource_arn") @resource_arn.setter def resource_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "resource_arn", value) @property @pulumi.getter(name="segmentName") def segment_name(self) -> Optional[pulumi.Input[str]]: """ The name of the segment attachment. """ return pulumi.get(self, "segment_name") @segment_name.setter def segment_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "segment_name", value) @property @pulumi.getter def state(self) -> Optional[pulumi.Input[str]]: """ The state of the attachment. """ return pulumi.get(self, "state") @state.setter def state(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "state", value) @property @pulumi.getter(name="subnetArns") def subnet_arns(self) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: """ The subnet ARN of the VPC attachment. """ return pulumi.get(self, "subnet_arns") @subnet_arns.setter def subnet_arns(self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]): pulumi.set(self, "subnet_arns", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @property @pulumi.getter(name="tagsAll") def tags_all(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all") @tags_all.setter def tags_all(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags_all", value) @property @pulumi.getter(name="vpcArn") def vpc_arn(self) -> Optional[pulumi.Input[str]]: """ The ARN of the VPC. The following arguments are optional: """ return pulumi.get(self, "vpc_arn") @vpc_arn.setter def vpc_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "vpc_arn", value) class VpcAttachment(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, core_network_id: Optional[pulumi.Input[str]] = None, options: Optional[ pulumi.Input[pulumi.InputType["VpcAttachmentOptionsArgs"]] ] = None, subnet_arns: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, vpc_arn: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Resource for managing an AWS Network Manager VPC Attachment. ```python import pulumi import pulumi_aws as aws example = aws.networkmanager.VpcAttachment("example", subnet_arns=[aws_subnet["example"]["arn"]], core_network_id=awscc_networkmanager_core_network["example"]["id"], vpc_arn=aws_vpc["example"]["arn"]) ``` Using `pulumi import`, import `aws_networkmanager_vpc_attachment` using the attachment ID. For example: ```sh $ pulumi import aws:networkmanager/vpcAttachment:VpcAttachment example attachment-0f8fa60d2238d1bd8 ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] core_network_id: The ID of a core network for the VPC attachment. :param pulumi.Input[pulumi.InputType['VpcAttachmentOptionsArgs']] options: Options for the VPC attachment. :param pulumi.Input[Sequence[pulumi.Input[str]]] subnet_arns: The subnet ARN of the VPC attachment. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[str] vpc_arn: The ARN of the VPC. The following arguments are optional: """ ... @overload def __init__( __self__, resource_name: str, args: VpcAttachmentArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Resource for managing an AWS Network Manager VPC Attachment. ```python import pulumi import pulumi_aws as aws example = aws.networkmanager.VpcAttachment("example", subnet_arns=[aws_subnet["example"]["arn"]], core_network_id=awscc_networkmanager_core_network["example"]["id"], vpc_arn=aws_vpc["example"]["arn"]) ``` Using `pulumi import`, import `aws_networkmanager_vpc_attachment` using the attachment ID. For example: ```sh $ pulumi import aws:networkmanager/vpcAttachment:VpcAttachment example attachment-0f8fa60d2238d1bd8 ``` :param str resource_name: The name of the resource. :param VpcAttachmentArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( VpcAttachmentArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, core_network_id: Optional[pulumi.Input[str]] = None, options: Optional[ pulumi.Input[pulumi.InputType["VpcAttachmentOptionsArgs"]] ] = None, subnet_arns: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, vpc_arn: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = VpcAttachmentArgs.__new__(VpcAttachmentArgs) if core_network_id is None and not opts.urn: raise TypeError("Missing required property 'core_network_id'") __props__.__dict__["core_network_id"] = core_network_id __props__.__dict__["options"] = options if subnet_arns is None and not opts.urn: raise TypeError("Missing required property 'subnet_arns'") __props__.__dict__["subnet_arns"] = subnet_arns __props__.__dict__["tags"] = tags if vpc_arn is None and not opts.urn: raise TypeError("Missing required property 'vpc_arn'") __props__.__dict__["vpc_arn"] = vpc_arn __props__.__dict__["arn"] = None __props__.__dict__["attachment_policy_rule_number"] = None __props__.__dict__["attachment_type"] = None __props__.__dict__["core_network_arn"] = None __props__.__dict__["edge_location"] = None __props__.__dict__["owner_account_id"] = None __props__.__dict__["resource_arn"] = None __props__.__dict__["segment_name"] = None __props__.__dict__["state"] = None __props__.__dict__["tags_all"] = None secret_opts = pulumi.ResourceOptions(additional_secret_outputs=["tagsAll"]) opts = pulumi.ResourceOptions.merge(opts, secret_opts) super(VpcAttachment, __self__).__init__( "aws:networkmanager/vpcAttachment:VpcAttachment", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, arn: Optional[pulumi.Input[str]] = None, attachment_policy_rule_number: Optional[pulumi.Input[int]] = None, attachment_type: Optional[pulumi.Input[str]] = None, core_network_arn: Optional[pulumi.Input[str]] = None, core_network_id: Optional[pulumi.Input[str]] = None, edge_location: Optional[pulumi.Input[str]] = None, options: Optional[ pulumi.Input[pulumi.InputType["VpcAttachmentOptionsArgs"]] ] = None, owner_account_id: Optional[pulumi.Input[str]] = None, resource_arn: Optional[pulumi.Input[str]] = None, segment_name: Optional[pulumi.Input[str]] = None, state: Optional[pulumi.Input[str]] = None, subnet_arns: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, vpc_arn: Optional[pulumi.Input[str]] = None, ) -> "VpcAttachment": """ Get an existing VpcAttachment resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] arn: The ARN of the attachment. :param pulumi.Input[int] attachment_policy_rule_number: The policy rule number associated with the attachment. :param pulumi.Input[str] attachment_type: The type of attachment. :param pulumi.Input[str] core_network_arn: The ARN of a core network. :param pulumi.Input[str] core_network_id: The ID of a core network for the VPC attachment. :param pulumi.Input[str] edge_location: The Region where the edge is located. :param pulumi.Input[pulumi.InputType['VpcAttachmentOptionsArgs']] options: Options for the VPC attachment. :param pulumi.Input[str] owner_account_id: The ID of the attachment account owner. :param pulumi.Input[str] resource_arn: The attachment resource ARN. :param pulumi.Input[str] segment_name: The name of the segment attachment. :param pulumi.Input[str] state: The state of the attachment. :param pulumi.Input[Sequence[pulumi.Input[str]]] subnet_arns: The subnet ARN of the VPC attachment. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. :param pulumi.Input[str] vpc_arn: The ARN of the VPC. The following arguments are optional: """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _VpcAttachmentState.__new__(_VpcAttachmentState) __props__.__dict__["arn"] = arn __props__.__dict__[ "attachment_policy_rule_number" ] = attachment_policy_rule_number __props__.__dict__["attachment_type"] = attachment_type __props__.__dict__["core_network_arn"] = core_network_arn __props__.__dict__["core_network_id"] = core_network_id __props__.__dict__["edge_location"] = edge_location __props__.__dict__["options"] = options __props__.__dict__["owner_account_id"] = owner_account_id __props__.__dict__["resource_arn"] = resource_arn __props__.__dict__["segment_name"] = segment_name __props__.__dict__["state"] = state __props__.__dict__["subnet_arns"] = subnet_arns __props__.__dict__["tags"] = tags __props__.__dict__["tags_all"] = tags_all __props__.__dict__["vpc_arn"] = vpc_arn return VpcAttachment(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def arn(self) -> pulumi.Output[str]: """ The ARN of the attachment. """ return pulumi.get(self, "arn") @property @pulumi.getter(name="attachmentPolicyRuleNumber") def attachment_policy_rule_number(self) -> pulumi.Output[int]: """ The policy rule number associated with the attachment. """ return pulumi.get(self, "attachment_policy_rule_number") @property @pulumi.getter(name="attachmentType") def attachment_type(self) -> pulumi.Output[str]: """ The type of attachment. """ return pulumi.get(self, "attachment_type") @property @pulumi.getter(name="coreNetworkArn") def core_network_arn(self) -> pulumi.Output[str]: """ The ARN of a core network. """ return pulumi.get(self, "core_network_arn") @property @pulumi.getter(name="coreNetworkId") def core_network_id(self) -> pulumi.Output[str]: """ The ID of a core network for the VPC attachment. """ return pulumi.get(self, "core_network_id") @property @pulumi.getter(name="edgeLocation") def edge_location(self) -> pulumi.Output[str]: """ The Region where the edge is located. """ return pulumi.get(self, "edge_location") @property @pulumi.getter def options(self) -> pulumi.Output[Optional["outputs.VpcAttachmentOptions"]]: """ Options for the VPC attachment. """ return pulumi.get(self, "options") @property @pulumi.getter(name="ownerAccountId") def owner_account_id(self) -> pulumi.Output[str]: """ The ID of the attachment account owner. """ return pulumi.get(self, "owner_account_id") @property @pulumi.getter(name="resourceArn") def resource_arn(self) -> pulumi.Output[str]: """ The attachment resource ARN. """ return pulumi.get(self, "resource_arn") @property @pulumi.getter(name="segmentName") def segment_name(self) -> pulumi.Output[str]: """ The name of the segment attachment. """ return pulumi.get(self, "segment_name") @property @pulumi.getter def state(self) -> pulumi.Output[str]: """ The state of the attachment. """ return pulumi.get(self, "state") @property @pulumi.getter(name="subnetArns") def subnet_arns(self) -> pulumi.Output[Sequence[str]]: """ The subnet ARN of the VPC attachment. """ return pulumi.get(self, "subnet_arns") @property @pulumi.getter def tags(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ Key-value tags for the attachment. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @property @pulumi.getter(name="tagsAll") def tags_all(self) -> pulumi.Output[Mapping[str, str]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all") @property @pulumi.getter(name="vpcArn") def vpc_arn(self) -> pulumi.Output[str]: """ The ARN of the VPC. The following arguments are optional: """ return pulumi.get(self, "vpc_arn")
data/pulumi_aws-6.22.2/pulumi_aws/networkmanager/vpc_attachment.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME base64 STORE_NAME base64 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME mlflow STORE_NAME mlflow LOAD_CONST 0 LOAD_CONST ('Run',) IMPORT_NAME mlflow.entities IMPORT_FROM Run STORE_NAME Run POP_TOP LOAD_CONST 0 LOAD_CONST ('MlflowException',) IMPORT_NAME mlflow.exceptions IMPORT_FROM MlflowException STORE_NAME MlflowException POP_TOP LOAD_CONST 0 LOAD_CONST ('MODEL_VERSION_OPERATION_READ_WRITE', 'CreateModelVersionRequest', 'CreateModelVersionResponse', 'CreateRegisteredModelRequest', 'CreateRegisteredModelResponse', 'DeleteModelVersionRequest', 'DeleteModelVersionResponse', 'DeleteModelVersionTagRequest', 'DeleteModelVersionTagResponse', 'DeleteRegisteredModelAliasRequest', 'DeleteRegisteredModelAliasResponse', 'DeleteRegisteredModelRequest', 'DeleteRegisteredModelResponse', 'DeleteRegisteredModelTagRequest', 'DeleteRegisteredModelTagResponse', 'Entity', 'FinalizeModelVersionRequest', 'FinalizeModelVersionResponse', 'GenerateTemporaryModelVersionCredentialsRequest', 'GenerateTemporaryModelVersionCredentialsResponse', 'GetModelVersionByAliasRequest', 'GetModelVersionByAliasResponse', 'GetModelVersionDownloadUriRequest', 'GetModelVersionDownloadUriResponse', 'GetModelVersionRequest', 'GetModelVersionResponse', 'GetRegisteredModelRequest', 'GetRegisteredModelResponse', 'Job', 'LineageHeaderInfo', 'Notebook', 'SearchModelVersionsRequest', 'SearchModelVersionsResponse', 'SearchRegisteredModelsRequest', 'SearchRegisteredModelsResponse', 'SetModelVersionTagRequest', 'SetModelVersionTagResponse', 'SetRegisteredModelAliasRequest', 'SetRegisteredModelAliasResponse', 'SetRegisteredModelTagRequest', 'SetRegisteredModelTagResponse', 'TemporaryCredentials', 'UpdateModelVersionRequest', 'UpdateModelVersionResponse', 'UpdateRegisteredModelRequest', 'UpdateRegisteredModelResponse') IMPORT_NAME mlflow.protos.databricks_uc_registry_messages_pb2 IMPORT_FROM MODEL_VERSION_OPERATION_READ_WRITE STORE_NAME MODEL_VERSION_OPERATION_READ_WRITE IMPORT_FROM CreateModelVersionRequest STORE_NAME CreateModelVersionRequest IMPORT_FROM CreateModelVersionResponse STORE_NAME CreateModelVersionResponse IMPORT_FROM CreateRegisteredModelRequest STORE_NAME CreateRegisteredModelRequest IMPORT_FROM CreateRegisteredModelResponse STORE_NAME CreateRegisteredModelResponse IMPORT_FROM DeleteModelVersionRequest STORE_NAME DeleteModelVersionRequest IMPORT_FROM DeleteModelVersionResponse STORE_NAME DeleteModelVersionResponse IMPORT_FROM DeleteModelVersionTagRequest STORE_NAME DeleteModelVersionTagRequest IMPORT_FROM DeleteModelVersionTagResponse STORE_NAME DeleteModelVersionTagResponse IMPORT_FROM DeleteRegisteredModelAliasRequest STORE_NAME DeleteRegisteredModelAliasRequest IMPORT_FROM DeleteRegisteredModelAliasResponse STORE_NAME DeleteRegisteredModelAliasResponse IMPORT_FROM DeleteRegisteredModelRequest STORE_NAME DeleteRegisteredModelRequest IMPORT_FROM DeleteRegisteredModelResponse STORE_NAME DeleteRegisteredModelResponse IMPORT_FROM DeleteRegisteredModelTagRequest STORE_NAME DeleteRegisteredModelTagRequest IMPORT_FROM DeleteRegisteredModelTagResponse STORE_NAME DeleteRegisteredModelTagResponse IMPORT_FROM Entity STORE_NAME Entity IMPORT_FROM FinalizeModelVersionRequest STORE_NAME FinalizeModelVersionRequest IMPORT_FROM FinalizeModelVersionResponse STORE_NAME FinalizeModelVersionResponse IMPORT_FROM GenerateTemporaryModelVersionCredentialsRequest STORE_NAME GenerateTemporaryModelVersionCredentialsRequest IMPORT_FROM GenerateTemporaryModelVersionCredentialsResponse STORE_NAME GenerateTemporaryModelVersionCredentialsResponse IMPORT_FROM GetModelVersionByAliasRequest STORE_NAME GetModelVersionByAliasRequest IMPORT_FROM GetModelVersionByAliasResponse STORE_NAME GetModelVersionByAliasResponse IMPORT_FROM GetModelVersionDownloadUriRequest STORE_NAME GetModelVersionDownloadUriRequest IMPORT_FROM GetModelVersionDownloadUriResponse STORE_NAME GetModelVersionDownloadUriResponse IMPORT_FROM GetModelVersionRequest STORE_NAME GetModelVersionRequest IMPORT_FROM GetModelVersionResponse STORE_NAME GetModelVersionResponse IMPORT_FROM GetRegisteredModelRequest STORE_NAME GetRegisteredModelRequest IMPORT_FROM GetRegisteredModelResponse STORE_NAME GetRegisteredModelResponse IMPORT_FROM Job STORE_NAME Job IMPORT_FROM LineageHeaderInfo STORE_NAME LineageHeaderInfo IMPORT_FROM Notebook STORE_NAME Notebook IMPORT_FROM SearchModelVersionsRequest STORE_NAME SearchModelVersionsRequest IMPORT_FROM SearchModelVersionsResponse STORE_NAME SearchModelVersionsResponse IMPORT_FROM SearchRegisteredModelsRequest STORE_NAME SearchRegisteredModelsRequest IMPORT_FROM SearchRegisteredModelsResponse STORE_NAME SearchRegisteredModelsResponse IMPORT_FROM SetModelVersionTagRequest STORE_NAME SetModelVersionTagRequest IMPORT_FROM SetModelVersionTagResponse STORE_NAME SetModelVersionTagResponse IMPORT_FROM SetRegisteredModelAliasRequest STORE_NAME SetRegisteredModelAliasRequest IMPORT_FROM SetRegisteredModelAliasResponse STORE_NAME SetRegisteredModelAliasResponse IMPORT_FROM SetRegisteredModelTagRequest STORE_NAME SetRegisteredModelTagRequest IMPORT_FROM SetRegisteredModelTagResponse STORE_NAME SetRegisteredModelTagResponse IMPORT_FROM TemporaryCredentials STORE_NAME TemporaryCredentials IMPORT_FROM UpdateModelVersionRequest STORE_NAME UpdateModelVersionRequest IMPORT_FROM UpdateModelVersionResponse STORE_NAME UpdateModelVersionResponse IMPORT_FROM UpdateRegisteredModelRequest STORE_NAME UpdateRegisteredModelRequest IMPORT_FROM UpdateRegisteredModelResponse STORE_NAME UpdateRegisteredModelResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('UcModelRegistryService',) IMPORT_NAME mlflow.protos.databricks_uc_registry_service_pb2 IMPORT_FROM UcModelRegistryService STORE_NAME UcModelRegistryService POP_TOP LOAD_CONST 0 LOAD_CONST ('GetRun', 'MlflowService') IMPORT_NAME mlflow.protos.service_pb2 IMPORT_FROM GetRun STORE_NAME GetRun IMPORT_FROM MlflowService STORE_NAME MlflowService POP_TOP LOAD_CONST 0 LOAD_CONST ('get_artifact_repo_from_storage_info', 'get_full_name_from_sc', 'model_version_from_uc_proto', 'registered_model_from_uc_proto', 'uc_model_version_tag_from_mlflow_tags', 'uc_registered_model_tag_from_mlflow_tags') IMPORT_NAME mlflow.store._unity_catalog.registry.utils IMPORT_FROM get_artifact_repo_from_storage_info STORE_NAME get_artifact_repo_from_storage_info IMPORT_FROM get_full_name_from_sc STORE_NAME get_full_name_from_sc IMPORT_FROM model_version_from_uc_proto STORE_NAME model_version_from_uc_proto IMPORT_FROM registered_model_from_uc_proto STORE_NAME registered_model_from_uc_proto IMPORT_FROM uc_model_version_tag_from_mlflow_tags STORE_NAME uc_model_version_tag_from_mlflow_tags IMPORT_FROM uc_registered_model_tag_from_mlflow_tags STORE_NAME uc_registered_model_tag_from_mlflow_tags POP_TOP LOAD_CONST 0 LOAD_CONST ('PagedList',) IMPORT_NAME mlflow.store.entities.paged_list IMPORT_FROM PagedList STORE_NAME PagedList POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseRestStore',) IMPORT_NAME mlflow.store.model_registry.rest_store IMPORT_FROM BaseRestStore STORE_NAME BaseRestStore POP_TOP LOAD_CONST 0 LOAD_CONST ('_get_active_spark_session',) IMPORT_NAME mlflow.utils._spark_utils IMPORT_FROM _get_active_spark_session STORE_NAME _get_active_spark_session POP_TOP LOAD_CONST 0 LOAD_CONST ('experimental',) IMPORT_NAME mlflow.utils.annotations IMPORT_FROM experimental STORE_NAME experimental POP_TOP LOAD_CONST 0 LOAD_CONST ('get_databricks_host_creds', 'is_databricks_uri') IMPORT_NAME mlflow.utils.databricks_utils IMPORT_FROM get_databricks_host_creds STORE_NAME get_databricks_host_creds IMPORT_FROM is_databricks_uri STORE_NAME is_databricks_uri POP_TOP LOAD_CONST 0 LOAD_CONST ('MLFLOW_DATABRICKS_JOB_ID', 'MLFLOW_DATABRICKS_JOB_RUN_ID', 'MLFLOW_DATABRICKS_NOTEBOOK_ID') IMPORT_NAME mlflow.utils.mlflow_tags IMPORT_FROM MLFLOW_DATABRICKS_JOB_ID STORE_NAME MLFLOW_DATABRICKS_JOB_ID IMPORT_FROM MLFLOW_DATABRICKS_JOB_RUN_ID STORE_NAME MLFLOW_DATABRICKS_JOB_RUN_ID IMPORT_FROM MLFLOW_DATABRICKS_NOTEBOOK_ID STORE_NAME MLFLOW_DATABRICKS_NOTEBOOK_ID POP_TOP LOAD_CONST 0 LOAD_CONST ('message_to_json', 'parse_dict') IMPORT_NAME mlflow.utils.proto_json_utils IMPORT_FROM message_to_json STORE_NAME message_to_json IMPORT_FROM parse_dict STORE_NAME parse_dict POP_TOP LOAD_CONST 0 LOAD_CONST ('_REST_API_PATH_PREFIX', 'extract_all_api_info_for_service', 'extract_api_info_for_service', 'http_request', 'verify_rest_response') IMPORT_NAME mlflow.utils.rest_utils IMPORT_FROM _REST_API_PATH_PREFIX STORE_NAME _REST_API_PATH_PREFIX IMPORT_FROM extract_all_api_info_for_service STORE_NAME extract_all_api_info_for_service IMPORT_FROM extract_api_info_for_service STORE_NAME extract_api_info_for_service IMPORT_FROM http_request STORE_NAME http_request IMPORT_FROM verify_rest_response STORE_NAME verify_rest_response POP_TOP LOAD_CONST 'x-databricks-org-id' STORE_NAME _DATABRICKS_ORG_ID_HEADER LOAD_CONST 'X-Databricks-Lineage-Identifier' STORE_NAME _DATABRICKS_LINEAGE_ID_HEADER LOAD_NAME extract_api_info_for_service LOAD_NAME MlflowService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _TRACKING_METHOD_TO_INFO LOAD_NAME extract_api_info_for_service LOAD_NAME UcModelRegistryService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _METHOD_TO_INFO LOAD_NAME extract_all_api_info_for_service LOAD_NAME UcModelRegistryService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _METHOD_TO_ALL_INFO LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME _logger LOAD_CONST (None, None) LOAD_CONST <code object _require_arg_unspecified at 0x7fab82271c90, file "f.py", line 103> LOAD_CONST '_require_arg_unspecified' MAKE_FUNCTION STORE_NAME _require_arg_unspecified LOAD_CONST (None,) LOAD_CONST <code object _raise_unsupported_arg at 0x7fab82271030, file "f.py", line 109> LOAD_CONST '_raise_unsupported_arg' MAKE_FUNCTION STORE_NAME _raise_unsupported_arg LOAD_CONST (None,) LOAD_CONST <code object _raise_unsupported_method at 0x7fab82271390, file "f.py", line 118> LOAD_CONST '_raise_unsupported_method' MAKE_FUNCTION STORE_NAME _raise_unsupported_method LOAD_CONST <code object _load_model at 0x7fab822714b0, file "f.py", line 127> LOAD_CONST '_load_model' MAKE_FUNCTION STORE_NAME _load_model LOAD_CONST <code object get_feature_dependencies at 0x7fab82271b70, file "f.py", line 142> LOAD_CONST 'get_feature_dependencies' MAKE_FUNCTION STORE_NAME get_feature_dependencies LOAD_NAME experimental LOAD_BUILD_CLASS LOAD_CONST <code object UcModelRegistryStore at 0x7fab8002f1e0, file "f.py", line 160> LOAD_CONST 'UcModelRegistryStore' MAKE_FUNCTION LOAD_CONST 'UcModelRegistryStore' LOAD_NAME BaseRestStore CALL_FUNCTION CALL_FUNCTION STORE_NAME UcModelRegistryStore LOAD_CONST None RETURN_VALUE LOAD_FAST default_values LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None BUILD_LIST JUMP_FORWARD to 16 LOAD_FAST default_values STORE_FAST default_values LOAD_FAST arg_value LOAD_FAST default_values COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL _raise_unsupported_arg LOAD_FAST arg_name LOAD_FAST message CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST "Argument '" LOAD_FAST arg_name FORMAT_VALUE LOAD_CONST "' is unsupported for models in the Unity Catalog." BUILD_STRING BUILD_LIST STORE_FAST messages LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST messages LOAD_METHOD append LOAD_FAST message CALL_METHOD POP_TOP LOAD_GLOBAL MlflowException LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST messages CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST "Method '" LOAD_FAST method FORMAT_VALUE LOAD_CONST "' is unsupported for models in the Unity Catalog." BUILD_STRING BUILD_LIST STORE_FAST messages LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST messages LOAD_METHOD append LOAD_FAST message CALL_METHOD POP_TOP LOAD_GLOBAL MlflowException LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST messages CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('Model',) IMPORT_NAME mlflow.models.model IMPORT_FROM Model STORE_FAST Model POP_TOP SETUP_EXCEPT to 24 LOAD_FAST Model LOAD_METHOD load LOAD_FAST local_model_dir CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 54 LOAD_GLOBAL MlflowException LOAD_CONST 'Unable to load model metadata. Ensure the source path of the model being registered points to a valid MLflow model directory (see https://mlflow.org/docs/latest/models.html#storage-format) containing a model signature (https://mlflow.org/docs/latest/models.html#model-signature) specifying both input and output type specifications.' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 68 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _load_model LOAD_FAST model_dir CALL_FUNCTION STORE_FAST model LOAD_FAST model LOAD_METHOD get_model_info CALL_METHOD STORE_FAST model_info LOAD_FAST model_info LOAD_ATTR flavors LOAD_METHOD get LOAD_CONST 'python_function' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'loader_module' CALL_METHOD LOAD_GLOBAL mlflow LOAD_ATTR models LOAD_ATTR model LOAD_ATTR _DATABRICKS_FS_LOADER_MODULE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'This model was packaged by Databricks Feature Store and can only be registered on a Databricks cluster.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST '' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UcModelRegistryStore' STORE_NAME __qualname__ LOAD_CONST "\n Client for a remote model registry server accessed via REST API calls\n\n :param store_uri: URI with scheme 'databricks-uc'\n :param tracking_uri: URI of the Databricks MLflow tracking server from which to fetch\n run info and download run artifacts, when creating new model\n versions from source artifacts logged to an MLflow run.\n " STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82271150, file "f.py", line 171> LOAD_CONST 'UcModelRegistryStore.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_response_from_method at 0x7fab82271420, file "f.py", line 184> LOAD_CONST 'UcModelRegistryStore._get_response_from_method' MAKE_FUNCTION STORE_NAME _get_response_from_method LOAD_CONST <code object _get_endpoint_from_method at 0x7fab822716f0, file "f.py", line 210> LOAD_CONST 'UcModelRegistryStore._get_endpoint_from_method' MAKE_FUNCTION STORE_NAME _get_endpoint_from_method LOAD_CONST <code object _get_all_endpoints_from_method at 0x7fab82271810, file "f.py", line 213> LOAD_CONST 'UcModelRegistryStore._get_all_endpoints_from_method' MAKE_FUNCTION STORE_NAME _get_all_endpoints_from_method LOAD_CONST (None, None) LOAD_CONST <code object create_registered_model at 0x7fab822719c0, file "f.py", line 216> LOAD_CONST 'UcModelRegistryStore.create_registered_model' MAKE_FUNCTION STORE_NAME create_registered_model LOAD_CONST <code object update_registered_model at 0x7fab82271ae0, file "f.py", line 238> LOAD_CONST 'UcModelRegistryStore.update_registered_model' MAKE_FUNCTION STORE_NAME update_registered_model LOAD_CONST <code object rename_registered_model at 0x7fab82271a50, file "f.py", line 253> LOAD_CONST 'UcModelRegistryStore.rename_registered_model' MAKE_FUNCTION STORE_NAME rename_registered_model LOAD_CONST <code object delete_registered_model at 0x7fab82271c00, file "f.py", line 266> LOAD_CONST 'UcModelRegistryStore.delete_registered_model' MAKE_FUNCTION STORE_NAME delete_registered_model LOAD_CONST (None, None, None, None) LOAD_CONST <code object search_registered_models at 0x7fab82271300, file "f.py", line 278> LOAD_CONST 'UcModelRegistryStore.search_registered_models' MAKE_FUNCTION STORE_NAME search_registered_models LOAD_CONST <code object get_registered_model at 0x7fab82271f60, file "f.py", line 309> LOAD_CONST 'UcModelRegistryStore.get_registered_model' MAKE_FUNCTION STORE_NAME get_registered_model LOAD_CONST (None,) LOAD_CONST <code object get_latest_versions at 0x7fab82271e40, file "f.py", line 321> LOAD_CONST 'UcModelRegistryStore.get_latest_versions' MAKE_FUNCTION STORE_NAME get_latest_versions LOAD_CONST <code object set_registered_model_tag at 0x7fab82271db0, file "f.py", line 342> LOAD_CONST 'UcModelRegistryStore.set_registered_model_tag' MAKE_FUNCTION STORE_NAME set_registered_model_tag LOAD_CONST <code object delete_registered_model_tag at 0x7fab82271270, file "f.py", line 356> LOAD_CONST 'UcModelRegistryStore.delete_registered_model_tag' MAKE_FUNCTION STORE_NAME delete_registered_model_tag LOAD_CONST <code object _finalize_model_version at 0x7fab822711e0, file "f.py", line 370> LOAD_CONST 'UcModelRegistryStore._finalize_model_version' MAKE_FUNCTION STORE_NAME _finalize_model_version LOAD_NAME TemporaryCredentials LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_temporary_model_version_write_credentials at 0x7fab5429d150, file "f.py", line 383> LOAD_CONST 'UcModelRegistryStore._get_temporary_model_version_write_credentials' MAKE_FUNCTION STORE_NAME _get_temporary_model_version_write_credentials LOAD_CONST <code object _get_run_and_headers at 0x7fab5429df60, file "f.py", line 402> LOAD_CONST 'UcModelRegistryStore._get_run_and_headers' MAKE_FUNCTION STORE_NAME _get_run_and_headers LOAD_CONST <code object _get_workspace_id at 0x7fab5429d1e0, file "f.py", line 429> LOAD_CONST 'UcModelRegistryStore._get_workspace_id' MAKE_FUNCTION STORE_NAME _get_workspace_id LOAD_CONST <code object _get_notebook_id at 0x7fab5429d660, file "f.py", line 438> LOAD_CONST 'UcModelRegistryStore._get_notebook_id' MAKE_FUNCTION STORE_NAME _get_notebook_id LOAD_CONST <code object _get_job_id at 0x7fab5429d420, file "f.py", line 443> LOAD_CONST 'UcModelRegistryStore._get_job_id' MAKE_FUNCTION STORE_NAME _get_job_id LOAD_CONST <code object _get_job_run_id at 0x7fab5429d4b0, file "f.py", line 448> LOAD_CONST 'UcModelRegistryStore._get_job_run_id' MAKE_FUNCTION STORE_NAME _get_job_run_id LOAD_CONST <code object _validate_model_signature at 0x7fab5429d780, file "f.py", line 453> LOAD_CONST 'UcModelRegistryStore._validate_model_signature' MAKE_FUNCTION STORE_NAME _validate_model_signature LOAD_NAME contextmanager LOAD_CONST <code object _local_model_dir at 0x7fab5429dc90, file "f.py", line 484> LOAD_CONST 'UcModelRegistryStore._local_model_dir' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _local_model_dir LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object create_model_version at 0x7fab5429dd20, file "f.py", line 504> LOAD_CONST 'UcModelRegistryStore.create_model_version' MAKE_FUNCTION STORE_NAME create_model_version LOAD_CONST <code object transition_model_version_stage at 0x7fab5429dae0, file "f.py", line 578> LOAD_CONST 'UcModelRegistryStore.transition_model_version_stage' MAKE_FUNCTION STORE_NAME transition_model_version_stage LOAD_CONST <code object update_model_version at 0x7fab5429ded0, file "f.py", line 601> LOAD_CONST 'UcModelRegistryStore.update_model_version' MAKE_FUNCTION STORE_NAME update_model_version LOAD_CONST <code object delete_model_version at 0x7fab5429d6f0, file "f.py", line 619> LOAD_CONST 'UcModelRegistryStore.delete_model_version' MAKE_FUNCTION STORE_NAME delete_model_version LOAD_CONST <code object get_model_version at 0x7fab5429dc00, file "f.py", line 633> LOAD_CONST 'UcModelRegistryStore.get_model_version' MAKE_FUNCTION STORE_NAME get_model_version LOAD_CONST <code object get_model_version_download_uri at 0x7fab5429d8a0, file "f.py", line 648> LOAD_CONST 'UcModelRegistryStore.get_model_version_download_uri' MAKE_FUNCTION STORE_NAME get_model_version_download_uri LOAD_CONST (None, None, None, None) LOAD_CONST <code object search_model_versions at 0x7fab8002f540, file "f.py", line 667> LOAD_CONST 'UcModelRegistryStore.search_model_versions' MAKE_FUNCTION STORE_NAME search_model_versions LOAD_CONST <code object set_model_version_tag at 0x7fab8002fe40, file "f.py", line 697> LOAD_CONST 'UcModelRegistryStore.set_model_version_tag' MAKE_FUNCTION STORE_NAME set_model_version_tag LOAD_CONST <code object delete_model_version_tag at 0x7fab8002f9c0, file "f.py", line 713> LOAD_CONST 'UcModelRegistryStore.delete_model_version_tag' MAKE_FUNCTION STORE_NAME delete_model_version_tag LOAD_CONST <code object set_registered_model_alias at 0x7fab8002fc90, file "f.py", line 727> LOAD_CONST 'UcModelRegistryStore.set_registered_model_alias' MAKE_FUNCTION STORE_NAME set_registered_model_alias LOAD_CONST <code object delete_registered_model_alias at 0x7fab8002fa50, file "f.py", line 744> LOAD_CONST 'UcModelRegistryStore.delete_registered_model_alias' MAKE_FUNCTION STORE_NAME delete_registered_model_alias LOAD_CONST <code object get_model_version_by_alias at 0x7fab8002f8a0, file "f.py", line 758> LOAD_CONST 'UcModelRegistryStore.get_model_version_by_alias' MAKE_FUNCTION STORE_NAME get_model_version_by_alias LOAD_CONST <code object _await_model_version_creation at 0x7fab8002f780, file "f.py", line 773> LOAD_CONST 'UcModelRegistryStore._await_model_version_creation' MAKE_FUNCTION STORE_NAME _await_model_version_creation LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_GLOBAL functools LOAD_METHOD partial LOAD_GLOBAL get_databricks_host_creds LOAD_FAST store_uri CALL_METHOD LOAD_CONST ('get_host_creds',) CALL_FUNCTION POP_TOP LOAD_FAST tracking_uri LOAD_FAST self STORE_ATTR tracking_uri LOAD_GLOBAL functools LOAD_METHOD partial LOAD_GLOBAL get_databricks_host_creds LOAD_FAST tracking_uri CALL_METHOD LOAD_FAST self STORE_ATTR get_tracking_host_creds SETUP_EXCEPT to 56 LOAD_GLOBAL _get_active_spark_session CALL_FUNCTION LOAD_FAST self STORE_ATTR spark POP_BLOCK JUMP_FORWARD to 76 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 76 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CreateRegisteredModelRequest LOAD_GLOBAL CreateRegisteredModelResponse LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_GLOBAL UpdateRegisteredModelResponse LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_GLOBAL DeleteRegisteredModelResponse LOAD_GLOBAL CreateModelVersionRequest LOAD_GLOBAL CreateModelVersionResponse LOAD_GLOBAL FinalizeModelVersionRequest LOAD_GLOBAL FinalizeModelVersionResponse LOAD_GLOBAL UpdateModelVersionRequest LOAD_GLOBAL UpdateModelVersionResponse LOAD_GLOBAL DeleteModelVersionRequest LOAD_GLOBAL DeleteModelVersionResponse LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_GLOBAL GetModelVersionDownloadUriResponse LOAD_GLOBAL SearchModelVersionsRequest LOAD_GLOBAL SearchModelVersionsResponse LOAD_GLOBAL GetRegisteredModelRequest LOAD_GLOBAL GetRegisteredModelResponse LOAD_GLOBAL GetModelVersionRequest LOAD_GLOBAL GetModelVersionResponse LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_GLOBAL SearchRegisteredModelsResponse LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsResponse LOAD_GLOBAL GetRun LOAD_GLOBAL GetRun LOAD_ATTR Response LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_GLOBAL SetRegisteredModelAliasResponse LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_GLOBAL DeleteRegisteredModelAliasResponse LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_GLOBAL SetRegisteredModelTagResponse LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_GLOBAL DeleteRegisteredModelTagResponse LOAD_GLOBAL SetModelVersionTagRequest LOAD_GLOBAL SetModelVersionTagResponse LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_GLOBAL DeleteModelVersionTagResponse LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_GLOBAL GetModelVersionByAliasResponse BUILD_MAP STORE_FAST method_to_response LOAD_FAST method_to_response LOAD_FAST method BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _METHOD_TO_INFO LOAD_FAST method BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL _METHOD_TO_ALL_INFO LOAD_FAST method BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL CreateRegisteredModelRequest LOAD_FAST full_name LOAD_FAST description LOAD_GLOBAL uc_registered_model_tag_from_mlflow_tags LOAD_FAST tags CALL_FUNCTION LOAD_CONST ('name', 'description', 'tags') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL CreateRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_FAST full_name LOAD_FAST description LOAD_CONST ('name', 'description') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'rename_registered_model' LOAD_CONST 'Use the Unity Catalog REST API to rename registered models' LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_FAST full_name LOAD_CONST ('name',) CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'filter_string' LOAD_FAST filter_string CALL_FUNCTION POP_TOP LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'order_by' LOAD_FAST order_by CALL_FUNCTION POP_TOP LOAD_GLOBAL message_to_json LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_FAST max_results LOAD_FAST page_token LOAD_CONST ('max_results', 'page_token') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_CONST <code object <listcomp> at 0x7fab82271660, file "f.py", line 304> LOAD_CONST 'UcModelRegistryStore.search_registered_models.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response_proto LOAD_ATTR registered_models GET_ITER CALL_FUNCTION STORE_FAST registered_models LOAD_GLOBAL PagedList LOAD_FAST registered_models LOAD_FAST response_proto LOAD_ATTR next_page_token CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST registered_model LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST registered_model CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetRegisteredModelRequest LOAD_FAST full_name LOAD_CONST ('name',) CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'get_latest_versions' LOAD_CONST "If seeing this error while attempting to load a model version by stage, note that setting stages and loading model versions by stage is unsupported in Unity Catalog. Instead, we recommend using aliases for flexible model deployment. If trying to load a model version by alias, use the syntax 'models:/your_model_name@your_alias_name'. To set aliases, you can use the `MlflowClient().set_registered_model_alias(name, alias, version)` API." LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_FAST full_name LOAD_FAST tag LOAD_ATTR key LOAD_FAST tag LOAD_ATTR value LOAD_CONST ('name', 'key', 'value') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_FAST full_name LOAD_FAST key LOAD_CONST ('name', 'key') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL message_to_json LOAD_GLOBAL FinalizeModelVersionRequest LOAD_FAST name LOAD_FAST version LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL FinalizeModelVersionRequest LOAD_FAST req_body CALL_METHOD LOAD_ATTR model_version RETURN_VALUE LOAD_GLOBAL message_to_json LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_FAST name LOAD_FAST version LOAD_GLOBAL MODEL_VERSION_OPERATION_READ_WRITE LOAD_CONST ('name', 'version', 'operation') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_FAST req_body CALL_METHOD LOAD_ATTR credentials RETURN_VALUE LOAD_FAST run_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL is_databricks_uri LOAD_FAST self LOAD_ATTR tracking_uri CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST (None, None) RETURN_VALUE LOAD_FAST self LOAD_METHOD get_tracking_host_creds CALL_METHOD STORE_FAST host_creds LOAD_GLOBAL _TRACKING_METHOD_TO_INFO LOAD_GLOBAL GetRun BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST endpoint STORE_FAST method LOAD_GLOBAL http_request LOAD_FAST host_creds LOAD_FAST endpoint LOAD_FAST method LOAD_CONST 'run_id' LOAD_FAST run_id BUILD_MAP LOAD_CONST ('host_creds', 'endpoint', 'method', 'params') CALL_FUNCTION STORE_FAST response SETUP_EXCEPT to 78 LOAD_GLOBAL verify_rest_response LOAD_FAST response LOAD_FAST endpoint CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 116 DUP_TOP LOAD_GLOBAL MlflowException COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL _logger LOAD_METHOD warning LOAD_CONST "Unable to fetch model version's source run (with ID " LOAD_FAST run_id FORMAT_VALUE LOAD_CONST ') from tracking server. The source run may be deleted or inaccessible to the current user. No run link will be recorded for the model version.' BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST (None, None) RETURN_VALUE END_FINALLY LOAD_FAST response LOAD_ATTR headers STORE_FAST headers LOAD_FAST response LOAD_METHOD json CALL_METHOD STORE_FAST js_dict LOAD_GLOBAL GetRun LOAD_METHOD Response CALL_METHOD STORE_FAST parsed_response LOAD_GLOBAL parse_dict LOAD_FAST js_dict LOAD_FAST parsed_response LOAD_CONST ('js_dict', 'message') CALL_FUNCTION POP_TOP LOAD_GLOBAL Run LOAD_METHOD from_proto LOAD_FAST parsed_response LOAD_ATTR run CALL_METHOD STORE_FAST run LOAD_FAST headers LOAD_FAST run BUILD_TUPLE RETURN_VALUE LOAD_FAST headers LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL _DATABRICKS_ORG_ID_HEADER LOAD_FAST headers COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL _logger LOAD_METHOD warning LOAD_CONST "Unable to get model version source run's workspace ID from request headers. No run link will be recorded for the model version" CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST headers LOAD_GLOBAL _DATABRICKS_ORG_ID_HEADER BINARY_SUBSCR RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_NOTEBOOK_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_JOB_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_JOB_RUN_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('Model',) IMPORT_NAME mlflow.models.model IMPORT_FROM Model STORE_FAST Model POP_TOP SETUP_EXCEPT to 28 LOAD_FAST Model LOAD_METHOD load LOAD_FAST local_model_path CALL_METHOD STORE_FAST model POP_BLOCK JUMP_FORWARD to 72 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 58 LOAD_GLOBAL MlflowException LOAD_CONST 'Unable to load model metadata. Ensure the source path of the model being registered points to a valid MLflow model directory (see https://mlflow.org/docs/latest/models.html#storage-format) containing a model signature (https://mlflow.org/docs/latest/models.html#model-signature) specifying both input and output type specifications.' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 72 END_FINALLY LOAD_CONST 'All models in the Unity Catalog must be logged with a model signature containing both input and output type specifications. See https://mlflow.org/docs/latest/models.html#model-signature for details on how to log a model with a signature' STORE_FAST signature_required_explanation LOAD_FAST model LOAD_ATTR signature LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'Model passed for registration did not contain any signature metadata. ' LOAD_FAST signature_required_explanation FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST model LOAD_ATTR signature LOAD_ATTR outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'Model passed for registration contained a signature that includes only inputs. ' LOAD_FAST signature_required_explanation FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST local_model_path LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST local_model_path YIELD_VALUE POP_TOP JUMP_FORWARD to 120 SETUP_EXCEPT to 40 LOAD_GLOBAL mlflow LOAD_ATTR artifacts LOAD_ATTR download_artifacts LOAD_FAST source LOAD_FAST self LOAD_ATTR tracking_uri LOAD_CONST ('artifact_uri', 'tracking_uri') CALL_FUNCTION STORE_FAST local_model_dir POP_BLOCK JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 78 LOAD_GLOBAL MlflowException LOAD_CONST "Unable to download model artifacts from source artifact location '" LOAD_FAST source FORMAT_VALUE LOAD_CONST "' in order to upload them to Unity Catalog. Please ensure the source artifact location exists and that you can download from it via mlflow.artifacts.download_artifacts()" BUILD_STRING CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY LOAD_FAST local_model_dir YIELD_VALUE POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST source CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL shutil LOAD_METHOD rmtree LOAD_FAST local_model_dir CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'run_link' LOAD_FAST run_link LOAD_CONST ('arg_name', 'arg_value') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _get_run_and_headers LOAD_FAST run_id CALL_METHOD UNPACK_SEQUENCE STORE_FAST headers STORE_FAST run LOAD_FAST self LOAD_METHOD _get_workspace_id LOAD_FAST headers CALL_METHOD STORE_FAST source_workspace_id LOAD_FAST self LOAD_METHOD _get_notebook_id LOAD_FAST run CALL_METHOD STORE_FAST notebook_id LOAD_FAST self LOAD_METHOD _get_job_id LOAD_FAST run CALL_METHOD STORE_FAST job_id LOAD_FAST self LOAD_METHOD _get_job_run_id LOAD_FAST run CALL_METHOD STORE_FAST job_run_id LOAD_CONST None STORE_FAST extra_headers LOAD_FAST notebook_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST job_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST entity_list LOAD_FAST notebook_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Notebook LOAD_GLOBAL str LOAD_FAST notebook_id CALL_FUNCTION LOAD_CONST ('id',) CALL_FUNCTION STORE_FAST notebook_entity LOAD_FAST entity_list LOAD_METHOD append LOAD_GLOBAL Entity LOAD_FAST notebook_entity LOAD_CONST ('notebook',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST job_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Job LOAD_FAST job_id LOAD_FAST job_run_id LOAD_CONST ('id', 'job_run_id') CALL_FUNCTION STORE_FAST job_entity LOAD_FAST entity_list LOAD_METHOD append LOAD_GLOBAL Entity LOAD_FAST job_entity LOAD_CONST ('job',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL LineageHeaderInfo LOAD_FAST entity_list LOAD_CONST ('entities',) CALL_FUNCTION STORE_FAST lineage_header_info LOAD_GLOBAL message_to_json LOAD_FAST lineage_header_info CALL_FUNCTION STORE_FAST header_json LOAD_GLOBAL base64 LOAD_METHOD b64encode LOAD_FAST header_json LOAD_METHOD encode CALL_METHOD CALL_METHOD STORE_FAST header_base64 LOAD_GLOBAL _DATABRICKS_LINEAGE_ID_HEADER LOAD_FAST header_base64 BUILD_MAP STORE_FAST extra_headers LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_FAST self LOAD_METHOD _local_model_dir LOAD_FAST source LOAD_FAST local_model_path CALL_METHOD SETUP_WITH to 366 STORE_FAST local_model_dir LOAD_FAST self LOAD_METHOD _validate_model_signature LOAD_FAST local_model_dir CALL_METHOD POP_TOP LOAD_GLOBAL get_feature_dependencies LOAD_FAST local_model_dir CALL_FUNCTION STORE_FAST feature_deps LOAD_GLOBAL message_to_json LOAD_GLOBAL CreateModelVersionRequest LOAD_FAST full_name LOAD_FAST source LOAD_FAST run_id LOAD_FAST description LOAD_GLOBAL uc_model_version_tag_from_mlflow_tags LOAD_FAST tags CALL_FUNCTION LOAD_FAST source_workspace_id LOAD_FAST feature_deps LOAD_CONST ('name', 'source', 'run_id', 'description', 'tags', 'run_tracking_server_id', 'feature_deps') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_ATTR _call_endpoint LOAD_GLOBAL CreateModelVersionRequest LOAD_FAST req_body LOAD_FAST extra_headers LOAD_CONST ('extra_headers',) CALL_FUNCTION LOAD_ATTR model_version STORE_FAST model_version LOAD_FAST model_version LOAD_ATTR version STORE_FAST version_number LOAD_FAST self LOAD_ATTR _get_temporary_model_version_write_credentials LOAD_FAST full_name LOAD_FAST version_number LOAD_CONST ('name', 'version') CALL_FUNCTION STORE_FAST scoped_token LOAD_GLOBAL get_artifact_repo_from_storage_info LOAD_FAST model_version LOAD_ATTR storage_location LOAD_FAST scoped_token LOAD_CONST ('storage_location', 'scoped_token') CALL_FUNCTION STORE_FAST store LOAD_FAST store LOAD_ATTR log_artifacts LOAD_FAST local_model_dir LOAD_CONST '' LOAD_CONST ('local_dir', 'artifact_path') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _finalize_model_version LOAD_FAST full_name LOAD_FAST version_number LOAD_CONST ('name', 'version') CALL_FUNCTION STORE_FAST finalized_mv LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST finalized_mv CALL_FUNCTION RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'transition_model_version_stage' LOAD_CONST "We recommend using aliases instead of stages for more flexible model deployment management. You can set an alias on a registered model using `MlflowClient().set_registered_model_alias(name, alias, version)` and load a model version by alias using the URI 'models:/your_model_name@your_alias', e.g. `mlflow.pyfunc.load_model('models:/your_model_name@your_alias')`." LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL UpdateModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_FAST description LOAD_CONST ('name', 'version', 'description') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL UpdateModelVersionRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteModelVersionRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_FAST response_proto LOAD_ATTR artifact_uri RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'order_by' LOAD_FAST order_by LOAD_CONST ('arg_name', 'arg_value') CALL_FUNCTION POP_TOP LOAD_GLOBAL message_to_json LOAD_GLOBAL SearchModelVersionsRequest LOAD_FAST filter_string LOAD_FAST page_token LOAD_FAST max_results LOAD_CONST ('filter', 'page_token', 'max_results') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SearchModelVersionsRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_CONST <code object <listcomp> at 0x7fab5429d5d0, file "f.py", line 693> LOAD_CONST 'UcModelRegistryStore.search_model_versions.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response_proto LOAD_ATTR model_versions GET_ITER CALL_FUNCTION STORE_FAST model_versions LOAD_GLOBAL PagedList LOAD_FAST model_versions LOAD_FAST response_proto LOAD_ATTR next_page_token CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST mvd LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST mvd CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetModelVersionTagRequest LOAD_FAST full_name LOAD_FAST version LOAD_FAST tag LOAD_ATTR key LOAD_FAST tag LOAD_ATTR value LOAD_CONST ('name', 'version', 'key', 'value') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetModelVersionTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_FAST full_name LOAD_FAST version LOAD_FAST key LOAD_CONST ('name', 'version', 'key') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'alias', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_CONST ('name', 'alias') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_CONST ('name', 'alias') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE
import base64 import functools import logging import os import shutil from contextlib import contextmanager import mlflow from mlflow.entities import Run from mlflow.exceptions import MlflowException from mlflow.protos.databricks_uc_registry_messages_pb2 import ( MODEL_VERSION_OPERATION_READ_WRITE, CreateModelVersionRequest, CreateModelVersionResponse, CreateRegisteredModelRequest, CreateRegisteredModelResponse, DeleteModelVersionRequest, DeleteModelVersionResponse, DeleteModelVersionTagRequest, DeleteModelVersionTagResponse, DeleteRegisteredModelAliasRequest, DeleteRegisteredModelAliasResponse, DeleteRegisteredModelRequest, DeleteRegisteredModelResponse, DeleteRegisteredModelTagRequest, DeleteRegisteredModelTagResponse, Entity, FinalizeModelVersionRequest, FinalizeModelVersionResponse, GenerateTemporaryModelVersionCredentialsRequest, GenerateTemporaryModelVersionCredentialsResponse, GetModelVersionByAliasRequest, GetModelVersionByAliasResponse, GetModelVersionDownloadUriRequest, GetModelVersionDownloadUriResponse, GetModelVersionRequest, GetModelVersionResponse, GetRegisteredModelRequest, GetRegisteredModelResponse, Job, LineageHeaderInfo, Notebook, SearchModelVersionsRequest, SearchModelVersionsResponse, SearchRegisteredModelsRequest, SearchRegisteredModelsResponse, SetModelVersionTagRequest, SetModelVersionTagResponse, SetRegisteredModelAliasRequest, SetRegisteredModelAliasResponse, SetRegisteredModelTagRequest, SetRegisteredModelTagResponse, TemporaryCredentials, UpdateModelVersionRequest, UpdateModelVersionResponse, UpdateRegisteredModelRequest, UpdateRegisteredModelResponse, ) from mlflow.protos.databricks_uc_registry_service_pb2 import UcModelRegistryService from mlflow.protos.service_pb2 import GetRun, MlflowService from mlflow.store._unity_catalog.registry.utils import ( get_artifact_repo_from_storage_info, get_full_name_from_sc, model_version_from_uc_proto, registered_model_from_uc_proto, uc_model_version_tag_from_mlflow_tags, uc_registered_model_tag_from_mlflow_tags, ) from mlflow.store.entities.paged_list import PagedList from mlflow.store.model_registry.rest_store import BaseRestStore from mlflow.utils._spark_utils import _get_active_spark_session from mlflow.utils.annotations import experimental from mlflow.utils.databricks_utils import get_databricks_host_creds, is_databricks_uri from mlflow.utils.mlflow_tags import ( MLFLOW_DATABRICKS_JOB_ID, MLFLOW_DATABRICKS_JOB_RUN_ID, MLFLOW_DATABRICKS_NOTEBOOK_ID, ) from mlflow.utils.proto_json_utils import message_to_json, parse_dict from mlflow.utils.rest_utils import ( _REST_API_PATH_PREFIX, extract_all_api_info_for_service, extract_api_info_for_service, http_request, verify_rest_response, ) _DATABRICKS_ORG_ID_HEADER = "x-databricks-org-id" _DATABRICKS_LINEAGE_ID_HEADER = "X-Databricks-Lineage-Identifier" _TRACKING_METHOD_TO_INFO = extract_api_info_for_service( MlflowService, _REST_API_PATH_PREFIX ) _METHOD_TO_INFO = extract_api_info_for_service( UcModelRegistryService, _REST_API_PATH_PREFIX ) _METHOD_TO_ALL_INFO = extract_all_api_info_for_service( UcModelRegistryService, _REST_API_PATH_PREFIX ) _logger = logging.getLogger(__name__) def _require_arg_unspecified(arg_name, arg_value, default_values=None, message=None): default_values = [None] if default_values is None else default_values if arg_value not in default_values: _raise_unsupported_arg(arg_name, message) def _raise_unsupported_arg(arg_name, message=None): messages = [ f"Argument '{arg_name}' is unsupported for models in the Unity Catalog.", ] if message is not None: messages.append(message) raise MlflowException(" ".join(messages)) def _raise_unsupported_method(method, message=None): messages = [ f"Method '{method}' is unsupported for models in the Unity Catalog.", ] if message is not None: messages.append(message) raise MlflowException(" ".join(messages)) def _load_model(local_model_dir): from mlflow.models.model import Model try: return Model.load(local_model_dir) except Exception as e: raise MlflowException( "Unable to load model metadata. Ensure the source path of the model " "being registered points to a valid MLflow model directory " "(see https://mlflow.org/docs/latest/models.html#storage-format) containing a " "model signature (https://mlflow.org/docs/latest/models.html#model-signature) " "specifying both input and output type specifications." ) from e def get_feature_dependencies(model_dir): """ Gets the features which a model depends on. This functionality is only implemented on Databricks. In OSS mlflow, the dependencies are always empty (""). """ model = _load_model(model_dir) model_info = model.get_model_info() if ( model_info.flavors.get("python_function", {}).get("loader_module") == mlflow.models.model._DATABRICKS_FS_LOADER_MODULE ): raise MlflowException( "This model was packaged by Databricks Feature Store and can only be registered on a " "Databricks cluster." ) return "" @experimental class UcModelRegistryStore(BaseRestStore): """ Client for a remote model registry server accessed via REST API calls :param store_uri: URI with scheme 'databricks-uc' :param tracking_uri: URI of the Databricks MLflow tracking server from which to fetch run info and download run artifacts, when creating new model versions from source artifacts logged to an MLflow run. """ def __init__(self, store_uri, tracking_uri): super().__init__( get_host_creds=functools.partial(get_databricks_host_creds, store_uri) ) self.tracking_uri = tracking_uri self.get_tracking_host_creds = functools.partial( get_databricks_host_creds, tracking_uri ) try: self.spark = _get_active_spark_session() except Exception: pass def _get_response_from_method(self, method): method_to_response = { CreateRegisteredModelRequest: CreateRegisteredModelResponse, UpdateRegisteredModelRequest: UpdateRegisteredModelResponse, DeleteRegisteredModelRequest: DeleteRegisteredModelResponse, CreateModelVersionRequest: CreateModelVersionResponse, FinalizeModelVersionRequest: FinalizeModelVersionResponse, UpdateModelVersionRequest: UpdateModelVersionResponse, DeleteModelVersionRequest: DeleteModelVersionResponse, GetModelVersionDownloadUriRequest: GetModelVersionDownloadUriResponse, SearchModelVersionsRequest: SearchModelVersionsResponse, GetRegisteredModelRequest: GetRegisteredModelResponse, GetModelVersionRequest: GetModelVersionResponse, SearchRegisteredModelsRequest: SearchRegisteredModelsResponse, GenerateTemporaryModelVersionCredentialsRequest: GenerateTemporaryModelVersionCredentialsResponse, GetRun: GetRun.Response, SetRegisteredModelAliasRequest: SetRegisteredModelAliasResponse, DeleteRegisteredModelAliasRequest: DeleteRegisteredModelAliasResponse, SetRegisteredModelTagRequest: SetRegisteredModelTagResponse, DeleteRegisteredModelTagRequest: DeleteRegisteredModelTagResponse, SetModelVersionTagRequest: SetModelVersionTagResponse, DeleteModelVersionTagRequest: DeleteModelVersionTagResponse, GetModelVersionByAliasRequest: GetModelVersionByAliasResponse, } return method_to_response[method]() def _get_endpoint_from_method(self, method): return _METHOD_TO_INFO[method] def _get_all_endpoints_from_method(self, method): return _METHOD_TO_ALL_INFO[method] def create_registered_model(self, name, tags=None, description=None): """ Create a new registered model in backend store. :param name: Name of the new model. This is expected to be unique in the backend store. :param tags: A list of :py:class:`mlflow.entities.model_registry.RegisteredModelTag` instances associated with this registered model. :param description: Description of the model. :return: A single object of :py:class:`mlflow.entities.model_registry.RegisteredModel` created in the backend. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( CreateRegisteredModelRequest( name=full_name, description=description, tags=uc_registered_model_tag_from_mlflow_tags(tags), ) ) response_proto = self._call_endpoint(CreateRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def update_registered_model(self, name, description): """ Update description of the registered model. :param name: Registered model name. :param description: New description. :return: A single updated :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( UpdateRegisteredModelRequest(name=full_name, description=description) ) response_proto = self._call_endpoint(UpdateRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def rename_registered_model(self, name, new_name): """ Rename the registered model. :param name: Registered model name. :param new_name: New proposed name. :return: A single updated :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ _raise_unsupported_method( method="rename_registered_model", message="Use the Unity Catalog REST API to rename registered models", ) def delete_registered_model(self, name): """ Delete the registered model. Backend raises exception if a registered model with given name does not exist. :param name: Registered model name. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json(DeleteRegisteredModelRequest(name=full_name)) self._call_endpoint(DeleteRegisteredModelRequest, req_body) def search_registered_models( self, filter_string=None, max_results=None, order_by=None, page_token=None ): """ Search for registered models in backend that satisfy the filter criteria. :param filter_string: Filter query string, defaults to searching all registered models. :param max_results: Maximum number of registered models desired. :param order_by: List of column names with ASC|DESC annotation, to be used for ordering matching search results. :param page_token: Token specifying the next page of results. It should be obtained from a ``search_registered_models`` call. :return: A PagedList of :py:class:`mlflow.entities.model_registry.RegisteredModel` objects that satisfy the search expressions. The pagination token for the next page can be obtained via the ``token`` attribute of the object. """ _require_arg_unspecified("filter_string", filter_string) _require_arg_unspecified("order_by", order_by) req_body = message_to_json( SearchRegisteredModelsRequest( max_results=max_results, page_token=page_token, ) ) response_proto = self._call_endpoint(SearchRegisteredModelsRequest, req_body) registered_models = [ registered_model_from_uc_proto(registered_model) for registered_model in response_proto.registered_models ] return PagedList(registered_models, response_proto.next_page_token) def get_registered_model(self, name): """ Get registered model instance by name. :param name: Registered model name. :return: A single :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json(GetRegisteredModelRequest(name=full_name)) response_proto = self._call_endpoint(GetRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def get_latest_versions(self, name, stages=None): """ Latest version models for each requested stage. If no ``stages`` argument is provided, returns the latest version for each stage. :param name: Registered model name. :param stages: List of desired stages. If input list is None, return latest versions for each stage. :return: List of :py:class:`mlflow.entities.model_registry.ModelVersion` objects. """ _raise_unsupported_method( method="get_latest_versions", message="If seeing this error while attempting to " "load a model version by stage, note that setting stages and loading model versions " "by stage is unsupported in Unity Catalog. Instead, we recommend using aliases for " "flexible model deployment. If trying to load a model version by alias, use the " "syntax 'models:/your_model_name@your_alias_name'. " "To set aliases, you can use the " "`MlflowClient().set_registered_model_alias(name, alias, version)` API.", ) def set_registered_model_tag(self, name, tag): """ Set a tag for the registered model. :param name: Registered model name. :param tag: :py:class:`mlflow.entities.model_registry.RegisteredModelTag` instance to log. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetRegisteredModelTagRequest(name=full_name, key=tag.key, value=tag.value) ) self._call_endpoint(SetRegisteredModelTagRequest, req_body) def delete_registered_model_tag(self, name, key): """ Delete a tag associated with the registered model. :param name: Registered model name. :param key: Registered model tag key. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteRegisteredModelTagRequest(name=full_name, key=key) ) self._call_endpoint(DeleteRegisteredModelTagRequest, req_body) def _finalize_model_version(self, name, version): """ Finalize a UC model version after its files have been written to managed storage, updating its status from PENDING_REGISTRATION to READY :param name: Registered model name :param version: Model version number :return Protobuf ModelVersion describing the finalized model version """ req_body = message_to_json( FinalizeModelVersionRequest(name=name, version=version) ) return self._call_endpoint(FinalizeModelVersionRequest, req_body).model_version def _get_temporary_model_version_write_credentials( self, name, version ) -> TemporaryCredentials: """ Get temporary credentials for uploading model version files :param name: Registered model name :param version: Model version number :return: mlflow.protos.databricks_uc_registry_messages_pb2.TemporaryCredentials containing temporary model version credentials """ req_body = message_to_json( GenerateTemporaryModelVersionCredentialsRequest( name=name, version=version, operation=MODEL_VERSION_OPERATION_READ_WRITE ) ) return self._call_endpoint( GenerateTemporaryModelVersionCredentialsRequest, req_body ).credentials def _get_run_and_headers(self, run_id): if run_id is None or not is_databricks_uri(self.tracking_uri): return None, None host_creds = self.get_tracking_host_creds() endpoint, method = _TRACKING_METHOD_TO_INFO[GetRun] response = http_request( host_creds=host_creds, endpoint=endpoint, method=method, params={"run_id": run_id}, ) try: verify_rest_response(response, endpoint) except MlflowException: _logger.warning( f"Unable to fetch model version's source run (with ID {run_id}) " "from tracking server. The source run may be deleted or inaccessible to the " "current user. No run link will be recorded for the model version." ) return None, None headers = response.headers js_dict = response.json() parsed_response = GetRun.Response() parse_dict(js_dict=js_dict, message=parsed_response) run = Run.from_proto(parsed_response.run) return headers, run def _get_workspace_id(self, headers): if headers is None or _DATABRICKS_ORG_ID_HEADER not in headers: _logger.warning( "Unable to get model version source run's workspace ID from request headers. " "No run link will be recorded for the model version" ) return None return headers[_DATABRICKS_ORG_ID_HEADER] def _get_notebook_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_NOTEBOOK_ID, None) def _get_job_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_JOB_ID, None) def _get_job_run_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_JOB_RUN_ID, None) def _validate_model_signature(self, local_model_path): from mlflow.models.model import Model try: model = Model.load(local_model_path) except Exception as e: raise MlflowException( "Unable to load model metadata. Ensure the source path of the model " "being registered points to a valid MLflow model directory " "(see https://mlflow.org/docs/latest/models.html#storage-format) containing a " "model signature (https://mlflow.org/docs/latest/models.html#model-signature) " "specifying both input and output type specifications." ) from e signature_required_explanation = ( "All models in the Unity Catalog must be logged with a " "model signature containing both input and output " "type specifications. See " "https://mlflow.org/docs/latest/models.html#model-signature " "for details on how to log a model with a signature" ) if model.signature is None: raise MlflowException( "Model passed for registration did not contain any signature metadata. " f"{signature_required_explanation}" ) if model.signature.outputs is None: raise MlflowException( "Model passed for registration contained a signature that includes only inputs. " f"{signature_required_explanation}" ) @contextmanager def _local_model_dir(self, source, local_model_path): if local_model_path is not None: yield local_model_path else: try: local_model_dir = mlflow.artifacts.download_artifacts( artifact_uri=source, tracking_uri=self.tracking_uri ) except Exception as e: raise MlflowException( f"Unable to download model artifacts from source artifact location " f"'{source}' in order to upload them to Unity Catalog. Please ensure " f"the source artifact location exists and that you can download from " f"it via mlflow.artifacts.download_artifacts()" ) from e yield local_model_dir if not os.path.exists(source): shutil.rmtree(local_model_dir) def create_model_version( self, name, source, run_id=None, tags=None, run_link=None, description=None, local_model_path=None, ): """ Create a new model version from given source and run ID. :param name: Registered model name. :param source: URI indicating the location of the model artifacts. :param run_id: Run ID from MLflow tracking server that generated the model. :param tags: A list of :py:class:`mlflow.entities.model_registry.ModelVersionTag` instances associated with this model version. :param run_link: Link to the run from an MLflow tracking server that generated this model. :param description: Description of the version. :return: A single object of :py:class:`mlflow.entities.model_registry.ModelVersion` created in the backend. """ _require_arg_unspecified(arg_name="run_link", arg_value=run_link) headers, run = self._get_run_and_headers(run_id) source_workspace_id = self._get_workspace_id(headers) notebook_id = self._get_notebook_id(run) job_id = self._get_job_id(run) job_run_id = self._get_job_run_id(run) extra_headers = None if notebook_id is not None or job_id is not None: entity_list = [] if notebook_id is not None: notebook_entity = Notebook(id=str(notebook_id)) entity_list.append(Entity(notebook=notebook_entity)) if job_id is not None: job_entity = Job(id=job_id, job_run_id=job_run_id) entity_list.append(Entity(job=job_entity)) lineage_header_info = LineageHeaderInfo(entities=entity_list) header_json = message_to_json(lineage_header_info) header_base64 = base64.b64encode(header_json.encode()) extra_headers = {_DATABRICKS_LINEAGE_ID_HEADER: header_base64} full_name = get_full_name_from_sc(name, self.spark) with self._local_model_dir(source, local_model_path) as local_model_dir: self._validate_model_signature(local_model_dir) feature_deps = get_feature_dependencies(local_model_dir) req_body = message_to_json( CreateModelVersionRequest( name=full_name, source=source, run_id=run_id, description=description, tags=uc_model_version_tag_from_mlflow_tags(tags), run_tracking_server_id=source_workspace_id, feature_deps=feature_deps, ) ) model_version = self._call_endpoint( CreateModelVersionRequest, req_body, extra_headers=extra_headers ).model_version version_number = model_version.version scoped_token = self._get_temporary_model_version_write_credentials( name=full_name, version=version_number ) store = get_artifact_repo_from_storage_info( storage_location=model_version.storage_location, scoped_token=scoped_token, ) store.log_artifacts(local_dir=local_model_dir, artifact_path="") finalized_mv = self._finalize_model_version( name=full_name, version=version_number ) return model_version_from_uc_proto(finalized_mv) def transition_model_version_stage( self, name, version, stage, archive_existing_versions ): """ Update model version stage. :param name: Registered model name. :param version: Registered model version. :param stage: New desired stage for this model version. :param archive_existing_versions: If this flag is set to ``True``, all existing model versions in the stage will be automatically moved to the "archived" stage. Only valid when ``stage`` is ``"staging"`` or ``"production"`` otherwise an error will be raised. """ _raise_unsupported_method( method="transition_model_version_stage", message="We recommend using aliases instead of stages for more flexible model " "deployment management. You can set an alias on a registered model using " "`MlflowClient().set_registered_model_alias(name, alias, version)` and load a model " "version by alias using the URI 'models:/your_model_name@your_alias', e.g. " "`mlflow.pyfunc.load_model('models:/your_model_name@your_alias')`.", ) def update_model_version(self, name, version, description): """ Update metadata associated with a model version in backend. :param name: Registered model name. :param version: Registered model version. :param description: New model description. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( UpdateModelVersionRequest( name=full_name, version=str(version), description=description ) ) response_proto = self._call_endpoint(UpdateModelVersionRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def delete_model_version(self, name, version): """ Delete model version in backend. :param name: Registered model name. :param version: Registered model version. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteModelVersionRequest(name=full_name, version=str(version)) ) self._call_endpoint(DeleteModelVersionRequest, req_body) def get_model_version(self, name, version): """ Get the model version instance by name and version. :param name: Registered model name. :param version: Registered model version. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionRequest(name=full_name, version=str(version)) ) response_proto = self._call_endpoint(GetModelVersionRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def get_model_version_download_uri(self, name, version): """ Get the download location in Model Registry for this model version. NOTE: For first version of Model Registry, since the models are not copied over to another location, download URI points to input source path. :param name: Registered model name. :param version: Registered model version. :return: A single URI location that allows reads for downloading. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionDownloadUriRequest(name=full_name, version=str(version)) ) response_proto = self._call_endpoint( GetModelVersionDownloadUriRequest, req_body ) return response_proto.artifact_uri def search_model_versions( self, filter_string=None, max_results=None, order_by=None, page_token=None ): """ Search for model versions in backend that satisfy the filter criteria. :param filter_string: A filter string expression. Currently supports a single filter condition either name of model like ``name = 'model_name'`` or ``run_id = '...'``. :param max_results: Maximum number of model versions desired. :param order_by: List of column names with ASC|DESC annotation, to be used for ordering matching search results. :param page_token: Token specifying the next page of results. It should be obtained from a ``search_model_versions`` call. :return: A PagedList of :py:class:`mlflow.entities.model_registry.ModelVersion` objects that satisfy the search expressions. The pagination token for the next page can be obtained via the ``token`` attribute of the object. """ _require_arg_unspecified(arg_name="order_by", arg_value=order_by) req_body = message_to_json( SearchModelVersionsRequest( filter=filter_string, page_token=page_token, max_results=max_results ) ) response_proto = self._call_endpoint(SearchModelVersionsRequest, req_body) model_versions = [ model_version_from_uc_proto(mvd) for mvd in response_proto.model_versions ] return PagedList(model_versions, response_proto.next_page_token) def set_model_version_tag(self, name, version, tag): """ Set a tag for the model version. :param name: Registered model name. :param version: Registered model version. :param tag: :py:class:`mlflow.entities.model_registry.ModelVersionTag` instance to log. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetModelVersionTagRequest( name=full_name, version=version, key=tag.key, value=tag.value ) ) self._call_endpoint(SetModelVersionTagRequest, req_body) def delete_model_version_tag(self, name, version, key): """ Delete a tag associated with the model version. :param name: Registered model name. :param version: Registered model version. :param key: Tag key. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteModelVersionTagRequest(name=full_name, version=version, key=key) ) self._call_endpoint(DeleteModelVersionTagRequest, req_body) def set_registered_model_alias(self, name, alias, version): """ Set a registered model alias pointing to a model version. :param name: Registered model name. :param alias: Name of the alias. :param version: Registered model version number. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetRegisteredModelAliasRequest( name=full_name, alias=alias, version=str(version) ) ) self._call_endpoint(SetRegisteredModelAliasRequest, req_body) def delete_registered_model_alias(self, name, alias): """ Delete an alias associated with a registered model. :param name: Registered model name. :param alias: Name of the alias. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteRegisteredModelAliasRequest(name=full_name, alias=alias) ) self._call_endpoint(DeleteRegisteredModelAliasRequest, req_body) def get_model_version_by_alias(self, name, alias): """ Get the model version instance by name and alias. :param name: Registered model name. :param alias: Name of the alias. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionByAliasRequest(name=full_name, alias=alias) ) response_proto = self._call_endpoint(GetModelVersionByAliasRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def _await_model_version_creation(self, mv, await_creation_for): """ Does not wait for the model version to become READY as a successful creation will immediately place the model version in a READY state. """ pass
data/mlflow-2.10.2/mlflow/store/_unity_catalog/registry/rest_store.py
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9,041
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SETUP_ANNOTATIONS LOAD_CONST 'Amazon S3 Read Module (PRIVATE).' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any', 'Callable', 'Iterator') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Iterator STORE_NAME Iterator POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME boto3 STORE_NAME boto3 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST ('Literal',) IMPORT_NAME typing_extensions IMPORT_FROM Literal STORE_NAME Literal POP_TOP LOAD_CONST 0 LOAD_CONST ('_utils', 'exceptions') IMPORT_NAME awswrangler IMPORT_FROM _utils STORE_NAME _utils IMPORT_FROM exceptions STORE_NAME exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('engine',) IMPORT_NAME awswrangler._distributed IMPORT_FROM engine STORE_NAME engine POP_TOP LOAD_CONST 0 LOAD_CONST ('_BaseExecutor', '_get_executor') IMPORT_NAME awswrangler._executor IMPORT_FROM _BaseExecutor STORE_NAME _BaseExecutor IMPORT_FROM _get_executor STORE_NAME _get_executor POP_TOP LOAD_CONST 0 LOAD_CONST ('_path2list',) IMPORT_NAME awswrangler.s3._list IMPORT_FROM _path2list STORE_NAME _path2list POP_TOP LOAD_CONST 0 LOAD_CONST ('_apply_partition_filter', '_check_version_id', '_get_path_ignore_suffix', '_get_path_root', '_union') IMPORT_NAME awswrangler.s3._read IMPORT_FROM _apply_partition_filter STORE_NAME _apply_partition_filter IMPORT_FROM _check_version_id STORE_NAME _check_version_id IMPORT_FROM _get_path_ignore_suffix STORE_NAME _get_path_ignore_suffix IMPORT_FROM _get_path_root STORE_NAME _get_path_root IMPORT_FROM _union STORE_NAME _union POP_TOP LOAD_CONST 0 LOAD_CONST ('_read_text_file', '_read_text_files_chunked') IMPORT_NAME awswrangler.s3._read_text_core IMPORT_FROM _read_text_file STORE_NAME _read_text_file IMPORT_FROM _read_text_files_chunked STORE_NAME _read_text_files_chunked POP_TOP LOAD_CONST 0 LOAD_CONST ('RaySettings',) IMPORT_NAME awswrangler.typing IMPORT_FROM RaySettings STORE_NAME RaySettings POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('S3Client',) IMPORT_NAME mypy_boto3_s3 IMPORT_FROM S3Client STORE_NAME S3Client POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME _logger LOAD_CONST 'logging.Logger' LOAD_NAME __annotations__ LOAD_CONST '_logger' STORE_SUBSCR LOAD_CONST 'str' LOAD_CONST 'Any' LOAD_CONST ('read_format', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_format at 0x7fab823d8e40, file "f.py", line 35> LOAD_CONST '_resolve_format' MAKE_FUNCTION STORE_NAME _resolve_format LOAD_NAME engine LOAD_ATTR dispatch_on_engine LOAD_CONST 'str' LOAD_CONST 'list[str]' LOAD_CONST 'str | None' LOAD_CONST 'bool | int' LOAD_CONST "'S3Client'" LOAD_CONST 'dict[str, str] | None' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST 'dict[str, str] | None' LOAD_CONST 'dict[str, Any]' LOAD_CONST 'pd.DataFrame' LOAD_CONST ('read_format', 'paths', 'path_root', 'use_threads', 's3_client', 's3_additional_kwargs', 'dataset', 'ignore_index', 'parallelism', 'version_ids', 'pandas_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _read_text at 0x7fab823d8c90, file "f.py", line 45> LOAD_CONST '_read_text' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _read_text LOAD_CONST (None,) LOAD_CONST 'str' LOAD_CONST 'str | list[str]' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'bool' LOAD_CONST 'bool | int' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'datetime.datetime | None' LOAD_CONST "'S3Client'" LOAD_CONST 'dict[str, str] | None' LOAD_CONST 'int | None' LOAD_CONST 'bool' LOAD_CONST 'Callable[[dict[str, str]], bool] | None' LOAD_CONST 'bool' LOAD_CONST 'RaySettings | None' LOAD_CONST 'str | dict[str, str] | None' LOAD_CONST 'Any' LOAD_CONST 'pd.DataFrame | Iterator[pd.DataFrame]' LOAD_CONST ('read_format', 'path', 'path_suffix', 'path_ignore_suffix', 'ignore_empty', 'use_threads', 'last_modified_begin', 'last_modified_end', 's3_client', 's3_additional_kwargs', 'chunksize', 'dataset', 'partition_filter', 'ignore_index', 'ray_args', 'version_id', 'pandas_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _read_text_format at 0x7fab70139390, file "f.py", line 75> LOAD_CONST '_read_text_format' MAKE_FUNCTION STORE_NAME _read_text_format LOAD_NAME _utils LOAD_ATTR validate_distributed_kwargs LOAD_CONST 'boto3_session' BUILD_LIST LOAD_CONST ('unsupported_kwargs',) CALL_FUNCTION LOAD_CONST (None, None, None, True, True, None, None, None, None, 'numpy_nullable', None, False, None, None) LOAD_CONST 'str | list[str]' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | dict[str, str] | None' LOAD_CONST 'bool' LOAD_CONST 'bool | int' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'boto3.Session | None' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST "Literal[('numpy_nullable', 'pyarrow')]" LOAD_CONST 'int | None' LOAD_CONST 'bool' LOAD_CONST 'Callable[[dict[str, str]], bool] | None' LOAD_CONST 'RaySettings | None' LOAD_CONST 'Any' LOAD_CONST 'pd.DataFrame | Iterator[pd.DataFrame]' LOAD_CONST ('path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'use_threads', 'last_modified_begin', 'last_modified_end', 'boto3_session', 's3_additional_kwargs', 'dtype_backend', 'chunksize', 'dataset', 'partition_filter', 'ray_args', 'pandas_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object read_csv at 0x7fab70139b70, file "f.py", line 154> LOAD_CONST 'read_csv' MAKE_FUNCTION CALL_FUNCTION STORE_NAME read_csv LOAD_NAME _utils LOAD_ATTR validate_distributed_kwargs LOAD_CONST 'boto3_session' BUILD_LIST LOAD_CONST ('unsupported_kwargs',) CALL_FUNCTION LOAD_CONST (None, None, None, True, True, None, None, None, None, None, False, None, None) LOAD_CONST 'str | list[str]' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | dict[str, str] | None' LOAD_CONST 'bool' LOAD_CONST 'bool | int' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'boto3.Session | None' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'int | None' LOAD_CONST 'bool' LOAD_CONST 'Callable[[dict[str, str]], bool] | None' LOAD_CONST 'RaySettings | None' LOAD_CONST 'Any' LOAD_CONST 'pd.DataFrame | Iterator[pd.DataFrame]' LOAD_CONST ('path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'use_threads', 'last_modified_begin', 'last_modified_end', 'boto3_session', 's3_additional_kwargs', 'chunksize', 'dataset', 'partition_filter', 'ray_args', 'pandas_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object read_fwf at 0x7fab70139d20, file "f.py", line 323> LOAD_CONST 'read_fwf' MAKE_FUNCTION CALL_FUNCTION STORE_NAME read_fwf LOAD_NAME _utils LOAD_ATTR validate_distributed_kwargs LOAD_CONST 'boto3_session' BUILD_LIST LOAD_CONST ('unsupported_kwargs',) CALL_FUNCTION LOAD_CONST (None, None, None, True, 'columns', True, None, None, None, None, 'numpy_nullable', None, False, None, None) LOAD_CONST 'str | list[str]' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | list[str] | None' LOAD_CONST 'str | dict[str, str] | None' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'bool | int' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'datetime.datetime | None' LOAD_CONST 'boto3.Session | None' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST "Literal[('numpy_nullable', 'pyarrow')]" LOAD_CONST 'int | None' LOAD_CONST 'bool' LOAD_CONST 'Callable[[dict[str, str]], bool] | None' LOAD_CONST 'RaySettings | None' LOAD_CONST 'Any' LOAD_CONST 'pd.DataFrame | Iterator[pd.DataFrame]' LOAD_CONST ('path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'orient', 'use_threads', 'last_modified_begin', 'last_modified_end', 'boto3_session', 's3_additional_kwargs', 'dtype_backend', 'chunksize', 'dataset', 'partition_filter', 'ray_args', 'pandas_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object read_json at 0x7fab70139c00, file "f.py", line 481> LOAD_CONST 'read_json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME read_json LOAD_CONST None RETURN_VALUE LOAD_FAST read_format LOAD_CONST 'csv' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pd LOAD_ATTR read_csv RETURN_VALUE LOAD_FAST read_format LOAD_CONST 'fwf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pd LOAD_ATTR read_fwf RETURN_VALUE LOAD_FAST read_format LOAD_CONST 'json' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pd LOAD_ATTR read_json RETURN_VALUE LOAD_GLOBAL exceptions LOAD_METHOD UnsupportedType LOAD_CONST 'Unsupported read format' CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_format LOAD_FAST read_format CALL_FUNCTION STORE_FAST parser_func LOAD_GLOBAL _get_executor LOAD_FAST use_threads LOAD_CONST ('use_threads',) CALL_FUNCTION STORE_FAST executor LOAD_FAST executor LOAD_METHOD map LOAD_GLOBAL _read_text_file LOAD_FAST s3_client LOAD_FAST paths LOAD_CLOSURE version_ids BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab823d8c00, file "f.py", line 65> LOAD_CONST '_read_text.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST paths GET_ITER CALL_FUNCTION LOAD_GLOBAL itertools LOAD_METHOD repeat LOAD_FAST parser_func CALL_METHOD LOAD_GLOBAL itertools LOAD_METHOD repeat LOAD_FAST path_root CALL_METHOD LOAD_GLOBAL itertools LOAD_METHOD repeat LOAD_FAST pandas_kwargs CALL_METHOD LOAD_GLOBAL itertools LOAD_METHOD repeat LOAD_FAST s3_additional_kwargs CALL_METHOD LOAD_GLOBAL itertools LOAD_METHOD repeat LOAD_FAST dataset CALL_METHOD CALL_METHOD STORE_FAST tables LOAD_GLOBAL _union LOAD_FAST tables LOAD_FAST ignore_index LOAD_CONST ('dfs', 'ignore_index') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 STORE_FAST p LOAD_GLOBAL isinstance LOAD_DEREF version_ids LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF version_ids LOAD_METHOD get LOAD_FAST p CALL_METHOD JUMP_FORWARD to 30 LOAD_CONST None LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'iterator' LOAD_FAST pandas_kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD InvalidArgument LOAD_CONST 'Please, use the chunksize argument instead of iterator.' CALL_METHOD RAISE_VARARGS LOAD_GLOBAL _path2list LOAD_FAST path LOAD_FAST s3_client LOAD_FAST path_suffix LOAD_GLOBAL _get_path_ignore_suffix LOAD_FAST path_ignore_suffix LOAD_CONST ('path_ignore_suffix',) CALL_FUNCTION LOAD_FAST ignore_empty LOAD_FAST last_modified_begin LOAD_FAST last_modified_end LOAD_FAST s3_additional_kwargs LOAD_CONST ('path', 's3_client', 'suffix', 'ignore_suffix', 'ignore_empty', 'last_modified_begin', 'last_modified_end', 's3_additional_kwargs') CALL_FUNCTION STORE_FAST paths LOAD_GLOBAL _get_path_root LOAD_FAST path LOAD_FAST dataset LOAD_CONST ('path', 'dataset') CALL_FUNCTION STORE_FAST path_root LOAD_FAST path_root LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _apply_partition_filter LOAD_FAST path_root LOAD_FAST paths LOAD_FAST partition_filter LOAD_CONST ('path_root', 'paths', 'filter_func') CALL_FUNCTION STORE_FAST paths LOAD_GLOBAL len LOAD_FAST paths CALL_FUNCTION LOAD_CONST 1 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD NoFilesFound LOAD_CONST 'No files Found on: ' LOAD_FAST path FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_METHOD RAISE_VARARGS LOAD_GLOBAL _check_version_id LOAD_FAST paths LOAD_FAST version_id LOAD_CONST ('paths', 'version_id') CALL_FUNCTION STORE_FAST version_ids LOAD_GLOBAL _resolve_format LOAD_FAST read_format CALL_FUNCTION LOAD_FAST s3_client LOAD_FAST dataset LOAD_FAST path_root LOAD_FAST pandas_kwargs LOAD_FAST s3_additional_kwargs LOAD_FAST use_threads LOAD_CONST ('parser_func', 's3_client', 'dataset', 'path_root', 'pandas_kwargs', 's3_additional_kwargs', 'use_threads') BUILD_CONST_KEY_MAP STORE_FAST args LOAD_GLOBAL _logger LOAD_METHOD debug LOAD_CONST 'Read args:\n%s' LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST args CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST chunksize LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _read_text_files_chunked BUILD_TUPLE LOAD_FAST paths LOAD_FAST version_ids LOAD_FAST chunksize LOAD_CONST ('paths', 'version_ids', 'chunksize') BUILD_CONST_KEY_MAP LOAD_FAST args BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST ray_args POP_JUMP_IF_FALSE LOAD_FAST ray_args JUMP_FORWARD to 206 BUILD_MAP STORE_FAST ray_args LOAD_GLOBAL _read_text LOAD_FAST read_format LOAD_FAST paths LOAD_FAST path_root LOAD_FAST use_threads LOAD_FAST s3_client LOAD_FAST s3_additional_kwargs LOAD_FAST dataset LOAD_FAST ignore_index LOAD_FAST ray_args LOAD_METHOD get LOAD_CONST 'parallelism' LOAD_CONST -1 CALL_METHOD LOAD_FAST version_ids LOAD_FAST pandas_kwargs LOAD_CONST ('paths', 'path_root', 'use_threads', 's3_client', 's3_additional_kwargs', 'dataset', 'ignore_index', 'parallelism', 'version_ids', 'pandas_kwargs') CALL_FUNCTION RETURN_VALUE LOAD_CONST 'pandas_kwargs' LOAD_FAST pandas_kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD InvalidArgument LOAD_CONST "You can NOT pass `pandas_kwargs` explicitly, just add valid Pandas arguments in the function call and awswrangler will accept it.e.g. wr.s3.read_csv('s3://bucket/prefix/', sep='|', skip_blank_lines=True)" CALL_METHOD RAISE_VARARGS LOAD_FAST dtype_backend LOAD_CONST 'numpy_nullable' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST dtype_backend LOAD_FAST pandas_kwargs LOAD_CONST 'dtype_backend' STORE_SUBSCR LOAD_GLOBAL _utils LOAD_ATTR client LOAD_CONST 's3' LOAD_FAST boto3_session LOAD_CONST ('service_name', 'session') CALL_FUNCTION STORE_FAST s3_client LOAD_CONST 'index_col' LOAD_FAST pandas_kwargs COMPARE_OP not in STORE_FAST ignore_index LOAD_GLOBAL _read_text_format BUILD_TUPLE LOAD_CONST 'csv' LOAD_FAST path LOAD_FAST path_suffix LOAD_FAST path_ignore_suffix LOAD_FAST version_id LOAD_FAST ignore_empty LOAD_FAST use_threads LOAD_FAST s3_client LOAD_FAST s3_additional_kwargs LOAD_FAST chunksize LOAD_FAST dataset LOAD_FAST partition_filter LOAD_FAST last_modified_begin LOAD_FAST last_modified_end LOAD_FAST ignore_index LOAD_FAST ray_args LOAD_CONST ('read_format', 'path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'use_threads', 's3_client', 's3_additional_kwargs', 'chunksize', 'dataset', 'partition_filter', 'last_modified_begin', 'last_modified_end', 'ignore_index', 'ray_args') BUILD_CONST_KEY_MAP LOAD_FAST pandas_kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST 'pandas_kwargs' LOAD_FAST pandas_kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD InvalidArgument LOAD_CONST "You can NOT pass `pandas_kwargs` explicit, just add valid Pandas arguments in the function call and awswrangler will accept it.e.g. wr.s3.read_fwf(path, widths=[1, 3], names=['c0', 'c1'])" CALL_METHOD RAISE_VARARGS LOAD_GLOBAL _utils LOAD_ATTR client LOAD_CONST 's3' LOAD_FAST boto3_session LOAD_CONST ('service_name', 'session') CALL_FUNCTION STORE_FAST s3_client LOAD_GLOBAL _read_text_format BUILD_TUPLE LOAD_CONST 'fwf' LOAD_FAST path LOAD_FAST path_suffix LOAD_FAST path_ignore_suffix LOAD_FAST version_id LOAD_FAST ignore_empty LOAD_FAST use_threads LOAD_FAST s3_client LOAD_FAST s3_additional_kwargs LOAD_FAST chunksize LOAD_FAST dataset LOAD_FAST partition_filter LOAD_FAST last_modified_begin LOAD_FAST last_modified_end LOAD_CONST True LOAD_CONST False LOAD_FAST ray_args LOAD_CONST ('read_format', 'path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'use_threads', 's3_client', 's3_additional_kwargs', 'chunksize', 'dataset', 'partition_filter', 'last_modified_begin', 'last_modified_end', 'ignore_index', 'sort_index', 'ray_args') BUILD_CONST_KEY_MAP LOAD_FAST pandas_kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST 'pandas_kwargs' LOAD_FAST pandas_kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL exceptions LOAD_METHOD InvalidArgument LOAD_CONST 'You can NOT pass `pandas_kwargs` explicit, just add valid Pandas arguments in the function call and awswrangler will accept it.e.g. wr.s3.read_json(path, lines=True, keep_default_dates=True)' CALL_METHOD RAISE_VARARGS LOAD_FAST dtype_backend LOAD_CONST 'numpy_nullable' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST dtype_backend LOAD_FAST pandas_kwargs LOAD_CONST 'dtype_backend' STORE_SUBSCR LOAD_GLOBAL _utils LOAD_ATTR client LOAD_CONST 's3' LOAD_FAST boto3_session LOAD_CONST ('service_name', 'session') CALL_FUNCTION STORE_FAST s3_client LOAD_FAST dataset LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'lines' LOAD_FAST pandas_kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST pandas_kwargs LOAD_CONST 'lines' STORE_SUBSCR LOAD_FAST orient LOAD_FAST pandas_kwargs LOAD_CONST 'orient' STORE_SUBSCR LOAD_FAST orient LOAD_CONST ('split', 'index', 'columns') COMPARE_OP not in STORE_FAST ignore_index LOAD_GLOBAL _read_text_format BUILD_TUPLE LOAD_CONST 'json' LOAD_FAST path LOAD_FAST path_suffix LOAD_FAST path_ignore_suffix LOAD_FAST version_id LOAD_FAST ignore_empty LOAD_FAST use_threads LOAD_FAST s3_client LOAD_FAST s3_additional_kwargs LOAD_FAST chunksize LOAD_FAST dataset LOAD_FAST partition_filter LOAD_FAST last_modified_begin LOAD_FAST last_modified_end LOAD_FAST ignore_index LOAD_FAST ray_args LOAD_CONST ('read_format', 'path', 'path_suffix', 'path_ignore_suffix', 'version_id', 'ignore_empty', 'use_threads', 's3_client', 's3_additional_kwargs', 'chunksize', 'dataset', 'partition_filter', 'last_modified_begin', 'last_modified_end', 'ignore_index', 'ray_args') BUILD_CONST_KEY_MAP LOAD_FAST pandas_kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE
"""Amazon S3 Read Module (PRIVATE).""" from __future__ import annotations import datetime import itertools import logging import pprint from typing import TYPE_CHECKING, Any, Callable, Iterator import boto3 import pandas as pd from typing_extensions import Literal from awswrangler import _utils, exceptions from awswrangler._distributed import engine from awswrangler._executor import _BaseExecutor, _get_executor from awswrangler.s3._list import _path2list from awswrangler.s3._read import ( _apply_partition_filter, _check_version_id, _get_path_ignore_suffix, _get_path_root, _union, ) from awswrangler.s3._read_text_core import _read_text_file, _read_text_files_chunked from awswrangler.typing import RaySettings if TYPE_CHECKING: from mypy_boto3_s3 import S3Client _logger: logging.Logger = logging.getLogger(__name__) def _resolve_format(read_format: str) -> Any: if read_format == "csv": return pd.read_csv if read_format == "fwf": return pd.read_fwf if read_format == "json": return pd.read_json raise exceptions.UnsupportedType("Unsupported read format") @engine.dispatch_on_engine def _read_text( read_format: str, paths: list[str], path_root: str | None, use_threads: bool | int, s3_client: "S3Client", s3_additional_kwargs: dict[str, str] | None, dataset: bool, ignore_index: bool, parallelism: int, version_ids: dict[str, str] | None, pandas_kwargs: dict[str, Any], ) -> pd.DataFrame: parser_func = _resolve_format(read_format) executor: _BaseExecutor = _get_executor(use_threads=use_threads) tables = executor.map( _read_text_file, s3_client, paths, [version_ids.get(p) if isinstance(version_ids, dict) else None for p in paths], itertools.repeat(parser_func), itertools.repeat(path_root), itertools.repeat(pandas_kwargs), itertools.repeat(s3_additional_kwargs), itertools.repeat(dataset), ) return _union(dfs=tables, ignore_index=ignore_index) def _read_text_format( read_format: str, path: str | list[str], path_suffix: str | list[str] | None, path_ignore_suffix: str | list[str] | None, ignore_empty: bool, use_threads: bool | int, last_modified_begin: datetime.datetime | None, last_modified_end: datetime.datetime | None, s3_client: "S3Client", s3_additional_kwargs: dict[str, str] | None, chunksize: int | None, dataset: bool, partition_filter: Callable[[dict[str, str]], bool] | None, ignore_index: bool, ray_args: RaySettings | None, version_id: str | dict[str, str] | None = None, **pandas_kwargs: Any, ) -> pd.DataFrame | Iterator[pd.DataFrame]: if "iterator" in pandas_kwargs: raise exceptions.InvalidArgument( "Please, use the chunksize argument instead of iterator." ) paths: list[str] = _path2list( path=path, s3_client=s3_client, suffix=path_suffix, ignore_suffix=_get_path_ignore_suffix(path_ignore_suffix=path_ignore_suffix), ignore_empty=ignore_empty, last_modified_begin=last_modified_begin, last_modified_end=last_modified_end, s3_additional_kwargs=s3_additional_kwargs, ) path_root: str | None = _get_path_root(path=path, dataset=dataset) if path_root is not None: paths = _apply_partition_filter( path_root=path_root, paths=paths, filter_func=partition_filter ) if len(paths) < 1: raise exceptions.NoFilesFound(f"No files Found on: {path}.") version_ids = _check_version_id(paths=paths, version_id=version_id) args: dict[str, Any] = { "parser_func": _resolve_format(read_format), "s3_client": s3_client, "dataset": dataset, "path_root": path_root, "pandas_kwargs": pandas_kwargs, "s3_additional_kwargs": s3_additional_kwargs, "use_threads": use_threads, } _logger.debug("Read args:\n%s", pprint.pformat(args)) if chunksize is not None: return _read_text_files_chunked( paths=paths, version_ids=version_ids, chunksize=chunksize, **args, ) ray_args = ray_args if ray_args else {} return _read_text( read_format, paths=paths, path_root=path_root, use_threads=use_threads, s3_client=s3_client, s3_additional_kwargs=s3_additional_kwargs, dataset=dataset, ignore_index=ignore_index, parallelism=ray_args.get("parallelism", -1), version_ids=version_ids, pandas_kwargs=pandas_kwargs, ) @_utils.validate_distributed_kwargs( unsupported_kwargs=["boto3_session"], ) def read_csv( path: str | list[str], path_suffix: str | list[str] | None = None, path_ignore_suffix: str | list[str] | None = None, version_id: str | dict[str, str] | None = None, ignore_empty: bool = True, use_threads: bool | int = True, last_modified_begin: datetime.datetime | None = None, last_modified_end: datetime.datetime | None = None, boto3_session: boto3.Session | None = None, s3_additional_kwargs: dict[str, Any] | None = None, dtype_backend: Literal["numpy_nullable", "pyarrow"] = "numpy_nullable", chunksize: int | None = None, dataset: bool = False, partition_filter: Callable[[dict[str, str]], bool] | None = None, ray_args: RaySettings | None = None, **pandas_kwargs: Any, ) -> pd.DataFrame | Iterator[pd.DataFrame]: """Read CSV file(s) from a received S3 prefix or list of S3 objects paths. This function accepts Unix shell-style wildcards in the path argument. * (matches everything), ? (matches any single character), [seq] (matches any character in seq), [!seq] (matches any character not in seq). If you want to use a path which includes Unix shell-style wildcard characters (`*, ?, []`), you can use `glob.escape(path)` before passing the path to this function. Note ---- For partial and gradual reading use the argument ``chunksize`` instead of ``iterator``. Note ---- In case of `use_threads=True` the number of threads that will be spawned will be gotten from os.cpu_count(). Note ---- The filter by last_modified begin last_modified end is applied after list all S3 files Parameters ---------- path : Union[str, List[str]] S3 prefix (accepts Unix shell-style wildcards) (e.g. s3://bucket/prefix) or list of S3 objects paths (e.g. ``[s3://bucket/key0, s3://bucket/key1]``). path_suffix: Union[str, List[str], None] Suffix or List of suffixes to be read (e.g. [".csv"]). If None, will try to read all files. (default) path_ignore_suffix: Union[str, List[str], None] Suffix or List of suffixes for S3 keys to be ignored.(e.g. ["_SUCCESS"]). If None, will try to read all files. (default) version_id: Optional[Union[str, Dict[str, str]]] Version id of the object or mapping of object path to version id. (e.g. {'s3://bucket/key0': '121212', 's3://bucket/key1': '343434'}) ignore_empty: bool Ignore files with 0 bytes. use_threads : Union[bool, int] True to enable concurrent requests, False to disable multiple threads. If enabled os.cpu_count() will be used as the max number of threads. If integer is provided, specified number is used. last_modified_begin Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. last_modified_end: datetime, optional Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. boto3_session : boto3.Session(), optional Boto3 Session. The default boto3 session will be used if boto3_session receive None. pyarrow_additional_kwargs: dict[str, Any], optional Forward to botocore requests, only "SSECustomerAlgorithm" and "SSECustomerKey" arguments will be considered. dtype_backend: str, optional Which dtype_backend to use, e.g. whether a DataFrame should have NumPy arrays, nullable dtypes are used for all dtypes that have a nullable implementation when “numpy_nullable” is set, pyarrow is used for all dtypes if “pyarrow” is set. The dtype_backends are still experimential. The "pyarrow" backend is only supported with Pandas 2.0 or above. chunksize: int, optional If specified, return an generator where chunksize is the number of rows to include in each chunk. dataset : bool If `True` read a CSV dataset instead of simple file(s) loading all the related partitions as columns. partition_filter : Optional[Callable[[Dict[str, str]], bool]] Callback Function filters to apply on PARTITION columns (PUSH-DOWN filter). This function MUST receive a single argument (Dict[str, str]) where keys are partitions names and values are partitions values. Partitions values will be always strings extracted from S3. This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` https://aws-sdk-pandas.readthedocs.io/en/3.6.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional Parameters of the Ray Modin settings. Only used when distributed computing is used with Ray and Modin installed. pandas_kwargs : KEYWORD arguments forwarded to pandas.read_csv(). You can NOT pass `pandas_kwargs` explicitly, just add valid Pandas arguments in the function call and awswrangler will accept it. e.g. wr.s3.read_csv('s3://bucket/prefix/', sep='|', na_values=['null', 'none'], skip_blank_lines=True) https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html Returns ------- Union[pandas.DataFrame, Generator[pandas.DataFrame, None, None]] Pandas DataFrame or a Generator in case of `chunksize != None`. Examples -------- Reading all CSV files under a prefix >>> import awswrangler as wr >>> df = wr.s3.read_csv(path='s3://bucket/prefix/') Reading all CSV files under a prefix and using pandas_kwargs >>> import awswrangler as wr >>> df = wr.s3.read_csv('s3://bucket/prefix/', sep='|', na_values=['null', 'none'], skip_blank_lines=True) Reading all CSV files from a list >>> import awswrangler as wr >>> df = wr.s3.read_csv(path=['s3://bucket/filename0.csv', 's3://bucket/filename1.csv']) Reading in chunks of 100 lines >>> import awswrangler as wr >>> dfs = wr.s3.read_csv(path=['s3://bucket/filename0.csv', 's3://bucket/filename1.csv'], chunksize=100) >>> for df in dfs: >>> print(df) # 100 lines Pandas DataFrame Reading CSV Dataset with PUSH-DOWN filter over partitions >>> import awswrangler as wr >>> my_filter = lambda x: True if x["city"].startswith("new") else False >>> df = wr.s3.read_csv(path, dataset=True, partition_filter=my_filter) """ if "pandas_kwargs" in pandas_kwargs: raise exceptions.InvalidArgument( "You can NOT pass `pandas_kwargs` explicitly, just add valid " "Pandas arguments in the function call and awswrangler will accept it." "e.g. wr.s3.read_csv('s3://bucket/prefix/', sep='|', skip_blank_lines=True)" ) if dtype_backend != "numpy_nullable": pandas_kwargs["dtype_backend"] = dtype_backend s3_client = _utils.client(service_name="s3", session=boto3_session) ignore_index: bool = "index_col" not in pandas_kwargs return _read_text_format( read_format="csv", path=path, path_suffix=path_suffix, path_ignore_suffix=path_ignore_suffix, version_id=version_id, ignore_empty=ignore_empty, use_threads=use_threads, s3_client=s3_client, s3_additional_kwargs=s3_additional_kwargs, chunksize=chunksize, dataset=dataset, partition_filter=partition_filter, last_modified_begin=last_modified_begin, last_modified_end=last_modified_end, ignore_index=ignore_index, ray_args=ray_args, **pandas_kwargs, ) @_utils.validate_distributed_kwargs( unsupported_kwargs=["boto3_session"], ) def read_fwf( path: str | list[str], path_suffix: str | list[str] | None = None, path_ignore_suffix: str | list[str] | None = None, version_id: str | dict[str, str] | None = None, ignore_empty: bool = True, use_threads: bool | int = True, last_modified_begin: datetime.datetime | None = None, last_modified_end: datetime.datetime | None = None, boto3_session: boto3.Session | None = None, s3_additional_kwargs: dict[str, Any] | None = None, chunksize: int | None = None, dataset: bool = False, partition_filter: Callable[[dict[str, str]], bool] | None = None, ray_args: RaySettings | None = None, **pandas_kwargs: Any, ) -> pd.DataFrame | Iterator[pd.DataFrame]: """Read fixed-width formatted file(s) from a received S3 prefix or list of S3 objects paths. This function accepts Unix shell-style wildcards in the path argument. * (matches everything), ? (matches any single character), [seq] (matches any character in seq), [!seq] (matches any character not in seq). If you want to use a path which includes Unix shell-style wildcard characters (`*, ?, []`), you can use `glob.escape(path)` before passing the path to this function. Note ---- For partial and gradual reading use the argument ``chunksize`` instead of ``iterator``. Note ---- In case of `use_threads=True` the number of threads that will be spawned will be gotten from os.cpu_count(). Note ---- The filter by last_modified begin last_modified end is applied after list all S3 files Parameters ---------- path : Union[str, List[str]] S3 prefix (accepts Unix shell-style wildcards) (e.g. s3://bucket/prefix) or list of S3 objects paths (e.g. ``[s3://bucket/key0, s3://bucket/key1]``). path_suffix: Union[str, List[str], None] Suffix or List of suffixes to be read (e.g. [".txt"]). If None, will try to read all files. (default) path_ignore_suffix: Union[str, List[str], None] Suffix or List of suffixes for S3 keys to be ignored.(e.g. ["_SUCCESS"]). If None, will try to read all files. (default) version_id: Optional[Union[str, Dict[str, str]]] Version id of the object or mapping of object path to version id. (e.g. {'s3://bucket/key0': '121212', 's3://bucket/key1': '343434'}) ignore_empty: bool Ignore files with 0 bytes. use_threads : Union[bool, int] True to enable concurrent requests, False to disable multiple threads. If enabled os.cpu_count() will be used as the max number of threads. If integer is provided, specified number is used. last_modified_begin Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. last_modified_end: datetime, optional Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. boto3_session : boto3.Session(), optional Boto3 Session. The default boto3 session will be used if boto3_session receive None. pyarrow_additional_kwargs: dict[str, Any], optional Forward to botocore requests, only "SSECustomerAlgorithm" and "SSECustomerKey" arguments will be considered. chunksize: int, optional If specified, return an generator where chunksize is the number of rows to include in each chunk. dataset: bool If `True` read a FWF dataset instead of simple file(s) loading all the related partitions as columns. partition_filter: Optional[Callable[[Dict[str, str]], bool]] Callback Function filters to apply on PARTITION columns (PUSH-DOWN filter). This function MUST receive a single argument (Dict[str, str]) where keys are partitions names and values are partitions values. Partitions values will be always strings extracted from S3. This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` https://aws-sdk-pandas.readthedocs.io/en/3.6.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional Parameters of the Ray Modin settings. Only used when distributed computing is used with Ray and Modin installed. pandas_kwargs: KEYWORD arguments forwarded to pandas.read_fwf(). You can NOT pass `pandas_kwargs` explicit, just add valid Pandas arguments in the function call and awswrangler will accept it. e.g. wr.s3.read_fwf(path='s3://bucket/prefix/', widths=[1, 3], names=["c0", "c1"]) https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_fwf.html Returns ------- Union[pandas.DataFrame, Generator[pandas.DataFrame, None, None]] Pandas DataFrame or a Generator in case of `chunksize != None`. Examples -------- Reading all fixed-width formatted (FWF) files under a prefix >>> import awswrangler as wr >>> df = wr.s3.read_fwf(path='s3://bucket/prefix/', widths=[1, 3], names=['c0', 'c1']) Reading all fixed-width formatted (FWF) files from a list >>> import awswrangler as wr >>> df = wr.s3.read_fwf(path=['s3://bucket/0.txt', 's3://bucket/1.txt'], widths=[1, 3], names=['c0', 'c1']) Reading in chunks of 100 lines >>> import awswrangler as wr >>> dfs = wr.s3.read_fwf( ... path=['s3://bucket/0.txt', 's3://bucket/1.txt'], ... chunksize=100, ... widths=[1, 3], ... names=["c0", "c1"] ... ) >>> for df in dfs: >>> print(df) # 100 lines Pandas DataFrame Reading FWF Dataset with PUSH-DOWN filter over partitions >>> import awswrangler as wr >>> my_filter = lambda x: True if x["city"].startswith("new") else False >>> df = wr.s3.read_fwf(path, dataset=True, partition_filter=my_filter, widths=[1, 3], names=["c0", "c1"]) """ if "pandas_kwargs" in pandas_kwargs: raise exceptions.InvalidArgument( "You can NOT pass `pandas_kwargs` explicit, just add valid " "Pandas arguments in the function call and awswrangler will accept it." "e.g. wr.s3.read_fwf(path, widths=[1, 3], names=['c0', 'c1'])" ) s3_client = _utils.client(service_name="s3", session=boto3_session) return _read_text_format( read_format="fwf", path=path, path_suffix=path_suffix, path_ignore_suffix=path_ignore_suffix, version_id=version_id, ignore_empty=ignore_empty, use_threads=use_threads, s3_client=s3_client, s3_additional_kwargs=s3_additional_kwargs, chunksize=chunksize, dataset=dataset, partition_filter=partition_filter, last_modified_begin=last_modified_begin, last_modified_end=last_modified_end, ignore_index=True, sort_index=False, ray_args=ray_args, **pandas_kwargs, ) @_utils.validate_distributed_kwargs( unsupported_kwargs=["boto3_session"], ) def read_json( path: str | list[str], path_suffix: str | list[str] | None = None, path_ignore_suffix: str | list[str] | None = None, version_id: str | dict[str, str] | None = None, ignore_empty: bool = True, orient: str = "columns", use_threads: bool | int = True, last_modified_begin: datetime.datetime | None = None, last_modified_end: datetime.datetime | None = None, boto3_session: boto3.Session | None = None, s3_additional_kwargs: dict[str, Any] | None = None, dtype_backend: Literal["numpy_nullable", "pyarrow"] = "numpy_nullable", chunksize: int | None = None, dataset: bool = False, partition_filter: Callable[[dict[str, str]], bool] | None = None, ray_args: RaySettings | None = None, **pandas_kwargs: Any, ) -> pd.DataFrame | Iterator[pd.DataFrame]: """Read JSON file(s) from a received S3 prefix or list of S3 objects paths. This function accepts Unix shell-style wildcards in the path argument. * (matches everything), ? (matches any single character), [seq] (matches any character in seq), [!seq] (matches any character not in seq). If you want to use a path which includes Unix shell-style wildcard characters (`*, ?, []`), you can use `glob.escape(path)` before passing the path to this function. Note ---- For partial and gradual reading use the argument ``chunksize`` instead of ``iterator``. Note ---- In case of `use_threads=True` the number of threads that will be spawned will be gotten from os.cpu_count(). Note ---- The filter by last_modified begin last_modified end is applied after list all S3 files Parameters ---------- path : Union[str, List[str]] S3 prefix (accepts Unix shell-style wildcards) (e.g. s3://bucket/prefix) or list of S3 objects paths (e.g. ``[s3://bucket/key0, s3://bucket/key1]``). path_suffix: Union[str, List[str], None] Suffix or List of suffixes to be read (e.g. [".json"]). If None, will try to read all files. (default) path_ignore_suffix: Union[str, List[str], None] Suffix or List of suffixes for S3 keys to be ignored.(e.g. ["_SUCCESS"]). If None, will try to read all files. (default) version_id: Optional[Union[str, Dict[str, str]]] Version id of the object or mapping of object path to version id. (e.g. {'s3://bucket/key0': '121212', 's3://bucket/key1': '343434'}) ignore_empty: bool Ignore files with 0 bytes. orient : str Same as Pandas: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_json.html use_threads : Union[bool, int] True to enable concurrent requests, False to disable multiple threads. If enabled os.cpu_count() will be used as the max number of threads. If integer is provided, specified number is used. last_modified_begin Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. last_modified_end: datetime, optional Filter the s3 files by the Last modified date of the object. The filter is applied only after list all s3 files. boto3_session : boto3.Session(), optional Boto3 Session. The default boto3 session will be used if boto3_session receive None. pyarrow_additional_kwargs: dict[str, Any], optional Forward to botocore requests, only "SSECustomerAlgorithm" and "SSECustomerKey" arguments will be considered. dtype_backend: str, optional Which dtype_backend to use, e.g. whether a DataFrame should have NumPy arrays, nullable dtypes are used for all dtypes that have a nullable implementation when “numpy_nullable” is set, pyarrow is used for all dtypes if “pyarrow” is set. The dtype_backends are still experimential. The "pyarrow" backend is only supported with Pandas 2.0 or above. chunksize: int, optional If specified, return an generator where chunksize is the number of rows to include in each chunk. dataset: bool If `True` read a JSON dataset instead of simple file(s) loading all the related partitions as columns. If `True`, the `lines=True` will be assumed by default. partition_filter: Optional[Callable[[Dict[str, str]], bool]] Callback Function filters to apply on PARTITION columns (PUSH-DOWN filter). This function MUST receive a single argument (Dict[str, str]) where keys are partitions names and values are partitions values. Partitions values will be always strings extracted from S3. This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` https://aws-sdk-pandas.readthedocs.io/en/3.6.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional Parameters of the Ray Modin settings. Only used when distributed computing is used with Ray and Modin installed. pandas_kwargs: KEYWORD arguments forwarded to pandas.read_json(). You can NOT pass `pandas_kwargs` explicit, just add valid Pandas arguments in the function call and awswrangler will accept it. e.g. wr.s3.read_json('s3://bucket/prefix/', lines=True, keep_default_dates=True) https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_json.html Returns ------- Union[pandas.DataFrame, Generator[pandas.DataFrame, None, None]] Pandas DataFrame or a Generator in case of `chunksize != None`. Examples -------- Reading all JSON files under a prefix >>> import awswrangler as wr >>> df = wr.s3.read_json(path='s3://bucket/prefix/') Reading all CSV files under a prefix and using pandas_kwargs >>> import awswrangler as wr >>> df = wr.s3.read_json('s3://bucket/prefix/', lines=True, keep_default_dates=True) Reading all JSON files from a list >>> import awswrangler as wr >>> df = wr.s3.read_json(path=['s3://bucket/filename0.json', 's3://bucket/filename1.json']) Reading in chunks of 100 lines >>> import awswrangler as wr >>> dfs = wr.s3.read_json(path=['s3://bucket/0.json', 's3://bucket/1.json'], chunksize=100, lines=True) >>> for df in dfs: >>> print(df) # 100 lines Pandas DataFrame Reading JSON Dataset with PUSH-DOWN filter over partitions >>> import awswrangler as wr >>> my_filter = lambda x: True if x["city"].startswith("new") else False >>> df = wr.s3.read_json(path, dataset=True, partition_filter=my_filter) """ if "pandas_kwargs" in pandas_kwargs: raise exceptions.InvalidArgument( "You can NOT pass `pandas_kwargs` explicit, just add valid " "Pandas arguments in the function call and awswrangler will accept it." "e.g. wr.s3.read_json(path, lines=True, keep_default_dates=True)" ) if dtype_backend != "numpy_nullable": pandas_kwargs["dtype_backend"] = dtype_backend s3_client = _utils.client(service_name="s3", session=boto3_session) if (dataset is True) and ("lines" not in pandas_kwargs): pandas_kwargs["lines"] = True pandas_kwargs["orient"] = orient ignore_index: bool = orient not in ("split", "index", "columns") return _read_text_format( read_format="json", path=path, path_suffix=path_suffix, path_ignore_suffix=path_ignore_suffix, version_id=version_id, ignore_empty=ignore_empty, use_threads=use_threads, s3_client=s3_client, s3_additional_kwargs=s3_additional_kwargs, chunksize=chunksize, dataset=dataset, partition_filter=partition_filter, last_modified_begin=last_modified_begin, last_modified_end=last_modified_end, ignore_index=ignore_index, ray_args=ray_args, **pandas_kwargs, )
data/awswrangler-3.6.0/awswrangler/s3/_read_text.py
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9,041
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LOAD_CONST '\n external/v1/auth_service.proto\n\n No description provided (generated by Swagger Codegen https://github.com/swagger-api/swagger-codegen) # noqa: E501\n\n OpenAPI spec version: version not set\n \n Generated by: https://github.com/swagger-api/swagger-codegen.git\n\n NOTE\n ----\n standard swagger-codegen-cli for this python client has been modified\n by custom templates. The purpose of these templates is to include\n typing information in the API and Model code. Please refer to the\n main grid repository for more info\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('absolute_import',) IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('ApiClient',) IMPORT_NAME lightning_cloud.openapi.api_client IMPORT_FROM ApiClient STORE_NAME ApiClient POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('*',) IMPORT_NAME lightning_cloud.openapi.models IMPORT_STAR LOAD_BUILD_CLASS LOAD_CONST <code object AuthServiceApi at 0x7fab41b73540, file "f.py", line 32> LOAD_CONST 'AuthServiceApi' MAKE_FUNCTION LOAD_CONST 'AuthServiceApi' LOAD_NAME object CALL_FUNCTION STORE_NAME AuthServiceApi LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuthServiceApi' STORE_NAME __qualname__ LOAD_CONST 'NOTE: This class is auto generated by the swagger code generator program.\n\n Do not edit the class manually.\n Ref: https://github.com/swagger-api/swagger-codegen\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7fab8228cb70, file "f.py", line 39> LOAD_CONST 'AuthServiceApi.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'V1GetUserResponse' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_get_user at 0x7fab54296780, file "f.py", line 44> LOAD_CONST 'AuthServiceApi.auth_service_get_user' MAKE_FUNCTION STORE_NAME auth_service_get_user LOAD_CONST 'V1GetUserResponse' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_get_user_with_http_info at 0x7fab54296ed0, file "f.py", line 64> LOAD_CONST 'AuthServiceApi.auth_service_get_user_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_get_user_with_http_info LOAD_CONST 'V1GetUserNotificationPreferencesResponse' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_get_user_notification_preferences at 0x7fab54296540, file "f.py", line 132> LOAD_CONST 'AuthServiceApi.auth_service_get_user_notification_preferences' MAKE_FUNCTION STORE_NAME auth_service_get_user_notification_preferences LOAD_CONST 'V1GetUserNotificationPreferencesResponse' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_get_user_notification_preferences_with_http_info at 0x7fab54296810, file "f.py", line 158> LOAD_CONST 'AuthServiceApi.auth_service_get_user_notification_preferences_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_get_user_notification_preferences_with_http_info LOAD_CONST 'V1LoginRequest' LOAD_CONST 'V1LoginResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_login at 0x7fab54296db0, file "f.py", line 226> LOAD_CONST 'AuthServiceApi.auth_service_login' MAKE_FUNCTION STORE_NAME auth_service_login LOAD_CONST 'V1LoginRequest' LOAD_CONST 'V1LoginResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_login_with_http_info at 0x7fab542960c0, file "f.py", line 251> LOAD_CONST 'AuthServiceApi.auth_service_login_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_login_with_http_info LOAD_CONST 'V1LogoutRequest' LOAD_CONST 'V1LogoutResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_logout at 0x7fab542969c0, file "f.py", line 332> LOAD_CONST 'AuthServiceApi.auth_service_logout' MAKE_FUNCTION STORE_NAME auth_service_logout LOAD_CONST 'V1LogoutRequest' LOAD_CONST 'V1LogoutResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_logout_with_http_info at 0x7fab54296660, file "f.py", line 357> LOAD_CONST 'AuthServiceApi.auth_service_logout_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_logout_with_http_info LOAD_CONST 'V1MagicLinkLoginRequest' LOAD_CONST 'V1MagicLinkLoginResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_magic_link_login at 0x7fab54296150, file "f.py", line 438> LOAD_CONST 'AuthServiceApi.auth_service_magic_link_login' MAKE_FUNCTION STORE_NAME auth_service_magic_link_login LOAD_CONST 'V1MagicLinkLoginRequest' LOAD_CONST 'V1MagicLinkLoginResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_magic_link_login_with_http_info at 0x7fab542968a0, file "f.py", line 465> LOAD_CONST 'AuthServiceApi.auth_service_magic_link_login_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_magic_link_login_with_http_info LOAD_CONST 'V1RefreshRequest' LOAD_CONST 'V1RefreshResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_refresh at 0x7fab54296420, file "f.py", line 546> LOAD_CONST 'AuthServiceApi.auth_service_refresh' MAKE_FUNCTION STORE_NAME auth_service_refresh LOAD_CONST 'V1RefreshRequest' LOAD_CONST 'V1RefreshResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_refresh_with_http_info at 0x7fab54296b70, file "f.py", line 573> LOAD_CONST 'AuthServiceApi.auth_service_refresh_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_refresh_with_http_info LOAD_CONST 'V1UpdateUserRequest' LOAD_CONST 'V1GetUserResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_update_user at 0x7fab54296a50, file "f.py", line 654> LOAD_CONST 'AuthServiceApi.auth_service_update_user' MAKE_FUNCTION STORE_NAME auth_service_update_user LOAD_CONST 'V1UpdateUserRequest' LOAD_CONST 'V1GetUserResponse' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_update_user_with_http_info at 0x7fab54296d20, file "f.py", line 681> LOAD_CONST 'AuthServiceApi.auth_service_update_user_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_update_user_with_http_info LOAD_CONST 'V1NotificationPreferencesRequest' LOAD_CONST 'V1NotificationPreference' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_update_user_notification_preferences at 0x7fab54296300, file "f.py", line 762> LOAD_CONST 'AuthServiceApi.auth_service_update_user_notification_preferences' MAKE_FUNCTION STORE_NAME auth_service_update_user_notification_preferences LOAD_CONST 'V1NotificationPreferencesRequest' LOAD_CONST 'V1NotificationPreference' LOAD_CONST ('body', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object auth_service_update_user_notification_preferences_with_http_info at 0x7fab542961e0, file "f.py", line 793> LOAD_CONST 'AuthServiceApi.auth_service_update_user_notification_preferences_with_http_info' MAKE_FUNCTION STORE_NAME auth_service_update_user_notification_preferences_with_http_info LOAD_CONST None RETURN_VALUE LOAD_FAST api_client LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ApiClient CALL_FUNCTION STORE_FAST api_client LOAD_FAST api_client LOAD_FAST self STORE_ATTR api_client LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_get_user_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_get_user_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 106 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 104 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_get_user" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/user' LOAD_CONST 'GET' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1GetUserResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_get_user_notification_preferences_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_get_user_notification_preferences_with_http_info BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 106 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 104 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_get_user_notification_preferences" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/user/notification-preferences' LOAD_CONST 'GET' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1GetUserNotificationPreferencesResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_login_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_login_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_login" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_login`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/login' LOAD_CONST 'POST' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1LoginResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_logout_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_logout_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_logout" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_logout`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/logout' LOAD_CONST 'POST' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1LogoutResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_magic_link_login_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_magic_link_login_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_magic_link_login" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_magic_link_login`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/magic-link-login' LOAD_CONST 'POST' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1MagicLinkLoginResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_refresh_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_refresh_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_refresh" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_refresh`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/refresh' LOAD_CONST 'POST' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1RefreshResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_update_user_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_update_user_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_update_user" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_update_user`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/user' LOAD_CONST 'PUT' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1GetUserResponse' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE LOAD_CONST True LOAD_FAST kwargs LOAD_CONST '_return_http_data_only' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR auth_service_update_user_notification_preferences_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR auth_service_update_user_notification_preferences_with_http_info LOAD_FAST body BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'body' BUILD_LIST STORE_FAST all_params LOAD_FAST all_params LOAD_METHOD append LOAD_CONST 'async_req' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_return_http_data_only' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_preload_content' CALL_METHOD POP_TOP LOAD_FAST all_params LOAD_METHOD append LOAD_CONST '_request_timeout' CALL_METHOD POP_TOP LOAD_GLOBAL locals CALL_FUNCTION STORE_FAST params SETUP_LOOP to 108 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST params LOAD_CONST 'kwargs' BINARY_SUBSCR CALL_METHOD GET_ITER FOR_ITER to 106 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_FAST all_params COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "Got an unexpected keyword argument '%s' to method auth_service_update_user_notification_preferences" LOAD_FAST key BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST val LOAD_FAST params LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST params LOAD_CONST 'kwargs' DELETE_SUBSCR LOAD_CONST 'body' LOAD_FAST params COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Missing the required parameter `body` when calling `auth_service_update_user_notification_preferences`' CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST collection_formats BUILD_MAP STORE_FAST path_params BUILD_LIST STORE_FAST query_params BUILD_MAP STORE_FAST header_params BUILD_LIST STORE_FAST form_params BUILD_MAP STORE_FAST local_var_files LOAD_CONST None STORE_FAST body_params LOAD_CONST 'body' LOAD_FAST params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST params LOAD_CONST 'body' BINARY_SUBSCR STORE_FAST body_params LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_accept LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Accept' STORE_SUBSCR LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_header_content_type LOAD_CONST 'application/json' BUILD_LIST CALL_METHOD LOAD_FAST header_params LOAD_CONST 'Content-Type' STORE_SUBSCR BUILD_LIST STORE_FAST auth_settings LOAD_FAST self LOAD_ATTR api_client LOAD_ATTR call_api LOAD_CONST '/v1/auth/user/notification-preferences' LOAD_CONST 'PUT' LOAD_FAST path_params LOAD_FAST query_params LOAD_FAST header_params LOAD_FAST body_params LOAD_FAST form_params LOAD_FAST local_var_files LOAD_CONST 'V1NotificationPreference' LOAD_FAST auth_settings LOAD_FAST params LOAD_METHOD get LOAD_CONST 'async_req' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_return_http_data_only' CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_preload_content' LOAD_CONST True CALL_METHOD LOAD_FAST params LOAD_METHOD get LOAD_CONST '_request_timeout' CALL_METHOD LOAD_FAST collection_formats LOAD_CONST ('body', 'post_params', 'files', 'response_type', 'auth_settings', 'async_req', '_return_http_data_only', '_preload_content', '_request_timeout', 'collection_formats') CALL_FUNCTION RETURN_VALUE
""" external/v1/auth_service.proto No description provided (generated by Swagger Codegen https://github.com/swagger-api/swagger-codegen) # noqa: E501 OpenAPI spec version: version not set Generated by: https://github.com/swagger-api/swagger-codegen.git NOTE ---- standard swagger-codegen-cli for this python client has been modified by custom templates. The purpose of these templates is to include typing information in the API and Model code. Please refer to the main grid repository for more info """ from __future__ import absolute_import import re # noqa: F401 from typing import TYPE_CHECKING, Any import six from lightning_cloud.openapi.api_client import ApiClient if TYPE_CHECKING: from datetime import datetime from lightning_cloud.openapi.models import * class AuthServiceApi(object): """NOTE: This class is auto generated by the swagger code generator program. Do not edit the class manually. Ref: https://github.com/swagger-api/swagger-codegen """ def __init__(self, api_client=None): if api_client is None: api_client = ApiClient() self.api_client = api_client def auth_service_get_user(self, **kwargs) -> "V1GetUserResponse": # noqa: E501 """auth_service_get_user # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_get_user(async_req=True) >>> result = thread.get() :param async_req bool :return: V1GetUserResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_get_user_with_http_info(**kwargs) # noqa: E501 else: (data) = self.auth_service_get_user_with_http_info(**kwargs) # noqa: E501 return data def auth_service_get_user_with_http_info( self, **kwargs ) -> "V1GetUserResponse": # noqa: E501 """auth_service_get_user # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_get_user_with_http_info(async_req=True) >>> result = thread.get() :param async_req bool :return: V1GetUserResponse If the method is called asynchronously, returns the request thread. """ all_params = [] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_get_user" % key ) params[key] = val del params["kwargs"] collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/user", "GET", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1GetUserResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_get_user_notification_preferences( self, **kwargs ) -> "V1GetUserNotificationPreferencesResponse": # noqa: E501 """auth_service_get_user_notification_preferences # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_get_user_notification_preferences(async_req=True) >>> result = thread.get() :param async_req bool :return: V1GetUserNotificationPreferencesResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_get_user_notification_preferences_with_http_info( **kwargs ) # noqa: E501 else: (data) = self.auth_service_get_user_notification_preferences_with_http_info( **kwargs ) # noqa: E501 return data def auth_service_get_user_notification_preferences_with_http_info( self, **kwargs ) -> "V1GetUserNotificationPreferencesResponse": # noqa: E501 """auth_service_get_user_notification_preferences # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_get_user_notification_preferences_with_http_info(async_req=True) >>> result = thread.get() :param async_req bool :return: V1GetUserNotificationPreferencesResponse If the method is called asynchronously, returns the request thread. """ all_params = [] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_get_user_notification_preferences" % key ) params[key] = val del params["kwargs"] collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/user/notification-preferences", "GET", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1GetUserNotificationPreferencesResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_login( self, body: "V1LoginRequest", **kwargs ) -> "V1LoginResponse": # noqa: E501 """auth_service_login # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_login(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1LoginRequest body: (required) :return: V1LoginResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_login_with_http_info(body, **kwargs) # noqa: E501 else: (data) = self.auth_service_login_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_login_with_http_info( self, body: "V1LoginRequest", **kwargs ) -> "V1LoginResponse": # noqa: E501 """auth_service_login # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_login_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1LoginRequest body: (required) :return: V1LoginResponse If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_login" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_login`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/login", "POST", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1LoginResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_logout( self, body: "V1LogoutRequest", **kwargs ) -> "V1LogoutResponse": # noqa: E501 """auth_service_logout # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_logout(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1LogoutRequest body: (required) :return: V1LogoutResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_logout_with_http_info(body, **kwargs) # noqa: E501 else: (data) = self.auth_service_logout_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_logout_with_http_info( self, body: "V1LogoutRequest", **kwargs ) -> "V1LogoutResponse": # noqa: E501 """auth_service_logout # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_logout_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1LogoutRequest body: (required) :return: V1LogoutResponse If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_logout" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_logout`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/logout", "POST", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1LogoutResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_magic_link_login( self, body: "V1MagicLinkLoginRequest", **kwargs ) -> "V1MagicLinkLoginResponse": # noqa: E501 """auth_service_magic_link_login # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_magic_link_login(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1MagicLinkLoginRequest body: (required) :return: V1MagicLinkLoginResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_magic_link_login_with_http_info( body, **kwargs ) # noqa: E501 else: (data) = self.auth_service_magic_link_login_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_magic_link_login_with_http_info( self, body: "V1MagicLinkLoginRequest", **kwargs ) -> "V1MagicLinkLoginResponse": # noqa: E501 """auth_service_magic_link_login # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_magic_link_login_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1MagicLinkLoginRequest body: (required) :return: V1MagicLinkLoginResponse If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_magic_link_login" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_magic_link_login`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/magic-link-login", "POST", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1MagicLinkLoginResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_refresh( self, body: "V1RefreshRequest", **kwargs ) -> "V1RefreshResponse": # noqa: E501 """auth_service_refresh # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_refresh(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1RefreshRequest body: (required) :return: V1RefreshResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_refresh_with_http_info( body, **kwargs ) # noqa: E501 else: (data) = self.auth_service_refresh_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_refresh_with_http_info( self, body: "V1RefreshRequest", **kwargs ) -> "V1RefreshResponse": # noqa: E501 """auth_service_refresh # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_refresh_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1RefreshRequest body: (required) :return: V1RefreshResponse If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_refresh" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_refresh`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/refresh", "POST", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1RefreshResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_update_user( self, body: "V1UpdateUserRequest", **kwargs ) -> "V1GetUserResponse": # noqa: E501 """TODO: change `GetUserResponse` to `User` # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_update_user(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1UpdateUserRequest body: (required) :return: V1GetUserResponse If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return self.auth_service_update_user_with_http_info( body, **kwargs ) # noqa: E501 else: (data) = self.auth_service_update_user_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_update_user_with_http_info( self, body: "V1UpdateUserRequest", **kwargs ) -> "V1GetUserResponse": # noqa: E501 """TODO: change `GetUserResponse` to `User` # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_update_user_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1UpdateUserRequest body: (required) :return: V1GetUserResponse If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_update_user" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_update_user`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/user", "PUT", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1GetUserResponse", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, ) def auth_service_update_user_notification_preferences( self, body: "V1NotificationPreferencesRequest", **kwargs ) -> "V1NotificationPreference": # noqa: E501 """auth_service_update_user_notification_preferences # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_update_user_notification_preferences(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1NotificationPreferencesRequest body: (required) :return: V1NotificationPreference If the method is called asynchronously, returns the request thread. """ kwargs["_return_http_data_only"] = True if kwargs.get("async_req"): return ( self.auth_service_update_user_notification_preferences_with_http_info( body, **kwargs ) ) # noqa: E501 else: ( data ) = self.auth_service_update_user_notification_preferences_with_http_info( body, **kwargs ) # noqa: E501 return data def auth_service_update_user_notification_preferences_with_http_info( self, body: "V1NotificationPreferencesRequest", **kwargs ) -> "V1NotificationPreference": # noqa: E501 """auth_service_update_user_notification_preferences # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.auth_service_update_user_notification_preferences_with_http_info(body, async_req=True) >>> result = thread.get() :param async_req bool :param V1NotificationPreferencesRequest body: (required) :return: V1NotificationPreference If the method is called asynchronously, returns the request thread. """ all_params = ["body"] # noqa: E501 all_params.append("async_req") all_params.append("_return_http_data_only") all_params.append("_preload_content") all_params.append("_request_timeout") params = locals() for key, val in six.iteritems(params["kwargs"]): if key not in all_params: raise TypeError( "Got an unexpected keyword argument '%s'" " to method auth_service_update_user_notification_preferences" % key ) params[key] = val del params["kwargs"] if "body" not in params or params["body"] is None: raise ValueError( "Missing the required parameter `body` when calling `auth_service_update_user_notification_preferences`" ) # noqa: E501 collection_formats = {} path_params = {} query_params = [] header_params = {} form_params = [] local_var_files = {} body_params = None if "body" in params: body_params = params["body"] header_params["Accept"] = self.api_client.select_header_accept( ["application/json"] ) # noqa: E501 header_params[ "Content-Type" ] = self.api_client.select_header_content_type( # noqa: E501 ["application/json"] ) # noqa: E501 auth_settings = [] # noqa: E501 return self.api_client.call_api( "/v1/auth/user/notification-preferences", "PUT", path_params, query_params, header_params, body=body_params, post_params=form_params, files=local_var_files, response_type="V1NotificationPreference", # noqa: E501 auth_settings=auth_settings, async_req=params.get("async_req"), _return_http_data_only=params.get("_return_http_data_only"), _preload_content=params.get("_preload_content", True), _request_timeout=params.get("_request_timeout"), collection_formats=collection_formats, )
data/lightning_cloud-0.5.64/lightning_cloud/openapi/api/auth_service_api.py
8,653
9,041
233,690
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME base64 STORE_NAME base64 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME mlflow STORE_NAME mlflow LOAD_CONST 0 LOAD_CONST ('Run',) IMPORT_NAME mlflow.entities IMPORT_FROM Run STORE_NAME Run POP_TOP LOAD_CONST 0 LOAD_CONST ('MlflowException',) IMPORT_NAME mlflow.exceptions IMPORT_FROM MlflowException STORE_NAME MlflowException POP_TOP LOAD_CONST 0 LOAD_CONST ('MODEL_VERSION_OPERATION_READ_WRITE', 'CreateModelVersionRequest', 'CreateModelVersionResponse', 'CreateRegisteredModelRequest', 'CreateRegisteredModelResponse', 'DeleteModelVersionRequest', 'DeleteModelVersionResponse', 'DeleteModelVersionTagRequest', 'DeleteModelVersionTagResponse', 'DeleteRegisteredModelAliasRequest', 'DeleteRegisteredModelAliasResponse', 'DeleteRegisteredModelRequest', 'DeleteRegisteredModelResponse', 'DeleteRegisteredModelTagRequest', 'DeleteRegisteredModelTagResponse', 'Entity', 'FinalizeModelVersionRequest', 'FinalizeModelVersionResponse', 'GenerateTemporaryModelVersionCredentialsRequest', 'GenerateTemporaryModelVersionCredentialsResponse', 'GetModelVersionByAliasRequest', 'GetModelVersionByAliasResponse', 'GetModelVersionDownloadUriRequest', 'GetModelVersionDownloadUriResponse', 'GetModelVersionRequest', 'GetModelVersionResponse', 'GetRegisteredModelRequest', 'GetRegisteredModelResponse', 'Job', 'LineageHeaderInfo', 'Notebook', 'SearchModelVersionsRequest', 'SearchModelVersionsResponse', 'SearchRegisteredModelsRequest', 'SearchRegisteredModelsResponse', 'SetModelVersionTagRequest', 'SetModelVersionTagResponse', 'SetRegisteredModelAliasRequest', 'SetRegisteredModelAliasResponse', 'SetRegisteredModelTagRequest', 'SetRegisteredModelTagResponse', 'TemporaryCredentials', 'UpdateModelVersionRequest', 'UpdateModelVersionResponse', 'UpdateRegisteredModelRequest', 'UpdateRegisteredModelResponse') IMPORT_NAME mlflow.protos.databricks_uc_registry_messages_pb2 IMPORT_FROM MODEL_VERSION_OPERATION_READ_WRITE STORE_NAME MODEL_VERSION_OPERATION_READ_WRITE IMPORT_FROM CreateModelVersionRequest STORE_NAME CreateModelVersionRequest IMPORT_FROM CreateModelVersionResponse STORE_NAME CreateModelVersionResponse IMPORT_FROM CreateRegisteredModelRequest STORE_NAME CreateRegisteredModelRequest IMPORT_FROM CreateRegisteredModelResponse STORE_NAME CreateRegisteredModelResponse IMPORT_FROM DeleteModelVersionRequest STORE_NAME DeleteModelVersionRequest IMPORT_FROM DeleteModelVersionResponse STORE_NAME DeleteModelVersionResponse IMPORT_FROM DeleteModelVersionTagRequest STORE_NAME DeleteModelVersionTagRequest IMPORT_FROM DeleteModelVersionTagResponse STORE_NAME DeleteModelVersionTagResponse IMPORT_FROM DeleteRegisteredModelAliasRequest STORE_NAME DeleteRegisteredModelAliasRequest IMPORT_FROM DeleteRegisteredModelAliasResponse STORE_NAME DeleteRegisteredModelAliasResponse IMPORT_FROM DeleteRegisteredModelRequest STORE_NAME DeleteRegisteredModelRequest IMPORT_FROM DeleteRegisteredModelResponse STORE_NAME DeleteRegisteredModelResponse IMPORT_FROM DeleteRegisteredModelTagRequest STORE_NAME DeleteRegisteredModelTagRequest IMPORT_FROM DeleteRegisteredModelTagResponse STORE_NAME DeleteRegisteredModelTagResponse IMPORT_FROM Entity STORE_NAME Entity IMPORT_FROM FinalizeModelVersionRequest STORE_NAME FinalizeModelVersionRequest IMPORT_FROM FinalizeModelVersionResponse STORE_NAME FinalizeModelVersionResponse IMPORT_FROM GenerateTemporaryModelVersionCredentialsRequest STORE_NAME GenerateTemporaryModelVersionCredentialsRequest IMPORT_FROM GenerateTemporaryModelVersionCredentialsResponse STORE_NAME GenerateTemporaryModelVersionCredentialsResponse IMPORT_FROM GetModelVersionByAliasRequest STORE_NAME GetModelVersionByAliasRequest IMPORT_FROM GetModelVersionByAliasResponse STORE_NAME GetModelVersionByAliasResponse IMPORT_FROM GetModelVersionDownloadUriRequest STORE_NAME GetModelVersionDownloadUriRequest IMPORT_FROM GetModelVersionDownloadUriResponse STORE_NAME GetModelVersionDownloadUriResponse IMPORT_FROM GetModelVersionRequest STORE_NAME GetModelVersionRequest IMPORT_FROM GetModelVersionResponse STORE_NAME GetModelVersionResponse IMPORT_FROM GetRegisteredModelRequest STORE_NAME GetRegisteredModelRequest IMPORT_FROM GetRegisteredModelResponse STORE_NAME GetRegisteredModelResponse IMPORT_FROM Job STORE_NAME Job IMPORT_FROM LineageHeaderInfo STORE_NAME LineageHeaderInfo IMPORT_FROM Notebook STORE_NAME Notebook IMPORT_FROM SearchModelVersionsRequest STORE_NAME SearchModelVersionsRequest IMPORT_FROM SearchModelVersionsResponse STORE_NAME SearchModelVersionsResponse IMPORT_FROM SearchRegisteredModelsRequest STORE_NAME SearchRegisteredModelsRequest IMPORT_FROM SearchRegisteredModelsResponse STORE_NAME SearchRegisteredModelsResponse IMPORT_FROM SetModelVersionTagRequest STORE_NAME SetModelVersionTagRequest IMPORT_FROM SetModelVersionTagResponse STORE_NAME SetModelVersionTagResponse IMPORT_FROM SetRegisteredModelAliasRequest STORE_NAME SetRegisteredModelAliasRequest IMPORT_FROM SetRegisteredModelAliasResponse STORE_NAME SetRegisteredModelAliasResponse IMPORT_FROM SetRegisteredModelTagRequest STORE_NAME SetRegisteredModelTagRequest IMPORT_FROM SetRegisteredModelTagResponse STORE_NAME SetRegisteredModelTagResponse IMPORT_FROM TemporaryCredentials STORE_NAME TemporaryCredentials IMPORT_FROM UpdateModelVersionRequest STORE_NAME UpdateModelVersionRequest IMPORT_FROM UpdateModelVersionResponse STORE_NAME UpdateModelVersionResponse IMPORT_FROM UpdateRegisteredModelRequest STORE_NAME UpdateRegisteredModelRequest IMPORT_FROM UpdateRegisteredModelResponse STORE_NAME UpdateRegisteredModelResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('UcModelRegistryService',) IMPORT_NAME mlflow.protos.databricks_uc_registry_service_pb2 IMPORT_FROM UcModelRegistryService STORE_NAME UcModelRegistryService POP_TOP LOAD_CONST 0 LOAD_CONST ('GetRun', 'MlflowService') IMPORT_NAME mlflow.protos.service_pb2 IMPORT_FROM GetRun STORE_NAME GetRun IMPORT_FROM MlflowService STORE_NAME MlflowService POP_TOP LOAD_CONST 0 LOAD_CONST ('get_artifact_repo_from_storage_info', 'get_full_name_from_sc', 'model_version_from_uc_proto', 'registered_model_from_uc_proto', 'uc_model_version_tag_from_mlflow_tags', 'uc_registered_model_tag_from_mlflow_tags') IMPORT_NAME mlflow.store._unity_catalog.registry.utils IMPORT_FROM get_artifact_repo_from_storage_info STORE_NAME get_artifact_repo_from_storage_info IMPORT_FROM get_full_name_from_sc STORE_NAME get_full_name_from_sc IMPORT_FROM model_version_from_uc_proto STORE_NAME model_version_from_uc_proto IMPORT_FROM registered_model_from_uc_proto STORE_NAME registered_model_from_uc_proto IMPORT_FROM uc_model_version_tag_from_mlflow_tags STORE_NAME uc_model_version_tag_from_mlflow_tags IMPORT_FROM uc_registered_model_tag_from_mlflow_tags STORE_NAME uc_registered_model_tag_from_mlflow_tags POP_TOP LOAD_CONST 0 LOAD_CONST ('PagedList',) IMPORT_NAME mlflow.store.entities.paged_list IMPORT_FROM PagedList STORE_NAME PagedList POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseRestStore',) IMPORT_NAME mlflow.store.model_registry.rest_store IMPORT_FROM BaseRestStore STORE_NAME BaseRestStore POP_TOP LOAD_CONST 0 LOAD_CONST ('_get_active_spark_session',) IMPORT_NAME mlflow.utils._spark_utils IMPORT_FROM _get_active_spark_session STORE_NAME _get_active_spark_session POP_TOP LOAD_CONST 0 LOAD_CONST ('experimental',) IMPORT_NAME mlflow.utils.annotations IMPORT_FROM experimental STORE_NAME experimental POP_TOP LOAD_CONST 0 LOAD_CONST ('get_databricks_host_creds', 'is_databricks_uri') IMPORT_NAME mlflow.utils.databricks_utils IMPORT_FROM get_databricks_host_creds STORE_NAME get_databricks_host_creds IMPORT_FROM is_databricks_uri STORE_NAME is_databricks_uri POP_TOP LOAD_CONST 0 LOAD_CONST ('MLFLOW_DATABRICKS_JOB_ID', 'MLFLOW_DATABRICKS_JOB_RUN_ID', 'MLFLOW_DATABRICKS_NOTEBOOK_ID') IMPORT_NAME mlflow.utils.mlflow_tags IMPORT_FROM MLFLOW_DATABRICKS_JOB_ID STORE_NAME MLFLOW_DATABRICKS_JOB_ID IMPORT_FROM MLFLOW_DATABRICKS_JOB_RUN_ID STORE_NAME MLFLOW_DATABRICKS_JOB_RUN_ID IMPORT_FROM MLFLOW_DATABRICKS_NOTEBOOK_ID STORE_NAME MLFLOW_DATABRICKS_NOTEBOOK_ID POP_TOP LOAD_CONST 0 LOAD_CONST ('message_to_json', 'parse_dict') IMPORT_NAME mlflow.utils.proto_json_utils IMPORT_FROM message_to_json STORE_NAME message_to_json IMPORT_FROM parse_dict STORE_NAME parse_dict POP_TOP LOAD_CONST 0 LOAD_CONST ('_REST_API_PATH_PREFIX', 'extract_all_api_info_for_service', 'extract_api_info_for_service', 'http_request', 'verify_rest_response') IMPORT_NAME mlflow.utils.rest_utils IMPORT_FROM _REST_API_PATH_PREFIX STORE_NAME _REST_API_PATH_PREFIX IMPORT_FROM extract_all_api_info_for_service STORE_NAME extract_all_api_info_for_service IMPORT_FROM extract_api_info_for_service STORE_NAME extract_api_info_for_service IMPORT_FROM http_request STORE_NAME http_request IMPORT_FROM verify_rest_response STORE_NAME verify_rest_response POP_TOP LOAD_CONST 'x-databricks-org-id' STORE_NAME _DATABRICKS_ORG_ID_HEADER LOAD_CONST 'X-Databricks-Lineage-Identifier' STORE_NAME _DATABRICKS_LINEAGE_ID_HEADER LOAD_NAME extract_api_info_for_service LOAD_NAME MlflowService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _TRACKING_METHOD_TO_INFO LOAD_NAME extract_api_info_for_service LOAD_NAME UcModelRegistryService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _METHOD_TO_INFO LOAD_NAME extract_all_api_info_for_service LOAD_NAME UcModelRegistryService LOAD_NAME _REST_API_PATH_PREFIX CALL_FUNCTION STORE_NAME _METHOD_TO_ALL_INFO LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME _logger LOAD_CONST (None, None) LOAD_CONST <code object _require_arg_unspecified at 0x7fab42122db0, file "f.py", line 103> LOAD_CONST '_require_arg_unspecified' MAKE_FUNCTION STORE_NAME _require_arg_unspecified LOAD_CONST (None,) LOAD_CONST <code object _raise_unsupported_arg at 0x7fab7038a780, file "f.py", line 109> LOAD_CONST '_raise_unsupported_arg' MAKE_FUNCTION STORE_NAME _raise_unsupported_arg LOAD_CONST (None,) LOAD_CONST <code object _raise_unsupported_method at 0x7fab7038a5d0, file "f.py", line 118> LOAD_CONST '_raise_unsupported_method' MAKE_FUNCTION STORE_NAME _raise_unsupported_method LOAD_CONST <code object _load_model at 0x7fab7038a9c0, file "f.py", line 127> LOAD_CONST '_load_model' MAKE_FUNCTION STORE_NAME _load_model LOAD_CONST <code object get_feature_dependencies at 0x7fab7038a6f0, file "f.py", line 142> LOAD_CONST 'get_feature_dependencies' MAKE_FUNCTION STORE_NAME get_feature_dependencies LOAD_NAME experimental LOAD_BUILD_CLASS LOAD_CONST <code object UcModelRegistryStore at 0x7fab7016f810, file "f.py", line 160> LOAD_CONST 'UcModelRegistryStore' MAKE_FUNCTION LOAD_CONST 'UcModelRegistryStore' LOAD_NAME BaseRestStore CALL_FUNCTION CALL_FUNCTION STORE_NAME UcModelRegistryStore LOAD_CONST None RETURN_VALUE LOAD_FAST default_values LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None BUILD_LIST JUMP_FORWARD to 16 LOAD_FAST default_values STORE_FAST default_values LOAD_FAST arg_value LOAD_FAST default_values COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL _raise_unsupported_arg LOAD_FAST arg_name LOAD_FAST message CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST "Argument '" LOAD_FAST arg_name FORMAT_VALUE LOAD_CONST "' is unsupported for models in the Unity Catalog." BUILD_STRING BUILD_LIST STORE_FAST messages LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST messages LOAD_METHOD append LOAD_FAST message CALL_METHOD POP_TOP LOAD_GLOBAL MlflowException LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST messages CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST "Method '" LOAD_FAST method FORMAT_VALUE LOAD_CONST "' is unsupported for models in the Unity Catalog." BUILD_STRING BUILD_LIST STORE_FAST messages LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST messages LOAD_METHOD append LOAD_FAST message CALL_METHOD POP_TOP LOAD_GLOBAL MlflowException LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST messages CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('Model',) IMPORT_NAME mlflow.models.model IMPORT_FROM Model STORE_FAST Model POP_TOP SETUP_EXCEPT to 24 LOAD_FAST Model LOAD_METHOD load LOAD_FAST local_model_dir CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 54 LOAD_GLOBAL MlflowException LOAD_CONST 'Unable to load model metadata. Ensure the source path of the model being registered points to a valid MLflow model directory (see https://mlflow.org/docs/latest/models.html#storage-format) containing a model signature (https://mlflow.org/docs/latest/models.html#model-signature) specifying both input and output type specifications.' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 68 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _load_model LOAD_FAST model_dir CALL_FUNCTION STORE_FAST model LOAD_FAST model LOAD_METHOD get_model_info CALL_METHOD STORE_FAST model_info LOAD_FAST model_info LOAD_ATTR flavors LOAD_METHOD get LOAD_CONST 'python_function' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'loader_module' CALL_METHOD LOAD_GLOBAL mlflow LOAD_ATTR models LOAD_ATTR model LOAD_ATTR _DATABRICKS_FS_LOADER_MODULE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'This model was packaged by Databricks Feature Store and can only be registered on a Databricks cluster.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST '' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UcModelRegistryStore' STORE_NAME __qualname__ LOAD_CONST "\n Client for a remote model registry server accessed via REST API calls\n\n :param store_uri: URI with scheme 'databricks-uc'\n :param tracking_uri: URI of the Databricks MLflow tracking server from which to fetch\n run info and download run artifacts, when creating new model\n versions from source artifacts logged to an MLflow run.\n " STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab7038a420, file "f.py", line 171> LOAD_CONST 'UcModelRegistryStore.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_response_from_method at 0x7fab7038a4b0, file "f.py", line 184> LOAD_CONST 'UcModelRegistryStore._get_response_from_method' MAKE_FUNCTION STORE_NAME _get_response_from_method LOAD_CONST <code object _get_endpoint_from_method at 0x7fab7038ac90, file "f.py", line 210> LOAD_CONST 'UcModelRegistryStore._get_endpoint_from_method' MAKE_FUNCTION STORE_NAME _get_endpoint_from_method LOAD_CONST <code object _get_all_endpoints_from_method at 0x7fab7038ad20, file "f.py", line 213> LOAD_CONST 'UcModelRegistryStore._get_all_endpoints_from_method' MAKE_FUNCTION STORE_NAME _get_all_endpoints_from_method LOAD_CONST (None, None) LOAD_CONST <code object create_registered_model at 0x7fab7038adb0, file "f.py", line 216> LOAD_CONST 'UcModelRegistryStore.create_registered_model' MAKE_FUNCTION STORE_NAME create_registered_model LOAD_CONST <code object update_registered_model at 0x7fab7038a660, file "f.py", line 238> LOAD_CONST 'UcModelRegistryStore.update_registered_model' MAKE_FUNCTION STORE_NAME update_registered_model LOAD_CONST <code object rename_registered_model at 0x7fab7038a030, file "f.py", line 253> LOAD_CONST 'UcModelRegistryStore.rename_registered_model' MAKE_FUNCTION STORE_NAME rename_registered_model LOAD_CONST <code object delete_registered_model at 0x7fab7038a1e0, file "f.py", line 266> LOAD_CONST 'UcModelRegistryStore.delete_registered_model' MAKE_FUNCTION STORE_NAME delete_registered_model LOAD_CONST (None, None, None, None) LOAD_CONST <code object search_registered_models at 0x7fab7038a930, file "f.py", line 278> LOAD_CONST 'UcModelRegistryStore.search_registered_models' MAKE_FUNCTION STORE_NAME search_registered_models LOAD_CONST <code object get_registered_model at 0x7fab7038ac00, file "f.py", line 309> LOAD_CONST 'UcModelRegistryStore.get_registered_model' MAKE_FUNCTION STORE_NAME get_registered_model LOAD_CONST (None,) LOAD_CONST <code object get_latest_versions at 0x7fab7038a8a0, file "f.py", line 321> LOAD_CONST 'UcModelRegistryStore.get_latest_versions' MAKE_FUNCTION STORE_NAME get_latest_versions LOAD_CONST <code object set_registered_model_tag at 0x7fab7038a810, file "f.py", line 342> LOAD_CONST 'UcModelRegistryStore.set_registered_model_tag' MAKE_FUNCTION STORE_NAME set_registered_model_tag LOAD_CONST <code object delete_registered_model_tag at 0x7fab7038a540, file "f.py", line 356> LOAD_CONST 'UcModelRegistryStore.delete_registered_model_tag' MAKE_FUNCTION STORE_NAME delete_registered_model_tag LOAD_CONST <code object _finalize_model_version at 0x7fab7038aae0, file "f.py", line 370> LOAD_CONST 'UcModelRegistryStore._finalize_model_version' MAKE_FUNCTION STORE_NAME _finalize_model_version LOAD_NAME TemporaryCredentials LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_temporary_model_version_write_credentials at 0x7fab5408f270, file "f.py", line 383> LOAD_CONST 'UcModelRegistryStore._get_temporary_model_version_write_credentials' MAKE_FUNCTION STORE_NAME _get_temporary_model_version_write_credentials LOAD_CONST <code object _get_run_and_headers at 0x7fab5408f5d0, file "f.py", line 402> LOAD_CONST 'UcModelRegistryStore._get_run_and_headers' MAKE_FUNCTION STORE_NAME _get_run_and_headers LOAD_CONST <code object _get_workspace_id at 0x7fab5408f930, file "f.py", line 429> LOAD_CONST 'UcModelRegistryStore._get_workspace_id' MAKE_FUNCTION STORE_NAME _get_workspace_id LOAD_CONST <code object _get_notebook_id at 0x7fab5408f660, file "f.py", line 438> LOAD_CONST 'UcModelRegistryStore._get_notebook_id' MAKE_FUNCTION STORE_NAME _get_notebook_id LOAD_CONST <code object _get_job_id at 0x7fab5408f540, file "f.py", line 443> LOAD_CONST 'UcModelRegistryStore._get_job_id' MAKE_FUNCTION STORE_NAME _get_job_id LOAD_CONST <code object _get_job_run_id at 0x7fab5408fed0, file "f.py", line 448> LOAD_CONST 'UcModelRegistryStore._get_job_run_id' MAKE_FUNCTION STORE_NAME _get_job_run_id LOAD_CONST <code object _validate_model_signature at 0x7fab5408f390, file "f.py", line 453> LOAD_CONST 'UcModelRegistryStore._validate_model_signature' MAKE_FUNCTION STORE_NAME _validate_model_signature LOAD_NAME contextmanager LOAD_CONST <code object _local_model_dir at 0x7fab5408f300, file "f.py", line 484> LOAD_CONST 'UcModelRegistryStore._local_model_dir' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _local_model_dir LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object create_model_version at 0x7fab5408fa50, file "f.py", line 504> LOAD_CONST 'UcModelRegistryStore.create_model_version' MAKE_FUNCTION STORE_NAME create_model_version LOAD_CONST <code object transition_model_version_stage at 0x7fab5408f6f0, file "f.py", line 578> LOAD_CONST 'UcModelRegistryStore.transition_model_version_stage' MAKE_FUNCTION STORE_NAME transition_model_version_stage LOAD_CONST <code object update_model_version at 0x7fab42b035d0, file "f.py", line 601> LOAD_CONST 'UcModelRegistryStore.update_model_version' MAKE_FUNCTION STORE_NAME update_model_version LOAD_CONST <code object delete_model_version at 0x7fab42b03780, file "f.py", line 619> LOAD_CONST 'UcModelRegistryStore.delete_model_version' MAKE_FUNCTION STORE_NAME delete_model_version LOAD_CONST <code object get_model_version at 0x7fab42b03e40, file "f.py", line 633> LOAD_CONST 'UcModelRegistryStore.get_model_version' MAKE_FUNCTION STORE_NAME get_model_version LOAD_CONST <code object get_model_version_download_uri at 0x7fab42b03660, file "f.py", line 648> LOAD_CONST 'UcModelRegistryStore.get_model_version_download_uri' MAKE_FUNCTION STORE_NAME get_model_version_download_uri LOAD_CONST (None, None, None, None) LOAD_CONST <code object search_model_versions at 0x7fab42b03420, file "f.py", line 667> LOAD_CONST 'UcModelRegistryStore.search_model_versions' MAKE_FUNCTION STORE_NAME search_model_versions LOAD_CONST <code object set_model_version_tag at 0x7fab7016f540, file "f.py", line 697> LOAD_CONST 'UcModelRegistryStore.set_model_version_tag' MAKE_FUNCTION STORE_NAME set_model_version_tag LOAD_CONST <code object delete_model_version_tag at 0x7fab7016f150, file "f.py", line 713> LOAD_CONST 'UcModelRegistryStore.delete_model_version_tag' MAKE_FUNCTION STORE_NAME delete_model_version_tag LOAD_CONST <code object set_registered_model_alias at 0x7fab7016fb70, file "f.py", line 727> LOAD_CONST 'UcModelRegistryStore.set_registered_model_alias' MAKE_FUNCTION STORE_NAME set_registered_model_alias LOAD_CONST <code object delete_registered_model_alias at 0x7fab7016fed0, file "f.py", line 744> LOAD_CONST 'UcModelRegistryStore.delete_registered_model_alias' MAKE_FUNCTION STORE_NAME delete_registered_model_alias LOAD_CONST <code object get_model_version_by_alias at 0x7fab7016f420, file "f.py", line 758> LOAD_CONST 'UcModelRegistryStore.get_model_version_by_alias' MAKE_FUNCTION STORE_NAME get_model_version_by_alias LOAD_CONST <code object _await_model_version_creation at 0x7fab7016f270, file "f.py", line 773> LOAD_CONST 'UcModelRegistryStore._await_model_version_creation' MAKE_FUNCTION STORE_NAME _await_model_version_creation LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_GLOBAL functools LOAD_METHOD partial LOAD_GLOBAL get_databricks_host_creds LOAD_FAST store_uri CALL_METHOD LOAD_CONST ('get_host_creds',) CALL_FUNCTION POP_TOP LOAD_FAST tracking_uri LOAD_FAST self STORE_ATTR tracking_uri LOAD_GLOBAL functools LOAD_METHOD partial LOAD_GLOBAL get_databricks_host_creds LOAD_FAST tracking_uri CALL_METHOD LOAD_FAST self STORE_ATTR get_tracking_host_creds SETUP_EXCEPT to 56 LOAD_GLOBAL _get_active_spark_session CALL_FUNCTION LOAD_FAST self STORE_ATTR spark POP_BLOCK JUMP_FORWARD to 76 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 76 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CreateRegisteredModelRequest LOAD_GLOBAL CreateRegisteredModelResponse LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_GLOBAL UpdateRegisteredModelResponse LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_GLOBAL DeleteRegisteredModelResponse LOAD_GLOBAL CreateModelVersionRequest LOAD_GLOBAL CreateModelVersionResponse LOAD_GLOBAL FinalizeModelVersionRequest LOAD_GLOBAL FinalizeModelVersionResponse LOAD_GLOBAL UpdateModelVersionRequest LOAD_GLOBAL UpdateModelVersionResponse LOAD_GLOBAL DeleteModelVersionRequest LOAD_GLOBAL DeleteModelVersionResponse LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_GLOBAL GetModelVersionDownloadUriResponse LOAD_GLOBAL SearchModelVersionsRequest LOAD_GLOBAL SearchModelVersionsResponse LOAD_GLOBAL GetRegisteredModelRequest LOAD_GLOBAL GetRegisteredModelResponse LOAD_GLOBAL GetModelVersionRequest LOAD_GLOBAL GetModelVersionResponse LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_GLOBAL SearchRegisteredModelsResponse LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsResponse LOAD_GLOBAL GetRun LOAD_GLOBAL GetRun LOAD_ATTR Response LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_GLOBAL SetRegisteredModelAliasResponse LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_GLOBAL DeleteRegisteredModelAliasResponse LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_GLOBAL SetRegisteredModelTagResponse LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_GLOBAL DeleteRegisteredModelTagResponse LOAD_GLOBAL SetModelVersionTagRequest LOAD_GLOBAL SetModelVersionTagResponse LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_GLOBAL DeleteModelVersionTagResponse LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_GLOBAL GetModelVersionByAliasResponse BUILD_MAP STORE_FAST method_to_response LOAD_FAST method_to_response LOAD_FAST method BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _METHOD_TO_INFO LOAD_FAST method BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL _METHOD_TO_ALL_INFO LOAD_FAST method BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL CreateRegisteredModelRequest LOAD_FAST full_name LOAD_FAST description LOAD_GLOBAL uc_registered_model_tag_from_mlflow_tags LOAD_FAST tags CALL_FUNCTION LOAD_CONST ('name', 'description', 'tags') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL CreateRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_FAST full_name LOAD_FAST description LOAD_CONST ('name', 'description') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL UpdateRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'rename_registered_model' LOAD_CONST 'Use the Unity Catalog REST API to rename registered models' LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_FAST full_name LOAD_CONST ('name',) CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'filter_string' LOAD_FAST filter_string CALL_FUNCTION POP_TOP LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'order_by' LOAD_FAST order_by CALL_FUNCTION POP_TOP LOAD_GLOBAL message_to_json LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_FAST max_results LOAD_FAST page_token LOAD_CONST ('max_results', 'page_token') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SearchRegisteredModelsRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_CONST <code object <listcomp> at 0x7fab7038aed0, file "f.py", line 304> LOAD_CONST 'UcModelRegistryStore.search_registered_models.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response_proto LOAD_ATTR registered_models GET_ITER CALL_FUNCTION STORE_FAST registered_models LOAD_GLOBAL PagedList LOAD_FAST registered_models LOAD_FAST response_proto LOAD_ATTR next_page_token CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST registered_model LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST registered_model CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetRegisteredModelRequest LOAD_FAST full_name LOAD_CONST ('name',) CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetRegisteredModelRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL registered_model_from_uc_proto LOAD_FAST response_proto LOAD_ATTR registered_model CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'get_latest_versions' LOAD_CONST "If seeing this error while attempting to load a model version by stage, note that setting stages and loading model versions by stage is unsupported in Unity Catalog. Instead, we recommend using aliases for flexible model deployment. If trying to load a model version by alias, use the syntax 'models:/your_model_name@your_alias_name'. To set aliases, you can use the `MlflowClient().set_registered_model_alias(name, alias, version)` API." LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_FAST full_name LOAD_FAST tag LOAD_ATTR key LOAD_FAST tag LOAD_ATTR value LOAD_CONST ('name', 'key', 'value') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetRegisteredModelTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_FAST full_name LOAD_FAST key LOAD_CONST ('name', 'key') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL message_to_json LOAD_GLOBAL FinalizeModelVersionRequest LOAD_FAST name LOAD_FAST version LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL FinalizeModelVersionRequest LOAD_FAST req_body CALL_METHOD LOAD_ATTR model_version RETURN_VALUE LOAD_GLOBAL message_to_json LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_FAST name LOAD_FAST version LOAD_GLOBAL MODEL_VERSION_OPERATION_READ_WRITE LOAD_CONST ('name', 'version', 'operation') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GenerateTemporaryModelVersionCredentialsRequest LOAD_FAST req_body CALL_METHOD LOAD_ATTR credentials RETURN_VALUE LOAD_FAST run_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL is_databricks_uri LOAD_FAST self LOAD_ATTR tracking_uri CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST (None, None) RETURN_VALUE LOAD_FAST self LOAD_METHOD get_tracking_host_creds CALL_METHOD STORE_FAST host_creds LOAD_GLOBAL _TRACKING_METHOD_TO_INFO LOAD_GLOBAL GetRun BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST endpoint STORE_FAST method LOAD_GLOBAL http_request LOAD_FAST host_creds LOAD_FAST endpoint LOAD_FAST method LOAD_CONST 'run_id' LOAD_FAST run_id BUILD_MAP LOAD_CONST ('host_creds', 'endpoint', 'method', 'params') CALL_FUNCTION STORE_FAST response SETUP_EXCEPT to 78 LOAD_GLOBAL verify_rest_response LOAD_FAST response LOAD_FAST endpoint CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 116 DUP_TOP LOAD_GLOBAL MlflowException COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL _logger LOAD_METHOD warning LOAD_CONST "Unable to fetch model version's source run (with ID " LOAD_FAST run_id FORMAT_VALUE LOAD_CONST ') from tracking server. The source run may be deleted or inaccessible to the current user. No run link will be recorded for the model version.' BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST (None, None) RETURN_VALUE END_FINALLY LOAD_FAST response LOAD_ATTR headers STORE_FAST headers LOAD_FAST response LOAD_METHOD json CALL_METHOD STORE_FAST js_dict LOAD_GLOBAL GetRun LOAD_METHOD Response CALL_METHOD STORE_FAST parsed_response LOAD_GLOBAL parse_dict LOAD_FAST js_dict LOAD_FAST parsed_response LOAD_CONST ('js_dict', 'message') CALL_FUNCTION POP_TOP LOAD_GLOBAL Run LOAD_METHOD from_proto LOAD_FAST parsed_response LOAD_ATTR run CALL_METHOD STORE_FAST run LOAD_FAST headers LOAD_FAST run BUILD_TUPLE RETURN_VALUE LOAD_FAST headers LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL _DATABRICKS_ORG_ID_HEADER LOAD_FAST headers COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL _logger LOAD_METHOD warning LOAD_CONST "Unable to get model version source run's workspace ID from request headers. No run link will be recorded for the model version" CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST headers LOAD_GLOBAL _DATABRICKS_ORG_ID_HEADER BINARY_SUBSCR RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_NOTEBOOK_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_JOB_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_FAST run LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST run LOAD_ATTR data LOAD_ATTR tags LOAD_METHOD get LOAD_GLOBAL MLFLOW_DATABRICKS_JOB_RUN_ID LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('Model',) IMPORT_NAME mlflow.models.model IMPORT_FROM Model STORE_FAST Model POP_TOP SETUP_EXCEPT to 28 LOAD_FAST Model LOAD_METHOD load LOAD_FAST local_model_path CALL_METHOD STORE_FAST model POP_BLOCK JUMP_FORWARD to 72 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 58 LOAD_GLOBAL MlflowException LOAD_CONST 'Unable to load model metadata. Ensure the source path of the model being registered points to a valid MLflow model directory (see https://mlflow.org/docs/latest/models.html#storage-format) containing a model signature (https://mlflow.org/docs/latest/models.html#model-signature) specifying both input and output type specifications.' CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 72 END_FINALLY LOAD_CONST 'All models in the Unity Catalog must be logged with a model signature containing both input and output type specifications. See https://mlflow.org/docs/latest/models.html#model-signature for details on how to log a model with a signature' STORE_FAST signature_required_explanation LOAD_FAST model LOAD_ATTR signature LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'Model passed for registration did not contain any signature metadata. ' LOAD_FAST signature_required_explanation FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST model LOAD_ATTR signature LOAD_ATTR outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL MlflowException LOAD_CONST 'Model passed for registration contained a signature that includes only inputs. ' LOAD_FAST signature_required_explanation FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST local_model_path LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST local_model_path YIELD_VALUE POP_TOP JUMP_FORWARD to 120 SETUP_EXCEPT to 40 LOAD_GLOBAL mlflow LOAD_ATTR artifacts LOAD_ATTR download_artifacts LOAD_FAST source LOAD_FAST self LOAD_ATTR tracking_uri LOAD_CONST ('artifact_uri', 'tracking_uri') CALL_FUNCTION STORE_FAST local_model_dir POP_BLOCK JUMP_FORWARD to 92 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 78 LOAD_GLOBAL MlflowException LOAD_CONST "Unable to download model artifacts from source artifact location '" LOAD_FAST source FORMAT_VALUE LOAD_CONST "' in order to upload them to Unity Catalog. Please ensure the source artifact location exists and that you can download from it via mlflow.artifacts.download_artifacts()" BUILD_STRING CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY LOAD_FAST local_model_dir YIELD_VALUE POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST source CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL shutil LOAD_METHOD rmtree LOAD_FAST local_model_dir CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'run_link' LOAD_FAST run_link LOAD_CONST ('arg_name', 'arg_value') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _get_run_and_headers LOAD_FAST run_id CALL_METHOD UNPACK_SEQUENCE STORE_FAST headers STORE_FAST run LOAD_FAST self LOAD_METHOD _get_workspace_id LOAD_FAST headers CALL_METHOD STORE_FAST source_workspace_id LOAD_FAST self LOAD_METHOD _get_notebook_id LOAD_FAST run CALL_METHOD STORE_FAST notebook_id LOAD_FAST self LOAD_METHOD _get_job_id LOAD_FAST run CALL_METHOD STORE_FAST job_id LOAD_FAST self LOAD_METHOD _get_job_run_id LOAD_FAST run CALL_METHOD STORE_FAST job_run_id LOAD_CONST None STORE_FAST extra_headers LOAD_FAST notebook_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST job_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST entity_list LOAD_FAST notebook_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Notebook LOAD_GLOBAL str LOAD_FAST notebook_id CALL_FUNCTION LOAD_CONST ('id',) CALL_FUNCTION STORE_FAST notebook_entity LOAD_FAST entity_list LOAD_METHOD append LOAD_GLOBAL Entity LOAD_FAST notebook_entity LOAD_CONST ('notebook',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST job_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Job LOAD_FAST job_id LOAD_FAST job_run_id LOAD_CONST ('id', 'job_run_id') CALL_FUNCTION STORE_FAST job_entity LOAD_FAST entity_list LOAD_METHOD append LOAD_GLOBAL Entity LOAD_FAST job_entity LOAD_CONST ('job',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL LineageHeaderInfo LOAD_FAST entity_list LOAD_CONST ('entities',) CALL_FUNCTION STORE_FAST lineage_header_info LOAD_GLOBAL message_to_json LOAD_FAST lineage_header_info CALL_FUNCTION STORE_FAST header_json LOAD_GLOBAL base64 LOAD_METHOD b64encode LOAD_FAST header_json LOAD_METHOD encode CALL_METHOD CALL_METHOD STORE_FAST header_base64 LOAD_GLOBAL _DATABRICKS_LINEAGE_ID_HEADER LOAD_FAST header_base64 BUILD_MAP STORE_FAST extra_headers LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_FAST self LOAD_METHOD _local_model_dir LOAD_FAST source LOAD_FAST local_model_path CALL_METHOD SETUP_WITH to 366 STORE_FAST local_model_dir LOAD_FAST self LOAD_METHOD _validate_model_signature LOAD_FAST local_model_dir CALL_METHOD POP_TOP LOAD_GLOBAL get_feature_dependencies LOAD_FAST local_model_dir CALL_FUNCTION STORE_FAST feature_deps LOAD_GLOBAL message_to_json LOAD_GLOBAL CreateModelVersionRequest LOAD_FAST full_name LOAD_FAST source LOAD_FAST run_id LOAD_FAST description LOAD_GLOBAL uc_model_version_tag_from_mlflow_tags LOAD_FAST tags CALL_FUNCTION LOAD_FAST source_workspace_id LOAD_FAST feature_deps LOAD_CONST ('name', 'source', 'run_id', 'description', 'tags', 'run_tracking_server_id', 'feature_deps') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_ATTR _call_endpoint LOAD_GLOBAL CreateModelVersionRequest LOAD_FAST req_body LOAD_FAST extra_headers LOAD_CONST ('extra_headers',) CALL_FUNCTION LOAD_ATTR model_version STORE_FAST model_version LOAD_FAST model_version LOAD_ATTR version STORE_FAST version_number LOAD_FAST self LOAD_ATTR _get_temporary_model_version_write_credentials LOAD_FAST full_name LOAD_FAST version_number LOAD_CONST ('name', 'version') CALL_FUNCTION STORE_FAST scoped_token LOAD_GLOBAL get_artifact_repo_from_storage_info LOAD_FAST model_version LOAD_ATTR storage_location LOAD_FAST scoped_token LOAD_CONST ('storage_location', 'scoped_token') CALL_FUNCTION STORE_FAST store LOAD_FAST store LOAD_ATTR log_artifacts LOAD_FAST local_model_dir LOAD_CONST '' LOAD_CONST ('local_dir', 'artifact_path') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _finalize_model_version LOAD_FAST full_name LOAD_FAST version_number LOAD_CONST ('name', 'version') CALL_FUNCTION STORE_FAST finalized_mv LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST finalized_mv CALL_FUNCTION RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _raise_unsupported_method LOAD_CONST 'transition_model_version_stage' LOAD_CONST "We recommend using aliases instead of stages for more flexible model deployment management. You can set an alias on a registered model using `MlflowClient().set_registered_model_alias(name, alias, version)` and load a model version by alias using the URI 'models:/your_model_name@your_alias', e.g. `mlflow.pyfunc.load_model('models:/your_model_name@your_alias')`." LOAD_CONST ('method', 'message') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL UpdateModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_FAST description LOAD_CONST ('name', 'version', 'description') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL UpdateModelVersionRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteModelVersionRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_FAST full_name LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionDownloadUriRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_FAST response_proto LOAD_ATTR artifact_uri RETURN_VALUE LOAD_GLOBAL _require_arg_unspecified LOAD_CONST 'order_by' LOAD_FAST order_by LOAD_CONST ('arg_name', 'arg_value') CALL_FUNCTION POP_TOP LOAD_GLOBAL message_to_json LOAD_GLOBAL SearchModelVersionsRequest LOAD_FAST filter_string LOAD_FAST page_token LOAD_FAST max_results LOAD_CONST ('filter', 'page_token', 'max_results') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SearchModelVersionsRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_CONST <code object <listcomp> at 0x7fab42b039c0, file "f.py", line 693> LOAD_CONST 'UcModelRegistryStore.search_model_versions.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response_proto LOAD_ATTR model_versions GET_ITER CALL_FUNCTION STORE_FAST model_versions LOAD_GLOBAL PagedList LOAD_FAST model_versions LOAD_FAST response_proto LOAD_ATTR next_page_token CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST mvd LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST mvd CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetModelVersionTagRequest LOAD_FAST full_name LOAD_FAST version LOAD_FAST tag LOAD_ATTR key LOAD_FAST tag LOAD_ATTR value LOAD_CONST ('name', 'version', 'key', 'value') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetModelVersionTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_FAST full_name LOAD_FAST version LOAD_FAST key LOAD_CONST ('name', 'version', 'key') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteModelVersionTagRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_GLOBAL str LOAD_FAST version CALL_FUNCTION LOAD_CONST ('name', 'alias', 'version') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL SetRegisteredModelAliasRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_CONST ('name', 'alias') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL DeleteRegisteredModelAliasRequest LOAD_FAST req_body CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_full_name_from_sc LOAD_FAST name LOAD_FAST self LOAD_ATTR spark CALL_FUNCTION STORE_FAST full_name LOAD_GLOBAL message_to_json LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_FAST full_name LOAD_FAST alias LOAD_CONST ('name', 'alias') CALL_FUNCTION CALL_FUNCTION STORE_FAST req_body LOAD_FAST self LOAD_METHOD _call_endpoint LOAD_GLOBAL GetModelVersionByAliasRequest LOAD_FAST req_body CALL_METHOD STORE_FAST response_proto LOAD_GLOBAL model_version_from_uc_proto LOAD_FAST response_proto LOAD_ATTR model_version CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE
import base64 import functools import logging import os import shutil from contextlib import contextmanager import mlflow from mlflow.entities import Run from mlflow.exceptions import MlflowException from mlflow.protos.databricks_uc_registry_messages_pb2 import ( MODEL_VERSION_OPERATION_READ_WRITE, CreateModelVersionRequest, CreateModelVersionResponse, CreateRegisteredModelRequest, CreateRegisteredModelResponse, DeleteModelVersionRequest, DeleteModelVersionResponse, DeleteModelVersionTagRequest, DeleteModelVersionTagResponse, DeleteRegisteredModelAliasRequest, DeleteRegisteredModelAliasResponse, DeleteRegisteredModelRequest, DeleteRegisteredModelResponse, DeleteRegisteredModelTagRequest, DeleteRegisteredModelTagResponse, Entity, FinalizeModelVersionRequest, FinalizeModelVersionResponse, GenerateTemporaryModelVersionCredentialsRequest, GenerateTemporaryModelVersionCredentialsResponse, GetModelVersionByAliasRequest, GetModelVersionByAliasResponse, GetModelVersionDownloadUriRequest, GetModelVersionDownloadUriResponse, GetModelVersionRequest, GetModelVersionResponse, GetRegisteredModelRequest, GetRegisteredModelResponse, Job, LineageHeaderInfo, Notebook, SearchModelVersionsRequest, SearchModelVersionsResponse, SearchRegisteredModelsRequest, SearchRegisteredModelsResponse, SetModelVersionTagRequest, SetModelVersionTagResponse, SetRegisteredModelAliasRequest, SetRegisteredModelAliasResponse, SetRegisteredModelTagRequest, SetRegisteredModelTagResponse, TemporaryCredentials, UpdateModelVersionRequest, UpdateModelVersionResponse, UpdateRegisteredModelRequest, UpdateRegisteredModelResponse, ) from mlflow.protos.databricks_uc_registry_service_pb2 import UcModelRegistryService from mlflow.protos.service_pb2 import GetRun, MlflowService from mlflow.store._unity_catalog.registry.utils import ( get_artifact_repo_from_storage_info, get_full_name_from_sc, model_version_from_uc_proto, registered_model_from_uc_proto, uc_model_version_tag_from_mlflow_tags, uc_registered_model_tag_from_mlflow_tags, ) from mlflow.store.entities.paged_list import PagedList from mlflow.store.model_registry.rest_store import BaseRestStore from mlflow.utils._spark_utils import _get_active_spark_session from mlflow.utils.annotations import experimental from mlflow.utils.databricks_utils import get_databricks_host_creds, is_databricks_uri from mlflow.utils.mlflow_tags import ( MLFLOW_DATABRICKS_JOB_ID, MLFLOW_DATABRICKS_JOB_RUN_ID, MLFLOW_DATABRICKS_NOTEBOOK_ID, ) from mlflow.utils.proto_json_utils import message_to_json, parse_dict from mlflow.utils.rest_utils import ( _REST_API_PATH_PREFIX, extract_all_api_info_for_service, extract_api_info_for_service, http_request, verify_rest_response, ) _DATABRICKS_ORG_ID_HEADER = "x-databricks-org-id" _DATABRICKS_LINEAGE_ID_HEADER = "X-Databricks-Lineage-Identifier" _TRACKING_METHOD_TO_INFO = extract_api_info_for_service( MlflowService, _REST_API_PATH_PREFIX ) _METHOD_TO_INFO = extract_api_info_for_service( UcModelRegistryService, _REST_API_PATH_PREFIX ) _METHOD_TO_ALL_INFO = extract_all_api_info_for_service( UcModelRegistryService, _REST_API_PATH_PREFIX ) _logger = logging.getLogger(__name__) def _require_arg_unspecified(arg_name, arg_value, default_values=None, message=None): default_values = [None] if default_values is None else default_values if arg_value not in default_values: _raise_unsupported_arg(arg_name, message) def _raise_unsupported_arg(arg_name, message=None): messages = [ f"Argument '{arg_name}' is unsupported for models in the Unity Catalog.", ] if message is not None: messages.append(message) raise MlflowException(" ".join(messages)) def _raise_unsupported_method(method, message=None): messages = [ f"Method '{method}' is unsupported for models in the Unity Catalog.", ] if message is not None: messages.append(message) raise MlflowException(" ".join(messages)) def _load_model(local_model_dir): from mlflow.models.model import Model try: return Model.load(local_model_dir) except Exception as e: raise MlflowException( "Unable to load model metadata. Ensure the source path of the model " "being registered points to a valid MLflow model directory " "(see https://mlflow.org/docs/latest/models.html#storage-format) containing a " "model signature (https://mlflow.org/docs/latest/models.html#model-signature) " "specifying both input and output type specifications." ) from e def get_feature_dependencies(model_dir): """ Gets the features which a model depends on. This functionality is only implemented on Databricks. In OSS mlflow, the dependencies are always empty (""). """ model = _load_model(model_dir) model_info = model.get_model_info() if ( model_info.flavors.get("python_function", {}).get("loader_module") == mlflow.models.model._DATABRICKS_FS_LOADER_MODULE ): raise MlflowException( "This model was packaged by Databricks Feature Store and can only be registered on a " "Databricks cluster." ) return "" @experimental class UcModelRegistryStore(BaseRestStore): """ Client for a remote model registry server accessed via REST API calls :param store_uri: URI with scheme 'databricks-uc' :param tracking_uri: URI of the Databricks MLflow tracking server from which to fetch run info and download run artifacts, when creating new model versions from source artifacts logged to an MLflow run. """ def __init__(self, store_uri, tracking_uri): super().__init__( get_host_creds=functools.partial(get_databricks_host_creds, store_uri) ) self.tracking_uri = tracking_uri self.get_tracking_host_creds = functools.partial( get_databricks_host_creds, tracking_uri ) try: self.spark = _get_active_spark_session() except Exception: pass def _get_response_from_method(self, method): method_to_response = { CreateRegisteredModelRequest: CreateRegisteredModelResponse, UpdateRegisteredModelRequest: UpdateRegisteredModelResponse, DeleteRegisteredModelRequest: DeleteRegisteredModelResponse, CreateModelVersionRequest: CreateModelVersionResponse, FinalizeModelVersionRequest: FinalizeModelVersionResponse, UpdateModelVersionRequest: UpdateModelVersionResponse, DeleteModelVersionRequest: DeleteModelVersionResponse, GetModelVersionDownloadUriRequest: GetModelVersionDownloadUriResponse, SearchModelVersionsRequest: SearchModelVersionsResponse, GetRegisteredModelRequest: GetRegisteredModelResponse, GetModelVersionRequest: GetModelVersionResponse, SearchRegisteredModelsRequest: SearchRegisteredModelsResponse, GenerateTemporaryModelVersionCredentialsRequest: GenerateTemporaryModelVersionCredentialsResponse, GetRun: GetRun.Response, SetRegisteredModelAliasRequest: SetRegisteredModelAliasResponse, DeleteRegisteredModelAliasRequest: DeleteRegisteredModelAliasResponse, SetRegisteredModelTagRequest: SetRegisteredModelTagResponse, DeleteRegisteredModelTagRequest: DeleteRegisteredModelTagResponse, SetModelVersionTagRequest: SetModelVersionTagResponse, DeleteModelVersionTagRequest: DeleteModelVersionTagResponse, GetModelVersionByAliasRequest: GetModelVersionByAliasResponse, } return method_to_response[method]() def _get_endpoint_from_method(self, method): return _METHOD_TO_INFO[method] def _get_all_endpoints_from_method(self, method): return _METHOD_TO_ALL_INFO[method] def create_registered_model(self, name, tags=None, description=None): """ Create a new registered model in backend store. :param name: Name of the new model. This is expected to be unique in the backend store. :param tags: A list of :py:class:`mlflow.entities.model_registry.RegisteredModelTag` instances associated with this registered model. :param description: Description of the model. :return: A single object of :py:class:`mlflow.entities.model_registry.RegisteredModel` created in the backend. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( CreateRegisteredModelRequest( name=full_name, description=description, tags=uc_registered_model_tag_from_mlflow_tags(tags), ) ) response_proto = self._call_endpoint(CreateRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def update_registered_model(self, name, description): """ Update description of the registered model. :param name: Registered model name. :param description: New description. :return: A single updated :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( UpdateRegisteredModelRequest(name=full_name, description=description) ) response_proto = self._call_endpoint(UpdateRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def rename_registered_model(self, name, new_name): """ Rename the registered model. :param name: Registered model name. :param new_name: New proposed name. :return: A single updated :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ _raise_unsupported_method( method="rename_registered_model", message="Use the Unity Catalog REST API to rename registered models", ) def delete_registered_model(self, name): """ Delete the registered model. Backend raises exception if a registered model with given name does not exist. :param name: Registered model name. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json(DeleteRegisteredModelRequest(name=full_name)) self._call_endpoint(DeleteRegisteredModelRequest, req_body) def search_registered_models( self, filter_string=None, max_results=None, order_by=None, page_token=None ): """ Search for registered models in backend that satisfy the filter criteria. :param filter_string: Filter query string, defaults to searching all registered models. :param max_results: Maximum number of registered models desired. :param order_by: List of column names with ASC|DESC annotation, to be used for ordering matching search results. :param page_token: Token specifying the next page of results. It should be obtained from a ``search_registered_models`` call. :return: A PagedList of :py:class:`mlflow.entities.model_registry.RegisteredModel` objects that satisfy the search expressions. The pagination token for the next page can be obtained via the ``token`` attribute of the object. """ _require_arg_unspecified("filter_string", filter_string) _require_arg_unspecified("order_by", order_by) req_body = message_to_json( SearchRegisteredModelsRequest( max_results=max_results, page_token=page_token, ) ) response_proto = self._call_endpoint(SearchRegisteredModelsRequest, req_body) registered_models = [ registered_model_from_uc_proto(registered_model) for registered_model in response_proto.registered_models ] return PagedList(registered_models, response_proto.next_page_token) def get_registered_model(self, name): """ Get registered model instance by name. :param name: Registered model name. :return: A single :py:class:`mlflow.entities.model_registry.RegisteredModel` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json(GetRegisteredModelRequest(name=full_name)) response_proto = self._call_endpoint(GetRegisteredModelRequest, req_body) return registered_model_from_uc_proto(response_proto.registered_model) def get_latest_versions(self, name, stages=None): """ Latest version models for each requested stage. If no ``stages`` argument is provided, returns the latest version for each stage. :param name: Registered model name. :param stages: List of desired stages. If input list is None, return latest versions for each stage. :return: List of :py:class:`mlflow.entities.model_registry.ModelVersion` objects. """ _raise_unsupported_method( method="get_latest_versions", message="If seeing this error while attempting to " "load a model version by stage, note that setting stages and loading model versions " "by stage is unsupported in Unity Catalog. Instead, we recommend using aliases for " "flexible model deployment. If trying to load a model version by alias, use the " "syntax 'models:/your_model_name@your_alias_name'. " "To set aliases, you can use the " "`MlflowClient().set_registered_model_alias(name, alias, version)` API.", ) def set_registered_model_tag(self, name, tag): """ Set a tag for the registered model. :param name: Registered model name. :param tag: :py:class:`mlflow.entities.model_registry.RegisteredModelTag` instance to log. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetRegisteredModelTagRequest(name=full_name, key=tag.key, value=tag.value) ) self._call_endpoint(SetRegisteredModelTagRequest, req_body) def delete_registered_model_tag(self, name, key): """ Delete a tag associated with the registered model. :param name: Registered model name. :param key: Registered model tag key. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteRegisteredModelTagRequest(name=full_name, key=key) ) self._call_endpoint(DeleteRegisteredModelTagRequest, req_body) def _finalize_model_version(self, name, version): """ Finalize a UC model version after its files have been written to managed storage, updating its status from PENDING_REGISTRATION to READY :param name: Registered model name :param version: Model version number :return Protobuf ModelVersion describing the finalized model version """ req_body = message_to_json( FinalizeModelVersionRequest(name=name, version=version) ) return self._call_endpoint(FinalizeModelVersionRequest, req_body).model_version def _get_temporary_model_version_write_credentials( self, name, version ) -> TemporaryCredentials: """ Get temporary credentials for uploading model version files :param name: Registered model name :param version: Model version number :return: mlflow.protos.databricks_uc_registry_messages_pb2.TemporaryCredentials containing temporary model version credentials """ req_body = message_to_json( GenerateTemporaryModelVersionCredentialsRequest( name=name, version=version, operation=MODEL_VERSION_OPERATION_READ_WRITE ) ) return self._call_endpoint( GenerateTemporaryModelVersionCredentialsRequest, req_body ).credentials def _get_run_and_headers(self, run_id): if run_id is None or not is_databricks_uri(self.tracking_uri): return None, None host_creds = self.get_tracking_host_creds() endpoint, method = _TRACKING_METHOD_TO_INFO[GetRun] response = http_request( host_creds=host_creds, endpoint=endpoint, method=method, params={"run_id": run_id}, ) try: verify_rest_response(response, endpoint) except MlflowException: _logger.warning( f"Unable to fetch model version's source run (with ID {run_id}) " "from tracking server. The source run may be deleted or inaccessible to the " "current user. No run link will be recorded for the model version." ) return None, None headers = response.headers js_dict = response.json() parsed_response = GetRun.Response() parse_dict(js_dict=js_dict, message=parsed_response) run = Run.from_proto(parsed_response.run) return headers, run def _get_workspace_id(self, headers): if headers is None or _DATABRICKS_ORG_ID_HEADER not in headers: _logger.warning( "Unable to get model version source run's workspace ID from request headers. " "No run link will be recorded for the model version" ) return None return headers[_DATABRICKS_ORG_ID_HEADER] def _get_notebook_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_NOTEBOOK_ID, None) def _get_job_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_JOB_ID, None) def _get_job_run_id(self, run): if run is None: return None return run.data.tags.get(MLFLOW_DATABRICKS_JOB_RUN_ID, None) def _validate_model_signature(self, local_model_path): from mlflow.models.model import Model try: model = Model.load(local_model_path) except Exception as e: raise MlflowException( "Unable to load model metadata. Ensure the source path of the model " "being registered points to a valid MLflow model directory " "(see https://mlflow.org/docs/latest/models.html#storage-format) containing a " "model signature (https://mlflow.org/docs/latest/models.html#model-signature) " "specifying both input and output type specifications." ) from e signature_required_explanation = ( "All models in the Unity Catalog must be logged with a " "model signature containing both input and output " "type specifications. See " "https://mlflow.org/docs/latest/models.html#model-signature " "for details on how to log a model with a signature" ) if model.signature is None: raise MlflowException( "Model passed for registration did not contain any signature metadata. " f"{signature_required_explanation}" ) if model.signature.outputs is None: raise MlflowException( "Model passed for registration contained a signature that includes only inputs. " f"{signature_required_explanation}" ) @contextmanager def _local_model_dir(self, source, local_model_path): if local_model_path is not None: yield local_model_path else: try: local_model_dir = mlflow.artifacts.download_artifacts( artifact_uri=source, tracking_uri=self.tracking_uri ) except Exception as e: raise MlflowException( f"Unable to download model artifacts from source artifact location " f"'{source}' in order to upload them to Unity Catalog. Please ensure " f"the source artifact location exists and that you can download from " f"it via mlflow.artifacts.download_artifacts()" ) from e yield local_model_dir if not os.path.exists(source): shutil.rmtree(local_model_dir) def create_model_version( self, name, source, run_id=None, tags=None, run_link=None, description=None, local_model_path=None, ): """ Create a new model version from given source and run ID. :param name: Registered model name. :param source: URI indicating the location of the model artifacts. :param run_id: Run ID from MLflow tracking server that generated the model. :param tags: A list of :py:class:`mlflow.entities.model_registry.ModelVersionTag` instances associated with this model version. :param run_link: Link to the run from an MLflow tracking server that generated this model. :param description: Description of the version. :return: A single object of :py:class:`mlflow.entities.model_registry.ModelVersion` created in the backend. """ _require_arg_unspecified(arg_name="run_link", arg_value=run_link) headers, run = self._get_run_and_headers(run_id) source_workspace_id = self._get_workspace_id(headers) notebook_id = self._get_notebook_id(run) job_id = self._get_job_id(run) job_run_id = self._get_job_run_id(run) extra_headers = None if notebook_id is not None or job_id is not None: entity_list = [] if notebook_id is not None: notebook_entity = Notebook(id=str(notebook_id)) entity_list.append(Entity(notebook=notebook_entity)) if job_id is not None: job_entity = Job(id=job_id, job_run_id=job_run_id) entity_list.append(Entity(job=job_entity)) lineage_header_info = LineageHeaderInfo(entities=entity_list) header_json = message_to_json(lineage_header_info) header_base64 = base64.b64encode(header_json.encode()) extra_headers = {_DATABRICKS_LINEAGE_ID_HEADER: header_base64} full_name = get_full_name_from_sc(name, self.spark) with self._local_model_dir(source, local_model_path) as local_model_dir: self._validate_model_signature(local_model_dir) feature_deps = get_feature_dependencies(local_model_dir) req_body = message_to_json( CreateModelVersionRequest( name=full_name, source=source, run_id=run_id, description=description, tags=uc_model_version_tag_from_mlflow_tags(tags), run_tracking_server_id=source_workspace_id, feature_deps=feature_deps, ) ) model_version = self._call_endpoint( CreateModelVersionRequest, req_body, extra_headers=extra_headers ).model_version version_number = model_version.version scoped_token = self._get_temporary_model_version_write_credentials( name=full_name, version=version_number ) store = get_artifact_repo_from_storage_info( storage_location=model_version.storage_location, scoped_token=scoped_token, ) store.log_artifacts(local_dir=local_model_dir, artifact_path="") finalized_mv = self._finalize_model_version( name=full_name, version=version_number ) return model_version_from_uc_proto(finalized_mv) def transition_model_version_stage( self, name, version, stage, archive_existing_versions ): """ Update model version stage. :param name: Registered model name. :param version: Registered model version. :param stage: New desired stage for this model version. :param archive_existing_versions: If this flag is set to ``True``, all existing model versions in the stage will be automatically moved to the "archived" stage. Only valid when ``stage`` is ``"staging"`` or ``"production"`` otherwise an error will be raised. """ _raise_unsupported_method( method="transition_model_version_stage", message="We recommend using aliases instead of stages for more flexible model " "deployment management. You can set an alias on a registered model using " "`MlflowClient().set_registered_model_alias(name, alias, version)` and load a model " "version by alias using the URI 'models:/your_model_name@your_alias', e.g. " "`mlflow.pyfunc.load_model('models:/your_model_name@your_alias')`.", ) def update_model_version(self, name, version, description): """ Update metadata associated with a model version in backend. :param name: Registered model name. :param version: Registered model version. :param description: New model description. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( UpdateModelVersionRequest( name=full_name, version=str(version), description=description ) ) response_proto = self._call_endpoint(UpdateModelVersionRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def delete_model_version(self, name, version): """ Delete model version in backend. :param name: Registered model name. :param version: Registered model version. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteModelVersionRequest(name=full_name, version=str(version)) ) self._call_endpoint(DeleteModelVersionRequest, req_body) def get_model_version(self, name, version): """ Get the model version instance by name and version. :param name: Registered model name. :param version: Registered model version. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionRequest(name=full_name, version=str(version)) ) response_proto = self._call_endpoint(GetModelVersionRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def get_model_version_download_uri(self, name, version): """ Get the download location in Model Registry for this model version. NOTE: For first version of Model Registry, since the models are not copied over to another location, download URI points to input source path. :param name: Registered model name. :param version: Registered model version. :return: A single URI location that allows reads for downloading. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionDownloadUriRequest(name=full_name, version=str(version)) ) response_proto = self._call_endpoint( GetModelVersionDownloadUriRequest, req_body ) return response_proto.artifact_uri def search_model_versions( self, filter_string=None, max_results=None, order_by=None, page_token=None ): """ Search for model versions in backend that satisfy the filter criteria. :param filter_string: A filter string expression. Currently supports a single filter condition either name of model like ``name = 'model_name'`` or ``run_id = '...'``. :param max_results: Maximum number of model versions desired. :param order_by: List of column names with ASC|DESC annotation, to be used for ordering matching search results. :param page_token: Token specifying the next page of results. It should be obtained from a ``search_model_versions`` call. :return: A PagedList of :py:class:`mlflow.entities.model_registry.ModelVersion` objects that satisfy the search expressions. The pagination token for the next page can be obtained via the ``token`` attribute of the object. """ _require_arg_unspecified(arg_name="order_by", arg_value=order_by) req_body = message_to_json( SearchModelVersionsRequest( filter=filter_string, page_token=page_token, max_results=max_results ) ) response_proto = self._call_endpoint(SearchModelVersionsRequest, req_body) model_versions = [ model_version_from_uc_proto(mvd) for mvd in response_proto.model_versions ] return PagedList(model_versions, response_proto.next_page_token) def set_model_version_tag(self, name, version, tag): """ Set a tag for the model version. :param name: Registered model name. :param version: Registered model version. :param tag: :py:class:`mlflow.entities.model_registry.ModelVersionTag` instance to log. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetModelVersionTagRequest( name=full_name, version=version, key=tag.key, value=tag.value ) ) self._call_endpoint(SetModelVersionTagRequest, req_body) def delete_model_version_tag(self, name, version, key): """ Delete a tag associated with the model version. :param name: Registered model name. :param version: Registered model version. :param key: Tag key. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteModelVersionTagRequest(name=full_name, version=version, key=key) ) self._call_endpoint(DeleteModelVersionTagRequest, req_body) def set_registered_model_alias(self, name, alias, version): """ Set a registered model alias pointing to a model version. :param name: Registered model name. :param alias: Name of the alias. :param version: Registered model version number. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( SetRegisteredModelAliasRequest( name=full_name, alias=alias, version=str(version) ) ) self._call_endpoint(SetRegisteredModelAliasRequest, req_body) def delete_registered_model_alias(self, name, alias): """ Delete an alias associated with a registered model. :param name: Registered model name. :param alias: Name of the alias. :return: None """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( DeleteRegisteredModelAliasRequest(name=full_name, alias=alias) ) self._call_endpoint(DeleteRegisteredModelAliasRequest, req_body) def get_model_version_by_alias(self, name, alias): """ Get the model version instance by name and alias. :param name: Registered model name. :param alias: Name of the alias. :return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object. """ full_name = get_full_name_from_sc(name, self.spark) req_body = message_to_json( GetModelVersionByAliasRequest(name=full_name, alias=alias) ) response_proto = self._call_endpoint(GetModelVersionByAliasRequest, req_body) return model_version_from_uc_proto(response_proto.model_version) def _await_model_version_creation(self, mv, await_creation_for): """ Does not wait for the model version to become READY as a successful creation will immediately place the model version in a READY state. """ pass
data/mlflow-skinny-2.10.2/mlflow/store/_unity_catalog/registry/rest_store.py
11,851
9,041
291,790
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'ApiConfigIamPolicyArgs' LOAD_CONST 'ApiConfigIamPolicy' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object ApiConfigIamPolicyArgs at 0x7faa5ec5e270, file "f.py", line 11> LOAD_CONST 'ApiConfigIamPolicyArgs' MAKE_FUNCTION LOAD_CONST 'ApiConfigIamPolicyArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME ApiConfigIamPolicyArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _ApiConfigIamPolicyState at 0x7faa5ec5eed0, file "f.py", line 109> LOAD_CONST '_ApiConfigIamPolicyState' MAKE_FUNCTION LOAD_CONST '_ApiConfigIamPolicyState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _ApiConfigIamPolicyState LOAD_BUILD_CLASS LOAD_CONST <code object ApiConfigIamPolicy at 0x7faa5f4bc150, file "f.py", line 226> LOAD_CONST 'ApiConfigIamPolicy' MAKE_FUNCTION LOAD_CONST 'ApiConfigIamPolicy' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME ApiConfigIamPolicy LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ApiConfigIamPolicyArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST ('project',) BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('api', 'api_config', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa750be5d0, file "f.py", line 13> LOAD_CONST 'ApiConfigIamPolicyArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api at 0x7faa750be930, file "f.py", line 48> LOAD_CONST 'ApiConfigIamPolicyArgs.api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api LOAD_NAME api LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api at 0x7faa750bef60, file "f.py", line 57> LOAD_CONST 'ApiConfigIamPolicyArgs.api' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'apiConfig' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_config at 0x7faa750beed0, file "f.py", line 61> LOAD_CONST 'ApiConfigIamPolicyArgs.api_config' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api_config LOAD_NAME api_config LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_config at 0x7faa750bec00, file "f.py", line 66> LOAD_CONST 'ApiConfigIamPolicyArgs.api_config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_config LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ec5e8a0, file "f.py", line 70> LOAD_CONST 'ApiConfigIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ec5e390, file "f.py", line 79> LOAD_CONST 'ApiConfigIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ec5edb0, file "f.py", line 83> LOAD_CONST 'ApiConfigIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ec5e9c0, file "f.py", line 104> LOAD_CONST 'ApiConfigIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'api' LOAD_FAST api CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'api_config' LOAD_FAST api_config CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'api' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api_config' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'api_config' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_ApiConfigIamPolicyState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('api', 'api_config', 'etag', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('api', 'api_config', 'etag', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5e150, file "f.py", line 111> LOAD_CONST '_ApiConfigIamPolicyState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api at 0x7faa5ec5e930, file "f.py", line 153> LOAD_CONST '_ApiConfigIamPolicyState.api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api LOAD_NAME api LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api at 0x7faa5ec5e4b0, file "f.py", line 162> LOAD_CONST '_ApiConfigIamPolicyState.api' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'apiConfig' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_config at 0x7faa5ec5ed20, file "f.py", line 166> LOAD_CONST '_ApiConfigIamPolicyState.api_config' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api_config LOAD_NAME api_config LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_config at 0x7faa5ec5ee40, file "f.py", line 171> LOAD_CONST '_ApiConfigIamPolicyState.api_config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_config LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5ec5ec00, file "f.py", line 175> LOAD_CONST '_ApiConfigIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5ec5e6f0, file "f.py", line 183> LOAD_CONST '_ApiConfigIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ec5eae0, file "f.py", line 187> LOAD_CONST '_ApiConfigIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ec5e420, file "f.py", line 196> LOAD_CONST '_ApiConfigIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ec5e660, file "f.py", line 200> LOAD_CONST '_ApiConfigIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ec5eb70, file "f.py", line 221> LOAD_CONST '_ApiConfigIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_FAST api LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'api' LOAD_FAST api CALL_METHOD POP_TOP LOAD_FAST api_config LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'api_config' LOAD_FAST api_config CALL_METHOD POP_TOP LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'api' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api_config' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'api_config' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ApiConfigIamPolicy' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'api', 'api_config', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5e0c0, file "f.py", line 227> LOAD_CONST 'ApiConfigIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME ApiConfigIamPolicyArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5e540, file "f.py", line 355> LOAD_CONST 'ApiConfigIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5e780, file "f.py", line 462> LOAD_CONST 'ApiConfigIamPolicy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'api', 'api_config', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab42adb150, file "f.py", line 471> LOAD_CONST 'ApiConfigIamPolicy._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'ApiConfigIamPolicy' LOAD_CONST ('resource_name', 'id', 'opts', 'api', 'api_config', 'etag', 'policy_data', 'project', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab0028b390, file "f.py", line 513> LOAD_CONST 'ApiConfigIamPolicy.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api at 0x7fab42ab74b0, file "f.py", line 562> LOAD_CONST 'ApiConfigIamPolicy.api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'apiConfig' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_config at 0x7fab427a15d0, file "f.py", line 571> LOAD_CONST 'ApiConfigIamPolicy.api_config' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api_config LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5f4bc390, file "f.py", line 576> LOAD_CONST 'ApiConfigIamPolicy.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5f4bcc00, file "f.py", line 584> LOAD_CONST 'ApiConfigIamPolicy.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5f4bc270, file "f.py", line 593> LOAD_CONST 'ApiConfigIamPolicy.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL ApiConfigIamPolicyArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ApiConfigIamPolicyArgs LOAD_METHOD __new__ LOAD_GLOBAL ApiConfigIamPolicyArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST api LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'api'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST api LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'api' STORE_SUBSCR LOAD_FAST api_config LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'api_config'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST api_config LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'api_config' STORE_SUBSCR LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'policy_data'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL ApiConfigIamPolicy LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _ApiConfigIamPolicyState LOAD_METHOD __new__ LOAD_GLOBAL _ApiConfigIamPolicyState CALL_METHOD STORE_FAST __props__ LOAD_FAST api LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'api' STORE_SUBSCR LOAD_FAST api_config LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'api_config' STORE_SUBSCR LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_GLOBAL ApiConfigIamPolicy LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api_config' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["ApiConfigIamPolicyArgs", "ApiConfigIamPolicy"] @pulumi.input_type class ApiConfigIamPolicyArgs: def __init__( __self__, *, api: pulumi.Input[str], api_config: pulumi.Input[str], policy_data: pulumi.Input[str], project: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a ApiConfigIamPolicy resource. :param pulumi.Input[str] api: The API to attach the config to. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ pulumi.set(__self__, "api", api) pulumi.set(__self__, "api_config", api_config) pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter def api(self) -> pulumi.Input[str]: """ The API to attach the config to. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "api") @api.setter def api(self, value: pulumi.Input[str]): pulumi.set(self, "api", value) @property @pulumi.getter(name="apiConfig") def api_config(self) -> pulumi.Input[str]: return pulumi.get(self, "api_config") @api_config.setter def api_config(self, value: pulumi.Input[str]): pulumi.set(self, "api_config", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Input[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: pulumi.Input[str]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @pulumi.input_type class _ApiConfigIamPolicyState: def __init__( __self__, *, api: Optional[pulumi.Input[str]] = None, api_config: Optional[pulumi.Input[str]] = None, etag: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering ApiConfigIamPolicy resources. :param pulumi.Input[str] api: The API to attach the config to. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ if api is not None: pulumi.set(__self__, "api", api) if api_config is not None: pulumi.set(__self__, "api_config", api_config) if etag is not None: pulumi.set(__self__, "etag", etag) if policy_data is not None: pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter def api(self) -> Optional[pulumi.Input[str]]: """ The API to attach the config to. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "api") @api.setter def api(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "api", value) @property @pulumi.getter(name="apiConfig") def api_config(self) -> Optional[pulumi.Input[str]]: return pulumi.get(self, "api_config") @api_config.setter def api_config(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "api_config", value) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> Optional[pulumi.Input[str]]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) class ApiConfigIamPolicy(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, api: Optional[pulumi.Input[str]] = None, api_config: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Three different resources help you manage your IAM policy for API Gateway ApiConfig. Each of these resources serves a different use case: * `apigateway.ApiConfigIamPolicy`: Authoritative. Sets the IAM policy for the apiconfig and replaces any existing policy already attached. * `apigateway.ApiConfigIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the apiconfig are preserved. * `apigateway.ApiConfigIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the apiconfig are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `apigateway.ApiConfigIamPolicy`: Retrieves the IAM policy for the apiconfig > **Note:** `apigateway.ApiConfigIamPolicy` **cannot** be used in conjunction with `apigateway.ApiConfigIamBinding` and `apigateway.ApiConfigIamMember` or they will fight over what your policy should be. > **Note:** `apigateway.ApiConfigIamBinding` resources **can be** used in conjunction with `apigateway.ApiConfigIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/apigateway.viewer", members=["user:[email protected]"], )]) policy = gcp.apigateway.ApiConfigIamPolicy("policy", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], policy_data=admin.policy_data, opts=pulumi.ResourceOptions(provider=google_beta)) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.apigateway.ApiConfigIamBinding("binding", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], role="roles/apigateway.viewer", members=["user:[email protected]"], opts=pulumi.ResourceOptions(provider=google_beta)) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.apigateway.ApiConfigIamMember("member", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], role="roles/apigateway.viewer", member="user:[email protected]", opts=pulumi.ResourceOptions(provider=google_beta)) ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} * {{project}}/{{api}}/{{api_config}} * {{api}}/{{api_config}} * {{api_config}} Any variables not passed in the import command will be taken from the provider configuration. API Gateway apiconfig IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor "projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} roles/apigateway.viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor "projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} roles/apigateway.viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] api: The API to attach the config to. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ ... @overload def __init__( __self__, resource_name: str, args: ApiConfigIamPolicyArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Three different resources help you manage your IAM policy for API Gateway ApiConfig. Each of these resources serves a different use case: * `apigateway.ApiConfigIamPolicy`: Authoritative. Sets the IAM policy for the apiconfig and replaces any existing policy already attached. * `apigateway.ApiConfigIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the apiconfig are preserved. * `apigateway.ApiConfigIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the apiconfig are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `apigateway.ApiConfigIamPolicy`: Retrieves the IAM policy for the apiconfig > **Note:** `apigateway.ApiConfigIamPolicy` **cannot** be used in conjunction with `apigateway.ApiConfigIamBinding` and `apigateway.ApiConfigIamMember` or they will fight over what your policy should be. > **Note:** `apigateway.ApiConfigIamBinding` resources **can be** used in conjunction with `apigateway.ApiConfigIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/apigateway.viewer", members=["user:[email protected]"], )]) policy = gcp.apigateway.ApiConfigIamPolicy("policy", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], policy_data=admin.policy_data, opts=pulumi.ResourceOptions(provider=google_beta)) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.apigateway.ApiConfigIamBinding("binding", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], role="roles/apigateway.viewer", members=["user:[email protected]"], opts=pulumi.ResourceOptions(provider=google_beta)) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.apigateway.ApiConfigIamMember("member", api=google_api_gateway_api_config["api_cfg"]["api"], api_config=google_api_gateway_api_config["api_cfg"]["api_config_id"], role="roles/apigateway.viewer", member="user:[email protected]", opts=pulumi.ResourceOptions(provider=google_beta)) ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} * {{project}}/{{api}}/{{api_config}} * {{api}}/{{api_config}} * {{api_config}} Any variables not passed in the import command will be taken from the provider configuration. API Gateway apiconfig IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor "projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} roles/apigateway.viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor "projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} roles/apigateway.viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy editor projects/{{project}}/locations/global/apis/{{api}}/configs/{{api_config}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param ApiConfigIamPolicyArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( ApiConfigIamPolicyArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, api: Optional[pulumi.Input[str]] = None, api_config: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = ApiConfigIamPolicyArgs.__new__(ApiConfigIamPolicyArgs) if api is None and not opts.urn: raise TypeError("Missing required property 'api'") __props__.__dict__["api"] = api if api_config is None and not opts.urn: raise TypeError("Missing required property 'api_config'") __props__.__dict__["api_config"] = api_config if policy_data is None and not opts.urn: raise TypeError("Missing required property 'policy_data'") __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project __props__.__dict__["etag"] = None super(ApiConfigIamPolicy, __self__).__init__( "gcp:apigateway/apiConfigIamPolicy:ApiConfigIamPolicy", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, api: Optional[pulumi.Input[str]] = None, api_config: Optional[pulumi.Input[str]] = None, etag: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, ) -> "ApiConfigIamPolicy": """ Get an existing ApiConfigIamPolicy resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] api: The API to attach the config to. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _ApiConfigIamPolicyState.__new__(_ApiConfigIamPolicyState) __props__.__dict__["api"] = api __props__.__dict__["api_config"] = api_config __props__.__dict__["etag"] = etag __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project return ApiConfigIamPolicy(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def api(self) -> pulumi.Output[str]: """ The API to attach the config to. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "api") @property @pulumi.getter(name="apiConfig") def api_config(self) -> pulumi.Output[str]: return pulumi.get(self, "api_config") @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Output[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project")
data/pulumi_gcp-7.9.0/pulumi_gcp/apigateway/api_config_iam_policy.py
5,719
9,041
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME scipy.ndimage IMPORT_FROM ndimage STORE_NAME ndi POP_TOP LOAD_CONST 2 LOAD_CONST ('check_nD', '_supported_float_type') IMPORT_NAME _shared.utils IMPORT_FROM check_nD STORE_NAME check_nD IMPORT_FROM _supported_float_type STORE_NAME _supported_float_type POP_TOP LOAD_CONST 2 LOAD_CONST ('DescriptorExtractor', 'FeatureDetector') IMPORT_NAME feature.util IMPORT_FROM DescriptorExtractor STORE_NAME DescriptorExtractor IMPORT_FROM FeatureDetector STORE_NAME FeatureDetector POP_TOP LOAD_CONST 2 LOAD_CONST ('gaussian',) IMPORT_NAME _shared.filters IMPORT_FROM gaussian STORE_NAME gaussian POP_TOP LOAD_CONST 2 LOAD_CONST ('rescale',) IMPORT_NAME transform IMPORT_FROM rescale STORE_NAME rescale POP_TOP LOAD_CONST 2 LOAD_CONST ('img_as_float',) IMPORT_NAME util IMPORT_FROM img_as_float STORE_NAME img_as_float POP_TOP LOAD_CONST 1 LOAD_CONST ('_local_max', '_ori_distances', '_update_histogram') IMPORT_NAME _sift IMPORT_FROM _local_max STORE_NAME _local_max IMPORT_FROM _ori_distances STORE_NAME _ori_distances IMPORT_FROM _update_histogram STORE_NAME _update_histogram POP_TOP LOAD_CONST <code object _edgeness at 0x7fab8237fa50, file "f.py", line 14> LOAD_CONST '_edgeness' MAKE_FUNCTION STORE_NAME _edgeness LOAD_CONST <code object _sparse_gradient at 0x7fab8237f660, file "f.py", line 21> LOAD_CONST '_sparse_gradient' MAKE_FUNCTION STORE_NAME _sparse_gradient LOAD_CONST <code object _hessian at 0x7fab8237f6f0, file "f.py", line 40> LOAD_CONST '_hessian' MAKE_FUNCTION STORE_NAME _hessian LOAD_CONST <code object _offsets at 0x7fab8237f930, file "f.py", line 73> LOAD_CONST '_offsets' MAKE_FUNCTION STORE_NAME _offsets LOAD_BUILD_CLASS LOAD_CONST <code object SIFT at 0x7fab81fc4390, file "f.py", line 101> LOAD_CONST 'SIFT' MAKE_FUNCTION LOAD_CONST 'SIFT' LOAD_NAME FeatureDetector LOAD_NAME DescriptorExtractor CALL_FUNCTION STORE_NAME SIFT LOAD_CONST None RETURN_VALUE LOAD_FAST hxx LOAD_FAST hyy BINARY_ADD STORE_FAST trace LOAD_FAST hxx LOAD_FAST hyy BINARY_MULTIPLY LOAD_FAST hxy LOAD_FAST hxy BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST determinant LOAD_FAST trace LOAD_FAST trace BINARY_MULTIPLY LOAD_FAST determinant BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_FAST positions LOAD_CONST (Ellipsis, 0) BINARY_SUBSCR STORE_FAST p0 LOAD_FAST positions LOAD_CONST (Ellipsis, 1) BINARY_SUBSCR STORE_FAST p1 LOAD_FAST positions LOAD_CONST (Ellipsis, 2) BINARY_SUBSCR STORE_FAST p2 LOAD_FAST vol LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vol LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST g0 LOAD_FAST g0 LOAD_CONST 0.5 INPLACE_MULTIPLY STORE_FAST g0 LOAD_FAST vol LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vol LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST g1 LOAD_FAST g1 LOAD_CONST 0.5 INPLACE_MULTIPLY STORE_FAST g1 LOAD_FAST vol LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vol LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST g2 LOAD_FAST g2 LOAD_CONST 0.5 INPLACE_MULTIPLY STORE_FAST g2 LOAD_FAST g0 LOAD_FAST g1 LOAD_FAST g2 BUILD_TUPLE RETURN_VALUE LOAD_FAST positions LOAD_CONST (Ellipsis, 0) BINARY_SUBSCR STORE_FAST p0 LOAD_FAST positions LOAD_CONST (Ellipsis, 1) BINARY_SUBSCR STORE_FAST p1 LOAD_FAST positions LOAD_CONST (Ellipsis, 2) BINARY_SUBSCR STORE_FAST p2 LOAD_CONST 2 LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_MULTIPLY STORE_FAST two_d0 LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST two_d0 BINARY_SUBTRACT STORE_FAST h00 LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST two_d0 BINARY_SUBTRACT STORE_FAST h11 LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST two_d0 BINARY_SUBTRACT STORE_FAST h22 LOAD_CONST 0.25 LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 BUILD_TUPLE BINARY_SUBSCR BINARY_ADD BINARY_MULTIPLY STORE_FAST h01 LOAD_CONST 0.25 LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_ADD LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST d LOAD_FAST p0 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT BINARY_MULTIPLY STORE_FAST h02 LOAD_CONST 0.25 LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_ADD LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST d LOAD_FAST p0 LOAD_FAST p1 LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p2 LOAD_CONST 1 BINARY_ADD BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT BINARY_MULTIPLY STORE_FAST h12 LOAD_FAST h00 LOAD_FAST h11 LOAD_FAST h22 LOAD_FAST h01 LOAD_FAST h02 LOAD_FAST h12 BUILD_TUPLE RETURN_VALUE LOAD_FAST hess UNPACK_SEQUENCE STORE_FAST h00 STORE_FAST h11 STORE_FAST h22 STORE_FAST h01 STORE_FAST h02 STORE_FAST h12 LOAD_FAST grad UNPACK_SEQUENCE STORE_FAST g0 STORE_FAST g1 STORE_FAST g2 LOAD_FAST h00 LOAD_FAST h11 BINARY_MULTIPLY LOAD_FAST h22 BINARY_MULTIPLY STORE_FAST det LOAD_FAST det LOAD_FAST h00 LOAD_FAST h12 BINARY_MULTIPLY LOAD_FAST h12 BINARY_MULTIPLY INPLACE_SUBTRACT STORE_FAST det LOAD_FAST det LOAD_FAST h01 LOAD_FAST h01 BINARY_MULTIPLY LOAD_FAST h22 BINARY_MULTIPLY INPLACE_SUBTRACT STORE_FAST det LOAD_FAST det LOAD_CONST 2 LOAD_FAST h01 BINARY_MULTIPLY LOAD_FAST h02 BINARY_MULTIPLY LOAD_FAST h12 BINARY_MULTIPLY INPLACE_ADD STORE_FAST det LOAD_FAST det LOAD_FAST h02 LOAD_FAST h02 BINARY_MULTIPLY LOAD_FAST h11 BINARY_MULTIPLY INPLACE_SUBTRACT STORE_FAST det LOAD_FAST h11 LOAD_FAST h22 BINARY_MULTIPLY LOAD_FAST h12 LOAD_FAST h12 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST aa LOAD_FAST h02 LOAD_FAST h12 BINARY_MULTIPLY LOAD_FAST h01 LOAD_FAST h22 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST ab LOAD_FAST h01 LOAD_FAST h12 BINARY_MULTIPLY LOAD_FAST h02 LOAD_FAST h11 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST ac LOAD_FAST h00 LOAD_FAST h22 BINARY_MULTIPLY LOAD_FAST h02 LOAD_FAST h02 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST bb LOAD_FAST h01 LOAD_FAST h02 BINARY_MULTIPLY LOAD_FAST h00 LOAD_FAST h12 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST bc LOAD_FAST h00 LOAD_FAST h11 BINARY_MULTIPLY LOAD_FAST h01 LOAD_FAST h01 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST det BINARY_TRUE_DIVIDE STORE_FAST cc LOAD_FAST aa UNARY_NEGATIVE LOAD_FAST g0 BINARY_MULTIPLY LOAD_FAST ab LOAD_FAST g1 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST ac LOAD_FAST g2 BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST offset0 LOAD_FAST ab UNARY_NEGATIVE LOAD_FAST g0 BINARY_MULTIPLY LOAD_FAST bb LOAD_FAST g1 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST bc LOAD_FAST g2 BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST offset1 LOAD_FAST ac UNARY_NEGATIVE LOAD_FAST g0 BINARY_MULTIPLY LOAD_FAST bc LOAD_FAST g1 BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST cc LOAD_FAST g2 BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST offset2 LOAD_GLOBAL np LOAD_ATTR stack LOAD_FAST offset0 LOAD_FAST offset1 LOAD_FAST offset2 BUILD_TUPLE LOAD_CONST -1 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SIFT' STORE_NAME __qualname__ LOAD_CONST 'SIFT feature detection and descriptor extraction.\n\n Parameters\n ----------\n upsampling : int, optional\n Prior to the feature detection the image is upscaled by a factor\n of 1 (no upscaling), 2 or 4. Method: Bi-cubic interpolation.\n n_octaves : int, optional\n Maximum number of octaves. With every octave the image size is\n halved and the sigma doubled. The number of octaves will be\n reduced as needed to keep at least 12 pixels along each dimension\n at the smallest scale.\n n_scales : int, optional\n Maximum number of scales in every octave.\n sigma_min : float, optional\n The blur level of the seed image. If upsampling is enabled\n sigma_min is scaled by factor 1/upsampling\n sigma_in : float, optional\n The assumed blur level of the input image.\n c_dog : float, optional\n Threshold to discard low contrast extrema in the DoG. It\'s final\n value is dependent on n_scales by the relation:\n final_c_dog = (2^(1/n_scales)-1) / (2^(1/3)-1) * c_dog\n c_edge : float, optional\n Threshold to discard extrema that lie in edges. If H is the\n Hessian of an extremum, its "edgeness" is described by\n tr(H)²/det(H). If the edgeness is higher than\n (c_edge + 1)²/c_edge, the extremum is discarded.\n n_bins : int, optional\n Number of bins in the histogram that describes the gradient\n orientations around keypoint.\n lambda_ori : float, optional\n The window used to find the reference orientation of a keypoint\n has a width of 6 * lambda_ori * sigma and is weighted by a\n standard deviation of 2 * lambda_ori * sigma.\n c_max : float, optional\n The threshold at which a secondary peak in the orientation\n histogram is accepted as orientation\n lambda_descr : float, optional\n The window used to define the descriptor of a keypoint has a width\n of 2 * lambda_descr * sigma * (n_hist+1)/n_hist and is weighted by\n a standard deviation of lambda_descr * sigma.\n n_hist : int, optional\n The window used to define the descriptor of a keypoint consists of\n n_hist * n_hist histograms.\n n_ori : int, optional\n The number of bins in the histograms of the descriptor patch.\n\n Attributes\n ----------\n delta_min : float\n The sampling distance of the first octave. It\'s final value is\n 1/upsampling.\n float_dtype : type\n The datatype of the image.\n scalespace_sigmas : (n_octaves, n_scales + 3) array\n The sigma value of all scales in all octaves.\n keypoints : (N, 2) array\n Keypoint coordinates as ``(row, col)``.\n positions : (N, 2) array\n Subpixel-precision keypoint coordinates as ``(row, col)``.\n sigmas : (N, ) array\n The corresponding sigma (blur) value of a keypoint.\n scales : (N, ) array\n The corresponding scale of a keypoint.\n orientations : (N, ) array\n The orientations of the gradient around every keypoint.\n octaves : (N, ) array\n The corresponding octave of a keypoint.\n descriptors : (N, n_hist*n_hist*n_ori) array\n The descriptors of a keypoint.\n\n Notes\n -----\n The SIFT algorithm was developed by David Lowe [1]_, [2]_ and later\n patented by the University of British Columbia. Since the patent expired in\n 2020 it\'s free to use. The implementation here closely follows the\n detailed description in [3]_, including use of the same default parameters.\n\n References\n ----------\n .. [1] D.G. Lowe. "Object recognition from local scale-invariant\n features", Proceedings of the Seventh IEEE International\n Conference on Computer Vision, 1999, vol.2, pp. 1150-1157.\n :DOI:`10.1109/ICCV.1999.790410`\n\n .. [2] D.G. Lowe. "Distinctive Image Features from Scale-Invariant\n Keypoints", International Journal of Computer Vision, 2004,\n vol. 60, pp. 91–110.\n :DOI:`10.1023/B:VISI.0000029664.99615.94`\n\n .. [3] I. R. Otero and M. Delbracio. "Anatomy of the SIFT Method",\n Image Processing On Line, 4 (2014), pp. 370–396.\n :DOI:`10.5201/ipol.2014.82`\n\n Examples\n --------\n >>> from skimage.feature import SIFT, match_descriptors\n >>> from skimage.data import camera\n >>> from skimage.transform import rotate\n >>> img1 = camera()\n >>> img2 = rotate(camera(), 90)\n >>> detector_extractor1 = SIFT()\n >>> detector_extractor2 = SIFT()\n >>> detector_extractor1.detect_and_extract(img1)\n >>> detector_extractor2.detect_and_extract(img2)\n >>> matches = match_descriptors(detector_extractor1.descriptors,\n ... detector_extractor2.descriptors,\n ... max_ratio=0.6)\n >>> matches[10:15]\n array([[ 10, 412],\n [ 11, 417],\n [ 12, 407],\n [ 13, 411],\n [ 14, 406]])\n >>> detector_extractor1.keypoints[matches[10:15, 0]]\n array([[ 95, 214],\n [ 97, 211],\n [ 97, 218],\n [102, 215],\n [104, 218]])\n >>> detector_extractor2.keypoints[matches[10:15, 1]]\n array([[297, 95],\n [301, 97],\n [294, 97],\n [297, 102],\n [293, 104]])\n\n ' STORE_NAME __doc__ LOAD_CONST (2, 8, 3, 1.6, 0.5, 0.013333333333333334, 10, 36, 1.5, 0.8, 6, 4, 8) LOAD_CONST <code object __init__ at 0x7fab8237fc90, file "f.py", line 232> LOAD_CONST 'SIFT.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object deltas at 0x7fab8237fdb0, file "f.py", line 275> LOAD_CONST 'SIFT.deltas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME deltas LOAD_CONST <code object _set_number_of_octaves at 0x7fab8237f1e0, file "f.py", line 283> LOAD_CONST 'SIFT._set_number_of_octaves' MAKE_FUNCTION STORE_NAME _set_number_of_octaves LOAD_CONST <code object _create_scalespace at 0x7fab8237f030, file "f.py", line 290> LOAD_CONST 'SIFT._create_scalespace' MAKE_FUNCTION STORE_NAME _create_scalespace LOAD_CONST <code object _inrange at 0x7fab8237fae0, file "f.py", line 330> LOAD_CONST 'SIFT._inrange' MAKE_FUNCTION STORE_NAME _inrange LOAD_CONST <code object _find_localize_evaluate at 0x7fab81fc4f60, file "f.py", line 338> LOAD_CONST 'SIFT._find_localize_evaluate' MAKE_FUNCTION STORE_NAME _find_localize_evaluate LOAD_CONST <code object _fit at 0x7fab81fc4c00, file "f.py", line 434> LOAD_CONST 'SIFT._fit' MAKE_FUNCTION STORE_NAME _fit LOAD_CONST <code object _compute_orientation at 0x7fab81fc40c0, file "f.py", line 438> LOAD_CONST 'SIFT._compute_orientation' MAKE_FUNCTION STORE_NAME _compute_orientation LOAD_CONST <code object _rotate at 0x7fab81fc4540, file "f.py", line 532> LOAD_CONST 'SIFT._rotate' MAKE_FUNCTION STORE_NAME _rotate LOAD_CONST <code object _compute_descriptor at 0x7fab81fc4030, file "f.py", line 539> LOAD_CONST 'SIFT._compute_descriptor' MAKE_FUNCTION STORE_NAME _compute_descriptor LOAD_CONST <code object _preprocess at 0x7fab81fc4300, file "f.py", line 638> LOAD_CONST 'SIFT._preprocess' MAKE_FUNCTION STORE_NAME _preprocess LOAD_CONST <code object detect at 0x7fab81fc4930, file "f.py", line 647> LOAD_CONST 'SIFT.detect' MAKE_FUNCTION STORE_NAME detect LOAD_CONST <code object extract at 0x7fab81fc44b0, file "f.py", line 672> LOAD_CONST 'SIFT.extract' MAKE_FUNCTION STORE_NAME extract LOAD_CONST <code object detect_and_extract at 0x7fab81fc4780, file "f.py", line 689> LOAD_CONST 'SIFT.detect_and_extract' MAKE_FUNCTION STORE_NAME detect_and_extract LOAD_CONST None RETURN_VALUE LOAD_FAST upsampling LOAD_CONST (1, 2, 4) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST upsampling LOAD_FAST self STORE_ATTR upsampling JUMP_FORWARD to 24 LOAD_GLOBAL ValueError LOAD_CONST 'upsampling must be 1, 2 or 4' CALL_FUNCTION RAISE_VARARGS LOAD_FAST n_octaves LOAD_FAST self STORE_ATTR n_octaves LOAD_FAST n_scales LOAD_FAST self STORE_ATTR n_scales LOAD_FAST sigma_min LOAD_FAST upsampling BINARY_TRUE_DIVIDE LOAD_FAST self STORE_ATTR sigma_min LOAD_FAST sigma_in LOAD_FAST self STORE_ATTR sigma_in LOAD_CONST 2 LOAD_CONST 1 LOAD_FAST n_scales BINARY_TRUE_DIVIDE BINARY_POWER LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 0.2599210498948732 BINARY_TRUE_DIVIDE LOAD_FAST c_dog BINARY_MULTIPLY LOAD_FAST self STORE_ATTR c_dog LOAD_FAST c_edge LOAD_FAST self STORE_ATTR c_edge LOAD_FAST n_bins LOAD_FAST self STORE_ATTR n_bins LOAD_FAST lambda_ori LOAD_FAST self STORE_ATTR lambda_ori LOAD_FAST c_max LOAD_FAST self STORE_ATTR c_max LOAD_FAST lambda_descr LOAD_FAST self STORE_ATTR lambda_descr LOAD_FAST n_hist LOAD_FAST self STORE_ATTR n_hist LOAD_FAST n_ori LOAD_FAST self STORE_ATTR n_ori LOAD_CONST 1 LOAD_FAST upsampling BINARY_TRUE_DIVIDE LOAD_FAST self STORE_ATTR delta_min LOAD_CONST None LOAD_FAST self STORE_ATTR float_dtype LOAD_CONST None LOAD_FAST self STORE_ATTR scalespace_sigmas LOAD_CONST None LOAD_FAST self STORE_ATTR keypoints LOAD_CONST None LOAD_FAST self STORE_ATTR positions LOAD_CONST None LOAD_FAST self STORE_ATTR sigmas LOAD_CONST None LOAD_FAST self STORE_ATTR scales LOAD_CONST None LOAD_FAST self STORE_ATTR orientations LOAD_CONST None LOAD_FAST self STORE_ATTR octaves LOAD_CONST None LOAD_FAST self STORE_ATTR descriptors LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR delta_min LOAD_GLOBAL np LOAD_ATTR power LOAD_CONST 2 LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST self LOAD_ATTR n_octaves CALL_METHOD LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION BINARY_MULTIPLY STORE_FAST deltas LOAD_FAST deltas RETURN_VALUE LOAD_CONST 12 STORE_FAST size_min LOAD_GLOBAL min LOAD_FAST image_shape CALL_FUNCTION LOAD_FAST self LOAD_ATTR upsampling BINARY_MULTIPLY STORE_FAST s0 LOAD_GLOBAL int LOAD_GLOBAL math LOAD_METHOD log2 LOAD_FAST s0 LOAD_FAST size_min BINARY_TRUE_DIVIDE CALL_METHOD LOAD_CONST 1 BINARY_ADD CALL_FUNCTION STORE_FAST max_octaves LOAD_FAST max_octaves LOAD_FAST self LOAD_ATTR n_octaves COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST max_octaves LOAD_FAST self STORE_ATTR n_octaves LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST scalespace LOAD_FAST self LOAD_ATTR upsampling LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL rescale LOAD_FAST image LOAD_FAST self LOAD_ATTR upsampling LOAD_CONST 1 LOAD_CONST ('order',) CALL_FUNCTION STORE_FAST image LOAD_GLOBAL gaussian LOAD_FAST image LOAD_FAST self LOAD_ATTR upsampling LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST self LOAD_ATTR sigma_min LOAD_CONST 2 BINARY_POWER LOAD_FAST self LOAD_ATTR sigma_in LOAD_CONST 2 BINARY_POWER BINARY_SUBTRACT CALL_METHOD BINARY_MULTIPLY LOAD_CONST 'reflect' LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST image LOAD_GLOBAL np LOAD_METHOD power LOAD_CONST 2 LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST self LOAD_ATTR n_scales LOAD_CONST 3 BINARY_ADD CALL_METHOD LOAD_FAST self LOAD_ATTR n_scales BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST tmp LOAD_FAST tmp LOAD_FAST self LOAD_ATTR sigma_min INPLACE_MULTIPLY STORE_FAST tmp LOAD_FAST self LOAD_ATTR deltas LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR deltas LOAD_CONST 0 BINARY_SUBSCR BINARY_TRUE_DIVIDE LOAD_FAST tmp LOAD_GLOBAL np LOAD_ATTR newaxis LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_MULTIPLY STORE_FAST sigmas LOAD_FAST sigmas LOAD_FAST self STORE_ATTR scalespace_sigmas LOAD_GLOBAL np LOAD_ATTR diff LOAD_FAST sigmas LOAD_FAST sigmas BINARY_MULTIPLY LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST var_diff LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_FAST var_diff CALL_METHOD LOAD_FAST self LOAD_ATTR deltas LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_TRUE_DIVIDE STORE_FAST gaussian_sigmas SETUP_LOOP to 406 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR n_octaves CALL_FUNCTION GET_ITER FOR_ITER to 404 STORE_FAST o LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST self LOAD_ATTR n_scales LOAD_CONST 3 BINARY_ADD BUILD_TUPLE LOAD_FAST image LOAD_ATTR shape BINARY_ADD LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST 'C' LOAD_CONST ('dtype', 'order') CALL_FUNCTION STORE_FAST octave LOAD_FAST image LOAD_FAST octave LOAD_CONST 0 STORE_SUBSCR SETUP_LOOP to 338 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST self LOAD_ATTR n_scales LOAD_CONST 3 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 336 STORE_FAST s LOAD_GLOBAL gaussian LOAD_FAST octave LOAD_FAST s LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR LOAD_FAST gaussian_sigmas LOAD_FAST o LOAD_FAST s LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'reflect' LOAD_FAST octave LOAD_FAST s BINARY_SUBSCR LOAD_CONST ('mode', 'output') CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST scalespace LOAD_METHOD append LOAD_GLOBAL np LOAD_METHOD moveaxis LOAD_FAST octave LOAD_CONST 0 LOAD_CONST -1 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST o LOAD_FAST self LOAD_ATTR n_octaves LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST octave LOAD_FAST self LOAD_ATTR n_scales BINARY_SUBSCR LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST image JUMP_ABSOLUTE POP_BLOCK LOAD_FAST scalespace RETURN_VALUE LOAD_FAST a LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP > LOAD_FAST a LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST dim LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP < BINARY_AND LOAD_FAST a LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP > BINARY_AND LOAD_FAST a LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST dim LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP < BINARY_AND RETURN_VALUE BUILD_LIST STORE_FAST extrema_pos BUILD_LIST STORE_FAST extrema_scales BUILD_LIST STORE_FAST extrema_sigmas LOAD_FAST self LOAD_ATTR c_dog LOAD_CONST 0.8 BINARY_MULTIPLY STORE_FAST threshold EXTENDED_ARG SETUP_LOOP to 872 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST dogspace LOAD_FAST self LOAD_ATTR deltas CALL_FUNCTION CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 870 UNPACK_SEQUENCE STORE_FAST o UNPACK_SEQUENCE STORE_FAST octave STORE_FAST delta LOAD_GLOBAL _local_max LOAD_GLOBAL np LOAD_METHOD ascontiguousarray LOAD_FAST octave CALL_METHOD LOAD_FAST threshold CALL_FUNCTION STORE_FAST keys LOAD_FAST keys LOAD_ATTR size LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST extrema_pos LOAD_METHOD append LOAD_GLOBAL np LOAD_METHOD empty LOAD_CONST (0, 2) CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST octave LOAD_ATTR shape STORE_FAST oshape LOAD_CONST 5 STORE_FAST refinement_iterations LOAD_CONST 0.6 STORE_FAST offset_max SETUP_LOOP to 326 LOAD_GLOBAL range LOAD_FAST refinement_iterations CALL_FUNCTION GET_ITER FOR_ITER to 324 STORE_FAST i LOAD_FAST i LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST keys LOAD_FAST self LOAD_METHOD _inrange LOAD_FAST keys LOAD_FAST oshape CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST keys LOAD_GLOBAL _sparse_gradient LOAD_FAST octave LOAD_FAST keys CALL_FUNCTION STORE_FAST grad LOAD_GLOBAL _hessian LOAD_FAST octave LOAD_FAST keys CALL_FUNCTION STORE_FAST hess LOAD_GLOBAL _offsets LOAD_FAST grad LOAD_FAST hess CALL_FUNCTION STORE_FAST off LOAD_FAST i LOAD_FAST refinement_iterations LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_FALSE BREAK_LOOP LOAD_GLOBAL np LOAD_METHOD logical_and LOAD_FAST off LOAD_FAST offset_max COMPARE_OP > LOAD_FAST keys LOAD_CONST 1 BINARY_ADD LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7fab8237fc00, file "f.py", line 370> LOAD_CONST 'SIFT._find_localize_evaluate.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST oshape GET_ITER CALL_FUNCTION CALL_FUNCTION COMPARE_OP < CALL_METHOD STORE_FAST wrong_position_pos LOAD_GLOBAL np LOAD_METHOD logical_and LOAD_FAST off LOAD_FAST offset_max UNARY_NEGATIVE COMPARE_OP < LOAD_FAST keys LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 0 COMPARE_OP > CALL_METHOD STORE_FAST wrong_position_neg LOAD_GLOBAL np LOAD_METHOD any LOAD_GLOBAL np LOAD_METHOD logical_or LOAD_FAST wrong_position_neg LOAD_FAST wrong_position_pos CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST keys LOAD_FAST wrong_position_pos DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_FAST keys LOAD_FAST wrong_position_neg DUP_TOP BINARY_SUBSCR LOAD_CONST 1 INPLACE_SUBTRACT ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_ATTR all LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST off CALL_METHOD LOAD_FAST offset_max COMPARE_OP < LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_DEREF finished LOAD_FAST keys LOAD_DEREF finished BINARY_SUBSCR STORE_FAST keys LOAD_FAST off LOAD_DEREF finished BINARY_SUBSCR STORE_FAST off LOAD_CLOSURE finished BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab8237f780, file "f.py", line 381> LOAD_CONST 'SIFT._find_localize_evaluate.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST grad GET_ITER CALL_FUNCTION STORE_FAST grad LOAD_FAST octave LOAD_FAST keys LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST keys LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST keys LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_FAST vals LOAD_FAST vals STORE_FAST w SETUP_LOOP to 490 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 488 STORE_FAST i LOAD_FAST w LOAD_CONST 0.5 LOAD_FAST grad LOAD_FAST i BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST off LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST i BUILD_TUPLE BINARY_SUBSCR BINARY_MULTIPLY INPLACE_ADD STORE_FAST w EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST hess LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF finished BINARY_SUBSCR LOAD_FAST hess LOAD_CONST 1 BINARY_SUBSCR LOAD_DEREF finished BINARY_SUBSCR LOAD_FAST hess LOAD_CONST 3 BINARY_SUBSCR LOAD_DEREF finished BINARY_SUBSCR ROT_THREE ROT_TWO STORE_FAST h00 STORE_FAST h11 STORE_FAST h01 LOAD_FAST self LOAD_ATTR scalespace_sigmas LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_FAST self LOAD_ATTR scalespace_sigmas LOAD_CONST (0, 0) BINARY_SUBSCR BINARY_TRUE_DIVIDE STORE_FAST sigmaratio LOAD_FAST self LOAD_ATTR c_dog STORE_FAST contrast_threshold LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST w CALL_METHOD LOAD_FAST contrast_threshold COMPARE_OP > STORE_FAST contrast_filter LOAD_GLOBAL np LOAD_METHOD square LOAD_FAST self LOAD_ATTR c_edge LOAD_CONST 1 BINARY_ADD CALL_METHOD LOAD_FAST self LOAD_ATTR c_edge BINARY_TRUE_DIVIDE STORE_FAST edge_threshold LOAD_GLOBAL _edgeness LOAD_FAST h00 LOAD_FAST contrast_filter BINARY_SUBSCR LOAD_FAST h11 LOAD_FAST contrast_filter BINARY_SUBSCR LOAD_FAST h01 LOAD_FAST contrast_filter BINARY_SUBSCR CALL_FUNCTION STORE_FAST edge_response LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST edge_response CALL_METHOD LOAD_FAST edge_threshold COMPARE_OP <= STORE_FAST edge_filter LOAD_FAST keys LOAD_FAST contrast_filter BINARY_SUBSCR LOAD_FAST edge_filter BINARY_SUBSCR STORE_FAST keys LOAD_FAST off LOAD_FAST contrast_filter BINARY_SUBSCR LOAD_FAST edge_filter BINARY_SUBSCR STORE_FAST off LOAD_FAST keys LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST off LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST delta BINARY_MULTIPLY LOAD_METHOD astype LOAD_FAST self LOAD_ATTR float_dtype CALL_METHOD STORE_FAST yx LOAD_FAST self LOAD_ATTR scalespace_sigmas LOAD_FAST o LOAD_FAST keys LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD power LOAD_FAST sigmaratio LOAD_FAST off LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD BINARY_MULTIPLY STORE_FAST sigmas LOAD_GLOBAL np LOAD_ATTR all LOAD_GLOBAL np LOAD_METHOD logical_and LOAD_FAST yx LOAD_FAST sigmas LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 0.0 COMPARE_OP > LOAD_FAST yx LOAD_FAST sigmas LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_FAST img_shape COMPARE_OP < CALL_METHOD LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST border_filter LOAD_FAST extrema_pos LOAD_METHOD append LOAD_FAST yx LOAD_FAST border_filter BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST extrema_scales LOAD_METHOD append LOAD_FAST keys LOAD_FAST border_filter LOAD_CONST 2 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST extrema_sigmas LOAD_METHOD append LOAD_FAST sigmas LOAD_FAST border_filter BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_CONST <code object <listcomp> at 0x7fab8237fb70, file "f.py", line 420> LOAD_CONST 'SIFT._find_localize_evaluate.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_FAST extrema_pos CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST octave_indices LOAD_GLOBAL len LOAD_FAST octave_indices CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'SIFT found no features. Try passing in an image containing greater intensity contrasts between adjacent pixels.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST extrema_pos CALL_METHOD STORE_FAST extrema_pos LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST extrema_scales CALL_METHOD STORE_FAST extrema_scales LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST extrema_sigmas CALL_METHOD STORE_FAST extrema_sigmas LOAD_FAST extrema_pos LOAD_FAST extrema_scales LOAD_FAST extrema_sigmas LOAD_FAST octave_indices BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST a LOAD_FAST a LOAD_CONST 1 BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST g LOAD_FAST g LOAD_DEREF finished BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST i STORE_FAST p LOAD_GLOBAL np LOAD_METHOD full LOAD_GLOBAL len LOAD_FAST p CALL_FUNCTION LOAD_FAST i CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST h LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST h LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 2 LOAD_FAST h LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST h LOAD_CONST 2 BINARY_SUBSCR BINARY_ADD LOAD_CONST 2 LOAD_FAST h LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT BINARY_MULTIPLY BINARY_TRUE_DIVIDE RETURN_VALUE BUILD_LIST STORE_FAST gradient_space BUILD_LIST STORE_FAST keypoint_indices BUILD_LIST STORE_FAST keypoint_angles BUILD_LIST STORE_FAST keypoint_octave LOAD_GLOBAL np LOAD_ATTR zeros_like LOAD_FAST sigmas_oct LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST orientations LOAD_CONST 0 STORE_FAST key_count EXTENDED_ARG SETUP_LOOP to 1024 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST gaussian_scalespace LOAD_FAST self LOAD_ATTR deltas CALL_FUNCTION CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1022 UNPACK_SEQUENCE STORE_FAST o UNPACK_SEQUENCE STORE_FAST octave STORE_FAST delta LOAD_FAST gradient_space LOAD_METHOD append LOAD_GLOBAL np LOAD_METHOD gradient LOAD_FAST octave CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST octaves LOAD_FAST o COMPARE_OP == STORE_FAST in_oct LOAD_GLOBAL np LOAD_METHOD any LOAD_FAST in_oct CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST positions_oct LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST positions LOAD_FAST scales_oct LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST scales LOAD_FAST sigmas_oct LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST sigmas LOAD_FAST octave LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR STORE_FAST oshape LOAD_FAST positions LOAD_FAST delta BINARY_TRUE_DIVIDE STORE_FAST yx LOAD_FAST sigmas LOAD_FAST delta BINARY_TRUE_DIVIDE STORE_FAST sigma LOAD_CONST 3 LOAD_FAST self LOAD_ATTR lambda_ori BINARY_MULTIPLY LOAD_FAST sigma BINARY_MULTIPLY STORE_FAST radius LOAD_GLOBAL np LOAD_METHOD maximum LOAD_CONST 0 LOAD_FAST yx LOAD_FAST radius LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_ADD CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD STORE_FAST p_min LOAD_GLOBAL np LOAD_METHOD minimum LOAD_FAST yx LOAD_FAST radius LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_CONST 0.5 BINARY_ADD LOAD_FAST oshape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST oshape LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD STORE_FAST p_max LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST self LOAD_ATTR n_bins LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST hist LOAD_GLOBAL np LOAD_ATTR full LOAD_CONST (3,) LOAD_CONST 0.3333333333333333 LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST avg_kernel EXTENDED_ARG SETUP_LOOP to 1020 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST yx CALL_FUNCTION CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1018 STORE_FAST k LOAD_CONST 0 LOAD_FAST hist LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR meshgrid LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST p_min LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST p_max LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1 BINARY_ADD CALL_METHOD LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST p_min LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST p_max LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1 BINARY_ADD CALL_METHOD LOAD_CONST 'ij' LOAD_CONST True LOAD_CONST ('indexing', 'sparse') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST r STORE_FAST c LOAD_FAST gradient_space LOAD_FAST o BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST r LOAD_FAST c LOAD_FAST scales LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_FAST gradient_row LOAD_FAST gradient_space LOAD_FAST o BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST r LOAD_FAST c LOAD_FAST scales LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_FAST gradient_col LOAD_FAST r LOAD_ATTR astype LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST r LOAD_FAST c LOAD_ATTR astype LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST c LOAD_FAST r LOAD_FAST yx LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR INPLACE_SUBTRACT STORE_FAST r LOAD_FAST c LOAD_FAST yx LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR INPLACE_SUBTRACT STORE_FAST c LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_GLOBAL np LOAD_METHOD square LOAD_FAST gradient_row CALL_METHOD LOAD_GLOBAL np LOAD_METHOD square LOAD_FAST gradient_col CALL_METHOD BINARY_ADD CALL_METHOD STORE_FAST magnitude LOAD_GLOBAL np LOAD_METHOD mod LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST gradient_col LOAD_FAST gradient_row CALL_METHOD LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY CALL_METHOD STORE_FAST theta LOAD_GLOBAL np LOAD_METHOD exp LOAD_GLOBAL np LOAD_METHOD divide LOAD_FAST r LOAD_FAST r BINARY_MULTIPLY LOAD_FAST c LOAD_FAST c BINARY_MULTIPLY BINARY_ADD LOAD_CONST -2 LOAD_FAST self LOAD_ATTR lambda_ori LOAD_FAST sigma LOAD_FAST k BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 2 BINARY_POWER BINARY_MULTIPLY CALL_METHOD CALL_METHOD STORE_FAST kernel LOAD_GLOBAL np LOAD_METHOD floor LOAD_FAST theta LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY BINARY_TRUE_DIVIDE LOAD_FAST self LOAD_ATTR n_bins BINARY_MULTIPLY LOAD_CONST 0.5 BINARY_ADD LOAD_FAST self LOAD_ATTR n_bins BINARY_MODULO CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD STORE_FAST bins LOAD_GLOBAL np LOAD_ATTR add LOAD_METHOD at LOAD_FAST hist LOAD_FAST bins LOAD_FAST kernel LOAD_FAST magnitude BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST hist LOAD_CONST -6 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST hist LOAD_FAST hist LOAD_CONST None LOAD_CONST 6 BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE CALL_METHOD STORE_FAST hist SETUP_LOOP to 768 LOAD_GLOBAL range LOAD_CONST 6 CALL_FUNCTION GET_ITER FOR_ITER to 766 STORE_FAST _ LOAD_GLOBAL np LOAD_ATTR convolve LOAD_FAST hist LOAD_FAST avg_kernel LOAD_CONST 'same' LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST hist EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST hist LOAD_CONST 6 LOAD_CONST -6 BUILD_SLICE BINARY_SUBSCR STORE_FAST hist LOAD_GLOBAL ndi LOAD_ATTR maximum_filter LOAD_FAST hist LOAD_CONST 3 BUILD_LIST LOAD_CONST 'wrap' LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST max_filter LOAD_GLOBAL np LOAD_METHOD nonzero LOAD_GLOBAL np LOAD_METHOD logical_and LOAD_FAST hist LOAD_FAST self LOAD_ATTR c_max LOAD_GLOBAL np LOAD_METHOD max LOAD_FAST hist CALL_METHOD BINARY_MULTIPLY COMPARE_OP >= LOAD_FAST max_filter LOAD_FAST hist COMPARE_OP == CALL_METHOD CALL_METHOD STORE_FAST maxima SETUP_LOOP to 1006 LOAD_GLOBAL enumerate LOAD_FAST maxima LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 1004 UNPACK_SEQUENCE STORE_FAST c STORE_FAST m LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST m LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST m LOAD_CONST 2 BINARY_ADD CALL_METHOD LOAD_GLOBAL len LOAD_FAST hist CALL_FUNCTION BINARY_MODULO STORE_FAST neigh LOAD_FAST m LOAD_FAST self LOAD_METHOD _fit LOAD_FAST hist LOAD_FAST neigh BINARY_SUBSCR CALL_METHOD BINARY_ADD LOAD_CONST 0.5 BINARY_ADD LOAD_CONST 2 BINARY_MULTIPLY LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR n_bins BINARY_TRUE_DIVIDE STORE_FAST ori LOAD_FAST ori LOAD_GLOBAL np LOAD_ATTR pi COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ori LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY INPLACE_SUBTRACT STORE_FAST ori LOAD_FAST c LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ori LOAD_FAST orientations LOAD_FAST key_count STORE_SUBSCR JUMP_FORWARD to 1000 LOAD_FAST keypoint_indices LOAD_METHOD append LOAD_FAST key_count CALL_METHOD POP_TOP LOAD_FAST keypoint_angles LOAD_METHOD append LOAD_FAST ori CALL_METHOD POP_TOP LOAD_FAST keypoint_octave LOAD_METHOD append LOAD_FAST o CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST key_count LOAD_CONST 1 INPLACE_ADD STORE_FAST key_count EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST positions_oct LOAD_FAST positions_oct LOAD_FAST keypoint_indices BINARY_SUBSCR BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR positions LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST scales_oct LOAD_FAST scales_oct LOAD_FAST keypoint_indices BINARY_SUBSCR BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR scales LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST sigmas_oct LOAD_FAST sigmas_oct LOAD_FAST keypoint_indices BINARY_SUBSCR BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR sigmas LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST orientations LOAD_FAST keypoint_angles BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR orientations LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_FAST octaves LOAD_FAST keypoint_octave BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR octaves LOAD_FAST gradient_space RETURN_VALUE LOAD_GLOBAL math LOAD_METHOD cos LOAD_FAST angle CALL_METHOD STORE_FAST c LOAD_GLOBAL math LOAD_METHOD sin LOAD_FAST angle CALL_METHOD STORE_FAST s LOAD_FAST c LOAD_FAST row BINARY_MULTIPLY LOAD_FAST s LOAD_FAST col BINARY_MULTIPLY BINARY_ADD STORE_FAST rot_row LOAD_FAST s UNARY_NEGATIVE LOAD_FAST row BINARY_MULTIPLY LOAD_FAST c LOAD_FAST col BINARY_MULTIPLY BINARY_ADD STORE_FAST rot_col LOAD_FAST rot_row LOAD_FAST rot_col BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR scales CALL_FUNCTION STORE_FAST n_key LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST n_key LOAD_FAST self LOAD_ATTR n_hist LOAD_CONST 2 BINARY_POWER LOAD_FAST self LOAD_ATTR n_ori BINARY_MULTIPLY BUILD_TUPLE LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR descriptors LOAD_GLOBAL np LOAD_ATTR arange LOAD_CONST 1 LOAD_FAST self LOAD_ATTR n_hist LOAD_CONST 1 BINARY_ADD LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST hists LOAD_GLOBAL np LOAD_ATTR arange LOAD_CONST 1 LOAD_FAST self LOAD_ATTR n_ori LOAD_CONST 1 BINARY_ADD LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST bins LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST n_key CALL_METHOD STORE_FAST key_numbers EXTENDED_ARG SETUP_LOOP to 1048 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST gradient_space LOAD_FAST self LOAD_ATTR deltas CALL_FUNCTION CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1046 UNPACK_SEQUENCE STORE_FAST o UNPACK_SEQUENCE STORE_FAST gradient STORE_FAST delta LOAD_FAST self LOAD_ATTR octaves LOAD_FAST o COMPARE_OP == STORE_FAST in_oct LOAD_GLOBAL np LOAD_METHOD any LOAD_FAST in_oct CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR positions LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST positions LOAD_FAST self LOAD_ATTR scales LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST scales LOAD_FAST self LOAD_ATTR sigmas LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST sigmas LOAD_FAST self LOAD_ATTR orientations LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST orientations LOAD_FAST key_numbers LOAD_FAST in_oct BINARY_SUBSCR STORE_FAST numbers LOAD_FAST gradient LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR STORE_FAST dim LOAD_FAST positions LOAD_FAST delta BINARY_TRUE_DIVIDE STORE_FAST center_pos LOAD_FAST sigmas LOAD_FAST delta BINARY_TRUE_DIVIDE STORE_FAST sigma LOAD_FAST self LOAD_ATTR lambda_descr LOAD_CONST 1 LOAD_CONST 1 LOAD_FAST self LOAD_ATTR n_hist BINARY_TRUE_DIVIDE BINARY_ADD BINARY_MULTIPLY LOAD_FAST sigma BINARY_MULTIPLY STORE_FAST radius LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_CONST 2 CALL_METHOD LOAD_FAST radius BINARY_MULTIPLY STORE_FAST radius_patch LOAD_GLOBAL np LOAD_ATTR asarray LOAD_GLOBAL np LOAD_METHOD maximum LOAD_CONST 0 LOAD_FAST center_pos LOAD_FAST radius_patch LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_ADD CALL_METHOD LOAD_GLOBAL int LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST p_min LOAD_GLOBAL np LOAD_ATTR asarray LOAD_GLOBAL np LOAD_METHOD minimum LOAD_FAST center_pos LOAD_FAST radius_patch LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_ADD LOAD_CONST 0.5 BINARY_ADD LOAD_FAST dim LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST dim LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE CALL_METHOD LOAD_GLOBAL int LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST p_max EXTENDED_ARG SETUP_LOOP to 1044 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST p_max CALL_FUNCTION CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1042 STORE_FAST k LOAD_FAST radius LOAD_FAST k BINARY_SUBSCR STORE_FAST rad_k LOAD_FAST orientations LOAD_FAST k BINARY_SUBSCR STORE_FAST ori LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST self LOAD_ATTR n_hist LOAD_FAST self LOAD_ATTR n_hist LOAD_FAST self LOAD_ATTR n_ori BUILD_TUPLE LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST histograms LOAD_GLOBAL np LOAD_ATTR meshgrid LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST p_min LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST p_max LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST p_min LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST p_max LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR CALL_METHOD LOAD_CONST 'ij' LOAD_CONST True LOAD_CONST ('indexing', 'sparse') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST r STORE_FAST c LOAD_GLOBAL np LOAD_ATTR subtract LOAD_FAST r LOAD_FAST center_pos LOAD_FAST k LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST r_norm LOAD_GLOBAL np LOAD_ATTR subtract LOAD_FAST c LOAD_FAST center_pos LOAD_FAST k LOAD_CONST 1 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST c_norm LOAD_FAST self LOAD_METHOD _rotate LOAD_FAST r_norm LOAD_FAST c_norm LOAD_FAST ori CALL_METHOD UNPACK_SEQUENCE STORE_FAST r_norm STORE_FAST c_norm LOAD_GLOBAL np LOAD_METHOD maximum LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST r_norm CALL_METHOD LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST c_norm CALL_METHOD CALL_METHOD LOAD_FAST rad_k COMPARE_OP < STORE_FAST inside LOAD_FAST r_norm LOAD_FAST inside BINARY_SUBSCR LOAD_FAST c_norm LOAD_FAST inside BINARY_SUBSCR ROT_TWO STORE_FAST r_norm STORE_FAST c_norm LOAD_GLOBAL np LOAD_METHOD nonzero LOAD_FAST inside CALL_METHOD UNPACK_SEQUENCE STORE_FAST r_idx STORE_FAST c_idx LOAD_FAST r LOAD_FAST r_idx LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR STORE_FAST r LOAD_FAST c LOAD_CONST 0 LOAD_FAST c_idx BUILD_TUPLE BINARY_SUBSCR STORE_FAST c LOAD_FAST gradient LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST r LOAD_FAST c LOAD_FAST scales LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_FAST gradient_row LOAD_FAST gradient LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST r LOAD_FAST c LOAD_FAST scales LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR STORE_FAST gradient_col LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST gradient_col LOAD_FAST gradient_row CALL_METHOD LOAD_FAST ori BINARY_SUBTRACT STORE_FAST theta LOAD_FAST self LOAD_ATTR lambda_descr LOAD_FAST sigma LOAD_FAST k BINARY_SUBSCR BINARY_MULTIPLY STORE_FAST lam_sig LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST r_norm LOAD_FAST r_norm BINARY_MULTIPLY LOAD_FAST c_norm LOAD_FAST c_norm BINARY_MULTIPLY BINARY_ADD LOAD_CONST -2 LOAD_FAST lam_sig LOAD_CONST 2 BINARY_POWER BINARY_MULTIPLY BINARY_TRUE_DIVIDE CALL_METHOD STORE_FAST kernel LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_FAST gradient_row LOAD_FAST gradient_row BINARY_MULTIPLY LOAD_FAST gradient_col LOAD_FAST gradient_col BINARY_MULTIPLY BINARY_ADD CALL_METHOD LOAD_FAST kernel BINARY_MULTIPLY STORE_FAST magnitude LOAD_CONST 2 LOAD_FAST lam_sig BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR n_hist BINARY_TRUE_DIVIDE STORE_FAST lam_sig_ratio LOAD_FAST hists LOAD_CONST 1 LOAD_FAST self LOAD_ATTR n_hist BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_FAST lam_sig_ratio BINARY_MULTIPLY STORE_FAST rc_bins LOAD_FAST lam_sig_ratio STORE_FAST rc_bin_spacing LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY LOAD_FAST bins BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR n_ori BINARY_TRUE_DIVIDE STORE_FAST ori_bins LOAD_GLOBAL np LOAD_METHOD abs LOAD_GLOBAL np LOAD_ATTR subtract LOAD_METHOD outer LOAD_FAST rc_bins LOAD_FAST r_norm CALL_METHOD CALL_METHOD STORE_FAST dist_r LOAD_GLOBAL np LOAD_METHOD abs LOAD_GLOBAL np LOAD_ATTR subtract LOAD_METHOD outer LOAD_FAST rc_bins LOAD_FAST c_norm CALL_METHOD CALL_METHOD STORE_FAST dist_c LOAD_GLOBAL _ori_distances LOAD_FAST ori_bins LOAD_FAST theta CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST near_t STORE_FAST near_t_val LOAD_GLOBAL _update_histogram LOAD_FAST histograms LOAD_FAST near_t LOAD_FAST near_t_val LOAD_FAST magnitude LOAD_FAST dist_r LOAD_FAST dist_c LOAD_FAST rc_bin_spacing CALL_FUNCTION POP_TOP LOAD_FAST histograms LOAD_METHOD reshape LOAD_CONST -1 CALL_METHOD STORE_FAST histograms LOAD_GLOBAL np LOAD_METHOD minimum LOAD_FAST histograms LOAD_CONST 0.2 LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD norm LOAD_FAST histograms CALL_METHOD BINARY_MULTIPLY CALL_METHOD STORE_FAST histograms LOAD_CONST 512 LOAD_FAST histograms BINARY_MULTIPLY LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD norm LOAD_FAST histograms CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST descriptor LOAD_GLOBAL np LOAD_METHOD minimum LOAD_GLOBAL np LOAD_METHOD floor LOAD_FAST descriptor CALL_METHOD LOAD_CONST 255 CALL_METHOD STORE_FAST descriptor LOAD_FAST descriptor LOAD_FAST self LOAD_ATTR descriptors LOAD_FAST numbers LOAD_FAST k BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL check_nD LOAD_FAST image LOAD_CONST 2 CALL_FUNCTION POP_TOP LOAD_GLOBAL img_as_float LOAD_FAST image CALL_FUNCTION STORE_FAST image LOAD_GLOBAL _supported_float_type LOAD_FAST image LOAD_ATTR dtype CALL_FUNCTION LOAD_FAST self STORE_ATTR float_dtype LOAD_FAST image LOAD_ATTR astype LOAD_FAST self LOAD_ATTR float_dtype LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST image LOAD_FAST self LOAD_METHOD _set_number_of_octaves LOAD_FAST image LOAD_ATTR shape CALL_METHOD POP_TOP LOAD_FAST image RETURN_VALUE LOAD_FAST self LOAD_METHOD _preprocess LOAD_FAST image CALL_METHOD STORE_FAST image LOAD_FAST self LOAD_METHOD _create_scalespace LOAD_FAST image CALL_METHOD STORE_FAST gaussian_scalespace LOAD_CONST <code object <listcomp> at 0x7fab81fc4810, file "f.py", line 660> LOAD_CONST 'SIFT.detect.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST gaussian_scalespace GET_ITER CALL_FUNCTION STORE_FAST dog_scalespace LOAD_FAST self LOAD_METHOD _find_localize_evaluate LOAD_FAST dog_scalespace LOAD_FAST image LOAD_ATTR shape CALL_METHOD UNPACK_SEQUENCE STORE_FAST positions STORE_FAST scales STORE_FAST sigmas STORE_FAST octaves LOAD_FAST self LOAD_METHOD _compute_orientation LOAD_FAST positions LOAD_FAST scales LOAD_FAST sigmas LOAD_FAST octaves LOAD_FAST gaussian_scalespace CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR positions LOAD_METHOD round CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD LOAD_FAST self STORE_ATTR keypoints LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST layer LOAD_GLOBAL np LOAD_ATTR diff LOAD_FAST layer LOAD_CONST 2 LOAD_CONST ('axis',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _preprocess LOAD_FAST image CALL_METHOD STORE_FAST image LOAD_FAST self LOAD_METHOD _create_scalespace LOAD_FAST image CALL_METHOD STORE_FAST gaussian_scalespace LOAD_CONST <code object <listcomp> at 0x7fab81fc4e40, file "f.py", line 685> LOAD_CONST 'SIFT.extract.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST gaussian_scalespace GET_ITER CALL_FUNCTION STORE_FAST gradient_space LOAD_FAST self LOAD_METHOD _compute_descriptor LOAD_FAST gradient_space CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST octave LOAD_GLOBAL np LOAD_METHOD gradient LOAD_FAST octave CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _preprocess LOAD_FAST image CALL_METHOD STORE_FAST image LOAD_FAST self LOAD_METHOD _create_scalespace LOAD_FAST image CALL_METHOD STORE_FAST gaussian_scalespace LOAD_CONST <code object <listcomp> at 0x7fab81fc4270, file "f.py", line 702> LOAD_CONST 'SIFT.detect_and_extract.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST gaussian_scalespace GET_ITER CALL_FUNCTION STORE_FAST dog_scalespace LOAD_FAST self LOAD_METHOD _find_localize_evaluate LOAD_FAST dog_scalespace LOAD_FAST image LOAD_ATTR shape CALL_METHOD UNPACK_SEQUENCE STORE_FAST positions STORE_FAST scales STORE_FAST sigmas STORE_FAST octaves LOAD_FAST self LOAD_METHOD _compute_orientation LOAD_FAST positions LOAD_FAST scales LOAD_FAST sigmas LOAD_FAST octaves LOAD_FAST gaussian_scalespace CALL_METHOD STORE_FAST gradient_space LOAD_FAST self LOAD_METHOD _compute_descriptor LOAD_FAST gradient_space CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR positions LOAD_METHOD round CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD LOAD_FAST self STORE_ATTR keypoints LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST layer LOAD_GLOBAL np LOAD_ATTR diff LOAD_FAST layer LOAD_CONST 2 LOAD_CONST ('axis',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import math import numpy as np import scipy.ndimage as ndi from .._shared.utils import check_nD, _supported_float_type from ..feature.util import DescriptorExtractor, FeatureDetector from .._shared.filters import gaussian from ..transform import rescale from ..util import img_as_float from ._sift import _local_max, _ori_distances, _update_histogram def _edgeness(hxx, hyy, hxy): """Compute edgeness (eq. 18 of Otero et. al. IPOL paper)""" trace = hxx + hyy determinant = hxx * hyy - hxy * hxy return (trace * trace) / determinant def _sparse_gradient(vol, positions): """Gradient of a 3D volume at the provided `positions`. For SIFT we only need the gradient at specific positions and do not need the gradient at the edge positions, so can just use this simple implementation instead of numpy.gradient. """ p0 = positions[..., 0] p1 = positions[..., 1] p2 = positions[..., 2] g0 = vol[p0 + 1, p1, p2] - vol[p0 - 1, p1, p2] g0 *= 0.5 g1 = vol[p0, p1 + 1, p2] - vol[p0, p1 - 1, p2] g1 *= 0.5 g2 = vol[p0, p1, p2 + 1] - vol[p0, p1, p2 - 1] g2 *= 0.5 return g0, g1, g2 def _hessian(d, positions): """Compute the non-redundant 3D Hessian terms at the requested positions. Source: "Anatomy of the SIFT Method" p.380 (13) """ p0 = positions[..., 0] p1 = positions[..., 1] p2 = positions[..., 2] two_d0 = 2 * d[p0, p1, p2] h00 = d[p0 - 1, p1, p2] + d[p0 + 1, p1, p2] - two_d0 h11 = d[p0, p1 - 1, p2] + d[p0, p1 + 1, p2] - two_d0 h22 = d[p0, p1, p2 - 1] + d[p0, p1, p2 + 1] - two_d0 h01 = 0.25 * ( d[p0 + 1, p1 + 1, p2] - d[p0 - 1, p1 + 1, p2] - d[p0 + 1, p1 - 1, p2] + d[p0 - 1, p1 - 1, p2] ) h02 = 0.25 * ( d[p0 + 1, p1, p2 + 1] - d[p0 + 1, p1, p2 - 1] + d[p0 - 1, p1, p2 - 1] - d[p0 - 1, p1, p2 + 1] ) h12 = 0.25 * ( d[p0, p1 + 1, p2 + 1] - d[p0, p1 + 1, p2 - 1] + d[p0, p1 - 1, p2 - 1] - d[p0, p1 - 1, p2 + 1] ) return (h00, h11, h22, h01, h02, h12) def _offsets(grad, hess): """Compute position refinement offsets from gradient and Hessian. This is equivalent to np.linalg.solve(-H, J) where H is the Hessian matrix and J is the gradient (Jacobian). This analytical solution is adapted from (BSD-licensed) C code by Otero et. al (see SIFT docstring References). """ h00, h11, h22, h01, h02, h12 = hess g0, g1, g2 = grad det = h00 * h11 * h22 det -= h00 * h12 * h12 det -= h01 * h01 * h22 det += 2 * h01 * h02 * h12 det -= h02 * h02 * h11 aa = (h11 * h22 - h12 * h12) / det ab = (h02 * h12 - h01 * h22) / det ac = (h01 * h12 - h02 * h11) / det bb = (h00 * h22 - h02 * h02) / det bc = (h01 * h02 - h00 * h12) / det cc = (h00 * h11 - h01 * h01) / det offset0 = -aa * g0 - ab * g1 - ac * g2 offset1 = -ab * g0 - bb * g1 - bc * g2 offset2 = -ac * g0 - bc * g1 - cc * g2 return np.stack((offset0, offset1, offset2), axis=-1) class SIFT(FeatureDetector, DescriptorExtractor): """SIFT feature detection and descriptor extraction. Parameters ---------- upsampling : int, optional Prior to the feature detection the image is upscaled by a factor of 1 (no upscaling), 2 or 4. Method: Bi-cubic interpolation. n_octaves : int, optional Maximum number of octaves. With every octave the image size is halved and the sigma doubled. The number of octaves will be reduced as needed to keep at least 12 pixels along each dimension at the smallest scale. n_scales : int, optional Maximum number of scales in every octave. sigma_min : float, optional The blur level of the seed image. If upsampling is enabled sigma_min is scaled by factor 1/upsampling sigma_in : float, optional The assumed blur level of the input image. c_dog : float, optional Threshold to discard low contrast extrema in the DoG. It's final value is dependent on n_scales by the relation: final_c_dog = (2^(1/n_scales)-1) / (2^(1/3)-1) * c_dog c_edge : float, optional Threshold to discard extrema that lie in edges. If H is the Hessian of an extremum, its "edgeness" is described by tr(H)²/det(H). If the edgeness is higher than (c_edge + 1)²/c_edge, the extremum is discarded. n_bins : int, optional Number of bins in the histogram that describes the gradient orientations around keypoint. lambda_ori : float, optional The window used to find the reference orientation of a keypoint has a width of 6 * lambda_ori * sigma and is weighted by a standard deviation of 2 * lambda_ori * sigma. c_max : float, optional The threshold at which a secondary peak in the orientation histogram is accepted as orientation lambda_descr : float, optional The window used to define the descriptor of a keypoint has a width of 2 * lambda_descr * sigma * (n_hist+1)/n_hist and is weighted by a standard deviation of lambda_descr * sigma. n_hist : int, optional The window used to define the descriptor of a keypoint consists of n_hist * n_hist histograms. n_ori : int, optional The number of bins in the histograms of the descriptor patch. Attributes ---------- delta_min : float The sampling distance of the first octave. It's final value is 1/upsampling. float_dtype : type The datatype of the image. scalespace_sigmas : (n_octaves, n_scales + 3) array The sigma value of all scales in all octaves. keypoints : (N, 2) array Keypoint coordinates as ``(row, col)``. positions : (N, 2) array Subpixel-precision keypoint coordinates as ``(row, col)``. sigmas : (N, ) array The corresponding sigma (blur) value of a keypoint. scales : (N, ) array The corresponding scale of a keypoint. orientations : (N, ) array The orientations of the gradient around every keypoint. octaves : (N, ) array The corresponding octave of a keypoint. descriptors : (N, n_hist*n_hist*n_ori) array The descriptors of a keypoint. Notes ----- The SIFT algorithm was developed by David Lowe [1]_, [2]_ and later patented by the University of British Columbia. Since the patent expired in 2020 it's free to use. The implementation here closely follows the detailed description in [3]_, including use of the same default parameters. References ---------- .. [1] D.G. Lowe. "Object recognition from local scale-invariant features", Proceedings of the Seventh IEEE International Conference on Computer Vision, 1999, vol.2, pp. 1150-1157. :DOI:`10.1109/ICCV.1999.790410` .. [2] D.G. Lowe. "Distinctive Image Features from Scale-Invariant Keypoints", International Journal of Computer Vision, 2004, vol. 60, pp. 91–110. :DOI:`10.1023/B:VISI.0000029664.99615.94` .. [3] I. R. Otero and M. Delbracio. "Anatomy of the SIFT Method", Image Processing On Line, 4 (2014), pp. 370–396. :DOI:`10.5201/ipol.2014.82` Examples -------- >>> from skimage.feature import SIFT, match_descriptors >>> from skimage.data import camera >>> from skimage.transform import rotate >>> img1 = camera() >>> img2 = rotate(camera(), 90) >>> detector_extractor1 = SIFT() >>> detector_extractor2 = SIFT() >>> detector_extractor1.detect_and_extract(img1) >>> detector_extractor2.detect_and_extract(img2) >>> matches = match_descriptors(detector_extractor1.descriptors, ... detector_extractor2.descriptors, ... max_ratio=0.6) >>> matches[10:15] array([[ 10, 412], [ 11, 417], [ 12, 407], [ 13, 411], [ 14, 406]]) >>> detector_extractor1.keypoints[matches[10:15, 0]] array([[ 95, 214], [ 97, 211], [ 97, 218], [102, 215], [104, 218]]) >>> detector_extractor2.keypoints[matches[10:15, 1]] array([[297, 95], [301, 97], [294, 97], [297, 102], [293, 104]]) """ def __init__( self, upsampling=2, n_octaves=8, n_scales=3, sigma_min=1.6, sigma_in=0.5, c_dog=0.04 / 3, c_edge=10, n_bins=36, lambda_ori=1.5, c_max=0.8, lambda_descr=6, n_hist=4, n_ori=8, ): if upsampling in [1, 2, 4]: self.upsampling = upsampling else: raise ValueError("upsampling must be 1, 2 or 4") self.n_octaves = n_octaves self.n_scales = n_scales self.sigma_min = sigma_min / upsampling self.sigma_in = sigma_in self.c_dog = (2 ** (1 / n_scales) - 1) / (2 ** (1 / 3) - 1) * c_dog self.c_edge = c_edge self.n_bins = n_bins self.lambda_ori = lambda_ori self.c_max = c_max self.lambda_descr = lambda_descr self.n_hist = n_hist self.n_ori = n_ori self.delta_min = 1 / upsampling self.float_dtype = None self.scalespace_sigmas = None self.keypoints = None self.positions = None self.sigmas = None self.scales = None self.orientations = None self.octaves = None self.descriptors = None @property def deltas(self): """The sampling distances of all octaves""" deltas = self.delta_min * np.power( 2, np.arange(self.n_octaves), dtype=self.float_dtype ) return deltas def _set_number_of_octaves(self, image_shape): size_min = 12 # minimum size of last octave s0 = min(image_shape) * self.upsampling max_octaves = int(math.log2(s0 / size_min) + 1) if max_octaves < self.n_octaves: self.n_octaves = max_octaves def _create_scalespace(self, image): """Source: "Anatomy of the SIFT Method" Alg. 1 Construction of the scalespace by gradually blurring (scales) and downscaling (octaves) the image. """ scalespace = [] if self.upsampling > 1: image = rescale(image, self.upsampling, order=1) image = gaussian( image, self.upsampling * math.sqrt(self.sigma_min**2 - self.sigma_in**2), mode="reflect", ) tmp = np.power(2, np.arange(self.n_scales + 3) / self.n_scales) tmp *= self.sigma_min sigmas = self.deltas[:, np.newaxis] / self.deltas[0] * tmp[np.newaxis, :] self.scalespace_sigmas = sigmas var_diff = np.diff(sigmas * sigmas, axis=1) gaussian_sigmas = np.sqrt(var_diff) / self.deltas[:, np.newaxis] for o in range(self.n_octaves): octave = np.empty( (self.n_scales + 3,) + image.shape, dtype=self.float_dtype, order="C" ) octave[0] = image for s in range(1, self.n_scales + 3): gaussian( octave[s - 1], gaussian_sigmas[o, s - 1], mode="reflect", output=octave[s], ) scalespace.append(np.moveaxis(octave, 0, -1)) if o < self.n_octaves - 1: image = octave[self.n_scales][::2, ::2] return scalespace def _inrange(self, a, dim): return ( (a[:, 0] > 0) & (a[:, 0] < dim[0] - 1) & (a[:, 1] > 0) & (a[:, 1] < dim[1] - 1) ) def _find_localize_evaluate(self, dogspace, img_shape): """Source: "Anatomy of the SIFT Method" Alg. 4-9 1) first find all extrema of a (3, 3, 3) neighborhood 2) use second order Taylor development to refine the positions to sub-pixel precision 3) filter out extrema that have low contrast and lie on edges or close to the image borders """ extrema_pos = [] extrema_scales = [] extrema_sigmas = [] threshold = self.c_dog * 0.8 for o, (octave, delta) in enumerate(zip(dogspace, self.deltas)): keys = _local_max(np.ascontiguousarray(octave), threshold) if keys.size == 0: extrema_pos.append(np.empty((0, 2))) continue oshape = octave.shape refinement_iterations = 5 offset_max = 0.6 for i in range(refinement_iterations): if i > 0: keys = keys[self._inrange(keys, oshape), :] grad = _sparse_gradient(octave, keys) hess = _hessian(octave, keys) off = _offsets(grad, hess) if i == refinement_iterations - 1: break wrong_position_pos = np.logical_and( off > offset_max, keys + 1 < tuple([a - 1 for a in oshape]) ) wrong_position_neg = np.logical_and(off < -offset_max, keys - 1 > 0) if not np.any(np.logical_or(wrong_position_neg, wrong_position_pos)): break keys[wrong_position_pos] += 1 keys[wrong_position_neg] -= 1 finished = np.all(np.abs(off) < offset_max, axis=1) keys = keys[finished] off = off[finished] grad = [g[finished] for g in grad] vals = octave[keys[:, 0], keys[:, 1], keys[:, 2]] w = vals for i in range(3): w += 0.5 * grad[i] * off[:, i] h00, h11, h01 = hess[0][finished], hess[1][finished], hess[3][finished] sigmaratio = self.scalespace_sigmas[0, 1] / self.scalespace_sigmas[0, 0] contrast_threshold = self.c_dog contrast_filter = np.abs(w) > contrast_threshold edge_threshold = np.square(self.c_edge + 1) / self.c_edge edge_response = _edgeness( h00[contrast_filter], h11[contrast_filter], h01[contrast_filter] ) edge_filter = np.abs(edge_response) <= edge_threshold keys = keys[contrast_filter][edge_filter] off = off[contrast_filter][edge_filter] yx = ((keys[:, :2] + off[:, :2]) * delta).astype(self.float_dtype) sigmas = self.scalespace_sigmas[o, keys[:, 2]] * np.power( sigmaratio, off[:, 2] ) border_filter = np.all( np.logical_and( (yx - sigmas[:, np.newaxis]) > 0.0, (yx + sigmas[:, np.newaxis]) < img_shape, ), axis=1, ) extrema_pos.append(yx[border_filter]) extrema_scales.append(keys[border_filter, 2]) extrema_sigmas.append(sigmas[border_filter]) octave_indices = np.concatenate( [np.full(len(p), i) for i, p in enumerate(extrema_pos)] ) if len(octave_indices) == 0: raise RuntimeError( "SIFT found no features. Try passing in an image containing " "greater intensity contrasts between adjacent pixels." ) extrema_pos = np.concatenate(extrema_pos) extrema_scales = np.concatenate(extrema_scales) extrema_sigmas = np.concatenate(extrema_sigmas) return extrema_pos, extrema_scales, extrema_sigmas, octave_indices def _fit(self, h): """Refine the position of the peak by fitting it to a parabola""" return (h[0] - h[2]) / (2 * (h[0] + h[2] - 2 * h[1])) def _compute_orientation( self, positions_oct, scales_oct, sigmas_oct, octaves, gaussian_scalespace ): """Source: "Anatomy of the SIFT Method" Alg. 11 Calculates the orientation of the gradient around every keypoint """ gradient_space = [] keypoint_indices = [] keypoint_angles = [] keypoint_octave = [] orientations = np.zeros_like(sigmas_oct, dtype=self.float_dtype) key_count = 0 for o, (octave, delta) in enumerate(zip(gaussian_scalespace, self.deltas)): gradient_space.append(np.gradient(octave)) in_oct = octaves == o if not np.any(in_oct): continue positions = positions_oct[in_oct] scales = scales_oct[in_oct] sigmas = sigmas_oct[in_oct] oshape = octave.shape[:2] yx = positions / delta sigma = sigmas / delta radius = 3 * self.lambda_ori * sigma p_min = np.maximum(0, yx - radius[:, np.newaxis] + 0.5).astype(int) p_max = np.minimum( yx + radius[:, np.newaxis] + 0.5, (oshape[0] - 1, oshape[1] - 1) ).astype(int) hist = np.empty(self.n_bins, dtype=self.float_dtype) avg_kernel = np.full((3,), 1 / 3, dtype=self.float_dtype) for k in range(len(yx)): hist[:] = 0 r, c = np.meshgrid( np.arange(p_min[k, 0], p_max[k, 0] + 1), np.arange(p_min[k, 1], p_max[k, 1] + 1), indexing="ij", sparse=True, ) gradient_row = gradient_space[o][0][r, c, scales[k]] gradient_col = gradient_space[o][1][r, c, scales[k]] r = r.astype(self.float_dtype, copy=False) c = c.astype(self.float_dtype, copy=False) r -= yx[k, 0] c -= yx[k, 1] magnitude = np.sqrt(np.square(gradient_row) + np.square(gradient_col)) theta = np.mod(np.arctan2(gradient_col, gradient_row), 2 * np.pi) kernel = np.exp( np.divide(r * r + c * c, -2 * (self.lambda_ori * sigma[k]) ** 2) ) bins = np.floor( (theta / (2 * np.pi) * self.n_bins + 0.5) % self.n_bins ).astype(int) np.add.at(hist, bins, kernel * magnitude) hist = np.concatenate((hist[-6:], hist, hist[:6])) for _ in range(6): # number of smoothings hist = np.convolve(hist, avg_kernel, mode="same") hist = hist[6:-6] max_filter = ndi.maximum_filter(hist, [3], mode="wrap") maxima = np.nonzero( np.logical_and( hist >= (self.c_max * np.max(hist)), max_filter == hist ) ) for c, m in enumerate(maxima[0]): neigh = np.arange(m - 1, m + 2) % len(hist) ori = (m + self._fit(hist[neigh]) + 0.5) * 2 * np.pi / self.n_bins if ori > np.pi: ori -= 2 * np.pi if c == 0: orientations[key_count] = ori else: keypoint_indices.append(key_count) keypoint_angles.append(ori) keypoint_octave.append(o) key_count += 1 self.positions = np.concatenate( (positions_oct, positions_oct[keypoint_indices]) ) self.scales = np.concatenate((scales_oct, scales_oct[keypoint_indices])) self.sigmas = np.concatenate((sigmas_oct, sigmas_oct[keypoint_indices])) self.orientations = np.concatenate((orientations, keypoint_angles)) self.octaves = np.concatenate((octaves, keypoint_octave)) return gradient_space def _rotate(self, row, col, angle): c = math.cos(angle) s = math.sin(angle) rot_row = c * row + s * col rot_col = -s * row + c * col return rot_row, rot_col def _compute_descriptor(self, gradient_space): """Source: "Anatomy of the SIFT Method" Alg. 12 Calculates the descriptor for every keypoint """ n_key = len(self.scales) self.descriptors = np.empty( (n_key, self.n_hist**2 * self.n_ori), dtype=np.uint8 ) hists = np.arange(1, self.n_hist + 1, dtype=self.float_dtype) bins = np.arange(1, self.n_ori + 1, dtype=self.float_dtype) key_numbers = np.arange(n_key) for o, (gradient, delta) in enumerate(zip(gradient_space, self.deltas)): in_oct = self.octaves == o if not np.any(in_oct): continue positions = self.positions[in_oct] scales = self.scales[in_oct] sigmas = self.sigmas[in_oct] orientations = self.orientations[in_oct] numbers = key_numbers[in_oct] dim = gradient[0].shape[:2] center_pos = positions / delta sigma = sigmas / delta radius = self.lambda_descr * (1 + 1 / self.n_hist) * sigma radius_patch = math.sqrt(2) * radius p_min = np.asarray( np.maximum(0, center_pos - radius_patch[:, np.newaxis] + 0.5), dtype=int ) p_max = np.asarray( np.minimum( center_pos + radius_patch[:, np.newaxis] + 0.5, (dim[0] - 1, dim[1] - 1), ), dtype=int, ) for k in range(len(p_max)): rad_k = radius[k] ori = orientations[k] histograms = np.zeros( (self.n_hist, self.n_hist, self.n_ori), dtype=self.float_dtype ) r, c = np.meshgrid( np.arange(p_min[k, 0], p_max[k, 0]), np.arange(p_min[k, 1], p_max[k, 1]), indexing="ij", sparse=True, ) r_norm = np.subtract(r, center_pos[k, 0], dtype=self.float_dtype) c_norm = np.subtract(c, center_pos[k, 1], dtype=self.float_dtype) r_norm, c_norm = self._rotate(r_norm, c_norm, ori) inside = np.maximum(np.abs(r_norm), np.abs(c_norm)) < rad_k r_norm, c_norm = r_norm[inside], c_norm[inside] r_idx, c_idx = np.nonzero(inside) r = r[r_idx, 0] c = c[0, c_idx] gradient_row = gradient[0][r, c, scales[k]] gradient_col = gradient[1][r, c, scales[k]] theta = np.arctan2(gradient_col, gradient_row) - ori lam_sig = self.lambda_descr * sigma[k] kernel = np.exp( (r_norm * r_norm + c_norm * c_norm) / (-2 * lam_sig**2) ) magnitude = ( np.sqrt(gradient_row * gradient_row + gradient_col * gradient_col) * kernel ) lam_sig_ratio = 2 * lam_sig / self.n_hist rc_bins = (hists - (1 + self.n_hist) / 2) * lam_sig_ratio rc_bin_spacing = lam_sig_ratio ori_bins = (2 * np.pi * bins) / self.n_ori dist_r = np.abs(np.subtract.outer(rc_bins, r_norm)) dist_c = np.abs(np.subtract.outer(rc_bins, c_norm)) near_t, near_t_val = _ori_distances(ori_bins, theta) _update_histogram( histograms, near_t, near_t_val, magnitude, dist_r, dist_c, rc_bin_spacing, ) histograms = histograms.reshape(-1) histograms = np.minimum(histograms, 0.2 * np.linalg.norm(histograms)) descriptor = (512 * histograms) / np.linalg.norm(histograms) descriptor = np.minimum(np.floor(descriptor), 255) self.descriptors[numbers[k], :] = descriptor def _preprocess(self, image): check_nD(image, 2) image = img_as_float(image) self.float_dtype = _supported_float_type(image.dtype) image = image.astype(self.float_dtype, copy=False) self._set_number_of_octaves(image.shape) return image def detect(self, image): """Detect the keypoints. Parameters ---------- image : 2D array Input image. """ image = self._preprocess(image) gaussian_scalespace = self._create_scalespace(image) dog_scalespace = [np.diff(layer, axis=2) for layer in gaussian_scalespace] positions, scales, sigmas, octaves = self._find_localize_evaluate( dog_scalespace, image.shape ) self._compute_orientation( positions, scales, sigmas, octaves, gaussian_scalespace ) self.keypoints = self.positions.round().astype(int) def extract(self, image): """Extract the descriptors for all keypoints in the image. Parameters ---------- image : 2D array Input image. """ image = self._preprocess(image) gaussian_scalespace = self._create_scalespace(image) gradient_space = [np.gradient(octave) for octave in gaussian_scalespace] self._compute_descriptor(gradient_space) def detect_and_extract(self, image): """Detect the keypoints and extract their descriptors. Parameters ---------- image : 2D array Input image. """ image = self._preprocess(image) gaussian_scalespace = self._create_scalespace(image) dog_scalespace = [np.diff(layer, axis=2) for layer in gaussian_scalespace] positions, scales, sigmas, octaves = self._find_localize_evaluate( dog_scalespace, image.shape ) gradient_space = self._compute_orientation( positions, scales, sigmas, octaves, gaussian_scalespace ) self._compute_descriptor(gradient_space) self.keypoints = self.positions.round().astype(int)
data/scikit_image-0.22.0/skimage/feature/sift.py
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LOAD_CONST '\nEthtool parsers\n===============\n\nClasses to parse ``ethtool`` command information.\n\nThe interface information for a machine is stored as lists. Each interface\nis accessed by iterating through the shared parser list.\n\nThe interface classes all provide the following properties:\n\n* ``iface`` and ``ifname``: the interface name (derived from the output file).\n* ``data``: the data for that interface\n\nParsers provided by this module include:\n\nCoalescingInfo - command ``/sbin/ethtool -c {interface}``\n---------------------------------------------------------\n\nDriver - command ``/sbin/ethtool -i {interface}``\n-------------------------------------------------\n\nEthtool - command ``/sbin/ethtool {interface}``\n-----------------------------------------------\n\nFeatures - command ``/sbin/ethtool -k {interface}``\n---------------------------------------------------\n\nPause - command ``/sbin/ethtool -a {interface}``\n------------------------------------------------\n\nRing - command ``/sbin/ethtool -g {interface}``\n-----------------------------------------------\n\nStatistics - command ``/sbin/ethtool -S {interface}``\n-----------------------------------------------------\n\nTimeStamp - command ``/sbin/ethtool -T {interface}``\n----------------------------------------------------\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('namedtuple',) IMPORT_NAME collections IMPORT_FROM namedtuple STORE_NAME namedtuple POP_TOP LOAD_CONST 0 LOAD_CONST ('CommandParser', 'LegacyItemAccess') IMPORT_NAME insights.core IMPORT_FROM CommandParser STORE_NAME CommandParser IMPORT_FROM LegacyItemAccess STORE_NAME LegacyItemAccess POP_TOP LOAD_CONST 0 LOAD_CONST ('ParseException',) IMPORT_NAME insights.core.exceptions IMPORT_FROM ParseException STORE_NAME ParseException POP_TOP LOAD_CONST 0 LOAD_CONST ('parser',) IMPORT_NAME insights.core.plugins IMPORT_FROM parser STORE_NAME parser POP_TOP LOAD_CONST 0 LOAD_CONST ('Specs',) IMPORT_NAME insights.specs IMPORT_FROM Specs STORE_NAME Specs POP_TOP LOAD_NAME sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME str STORE_NAME unicode LOAD_CONST <code object extract_iface_name_from_path at 0x7fab8026c810, file "f.py", line 57> LOAD_CONST 'extract_iface_name_from_path' MAKE_FUNCTION STORE_NAME extract_iface_name_from_path LOAD_CONST <code object extract_iface_name_from_content at 0x7fab8026c9c0, file "f.py", line 84> LOAD_CONST 'extract_iface_name_from_content' MAKE_FUNCTION STORE_NAME extract_iface_name_from_content LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_i CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Driver at 0x7fab8026c540, file "f.py", line 93> LOAD_CONST 'Driver' MAKE_FUNCTION LOAD_CONST 'Driver' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Driver LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_k CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Features at 0x7fab8026c930, file "f.py", line 187> LOAD_CONST 'Features' MAKE_FUNCTION LOAD_CONST 'Features' LOAD_NAME LegacyItemAccess LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Features LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_a CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Pause at 0x7fab821c5540, file "f.py", line 303> LOAD_CONST 'Pause' MAKE_FUNCTION LOAD_CONST 'Pause' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Pause LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_c CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object CoalescingInfo at 0x7fab821c5030, file "f.py", line 392> LOAD_CONST 'CoalescingInfo' MAKE_FUNCTION LOAD_CONST 'CoalescingInfo' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME CoalescingInfo LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_g CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Ring at 0x7fab821c5db0, file "f.py", line 504> LOAD_CONST 'Ring' MAKE_FUNCTION LOAD_CONST 'Ring' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Ring LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_S CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Statistics at 0x7fab703ef8a0, file "f.py", line 608> LOAD_CONST 'Statistics' MAKE_FUNCTION LOAD_CONST 'Statistics' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Statistics LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool_T CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object TimeStamp at 0x7fab703efc00, file "f.py", line 700> LOAD_CONST 'TimeStamp' MAKE_FUNCTION LOAD_CONST 'TimeStamp' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME TimeStamp LOAD_NAME parser LOAD_NAME Specs LOAD_ATTR ethtool CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Ethtool at 0x7fab703ef0c0, file "f.py", line 775> LOAD_CONST 'Ethtool' MAKE_FUNCTION LOAD_CONST 'Ethtool' LOAD_NAME CommandParser CALL_FUNCTION CALL_FUNCTION STORE_NAME Ethtool LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_FAST path COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST path CALL_METHOD LOAD_METHOD split LOAD_CONST '_' LOAD_CONST 2 CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST ifname LOAD_CONST '.' LOAD_FAST ifname COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'macvtap' LOAD_FAST ifname COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'macvlan' LOAD_FAST ifname COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST ifname LOAD_METHOD replace LOAD_CONST '_' LOAD_CONST '@' CALL_METHOD STORE_FAST ifname LOAD_FAST ifname RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST content LOAD_METHOD split LOAD_CONST ' ' LOAD_CONST 3 CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Driver' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -i`` command.\n\n All the ``ethtool -i`` outputs are stored as a list, in no particular\n order.\n\n Each driver is stored as a dictionary in the ``data`` property. If the\n key starts with 'supports', then the value is a boolean test of whether\n the string is 'yes'. If the value is not given on the string (e.g.\n 'bus-info:'), the value is set to None.\n\n All data is also set as attributes of the object with the attribute name\n being the key name with hyphens replaced with underscores.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n driver (str): The driver providing the interface.\n version (str): The version of the interface driver.\n firmware_version (str): The firmware version of the interface.\n supports_statistics (bool): Does the interface support statistics\n gathering?\n supports_test (bool): Does the interface support internal self-tests?\n supports_eeprom_access (bool): Does the interface support access to\n the EEPROM?\n supports_register_dump (bool): Does the interface support dumping the\n internal registers?\n supports_priv_flags (bool): Does the interface support use of\n privileged flags?\n\n Sample input for ``/sbin/ethtool -i bond0``::\n\n driver: bonding\n version: 3.6.0\n firmware-version: 2\n bus-info:\n supports-statistics: no\n supports-test: no\n supports-eeprom-access: no\n supports-register-dump: no\n supports-priv-flags: no\n\n Examples::\n >>> len(interfaces) # All interfaces in a list\n 1\n >>> type(interfaces[0])\n <class 'insights.parsers.ethtool.Driver'>\n >>> bond0 = interfaces[0] # Would normally iterate through interfaces\n >>> bond0.iface\n 'bond0'\n >>> bond0.ifname\n 'bond0'\n >>> bond0.data['driver'] # Old-style access\n 'bonding'\n >>> bond0.driver # New-style access\n 'bonding'\n >>> hasattr(bond0, 'bus_info')\n True\n >>> bond0.bus_info is None\n True\n >>> bond0.supports_statistics\n False\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab8026c8a0, file "f.py", line 159> LOAD_CONST 'Driver.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST <code object parse_content at 0x7fab8026c390, file "f.py", line 164> LOAD_CONST 'Driver.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-i_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_CONST None LOAD_FAST self STORE_ATTR driver LOAD_CONST None LOAD_FAST self STORE_ATTR version LOAD_CONST None LOAD_FAST self STORE_ATTR firmware_version LOAD_CONST None LOAD_FAST self STORE_ATTR bus_info LOAD_CONST None LOAD_FAST self STORE_ATTR supports_statistics LOAD_CONST None LOAD_FAST self STORE_ATTR supports_test LOAD_CONST None LOAD_FAST self STORE_ATTR supports_eeprom_access LOAD_CONST None LOAD_FAST self STORE_ATTR supports_register_dump LOAD_CONST None LOAD_FAST self STORE_ATTR supports_priv_flags SETUP_LOOP to 182 LOAD_FAST content GET_ITER FOR_ITER to 180 STORE_FAST line LOAD_CONST ':' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab8026c5d0, file "f.py", line 179> LOAD_CONST 'Driver.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value POP_JUMP_IF_FALSE LOAD_FAST value JUMP_FORWARD to 128 LOAD_CONST None STORE_FAST value LOAD_FAST key LOAD_METHOD startswith LOAD_CONST 'supports' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST 'yes' COMPARE_OP == STORE_FAST value LOAD_FAST value LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR LOAD_GLOBAL setattr LOAD_FAST self LOAD_FAST key LOAD_METHOD replace LOAD_CONST '-' LOAD_CONST '_' CALL_METHOD LOAD_FAST value CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Features' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -k`` command.\n\n Features are stored as a flat set of key: value pairs, with no hierarchy\n that the indentation of the input might imply. This means, that the\n output below will provide data for 'tx-checksumming' and\n 'tx-checksum-ipv4'.\n\n Each key stores a two-key dictionary:\n\n * 'on' (boolean) - whether the value (before any '[fixed]') is 'on'.\n * 'fixed' (boolean) - whether the value contains 'fixed'.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n\n Sample input for ``/sbin/ethtool -k bond0``::\n\n Features for bond0:\n rx-checksumming: off [fixed]\n tx-checksumming: on\n tx-checksum-ipv4: off [fixed]\n tx-checksum-unneeded: on [fixed]\n tx-checksum-ip-generic: off [fixed]\n tx-checksum-ipv6: off [fixed]\n tx-checksum-fcoe-crc: off [fixed]\n tx-checksum-sctp: off [fixed]\n scatter-gather: on\n tx-scatter-gather: on [fixed]\n tx-scatter-gather-fraglist: off [fixed]\n tcp-segmentation-offload: on\n tx-tcp-segmentation: on [fixed]\n tx-tcp-ecn-segmentation: on [fixed]\n tx-tcp6-segmentation: on [fixed]\n udp-fragmentation-offload: off [fixed]\n generic-segmentation-offload: off [requested on]\n generic-receive-offload: on\n large-receive-offload: on\n rx-vlan-offload: on\n tx-vlan-offload: on\n ntuple-filters: off\n receive-hashing: off\n highdma: on [fixed]\n rx-vlan-filter: on [fixed]\n vlan-challenged: off [fixed]\n tx-lockless: on [fixed]\n netns-local: off [fixed]\n tx-gso-robust: off [fixed]\n tx-fcoe-segmentation: off [fixed]\n tx-gre-segmentation: on [fixed]\n tx-udp_tnl-segmentation: on [fixed]\n fcoe-mtu: off [fixed]\n loopback: off [fixed]\n\n Examples:\n\n >>> len(features) # All interfaces in a list\n 1\n >>> type(features[0])\n <class 'insights.parsers.ethtool.Features'>\n >>> bond0 = features[0] # Would normally iterate through interfaces\n >>> bond0.iface\n 'bond0'\n >>> bond0.ifname\n 'bond0'\n >>> bond0.data['rx-vlan-offload']['on'] # Traditional access\n True\n >>> bond0.data['rx-vlan-offload']['fixed']\n False\n >>> bond0.data['tx-checksum-sctp']['on']\n False\n >>> bond0.data['tx-checksum-sctp']['fixed']\n True\n >>> bond0.is_on('ntuple-filters')\n False\n >>> bond0.is_on('large-receive-offload')\n True\n >>> bond0.is_fixed('receive-hashing')\n False\n >>> bond0.is_fixed('fcoe-mtu')\n True\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab8026c660, file "f.py", line 273> LOAD_CONST 'Features.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST <code object is_on at 0x7fab8026cb70, file "f.py", line 278> LOAD_CONST 'Features.is_on' MAKE_FUNCTION STORE_NAME is_on LOAD_CONST <code object is_fixed at 0x7fab8026cdb0, file "f.py", line 282> LOAD_CONST 'Features.is_fixed' MAKE_FUNCTION STORE_NAME is_fixed LOAD_CONST <code object parse_content at 0x7fab8026c300, file "f.py", line 286> LOAD_CONST 'Features.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE LOAD_FAST self LOAD_METHOD get LOAD_FAST feature BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'on' LOAD_CONST False CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get LOAD_FAST feature BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'fixed' LOAD_CONST False CALL_METHOD RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-k_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST 'ethtool' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Cannot get' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 164 LOAD_FAST content LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 162 STORE_FAST line LOAD_CONST ':' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab8026cc00, file "f.py", line 296> LOAD_CONST 'Features.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD strip CALL_METHOD LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_CONST 'fixed' LOAD_FAST value COMPARE_OP in STORE_FAST fixed LOAD_FAST fixed POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD split CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST 'on' COMPARE_OP == LOAD_FAST fixed LOAD_CONST ('on', 'fixed') BUILD_CONST_KEY_MAP LOAD_FAST self LOAD_ATTR data LOAD_FAST key LOAD_METHOD strip CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Pause' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -a`` command.\n\n Each parameter in the input is stored as a key in a dictionary, with the\n value being whether the found string equals 'on'.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n autonegotiate (bool): Is autonegotiate present and set to 'on'?\n rx (bool): Is receive pausing present and set to 'on'?\n tx (bool): Is transmit pausing present and set to 'on'?\n rx_negotiated (bool): Is receive pause autonegotiate present and set to 'on'?\n tx_negotiated (bool): Is transmit pause autonegotiate present and set to 'on'?\n\n Sample input from ``/sbin/ethtool -a 0``::\n\n Pause parameters for eth0:\n Autonegotiate: on\n RX: on\n TX: on\n RX negotiated: off\n TX negotiated: off\n\n Examples:\n >>> len(pause) # All interfaces in a list\n 1\n >>> type(pause[0])\n <class 'insights.parsers.ethtool.Pause'>\n >>> eth0 = pause[0] # Would normally iterate through interfaces\n >>> eth0.iface\n 'eth0'\n >>> eth0.ifname\n 'eth0'\n >>> eth0.data['RX'] # Old-style accessor\n True\n >>> eth0.autonegotiate # New-style accessor\n True\n >>> eth0.rx_negotiated\n False\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab8026c6f0, file "f.py", line 347> LOAD_CONST 'Pause.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_NAME property LOAD_CONST <code object autonegotiate at 0x7fab8026c0c0, file "f.py", line 351> LOAD_CONST 'Pause.autonegotiate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME autonegotiate LOAD_NAME property LOAD_CONST <code object rx at 0x7fab8026c030, file "f.py", line 355> LOAD_CONST 'Pause.rx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rx LOAD_NAME property LOAD_CONST <code object tx at 0x7fab821c5e40, file "f.py", line 359> LOAD_CONST 'Pause.tx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tx LOAD_NAME property LOAD_CONST <code object rx_negotiated at 0x7fab821c55d0, file "f.py", line 363> LOAD_CONST 'Pause.rx_negotiated' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rx_negotiated LOAD_NAME property LOAD_CONST <code object tx_negotiated at 0x7fab821c58a0, file "f.py", line 367> LOAD_CONST 'Pause.tx_negotiated' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tx_negotiated LOAD_CONST <code object parse_content at 0x7fab821c59c0, file "f.py", line 371> LOAD_CONST 'Pause.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'Autonegotiate' LOAD_CONST False CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'RX' LOAD_CONST False CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'TX' LOAD_CONST False CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'RX Autonegotiate' LOAD_CONST False CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'TX Autonegotiate' LOAD_CONST False CALL_METHOD RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-a_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST 'ethtool' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Cannot get' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 122 LOAD_FAST content LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 120 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab821c5930, file "f.py", line 388> LOAD_CONST 'Pause.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value LOAD_CONST 'on' COMPARE_OP == LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CoalescingInfo' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -c`` command.\n\n The parsing is fairly similar to other ``ethtool`` parsers - the\n interface name is available as the ``ifname`` and ``iface`` properties,\n and the data about the coalescing information is stored in the ``data``\n property as a dictionary. The one difference is the 'Adaptive RX' data,\n which is stored as two keys - 'adaptive-rx' and 'adaptive-tx', for RX\n and TX respectively. Both these return a boolean for whether the\n respective state equals 'on'.\n\n Otherwise, all values are made available as keys in the ``data``\n dictionary, and as properties with the hyphen transmuted to an underscore\n - e.g. ``obj.data['tx-usecs']`` is available as ``obj.tx_usecs``.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n\n Sample input for ``/sbin/ethtool -c eth0``::\n\n Coalesce parameters for eth0:\n Adaptive RX: off TX: off\n stats-block-usecs: 0\n sample-interval: 0\n pkt-rate-low: 0\n pkt-rate-high: 0\n\n rx-usecs: 20\n rx-frames: 5\n rx-usecs-irq: 0\n rx-frames-irq: 5\n\n tx-usecs: 72\n tx-frames: 53\n tx-usecs-irq: 0\n tx-frames-irq: 5\n\n rx-usecs-low: 0\n rx-frame-low: 0\n tx-usecs-low: 0\n tx-frame-low: 0\n\n rx-usecs-high: 0\n rx-frame-high: 0\n tx-usecs-high: 0\n tx-frame-high: 0\n\n Examples:\n >>> len(coalesce) # All interfaces in a list\n 1\n >>> type(coalesce[0])\n <class 'insights.parsers.ethtool.CoalescingInfo'>\n >>> eth0 = coalesce[0] # Would normally iterate through interfaces\n >>> eth0.iface\n 'eth0'\n >>> eth0.ifname\n 'eth0'\n >>> eth0.data['adaptive-rx'] # Old-style accessor\n False\n >>> eth0.adaptive_rx # New-style accessor\n False\n >>> eth0.rx_usecs # Note integer value\n 20\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab821c56f0, file "f.py", line 460> LOAD_CONST 'CoalescingInfo.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST <code object parse_content at 0x7fab821c5c00, file "f.py", line 465> LOAD_CONST 'CoalescingInfo.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE LOAD_GLOBAL list LOAD_FAST content CALL_FUNCTION STORE_FAST content BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-c_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST 'ethtool' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Cannot get' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL extract_iface_name_from_content LOAD_FAST content LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST None RETURN_VALUE LOAD_GLOBAL extract_iface_name_from_content LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_GLOBAL len LOAD_FAST content CALL_FUNCTION LOAD_CONST 1 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL ParseException LOAD_CONST 'Command output missing value data' CALL_FUNCTION RAISE_VARARGS LOAD_FAST content LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD split LOAD_CONST ' ' CALL_METHOD STORE_FAST second_line_content LOAD_FAST second_line_content LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'on' COMPARE_OP == LOAD_FAST self LOAD_ATTR data LOAD_CONST 'adaptive-rx' STORE_SUBSCR LOAD_FAST second_line_content LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'on' COMPARE_OP == LOAD_FAST self STORE_ATTR adaptive_rx LOAD_FAST second_line_content LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST 'on' COMPARE_OP == LOAD_FAST self LOAD_ATTR data LOAD_CONST 'adaptive-tx' STORE_SUBSCR LOAD_FAST second_line_content LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST 'on' COMPARE_OP == LOAD_FAST self STORE_ATTR adaptive_tx SETUP_LOOP to 292 LOAD_FAST content LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 290 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab821c5270, file "f.py", line 497> LOAD_CONST 'CoalescingInfo.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL unicode LOAD_FAST value CALL_FUNCTION LOAD_METHOD isnumeric CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_FAST value LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR LOAD_GLOBAL setattr LOAD_FAST self LOAD_FAST key LOAD_METHOD replace LOAD_CONST '-' LOAD_CONST '_' CALL_METHOD LOAD_FAST value CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Ring' STORE_NAME __qualname__ LOAD_CONST '\n Parse information for the ``ethtool -g`` command.\n\n In addition to the standard ``iface`` and ``ifname`` parameters, as well\n as being available in the ``data`` property, the interface statistics\n are accessed using two parameters: ``max`` and ``current``.\n Within each the interface settings are available as four parameters -\n ``rx``, ``rx_mini``, ``rx_jumbo`` and ``tx``.\n\n All the Ring parameter values are parsed into ``int`` type. For non-integer\n parameter values, "n/a" will be convered to `-1` and other cases will be\n coverted to `-2` for compatibility.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n max (dict): Dictonary of maximum ring buffer settings.\n current (dict): Dictionary of current ring buffer settings.\n\n Sample input for ``/sbin/ethtool -g eth0``::\n\n Ring parameters for eth0:\n Pre-set maximums:\n RX: 2047\n RX Mini: 0\n RX Jumbo: 0\n TX: 511\n Current hardware settings:\n RX: 200\n RX Mini: 0\n RX Jumbo: 0\n TX: 511\n\n\n Examples:\n >>> len(ring) # All interfaces in a list\n 1\n >>> type(ring[0])\n <class \'insights.parsers.ethtool.Ring\'>\n >>> eth0 = ring[0] # Would normally iterate through interfaces\n >>> eth0.iface\n \'eth0\'\n >>> eth0.ifname\n \'eth0\'\n >>> eth0.data[\'max\'].rx # Old-style access\n 2047\n >>> eth0.max.rx # New-style access\n 2047\n\n ' STORE_NAME __doc__ LOAD_NAME namedtuple LOAD_CONST 'Parameters' LOAD_CONST 'rx' LOAD_CONST 'rx_mini' LOAD_CONST 'rx_jumbo' LOAD_CONST 'tx' BUILD_LIST CALL_FUNCTION STORE_NAME Parameters LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab821c5ed0, file "f.py", line 559> LOAD_CONST 'Ring.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST <code object parse_content at 0x7fab821c51e0, file "f.py", line 566> LOAD_CONST 'Ring.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE BUILD_MAP LOAD_DEREF self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_DEREF self LOAD_ATTR file_path LOAD_CONST 'ethtool_-g_' CALL_FUNCTION LOAD_DEREF self STORE_ATTR iface LOAD_CONST None DUP_TOP LOAD_DEREF self STORE_ATTR max LOAD_DEREF self STORE_ATTR current LOAD_CONST 'ethtool' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Cannot get' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL extract_iface_name_from_content LOAD_FAST content LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_DEREF self STORE_ATTR iface LOAD_CONST None RETURN_VALUE LOAD_GLOBAL extract_iface_name_from_content LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_DEREF self STORE_ATTR iface LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object set_section at 0x7fab821c5a50, file "f.py", line 582> LOAD_CONST 'Ring.parse_content.<locals>.set_section' MAKE_FUNCTION STORE_FAST set_section LOAD_CONST None STORE_FAST section LOAD_CONST 'max' LOAD_CONST 'current' LOAD_CONST ('Pre-set maximums:', 'Current hardware settings:') BUILD_CONST_KEY_MAP STORE_FAST sections BUILD_MAP STORE_FAST section_data SETUP_LOOP to 266 LOAD_FAST content LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 264 STORE_FAST line LOAD_FAST line LOAD_FAST sections COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST set_section LOAD_FAST section LOAD_FAST section_data CALL_FUNCTION POP_TOP LOAD_FAST sections LOAD_FAST line BINARY_SUBSCR STORE_FAST section BUILD_MAP STORE_FAST section_data JUMP_ABSOLUTE LOAD_CONST ':' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST <code object <genexpr> at 0x7fab821c5420, file "f.py", line 597> LOAD_CONST 'Ring.parse_content.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL unicode LOAD_FAST value CALL_FUNCTION LOAD_METHOD isnumeric CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST value CALL_FUNCTION JUMP_FORWARD to 240 LOAD_FAST value LOAD_CONST 'n/a' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST -1 JUMP_FORWARD to 240 LOAD_CONST -2 STORE_FAST parsed_value LOAD_FAST parsed_value LOAD_FAST section_data LOAD_FAST key LOAD_METHOD replace LOAD_CONST ' ' LOAD_CONST '_' CALL_METHOD LOAD_METHOD lower CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST set_section LOAD_FAST section LOAD_FAST section_data CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST section POP_JUMP_IF_FALSE LOAD_GLOBAL Ring LOAD_ATTR Parameters BUILD_TUPLE LOAD_FAST section_data CALL_FUNCTION STORE_FAST ringdata LOAD_GLOBAL setattr LOAD_DEREF self LOAD_FAST section LOAD_FAST ringdata CALL_FUNCTION POP_TOP LOAD_FAST ringdata LOAD_DEREF self LOAD_ATTR data LOAD_FAST section STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_METHOD strip CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Statistics' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -S`` command.\n\n All values are made available as keys in the ``data`` dictionary, and as\n properties - e.g. ``obj.data['rx_jabbers']`` is available as\n ``obj.rx_jabbers``.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n\n Sample partial input for ``/sbin/ethtool -S eth0``::\n\n NIC statistics:\n rx_octets: 808488730\n rx_fragments: 0\n rx_ucast_packets: 1510830\n rx_mcast_packets: 678653\n rx_bcast_packets: 9921\n rx_fcs_errors: 0\n rx_align_errors: 0\n rx_xon_pause_rcvd: 0\n rx_xoff_pause_rcvd: 0\n rx_mac_ctrl_rcvd: 0\n rx_xoff_entered: 0\n rx_frame_too_long_errors: 0\n rx_jabbers: 0\n\n Examples:\n >>> len(stats) # All interfaces in a list\n 1\n >>> type(stats[0])\n <class 'insights.parsers.ethtool.Statistics'>\n >>> eth0 = stats[0] # Would normally iterate through interfaces\n >>> eth0.iface\n 'eth0'\n >>> eth0.ifname\n 'eth0'\n >>> eth0.data['rx_octets'] # Data as integers\n 808488730\n >>> eth0.data['rx_fcs_errors']\n 0\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab821c5300, file "f.py", line 654> LOAD_CONST 'Statistics.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST (0,) LOAD_CONST <code object search at 0x7fab703efdb0, file "f.py", line 661> LOAD_CONST 'Statistics.search' MAKE_FUNCTION STORE_NAME search LOAD_CONST <code object parse_content at 0x7fab703efb70, file "f.py", line 680> LOAD_CONST 'Statistics.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE BUILD_MAP STORE_FAST results SETUP_LOOP to 50 LOAD_FAST self LOAD_ATTR data LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 48 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL re LOAD_METHOD search LOAD_FAST pattern LOAD_FAST k LOAD_FAST flags CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST results LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST results RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-S_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST 'NIC statistics:' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 132 LOAD_FAST content LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 130 STORE_FAST line LOAD_CONST ':' LOAD_FAST line COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST line LOAD_METHOD rfind LOAD_CONST ':' CALL_METHOD STORE_FAST i LOAD_FAST line LOAD_CONST None LOAD_FAST i BUILD_SLICE BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST key LOAD_FAST line LOAD_FAST i LOAD_CONST 2 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST value LOAD_GLOBAL int LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_FAST value LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimeStamp' STORE_NAME __qualname__ LOAD_CONST "\n Parse information for the ``ethtool -T`` command.\n\n Each parameter in the input is stored as a key in a dictionary.\n\n Attributes:\n data (dict): Dictionary of keys with values.\n\n Raises:\n ParseException: Raised when any problem parsing the command output.\n\n Sample partial input for ``/sbin/ethtool -T eno1``::\n\n Time stamping parameters for eno1:\n\n Capabilities:\n hardware-transmit (SOF_TIMESTAMPING_TX_HARDWARE)\n software-transmit (SOF_TIMESTAMPING_TX_SOFTWARE)\n hardware-receive (SOF_TIMESTAMPING_RX_HARDWARE)\n software-receive (SOF_TIMESTAMPING_RX_SOFTWARE)\n software-system-clock (SOF_TIMESTAMPING_SOFTWARE)\n hardware-raw-clock (SOF_TIMESTAMPING_RAW_HARDWARE)\n PTP Hardware Clock: 0\n Hardware Transmit Timestamp Modes:\n off (HWTSTAMP_TX_OFF)\n on (HWTSTAMP_TX_ON)\n Hardware Receive Filter Modes:\n none (HWTSTAMP_FILTER_NONE)\n all (HWTSTAMP_FILTER_ALL)\n\n Examples:\n >>> len(timestamp)\n 1\n >>> type(timestamp[0])\n <class 'insights.parsers.ethtool.TimeStamp'>\n >>> eno1 = timestamp[0] # Would normally iterate through interfaces\n >>> eno1.ifname\n 'eno1'\n >>> eno1.data['Capabilities']['hardware-transmit']\n 'SOF_TIMESTAMPING_TX_HARDWARE'\n >>> eno1.data['Capabilities']['hardware-raw-clock']\n 'SOF_TIMESTAMPING_RAW_HARDWARE'\n >>> eno1.data['PTP Hardware Clock']\n '0'\n >>> eno1.data['Hardware Transmit Timestamp Modes']['off']\n 'HWTSTAMP_TX_OFF'\n >>> eno1.data['Hardware Receive Filter Modes']['all']\n 'HWTSTAMP_FILTER_ALL'\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab703ef660, file "f.py", line 752> LOAD_CONST 'TimeStamp.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_CONST <code object parse_content at 0x7fab703ef6f0, file "f.py", line 757> LOAD_CONST 'TimeStamp.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_GLOBAL extract_iface_name_from_path LOAD_FAST self LOAD_ATTR file_path LOAD_CONST 'ethtool_-T_' CALL_FUNCTION LOAD_FAST self STORE_ATTR iface LOAD_CONST None STORE_FAST group SETUP_LOOP to 184 LOAD_FAST content LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 182 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD STORE_FAST line LOAD_CONST ':' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab703ef4b0, file "f.py", line 765> LOAD_CONST 'TimeStamp.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST val BUILD_MAP STORE_FAST group LOAD_FAST val POP_JUMP_IF_FALSE LOAD_FAST val JUMP_FORWARD to 98 LOAD_FAST group LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST line LOAD_METHOD endswith LOAD_CONST ')' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST group LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab703ef810, file "f.py", line 769> LOAD_CONST 'TimeStamp.parse_content.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split LOAD_CONST None LOAD_CONST 1 CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST val LOAD_METHOD strip LOAD_CONST '()' CALL_METHOD LOAD_FAST group LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST line POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST group LOAD_FAST line STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_FAST i LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_FAST i LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Ethtool' STORE_NAME __qualname__ LOAD_CONST "\n Parses output of ``ethtool`` command.\n\n Raises:\n ParseException: Raised when any problem parsing the command output.\n\n Attributes:\n data (dict): Dictionary of keys with values in a list.\n iface (str): Interface name.\n supported_link_modes (list): A list of the 'Supported link modes'\n values, split into individual words.\n available_link_modes (list): A list of the 'Available link modes'\n values, split into individual words.\n supported_ports (list): A list of the 'Supported ports' values,\n split into individual words.\n\n Sample input::\n\n Settings for eth0:\n Supported ports: [ TP MII ]\n Supported link modes: 10baseT/Half 10baseT/Full\n 100baseT/Half 100baseT/Full\n Supported pause frame use: No\n Supports auto-negotiation: Yes\n Advertised link modes: 10baseT/Half 10baseT/Full\n 100baseT/Half 100baseT/Full\n Advertised pause frame use: Symmetric\n Advertised auto-negotiation: Yes\n Link partner advertised link modes: 10baseT/Half 10baseT/Full\n 100baseT/Half 100baseT/Full\n Link partner advertised pause frame use: Symmetric\n Link partner advertised auto-negotiation: No\n Speed: 100Mb/s\n Duplex: Full\n Port: MII\n PHYAD: 32\n Transceiver: internal\n Auto-negotiation: on\n Cannot get wake-on-lan settings: Operation not permitted\n Current message level: 0x00000007 (7)\n drv probe link\n Cannot get link status: Operation not permitted\n\n For historic reasons, values drawn from the data are stored as lists,\n with each item being the value on one line.\n\n Examples:\n >>> len(ethers) # All interfaces in a list\n 1\n >>> type(ethers[0])\n <class 'insights.parsers.ethtool.Ethtool'>\n >>> ethinfo = ethers[0] # Would normally iterate through interfaces\n >>> ethinfo.ifname\n 'eth0'\n >>> ethinfo.speed\n ['100Mb/s']\n >>> ethinfo.link_detected\n False\n >>> 'Cannot get link status' in ethinfo.data\n True\n >>> ethinfo.data['Cannot get link status'] # Dictionary for all data\n ['Operation not permitted']\n >>> ethinfo.data['Supported pause frame use']\n ['No']\n >>> ethinfo.data['PHYAD'] # Values as lists of strings for historic reasons\n ['32']\n >>> ethinfo.supported_link_modes # This is collected across multiple lines and split\n ['10baseT/Half', '10baseT/Full', '100baseT/Half', '100baseT/Full']\n >>> ethinfo.advertised_link_modes\n ['10baseT/Half', '10baseT/Full', '100baseT/Half', '100baseT/Full']\n >>> ethinfo.supported_ports # This is converted to a list of strings\n ['TP', 'MII']\n " STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object ifname at 0x7fab703ef300, file "f.py", line 851> LOAD_CONST 'Ethtool.ifname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ifname LOAD_NAME property LOAD_CONST <code object speed at 0x7fab703ef030, file "f.py", line 856> LOAD_CONST 'Ethtool.speed' MAKE_FUNCTION CALL_FUNCTION STORE_NAME speed LOAD_NAME property LOAD_CONST <code object link_detected at 0x7fab703ef780, file "f.py", line 861> LOAD_CONST 'Ethtool.link_detected' MAKE_FUNCTION CALL_FUNCTION STORE_NAME link_detected LOAD_CONST <code object parse_content at 0x7fab703ef150, file "f.py", line 866> LOAD_CONST 'Ethtool.parse_content' MAKE_FUNCTION STORE_NAME parse_content LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR iface RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'Speed' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_CONST 'Link detected' LOAD_CONST 'no' BUILD_LIST CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'yes' COMPARE_OP == RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_FAST self LOAD_ATTR file_name LOAD_METHOD replace LOAD_CONST 'ethtool_' LOAD_CONST '' CALL_METHOD LOAD_FAST self STORE_ATTR iface LOAD_CONST 'ethtool: bad command line argument(s)' LOAD_FAST content LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ParseException LOAD_CONST 'ethtool: bad command line argument for ethtool' LOAD_FAST content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None DUP_TOP STORE_FAST key STORE_FAST started SETUP_LOOP to 242 LOAD_FAST content GET_ITER FOR_ITER to 240 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD STORE_FAST line LOAD_FAST line POP_JUMP_IF_FALSE LOAD_FAST started POP_JUMP_IF_TRUE LOAD_CONST 'Settings for' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST started LOAD_FAST line LOAD_METHOD split CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR LOAD_METHOD strip LOAD_CONST ':' CALL_METHOD LOAD_FAST self LOAD_ATTR data LOAD_CONST 'ETHNIC' STORE_SUBSCR JUMP_ABSOLUTE JUMP_ABSOLUTE LOAD_CONST 'No data available' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ParseException LOAD_CONST 'Fake ethnic as ethtool command argument' LOAD_FAST content CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 208 LOAD_CONST ':' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST line LOAD_METHOD split LOAD_CONST ':' LOAD_CONST 1 CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST key LOAD_METHOD strip CALL_METHOD STORE_FAST key LOAD_FAST value LOAD_METHOD strip CALL_METHOD BUILD_LIST LOAD_FAST self LOAD_ATTR data LOAD_FAST key STORE_SUBSCR JUMP_FORWARD to 204 LOAD_FAST self LOAD_ATTR data LOAD_FAST key BINARY_SUBSCR LOAD_METHOD append LOAD_FAST line CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ParseException LOAD_CONST 'Ethtool unable to parse content' LOAD_FAST line CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST started POP_JUMP_IF_TRUE LOAD_GLOBAL ParseException LOAD_CONST 'Ethtool does not contain Settings for <nic>:' CALL_FUNCTION RAISE_VARARGS BUILD_LIST LOAD_FAST self STORE_ATTR supported_link_modes LOAD_CONST 'Supported link modes' LOAD_FAST self LOAD_ATTR data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 312 LOAD_FAST self LOAD_ATTR data LOAD_CONST 'Supported link modes' BINARY_SUBSCR GET_ITER FOR_ITER to 310 STORE_FAST pair LOAD_FAST self DUP_TOP LOAD_ATTR supported_link_modes LOAD_FAST pair LOAD_METHOD split CALL_METHOD INPLACE_ADD ROT_TWO STORE_ATTR supported_link_modes EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_LIST LOAD_FAST self STORE_ATTR advertised_link_modes LOAD_CONST 'Advertised link modes' LOAD_FAST self LOAD_ATTR data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 370 LOAD_FAST self LOAD_ATTR data LOAD_CONST 'Advertised link modes' BINARY_SUBSCR GET_ITER FOR_ITER to 368 STORE_FAST pair LOAD_FAST self DUP_TOP LOAD_ATTR advertised_link_modes LOAD_FAST pair LOAD_METHOD split CALL_METHOD INPLACE_ADD ROT_TWO STORE_ATTR advertised_link_modes EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_LIST LOAD_FAST self STORE_ATTR supported_ports LOAD_CONST 'Supported ports' LOAD_FAST self LOAD_ATTR data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR data LOAD_CONST 'Supported ports' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD strip LOAD_CONST '[] ' CALL_METHOD LOAD_METHOD split CALL_METHOD LOAD_FAST self STORE_ATTR supported_ports LOAD_CONST None RETURN_VALUE
""" Ethtool parsers =============== Classes to parse ``ethtool`` command information. The interface information for a machine is stored as lists. Each interface is accessed by iterating through the shared parser list. The interface classes all provide the following properties: * ``iface`` and ``ifname``: the interface name (derived from the output file). * ``data``: the data for that interface Parsers provided by this module include: CoalescingInfo - command ``/sbin/ethtool -c {interface}`` --------------------------------------------------------- Driver - command ``/sbin/ethtool -i {interface}`` ------------------------------------------------- Ethtool - command ``/sbin/ethtool {interface}`` ----------------------------------------------- Features - command ``/sbin/ethtool -k {interface}`` --------------------------------------------------- Pause - command ``/sbin/ethtool -a {interface}`` ------------------------------------------------ Ring - command ``/sbin/ethtool -g {interface}`` ----------------------------------------------- Statistics - command ``/sbin/ethtool -S {interface}`` ----------------------------------------------------- TimeStamp - command ``/sbin/ethtool -T {interface}`` ---------------------------------------------------- """ import os import re import sys from collections import namedtuple from insights.core import CommandParser, LegacyItemAccess from insights.core.exceptions import ParseException from insights.core.plugins import parser from insights.specs import Specs if sys.version_info[0] == 3: unicode = str def extract_iface_name_from_path(path, name): """ Extract the 'real' interface name from the path name. Basically this puts the '@' back in the name in place of the underscore, where the name contains a '.' or contains 'macvtap' or 'macvlan'. Examples: +------------------+-----------------+ | real name | path name | +==================+=================+ | bond0.104\@bond0 | bond0.104_bond0 | +------------------+-----------------+ | __tmp1111 | __tmp1111 | +------------------+-----------------+ | macvtap\@bond0 | macvlan_bond0 | +------------------+-----------------+ | prod_bond | prod_bond | +------------------+-----------------+ """ if name in path: ifname = os.path.basename(path).split("_", 2)[-1].strip() if "." in ifname or "macvtap" in ifname or "macvlan" in ifname: ifname = ifname.replace("_", "@") return ifname def extract_iface_name_from_content(content): """ Extract the interface name from the third item in the content, delimited by spaces, up to its second-last character. For example, this transmutes ``Features for bond0:`` to ``bond0``. """ return content.split(" ", 3)[-1][:-1] @parser(Specs.ethtool_i) class Driver(CommandParser): """ Parse information for the ``ethtool -i`` command. All the ``ethtool -i`` outputs are stored as a list, in no particular order. Each driver is stored as a dictionary in the ``data`` property. If the key starts with 'supports', then the value is a boolean test of whether the string is 'yes'. If the value is not given on the string (e.g. 'bus-info:'), the value is set to None. All data is also set as attributes of the object with the attribute name being the key name with hyphens replaced with underscores. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. driver (str): The driver providing the interface. version (str): The version of the interface driver. firmware_version (str): The firmware version of the interface. supports_statistics (bool): Does the interface support statistics gathering? supports_test (bool): Does the interface support internal self-tests? supports_eeprom_access (bool): Does the interface support access to the EEPROM? supports_register_dump (bool): Does the interface support dumping the internal registers? supports_priv_flags (bool): Does the interface support use of privileged flags? Sample input for ``/sbin/ethtool -i bond0``:: driver: bonding version: 3.6.0 firmware-version: 2 bus-info: supports-statistics: no supports-test: no supports-eeprom-access: no supports-register-dump: no supports-priv-flags: no Examples:: >>> len(interfaces) # All interfaces in a list 1 >>> type(interfaces[0]) <class 'insights.parsers.ethtool.Driver'> >>> bond0 = interfaces[0] # Would normally iterate through interfaces >>> bond0.iface 'bond0' >>> bond0.ifname 'bond0' >>> bond0.data['driver'] # Old-style access 'bonding' >>> bond0.driver # New-style access 'bonding' >>> hasattr(bond0, 'bus_info') True >>> bond0.bus_info is None True >>> bond0.supports_statistics False """ @property def ifname(self): """(str): the interface name""" return self.iface def parse_content(self, content): self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-i_") self.data = {} self.driver = None self.version = None self.firmware_version = None self.bus_info = None self.supports_statistics = None self.supports_test = None self.supports_eeprom_access = None self.supports_register_dump = None self.supports_priv_flags = None for line in content: if ":" in line: key, value = [s.strip() for s in line.split(":", 1)] value = value if value else None if key.startswith("supports"): value = value == "yes" self.data[key] = value setattr(self, key.replace("-", "_"), value) @parser(Specs.ethtool_k) class Features(LegacyItemAccess, CommandParser): """ Parse information for the ``ethtool -k`` command. Features are stored as a flat set of key: value pairs, with no hierarchy that the indentation of the input might imply. This means, that the output below will provide data for 'tx-checksumming' and 'tx-checksum-ipv4'. Each key stores a two-key dictionary: * 'on' (boolean) - whether the value (before any '[fixed]') is 'on'. * 'fixed' (boolean) - whether the value contains 'fixed'. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. Sample input for ``/sbin/ethtool -k bond0``:: Features for bond0: rx-checksumming: off [fixed] tx-checksumming: on tx-checksum-ipv4: off [fixed] tx-checksum-unneeded: on [fixed] tx-checksum-ip-generic: off [fixed] tx-checksum-ipv6: off [fixed] tx-checksum-fcoe-crc: off [fixed] tx-checksum-sctp: off [fixed] scatter-gather: on tx-scatter-gather: on [fixed] tx-scatter-gather-fraglist: off [fixed] tcp-segmentation-offload: on tx-tcp-segmentation: on [fixed] tx-tcp-ecn-segmentation: on [fixed] tx-tcp6-segmentation: on [fixed] udp-fragmentation-offload: off [fixed] generic-segmentation-offload: off [requested on] generic-receive-offload: on large-receive-offload: on rx-vlan-offload: on tx-vlan-offload: on ntuple-filters: off receive-hashing: off highdma: on [fixed] rx-vlan-filter: on [fixed] vlan-challenged: off [fixed] tx-lockless: on [fixed] netns-local: off [fixed] tx-gso-robust: off [fixed] tx-fcoe-segmentation: off [fixed] tx-gre-segmentation: on [fixed] tx-udp_tnl-segmentation: on [fixed] fcoe-mtu: off [fixed] loopback: off [fixed] Examples: >>> len(features) # All interfaces in a list 1 >>> type(features[0]) <class 'insights.parsers.ethtool.Features'> >>> bond0 = features[0] # Would normally iterate through interfaces >>> bond0.iface 'bond0' >>> bond0.ifname 'bond0' >>> bond0.data['rx-vlan-offload']['on'] # Traditional access True >>> bond0.data['rx-vlan-offload']['fixed'] False >>> bond0.data['tx-checksum-sctp']['on'] False >>> bond0.data['tx-checksum-sctp']['fixed'] True >>> bond0.is_on('ntuple-filters') False >>> bond0.is_on('large-receive-offload') True >>> bond0.is_fixed('receive-hashing') False >>> bond0.is_fixed('fcoe-mtu') True """ @property def ifname(self): """(str): the interface name""" return self.iface def is_on(self, feature): """(bool): Does this feature exist and is it on?""" return self.get(feature, {}).get("on", False) def is_fixed(self, feature): """(bool): Does this feature exist and is it fixed?""" return self.get(feature, {}).get("fixed", False) def parse_content(self, content): self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-k_") if "ethtool" in content[0]: return if "Cannot get" in content[0]: return for line in content[1:]: if ":" in line: key, value = [s.strip() for s in line.strip().split(":", 1)] fixed = "fixed" in value if fixed: value = value.split()[0].strip() self.data[key.strip()] = {"on": value == "on", "fixed": fixed} @parser(Specs.ethtool_a) class Pause(CommandParser): """ Parse information for the ``ethtool -a`` command. Each parameter in the input is stored as a key in a dictionary, with the value being whether the found string equals 'on'. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. autonegotiate (bool): Is autonegotiate present and set to 'on'? rx (bool): Is receive pausing present and set to 'on'? tx (bool): Is transmit pausing present and set to 'on'? rx_negotiated (bool): Is receive pause autonegotiate present and set to 'on'? tx_negotiated (bool): Is transmit pause autonegotiate present and set to 'on'? Sample input from ``/sbin/ethtool -a 0``:: Pause parameters for eth0: Autonegotiate: on RX: on TX: on RX negotiated: off TX negotiated: off Examples: >>> len(pause) # All interfaces in a list 1 >>> type(pause[0]) <class 'insights.parsers.ethtool.Pause'> >>> eth0 = pause[0] # Would normally iterate through interfaces >>> eth0.iface 'eth0' >>> eth0.ifname 'eth0' >>> eth0.data['RX'] # Old-style accessor True >>> eth0.autonegotiate # New-style accessor True >>> eth0.rx_negotiated False """ @property def ifname(self): return self.iface @property def autonegotiate(self): return self.data.get("Autonegotiate", False) @property def rx(self): return self.data.get("RX", False) @property def tx(self): return self.data.get("TX", False) @property def rx_negotiated(self): return self.data.get("RX Autonegotiate", False) @property def tx_negotiated(self): return self.data.get("TX Autonegotiate", False) def parse_content(self, content): """ Return ethtool -a result as a dict. If ethtool -a outputs an error or could not get the pause state for the device, the "iface" property will be set but the data dictionary will be blank and all properties will return False. """ self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-a_") if "ethtool" in content[0]: return if "Cannot get" in content[0]: return for line in content[1:]: if line.strip(): (key, value) = [s.strip() for s in line.split(":", 1)] self.data[key] = value == "on" @parser(Specs.ethtool_c) class CoalescingInfo(CommandParser): """ Parse information for the ``ethtool -c`` command. The parsing is fairly similar to other ``ethtool`` parsers - the interface name is available as the ``ifname`` and ``iface`` properties, and the data about the coalescing information is stored in the ``data`` property as a dictionary. The one difference is the 'Adaptive RX' data, which is stored as two keys - 'adaptive-rx' and 'adaptive-tx', for RX and TX respectively. Both these return a boolean for whether the respective state equals 'on'. Otherwise, all values are made available as keys in the ``data`` dictionary, and as properties with the hyphen transmuted to an underscore - e.g. ``obj.data['tx-usecs']`` is available as ``obj.tx_usecs``. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. Sample input for ``/sbin/ethtool -c eth0``:: Coalesce parameters for eth0: Adaptive RX: off TX: off stats-block-usecs: 0 sample-interval: 0 pkt-rate-low: 0 pkt-rate-high: 0 rx-usecs: 20 rx-frames: 5 rx-usecs-irq: 0 rx-frames-irq: 5 tx-usecs: 72 tx-frames: 53 tx-usecs-irq: 0 tx-frames-irq: 5 rx-usecs-low: 0 rx-frame-low: 0 tx-usecs-low: 0 tx-frame-low: 0 rx-usecs-high: 0 rx-frame-high: 0 tx-usecs-high: 0 tx-frame-high: 0 Examples: >>> len(coalesce) # All interfaces in a list 1 >>> type(coalesce[0]) <class 'insights.parsers.ethtool.CoalescingInfo'> >>> eth0 = coalesce[0] # Would normally iterate through interfaces >>> eth0.iface 'eth0' >>> eth0.ifname 'eth0' >>> eth0.data['adaptive-rx'] # Old-style accessor False >>> eth0.adaptive_rx # New-style accessor False >>> eth0.rx_usecs # Note integer value 20 """ @property def ifname(self): """(str): the interface name""" return self.iface def parse_content(self, content): """ Parse the output of ``ethtool -c`` into a dictionary. If ethtool -c outputs an error or could not get the pause state for the device, the "iface" property will be set but the data dictionary will be blank. """ content = list(content) self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-c_") if "ethtool" in content[0]: return if "Cannot get" in content[0]: self.iface = extract_iface_name_from_content(content[1]) return self.iface = extract_iface_name_from_content(content[0]) if len(content) <= 1: raise ParseException("Command output missing value data") second_line_content = content[1].split(" ") self.data["adaptive-rx"] = second_line_content[2] == "on" self.adaptive_rx = second_line_content[2] == "on" self.data["adaptive-tx"] = second_line_content[5] == "on" self.adaptive_tx = second_line_content[5] == "on" for line in content[2:]: if line.strip(): (key, value) = [s.strip() for s in line.split(":", 1)] if unicode(value).isnumeric(): value = int(value) self.data[key] = value setattr(self, key.replace("-", "_"), value) @parser(Specs.ethtool_g) class Ring(CommandParser): """ Parse information for the ``ethtool -g`` command. In addition to the standard ``iface`` and ``ifname`` parameters, as well as being available in the ``data`` property, the interface statistics are accessed using two parameters: ``max`` and ``current``. Within each the interface settings are available as four parameters - ``rx``, ``rx_mini``, ``rx_jumbo`` and ``tx``. All the Ring parameter values are parsed into ``int`` type. For non-integer parameter values, "n/a" will be convered to `-1` and other cases will be coverted to `-2` for compatibility. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. max (dict): Dictonary of maximum ring buffer settings. current (dict): Dictionary of current ring buffer settings. Sample input for ``/sbin/ethtool -g eth0``:: Ring parameters for eth0: Pre-set maximums: RX: 2047 RX Mini: 0 RX Jumbo: 0 TX: 511 Current hardware settings: RX: 200 RX Mini: 0 RX Jumbo: 0 TX: 511 Examples: >>> len(ring) # All interfaces in a list 1 >>> type(ring[0]) <class 'insights.parsers.ethtool.Ring'> >>> eth0 = ring[0] # Would normally iterate through interfaces >>> eth0.iface 'eth0' >>> eth0.ifname 'eth0' >>> eth0.data['max'].rx # Old-style access 2047 >>> eth0.max.rx # New-style access 2047 """ Parameters = namedtuple("Parameters", ["rx", "rx_mini", "rx_jumbo", "tx"]) @property def ifname(self): """ Return the name of network interface in content. """ return self.iface def parse_content(self, content): """ Parse ``ethtool -g`` info into a dictionary. """ self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-g_") self.max = self.current = None if "ethtool" in content[0]: return if "Cannot get" in content[0]: self.iface = extract_iface_name_from_content(content[1]) return self.iface = extract_iface_name_from_content(content[0]) def set_section(section, section_data): if section: ringdata = Ring.Parameters(**section_data) setattr(self, section, ringdata) self.data[section] = ringdata section = None sections = {"Pre-set maximums:": "max", "Current hardware settings:": "current"} section_data = {} for line in content[1:]: if line in sections: set_section(section, section_data) section = sections[line] section_data = {} elif ":" in line: key, value = (s.strip() for s in line.split(":", 1)) parsed_value = ( int(value) if unicode(value).isnumeric() else (-1 if value == "n/a" else -2) ) section_data[key.replace(" ", "_").lower()] = parsed_value set_section(section, section_data) @parser(Specs.ethtool_S) class Statistics(CommandParser): """ Parse information for the ``ethtool -S`` command. All values are made available as keys in the ``data`` dictionary, and as properties - e.g. ``obj.data['rx_jabbers']`` is available as ``obj.rx_jabbers``. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. Sample partial input for ``/sbin/ethtool -S eth0``:: NIC statistics: rx_octets: 808488730 rx_fragments: 0 rx_ucast_packets: 1510830 rx_mcast_packets: 678653 rx_bcast_packets: 9921 rx_fcs_errors: 0 rx_align_errors: 0 rx_xon_pause_rcvd: 0 rx_xoff_pause_rcvd: 0 rx_mac_ctrl_rcvd: 0 rx_xoff_entered: 0 rx_frame_too_long_errors: 0 rx_jabbers: 0 Examples: >>> len(stats) # All interfaces in a list 1 >>> type(stats[0]) <class 'insights.parsers.ethtool.Statistics'> >>> eth0 = stats[0] # Would normally iterate through interfaces >>> eth0.iface 'eth0' >>> eth0.ifname 'eth0' >>> eth0.data['rx_octets'] # Data as integers 808488730 >>> eth0.data['rx_fcs_errors'] 0 """ @property def ifname(self): """ Return the name of network interface in content. """ return self.iface def search(self, pattern, flags=0): """ Finds all the parameters matching a given regular expression. Parameters: pattern (raw): A regular expression flags (int): Regular expression flags summed from ``re`` constants. Returns: (dict): A dictionary of the key/value pairs where the key matches the given regular expression. An empty dictionary is returned if no keys matched. """ results = {} for k, v in self.data.items(): if re.search(pattern, k, flags): results[k] = v return results def parse_content(self, content): """ Parse the output of ``ethtool -S``. """ self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-S_") if "NIC statistics:" not in content[0]: return for line in content[1:]: # ignore 'NIC statistics' line if ":" not in line: continue i = line.rfind(":") key = line[:i].strip() value = line[i + 2 :].strip() value = int(value) self.data[key] = value @parser(Specs.ethtool_T) class TimeStamp(CommandParser): """ Parse information for the ``ethtool -T`` command. Each parameter in the input is stored as a key in a dictionary. Attributes: data (dict): Dictionary of keys with values. Raises: ParseException: Raised when any problem parsing the command output. Sample partial input for ``/sbin/ethtool -T eno1``:: Time stamping parameters for eno1: Capabilities: hardware-transmit (SOF_TIMESTAMPING_TX_HARDWARE) software-transmit (SOF_TIMESTAMPING_TX_SOFTWARE) hardware-receive (SOF_TIMESTAMPING_RX_HARDWARE) software-receive (SOF_TIMESTAMPING_RX_SOFTWARE) software-system-clock (SOF_TIMESTAMPING_SOFTWARE) hardware-raw-clock (SOF_TIMESTAMPING_RAW_HARDWARE) PTP Hardware Clock: 0 Hardware Transmit Timestamp Modes: off (HWTSTAMP_TX_OFF) on (HWTSTAMP_TX_ON) Hardware Receive Filter Modes: none (HWTSTAMP_FILTER_NONE) all (HWTSTAMP_FILTER_ALL) Examples: >>> len(timestamp) 1 >>> type(timestamp[0]) <class 'insights.parsers.ethtool.TimeStamp'> >>> eno1 = timestamp[0] # Would normally iterate through interfaces >>> eno1.ifname 'eno1' >>> eno1.data['Capabilities']['hardware-transmit'] 'SOF_TIMESTAMPING_TX_HARDWARE' >>> eno1.data['Capabilities']['hardware-raw-clock'] 'SOF_TIMESTAMPING_RAW_HARDWARE' >>> eno1.data['PTP Hardware Clock'] '0' >>> eno1.data['Hardware Transmit Timestamp Modes']['off'] 'HWTSTAMP_TX_OFF' >>> eno1.data['Hardware Receive Filter Modes']['all'] 'HWTSTAMP_FILTER_ALL' """ @property def ifname(self): """(str): the interface name""" return self.iface def parse_content(self, content): self.data = {} self.iface = extract_iface_name_from_path(self.file_path, "ethtool_-T_") group = None for line in content[1:]: line = line.strip() if ":" in line: key, val = [i.strip() for i in line.split(":", 1)] group = {} self.data[key] = val if val else group elif line.endswith(")") and group is not None: key, val = [i.strip() for i in line.split(None, 1)] group[key] = val.strip("()") elif line: group[line] = None @parser(Specs.ethtool) class Ethtool(CommandParser): """ Parses output of ``ethtool`` command. Raises: ParseException: Raised when any problem parsing the command output. Attributes: data (dict): Dictionary of keys with values in a list. iface (str): Interface name. supported_link_modes (list): A list of the 'Supported link modes' values, split into individual words. available_link_modes (list): A list of the 'Available link modes' values, split into individual words. supported_ports (list): A list of the 'Supported ports' values, split into individual words. Sample input:: Settings for eth0: Supported ports: [ TP MII ] Supported link modes: 10baseT/Half 10baseT/Full 100baseT/Half 100baseT/Full Supported pause frame use: No Supports auto-negotiation: Yes Advertised link modes: 10baseT/Half 10baseT/Full 100baseT/Half 100baseT/Full Advertised pause frame use: Symmetric Advertised auto-negotiation: Yes Link partner advertised link modes: 10baseT/Half 10baseT/Full 100baseT/Half 100baseT/Full Link partner advertised pause frame use: Symmetric Link partner advertised auto-negotiation: No Speed: 100Mb/s Duplex: Full Port: MII PHYAD: 32 Transceiver: internal Auto-negotiation: on Cannot get wake-on-lan settings: Operation not permitted Current message level: 0x00000007 (7) drv probe link Cannot get link status: Operation not permitted For historic reasons, values drawn from the data are stored as lists, with each item being the value on one line. Examples: >>> len(ethers) # All interfaces in a list 1 >>> type(ethers[0]) <class 'insights.parsers.ethtool.Ethtool'> >>> ethinfo = ethers[0] # Would normally iterate through interfaces >>> ethinfo.ifname 'eth0' >>> ethinfo.speed ['100Mb/s'] >>> ethinfo.link_detected False >>> 'Cannot get link status' in ethinfo.data True >>> ethinfo.data['Cannot get link status'] # Dictionary for all data ['Operation not permitted'] >>> ethinfo.data['Supported pause frame use'] ['No'] >>> ethinfo.data['PHYAD'] # Values as lists of strings for historic reasons ['32'] >>> ethinfo.supported_link_modes # This is collected across multiple lines and split ['10baseT/Half', '10baseT/Full', '100baseT/Half', '100baseT/Full'] >>> ethinfo.advertised_link_modes ['10baseT/Half', '10baseT/Full', '100baseT/Half', '100baseT/Full'] >>> ethinfo.supported_ports # This is converted to a list of strings ['TP', 'MII'] """ @property def ifname(self): """str: Return the name of network interface in content.""" return self.iface @property def speed(self): """list (str): Return field in Speed.""" return self.data.get("Speed") @property def link_detected(self): """boolean: Returns field in Link detected.""" return self.data.get("Link detected", ["no"])[0] == "yes" def parse_content(self, content): self.data = {} self.iface = self.file_name.replace("ethtool_", "") if "ethtool: bad command line argument(s)" in content[0]: raise ParseException( "ethtool: bad command line argument for ethtool", content ) key = started = None for line in content: line = line.strip() if line: if not started: if "Settings for" in line: started = 1 self.data["ETHNIC"] = line.split()[-1].strip(":") continue else: if "No data available" in line: raise ParseException( "Fake ethnic as ethtool command argument", content ) try: if ":" in line: key, value = line.split(":", 1) key = key.strip() self.data[key] = [value.strip()] else: self.data[key].append(line) except KeyError: raise ParseException("Ethtool unable to parse content", line) if not started: raise ParseException("Ethtool does not contain Settings for <nic>:") self.supported_link_modes = [] if "Supported link modes" in self.data: for pair in self.data["Supported link modes"]: self.supported_link_modes += pair.split() self.advertised_link_modes = [] if "Advertised link modes" in self.data: for pair in self.data["Advertised link modes"]: self.advertised_link_modes += pair.split() self.supported_ports = [] if "Supported ports" in self.data: self.supported_ports = self.data["Supported ports"][0].strip("[] ").split()
data/insights-core-3.3.9/insights/parsers/ethtool.py
12,630
9,042
213,059
LOAD_CONST 'This library implements different operations needed by quaternion-\nvalued architectures.\nThis work is inspired by:\n"Quaternion neural networks" - Parcollet T.\n"Quaternion recurrent neural networks" - Parcollet T. et al.\n"Quaternion convolutional neural networks for end-to-end automatic speech\nrecognition" - Parcollet T. et al.\n"Deep quaternion networks" - Gaudet Chase J. et al.\n\nAuthors\n * Titouan Parcollet 2020\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 0 LOAD_CONST ('chi',) IMPORT_NAME scipy.stats IMPORT_FROM chi STORE_NAME chi POP_TOP LOAD_CONST 0 LOAD_CONST ('Variable',) IMPORT_NAME torch.autograd IMPORT_FROM Variable STORE_NAME Variable POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object QuaternionLinearCustomBackward at 0x7fa6dca24d20, file "f.py", line 22> LOAD_CONST 'QuaternionLinearCustomBackward' MAKE_FUNCTION LOAD_CONST 'QuaternionLinearCustomBackward' LOAD_NAME torch LOAD_ATTR autograd LOAD_ATTR Function CALL_FUNCTION STORE_NAME QuaternionLinearCustomBackward LOAD_CONST <code object quaternion_linear_op at 0x7fa6dca24c00, file "f.py", line 166> LOAD_CONST 'quaternion_linear_op' MAKE_FUNCTION STORE_NAME quaternion_linear_op LOAD_CONST <code object quaternion_linear_rotation_op at 0x7fa6dca24420, file "f.py", line 212> LOAD_CONST 'quaternion_linear_rotation_op' MAKE_FUNCTION STORE_NAME quaternion_linear_rotation_op LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_CONST ('stride', 'padding', 'groups', 'dilation', 'conv1d') BUILD_CONST_KEY_MAP LOAD_CONST <code object quaternion_conv_rotation_op at 0x7fa6dca24300, file "f.py", line 339> LOAD_CONST 'quaternion_conv_rotation_op' MAKE_FUNCTION STORE_NAME quaternion_conv_rotation_op LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME bool LOAD_CONST ('stride', 'padding', 'groups', 'dilation', 'conv1d') BUILD_CONST_KEY_MAP LOAD_CONST <code object quaternion_conv_op at 0x7fa6dca24ed0, file "f.py", line 490> LOAD_CONST 'quaternion_conv_op' MAKE_FUNCTION STORE_NAME quaternion_conv_op LOAD_CONST (None, 'glorot') LOAD_CONST <code object quaternion_init at 0x7fa6dca24660, file "f.py", line 570> LOAD_CONST 'quaternion_init' MAKE_FUNCTION STORE_NAME quaternion_init LOAD_CONST (None, 'he') LOAD_CONST <code object unitary_init at 0x7fa6dca24f60, file "f.py", line 634> LOAD_CONST 'unitary_init' MAKE_FUNCTION STORE_NAME unitary_init LOAD_CONST <code object affect_init at 0x7fa6dca24e40, file "f.py", line 679> LOAD_CONST 'affect_init' MAKE_FUNCTION STORE_NAME affect_init LOAD_CONST <code object affect_conv_init at 0x7fa6dca249c0, file "f.py", line 711> LOAD_CONST 'affect_conv_init' MAKE_FUNCTION STORE_NAME affect_conv_init LOAD_CONST <code object check_quaternion_input at 0x7fa6dca24030, file "f.py", line 754> LOAD_CONST 'check_quaternion_input' MAKE_FUNCTION STORE_NAME check_quaternion_input LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'QuaternionLinearCustomBackward' STORE_NAME __qualname__ LOAD_CONST "This class redefine the backpropagation of a quaternion linear layer\n (not a spinor layer). By doing so, we can save up to 4x memory, but it\n is also 2x slower than 'quaternion_linear_op'. It should be used\n within speechbrain.nnet.quaternion_networks.linear.QuaternionLinear.\n " STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_CONST <code object forward at 0x7fa6dca24540, file "f.py", line 29> LOAD_CONST 'QuaternionLinearCustomBackward.forward' MAKE_FUNCTION CALL_FUNCTION STORE_NAME forward LOAD_NAME staticmethod LOAD_CONST <code object backward at 0x7fa6dca24390, file "f.py", line 74> LOAD_CONST 'QuaternionLinearCustomBackward.backward' MAKE_FUNCTION CALL_FUNCTION STORE_NAME backward LOAD_CONST None RETURN_VALUE LOAD_FAST ctx LOAD_METHOD save_for_backward LOAD_FAST input LOAD_FAST r_weight LOAD_FAST i_weight LOAD_FAST j_weight LOAD_FAST k_weight LOAD_FAST bias CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST k_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i_weight LOAD_FAST r_weight LOAD_FAST k_weight UNARY_NEGATIVE LOAD_FAST j_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j_weight LOAD_FAST k_weight LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k_weight LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST i_weight LOAD_FAST r_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cat_kernels_4_r LOAD_FAST cat_kernels_4_i LOAD_FAST cat_kernels_4_j LOAD_FAST cat_kernels_4_k BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_quaternion LOAD_FAST bias LOAD_ATTR requires_grad POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_METHOD addmm LOAD_FAST bias LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion CALL_METHOD RETURN_VALUE LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST ctx LOAD_ATTR saved_tensors UNPACK_SEQUENCE STORE_FAST input STORE_FAST r_weight STORE_FAST i_weight STORE_FAST j_weight STORE_FAST k_weight STORE_FAST bias LOAD_CONST None DUP_TOP STORE_FAST grad_input DUP_TOP STORE_FAST grad_weight_r DUP_TOP STORE_FAST grad_weight_i DUP_TOP STORE_FAST grad_weight_j DUP_TOP STORE_FAST grad_weight_k STORE_FAST grad_bias LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST k_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i_weight LOAD_FAST r_weight LOAD_FAST k_weight UNARY_NEGATIVE LOAD_FAST j_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j_weight LOAD_FAST k_weight LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k_weight LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST i_weight LOAD_FAST r_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_k LOAD_GLOBAL Variable LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_r LOAD_FAST input_i LOAD_FAST input_j LOAD_FAST input_k BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD permute LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD LOAD_CONST False LOAD_CONST ('requires_grad',) CALL_FUNCTION STORE_FAST cat_kernels_4_quaternion_T LOAD_FAST input LOAD_METHOD size CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST nb_hidden LOAD_FAST input LOAD_METHOD narrow LOAD_CONST 1 LOAD_CONST 0 LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST r LOAD_FAST input LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST i LOAD_FAST input LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_CONST 2 BINARY_FLOOR_DIVIDE LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST j LOAD_FAST input LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE BINARY_SUBTRACT LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r LOAD_FAST i UNARY_NEGATIVE LOAD_FAST j UNARY_NEGATIVE LOAD_FAST k UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i LOAD_FAST r LOAD_FAST k UNARY_NEGATIVE LOAD_FAST j BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j LOAD_FAST k LOAD_FAST r LOAD_FAST i UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k LOAD_FAST j UNARY_NEGATIVE LOAD_FAST i LOAD_FAST r BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_k LOAD_GLOBAL Variable LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_r LOAD_FAST input_i LOAD_FAST input_j LOAD_FAST input_k BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST False LOAD_CONST ('requires_grad',) CALL_FUNCTION STORE_FAST input_mat LOAD_FAST grad_output LOAD_METHOD size CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST nb_hidden LOAD_FAST grad_output LOAD_METHOD narrow LOAD_CONST 1 LOAD_CONST 0 LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST r LOAD_FAST grad_output LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST i LOAD_FAST grad_output LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_CONST 2 BINARY_FLOOR_DIVIDE LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST j LOAD_FAST grad_output LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST nb_hidden LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE BINARY_SUBTRACT LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_FLOOR_DIVIDE CALL_METHOD STORE_FAST k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r LOAD_FAST i LOAD_FAST j LOAD_FAST k BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i UNARY_NEGATIVE LOAD_FAST r LOAD_FAST k LOAD_FAST j UNARY_NEGATIVE BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j UNARY_NEGATIVE LOAD_FAST k UNARY_NEGATIVE LOAD_FAST r LOAD_FAST i BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k UNARY_NEGATIVE LOAD_FAST j LOAD_FAST i UNARY_NEGATIVE LOAD_FAST r BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST input_r LOAD_FAST input_i LOAD_FAST input_j LOAD_FAST input_k BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST grad_mat LOAD_FAST ctx LOAD_ATTR needs_input_grad LOAD_CONST 0 BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST grad_output LOAD_METHOD mm LOAD_FAST cat_kernels_4_quaternion_T CALL_METHOD STORE_FAST grad_input LOAD_FAST ctx LOAD_ATTR needs_input_grad LOAD_CONST 1 BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST grad_mat LOAD_METHOD permute LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD LOAD_METHOD mm LOAD_FAST input_mat CALL_METHOD LOAD_METHOD permute LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD STORE_FAST grad_weight LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST unit_size_x LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 1 CALL_METHOD STORE_FAST unit_size_y LOAD_FAST grad_weight LOAD_METHOD narrow LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST unit_size_x CALL_METHOD LOAD_METHOD narrow LOAD_CONST 1 LOAD_CONST 0 LOAD_FAST unit_size_y CALL_METHOD STORE_FAST grad_weight_r LOAD_FAST grad_weight LOAD_METHOD narrow LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST unit_size_x CALL_METHOD LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST unit_size_y LOAD_FAST unit_size_y CALL_METHOD STORE_FAST grad_weight_i LOAD_FAST grad_weight LOAD_METHOD narrow LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST unit_size_x CALL_METHOD LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST unit_size_y LOAD_CONST 2 BINARY_MULTIPLY LOAD_FAST unit_size_y CALL_METHOD STORE_FAST grad_weight_j LOAD_FAST grad_weight LOAD_METHOD narrow LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST unit_size_x CALL_METHOD LOAD_METHOD narrow LOAD_CONST 1 LOAD_FAST unit_size_y LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST unit_size_y CALL_METHOD STORE_FAST grad_weight_k LOAD_FAST ctx LOAD_ATTR needs_input_grad LOAD_CONST 5 BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST grad_output LOAD_METHOD sum LOAD_CONST 0 CALL_METHOD LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST grad_bias LOAD_FAST grad_input LOAD_FAST grad_weight_r LOAD_FAST grad_weight_i LOAD_FAST grad_weight_j LOAD_FAST grad_weight_k LOAD_FAST grad_bias BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST k_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i_weight LOAD_FAST r_weight LOAD_FAST k_weight UNARY_NEGATIVE LOAD_FAST j_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j_weight LOAD_FAST k_weight LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k_weight LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST i_weight LOAD_FAST r_weight BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cat_kernels_4_r LOAD_FAST cat_kernels_4_i LOAD_FAST cat_kernels_4_j LOAD_FAST cat_kernels_4_k BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_quaternion LOAD_FAST input LOAD_METHOD dim CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST bias LOAD_ATTR requires_grad POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_METHOD addmm LOAD_FAST bias LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion CALL_METHOD RETURN_VALUE LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion CALL_METHOD RETURN_VALUE JUMP_FORWARD to 198 LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion CALL_METHOD STORE_FAST output LOAD_FAST bias LOAD_ATTR requires_grad POP_JUMP_IF_FALSE LOAD_FAST output LOAD_FAST bias BINARY_ADD RETURN_VALUE LOAD_FAST output RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST r_weight LOAD_FAST r_weight BINARY_MULTIPLY STORE_FAST square_r LOAD_FAST i_weight LOAD_FAST i_weight BINARY_MULTIPLY STORE_FAST square_i LOAD_FAST j_weight LOAD_FAST j_weight BINARY_MULTIPLY STORE_FAST square_j LOAD_FAST k_weight LOAD_FAST k_weight BINARY_MULTIPLY STORE_FAST square_k LOAD_GLOBAL torch LOAD_METHOD sqrt LOAD_FAST square_r LOAD_FAST square_i BINARY_ADD LOAD_FAST square_j BINARY_ADD LOAD_FAST square_k BINARY_ADD CALL_METHOD LOAD_CONST 0.0001 BINARY_ADD STORE_FAST norm LOAD_FAST r_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST r_n_weight LOAD_FAST i_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST i_n_weight LOAD_FAST j_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST j_n_weight LOAD_FAST k_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST k_n_weight LOAD_CONST 2.0 STORE_FAST norm_factor LOAD_FAST norm_factor LOAD_FAST i_n_weight LOAD_FAST i_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_i LOAD_FAST norm_factor LOAD_FAST j_n_weight LOAD_FAST j_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_j LOAD_FAST norm_factor LOAD_FAST k_n_weight LOAD_FAST k_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_k LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST i_n_weight BINARY_MULTIPLY STORE_FAST ri LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST j_n_weight BINARY_MULTIPLY STORE_FAST rj LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST rk LOAD_FAST norm_factor LOAD_FAST i_n_weight BINARY_MULTIPLY LOAD_FAST j_n_weight BINARY_MULTIPLY STORE_FAST ij LOAD_FAST norm_factor LOAD_FAST i_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST ik LOAD_FAST norm_factor LOAD_FAST j_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST jk LOAD_FAST scale LOAD_ATTR requires_grad EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_j LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST ij LOAD_FAST rk BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST ik LOAD_FAST rj BINARY_ADD BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_1 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_FAST ij LOAD_FAST rk BINARY_ADD BINARY_MULTIPLY LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST jk LOAD_FAST ri BINARY_SUBTRACT BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_FAST ik LOAD_FAST rj BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST jk LOAD_FAST ri BINARY_ADD BINARY_MULTIPLY LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_j BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_3 JUMP_FORWARD to 476 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_CONST 1.0 LOAD_FAST square_j LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT LOAD_FAST ij LOAD_FAST rk BINARY_SUBTRACT LOAD_FAST ik LOAD_FAST rj BINARY_ADD BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_1 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST ij LOAD_FAST rk BINARY_ADD LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT LOAD_FAST jk LOAD_FAST ri BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST ik LOAD_FAST rj BINARY_SUBTRACT LOAD_FAST jk LOAD_FAST ri BINARY_ADD LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_j BINARY_ADD BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_3 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST zero_kernel LOAD_FAST zero_kernel LOAD_FAST zero_kernel BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST zero_kernel2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel2 LOAD_FAST rot_kernel_1 LOAD_FAST rot_kernel_2 LOAD_FAST rot_kernel_3 BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST global_rot_kernel LOAD_FAST input LOAD_METHOD dim CALL_METHOD LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST bias LOAD_ATTR requires_grad EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_METHOD addmm LOAD_FAST bias LOAD_FAST input LOAD_FAST global_rot_kernel CALL_METHOD RETURN_VALUE LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST input LOAD_FAST global_rot_kernel CALL_METHOD RETURN_VALUE JUMP_FORWARD to 602 LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST input LOAD_FAST global_rot_kernel CALL_METHOD STORE_FAST output LOAD_FAST bias LOAD_ATTR requires_grad EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST output LOAD_FAST bias BINARY_ADD RETURN_VALUE LOAD_FAST output RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST r_weight LOAD_FAST r_weight BINARY_MULTIPLY STORE_FAST square_r LOAD_FAST i_weight LOAD_FAST i_weight BINARY_MULTIPLY STORE_FAST square_i LOAD_FAST j_weight LOAD_FAST j_weight BINARY_MULTIPLY STORE_FAST square_j LOAD_FAST k_weight LOAD_FAST k_weight BINARY_MULTIPLY STORE_FAST square_k LOAD_GLOBAL torch LOAD_METHOD sqrt LOAD_FAST square_r LOAD_FAST square_i BINARY_ADD LOAD_FAST square_j BINARY_ADD LOAD_FAST square_k BINARY_ADD LOAD_CONST 0.0001 BINARY_ADD CALL_METHOD STORE_FAST norm LOAD_FAST r_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST r_n_weight LOAD_FAST i_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST i_n_weight LOAD_FAST j_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST j_n_weight LOAD_FAST k_weight LOAD_FAST norm BINARY_TRUE_DIVIDE STORE_FAST k_n_weight LOAD_CONST 2.0 STORE_FAST norm_factor LOAD_FAST norm_factor LOAD_FAST i_n_weight LOAD_FAST i_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_i LOAD_FAST norm_factor LOAD_FAST j_n_weight LOAD_FAST j_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_j LOAD_FAST norm_factor LOAD_FAST k_n_weight LOAD_FAST k_n_weight BINARY_MULTIPLY BINARY_MULTIPLY STORE_FAST square_k LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST i_n_weight BINARY_MULTIPLY STORE_FAST ri LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST j_n_weight BINARY_MULTIPLY STORE_FAST rj LOAD_FAST norm_factor LOAD_FAST r_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST rk LOAD_FAST norm_factor LOAD_FAST i_n_weight BINARY_MULTIPLY LOAD_FAST j_n_weight BINARY_MULTIPLY STORE_FAST ij LOAD_FAST norm_factor LOAD_FAST i_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST ik LOAD_FAST norm_factor LOAD_FAST j_n_weight BINARY_MULTIPLY LOAD_FAST k_n_weight BINARY_MULTIPLY STORE_FAST jk LOAD_FAST scale LOAD_ATTR requires_grad EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_j LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST ij LOAD_FAST rk BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST ik LOAD_FAST rj BINARY_ADD BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_1 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_FAST ij LOAD_FAST rk BINARY_ADD BINARY_MULTIPLY LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST jk LOAD_FAST ri BINARY_SUBTRACT BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST scale LOAD_FAST ik LOAD_FAST rj BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST scale LOAD_FAST jk LOAD_FAST ri BINARY_ADD BINARY_MULTIPLY LOAD_FAST scale LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_j BINARY_ADD BINARY_SUBTRACT BINARY_MULTIPLY BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_3 JUMP_FORWARD to 476 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_CONST 1.0 LOAD_FAST square_j LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT LOAD_FAST ij LOAD_FAST rk BINARY_SUBTRACT LOAD_FAST ik LOAD_FAST rj BINARY_ADD BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_1 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST ij LOAD_FAST rk BINARY_ADD LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_k BINARY_ADD BINARY_SUBTRACT LOAD_FAST jk LOAD_FAST ri BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST ik LOAD_FAST rj BINARY_SUBTRACT LOAD_FAST jk LOAD_FAST ri BINARY_ADD LOAD_CONST 1.0 LOAD_FAST square_i LOAD_FAST square_j BINARY_ADD BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST rot_kernel_3 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel LOAD_FAST zero_kernel LOAD_FAST zero_kernel LOAD_FAST zero_kernel BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST zero_kernel2 LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST zero_kernel2 LOAD_FAST rot_kernel_1 LOAD_FAST rot_kernel_2 LOAD_FAST rot_kernel_3 BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST global_rot_kernel LOAD_FAST conv1d EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL F LOAD_ATTR conv1d LOAD_FAST input LOAD_FAST global_rot_kernel LOAD_FAST bias LOAD_FAST stride LOAD_FAST padding LOAD_FAST dilation LOAD_FAST groups LOAD_CONST ('input', 'weight', 'bias', 'stride', 'padding', 'dilation', 'groups') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL F LOAD_ATTR conv2d LOAD_FAST input LOAD_FAST global_rot_kernel LOAD_FAST bias LOAD_FAST stride LOAD_FAST padding LOAD_FAST dilation LOAD_FAST groups LOAD_CONST ('input', 'weight', 'bias', 'stride', 'padding', 'dilation', 'groups') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST k_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_r LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST i_weight LOAD_FAST r_weight LOAD_FAST k_weight UNARY_NEGATIVE LOAD_FAST j_weight BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_i LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST j_weight LOAD_FAST k_weight LOAD_FAST r_weight LOAD_FAST i_weight UNARY_NEGATIVE BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_j LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST k_weight LOAD_FAST j_weight UNARY_NEGATIVE LOAD_FAST i_weight LOAD_FAST r_weight BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_k LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cat_kernels_4_r LOAD_FAST cat_kernels_4_i LOAD_FAST cat_kernels_4_j LOAD_FAST cat_kernels_4_k BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_kernels_4_quaternion LOAD_FAST conv1d POP_JUMP_IF_FALSE LOAD_GLOBAL F LOAD_ATTR conv1d LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion LOAD_FAST bias LOAD_FAST stride LOAD_FAST padding LOAD_FAST dilation LOAD_FAST groups LOAD_CONST ('input', 'weight', 'bias', 'stride', 'padding', 'dilation', 'groups') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL F LOAD_ATTR conv2d LOAD_FAST input LOAD_FAST cat_kernels_4_quaternion LOAD_FAST bias LOAD_FAST stride LOAD_FAST padding LOAD_FAST dilation LOAD_FAST groups LOAD_CONST ('input', 'weight', 'bias', 'stride', 'padding', 'dilation', 'groups') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR seed LOAD_GLOBAL torch LOAD_METHOD initial_seed CALL_METHOD LOAD_CONST 2147483647 BINARY_MODULO LOAD_CONST ('seed',) CALL_FUNCTION POP_TOP LOAD_FAST kernel_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST kernel_size CALL_METHOD STORE_FAST receptive_field LOAD_FAST in_features LOAD_FAST receptive_field BINARY_MULTIPLY STORE_FAST fan_in LOAD_FAST out_features LOAD_FAST receptive_field BINARY_MULTIPLY STORE_FAST fan_out JUMP_FORWARD to 66 LOAD_FAST in_features STORE_FAST fan_in LOAD_FAST out_features STORE_FAST fan_out LOAD_FAST criterion LOAD_CONST 'glorot' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1.0 LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_CONST 2 LOAD_FAST fan_in LOAD_FAST fan_out BINARY_ADD BINARY_MULTIPLY CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST s JUMP_FORWARD to 116 LOAD_CONST 1.0 LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_CONST 2 LOAD_FAST fan_in BINARY_MULTIPLY CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST s LOAD_FAST kernel_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST in_features LOAD_FAST out_features BUILD_TUPLE STORE_FAST kernel_shape JUMP_FORWARD to 180 LOAD_GLOBAL type LOAD_FAST kernel_size CALL_FUNCTION LOAD_GLOBAL int COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST out_features LOAD_FAST in_features BUILD_TUPLE LOAD_GLOBAL tuple LOAD_FAST kernel_size BUILD_TUPLE CALL_FUNCTION BINARY_ADD STORE_FAST kernel_shape JUMP_FORWARD to 180 LOAD_FAST out_features LOAD_FAST in_features BUILD_TUPLE LOAD_FAST kernel_size BUILD_TUPLE BINARY_ADD STORE_FAST kernel_shape LOAD_GLOBAL torch LOAD_METHOD from_numpy LOAD_GLOBAL chi LOAD_ATTR rvs LOAD_CONST 4 LOAD_CONST 0 LOAD_FAST s LOAD_FAST kernel_shape LOAD_CONST ('loc', 'scale', 'size') CALL_FUNCTION CALL_METHOD STORE_FAST modulus LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST kernel_shape CALL_METHOD STORE_FAST number_of_weights LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_i LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_j LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_k SETUP_LOOP to 384 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST number_of_weights CALL_FUNCTION GET_ITER FOR_ITER to 382 STORE_FAST i LOAD_GLOBAL torch LOAD_METHOD sqrt LOAD_FAST v_i LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER LOAD_FAST v_j LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER BINARY_ADD LOAD_FAST v_k LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER BINARY_ADD CALL_METHOD LOAD_CONST 0.0001 BINARY_ADD STORE_FAST norm LOAD_FAST v_i LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR LOAD_FAST v_j LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR LOAD_FAST v_k LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST v_i LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_i LOAD_FAST v_j LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_j LOAD_FAST v_k LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_k LOAD_GLOBAL torch LOAD_METHOD rand LOAD_FAST kernel_shape CALL_METHOD LOAD_METHOD uniform_ LOAD_GLOBAL math LOAD_ATTR pi UNARY_NEGATIVE LOAD_GLOBAL math LOAD_ATTR pi CALL_METHOD STORE_FAST phase LOAD_FAST modulus LOAD_GLOBAL torch LOAD_METHOD cos LOAD_FAST phase CALL_METHOD BINARY_MULTIPLY STORE_FAST weight_r LOAD_FAST modulus LOAD_FAST v_i BINARY_MULTIPLY LOAD_GLOBAL torch LOAD_METHOD sin LOAD_FAST phase CALL_METHOD BINARY_MULTIPLY STORE_FAST weight_i LOAD_FAST modulus LOAD_FAST v_j BINARY_MULTIPLY LOAD_GLOBAL torch LOAD_METHOD sin LOAD_FAST phase CALL_METHOD BINARY_MULTIPLY STORE_FAST weight_j LOAD_FAST modulus LOAD_FAST v_k BINARY_MULTIPLY LOAD_GLOBAL torch LOAD_METHOD sin LOAD_FAST phase CALL_METHOD BINARY_MULTIPLY STORE_FAST weight_k LOAD_FAST weight_r LOAD_FAST weight_i LOAD_FAST weight_j LOAD_FAST weight_k BUILD_TUPLE RETURN_VALUE LOAD_FAST kernel_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST in_features LOAD_FAST out_features BUILD_TUPLE STORE_FAST kernel_shape JUMP_FORWARD to 64 LOAD_GLOBAL type LOAD_FAST kernel_size CALL_FUNCTION LOAD_GLOBAL int COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST out_features LOAD_FAST in_features BUILD_TUPLE LOAD_GLOBAL tuple LOAD_FAST kernel_size BUILD_TUPLE CALL_FUNCTION BINARY_ADD STORE_FAST kernel_shape JUMP_FORWARD to 64 LOAD_FAST out_features LOAD_FAST in_features BUILD_TUPLE LOAD_FAST kernel_size BUILD_TUPLE BINARY_ADD STORE_FAST kernel_shape LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST kernel_shape CALL_METHOD STORE_FAST number_of_weights LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_r LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_i LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_j LOAD_GLOBAL torch LOAD_METHOD FloatTensor LOAD_FAST number_of_weights CALL_METHOD LOAD_METHOD uniform_ LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST v_k SETUP_LOOP to 288 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST number_of_weights CALL_FUNCTION GET_ITER FOR_ITER to 286 STORE_FAST i LOAD_GLOBAL torch LOAD_METHOD sqrt LOAD_FAST v_r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER LOAD_FAST v_i LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER BINARY_ADD LOAD_FAST v_j LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER BINARY_ADD LOAD_FAST v_k LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER BINARY_ADD CALL_METHOD LOAD_CONST 0.0001 BINARY_ADD STORE_FAST norm LOAD_FAST v_r LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR LOAD_FAST v_i LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR LOAD_FAST v_j LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR LOAD_FAST v_k LOAD_FAST i DUP_TOP BINARY_SUBSCR LOAD_FAST norm INPLACE_TRUE_DIVIDE ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST v_r LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_r LOAD_FAST v_i LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_i LOAD_FAST v_j LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_j LOAD_FAST v_k LOAD_METHOD reshape LOAD_FAST kernel_shape CALL_METHOD STORE_FAST v_k LOAD_FAST v_r LOAD_FAST v_i LOAD_FAST v_j LOAD_FAST v_k BUILD_TUPLE RETURN_VALUE LOAD_FAST init_func LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST None LOAD_FAST init_criterion CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST r STORE_FAST i STORE_FAST j STORE_FAST k LOAD_FAST r LOAD_METHOD type_as LOAD_FAST r_weight LOAD_ATTR data CALL_METHOD LOAD_FAST r_weight STORE_ATTR data LOAD_FAST i LOAD_METHOD type_as LOAD_FAST i_weight LOAD_ATTR data CALL_METHOD LOAD_FAST i_weight STORE_ATTR data LOAD_FAST j LOAD_METHOD type_as LOAD_FAST j_weight LOAD_ATTR data CALL_METHOD LOAD_FAST j_weight STORE_ATTR data LOAD_FAST k LOAD_METHOD type_as LOAD_FAST k_weight LOAD_ATTR data CALL_METHOD LOAD_FAST k_weight STORE_ATTR data LOAD_CONST None RETURN_VALUE LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 1 CALL_METHOD STORE_FAST in_channels LOAD_FAST r_weight LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST out_channels LOAD_FAST init_func LOAD_FAST in_channels LOAD_FAST out_channels LOAD_FAST kernel_size LOAD_FAST init_criterion LOAD_CONST ('kernel_size', 'criterion') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST r STORE_FAST i STORE_FAST j STORE_FAST k LOAD_FAST r LOAD_METHOD type_as LOAD_FAST r_weight LOAD_ATTR data CALL_METHOD LOAD_FAST r_weight STORE_ATTR data LOAD_FAST i LOAD_METHOD type_as LOAD_FAST i_weight LOAD_ATTR data CALL_METHOD LOAD_FAST i_weight STORE_ATTR data LOAD_FAST j LOAD_METHOD type_as LOAD_FAST j_weight LOAD_ATTR data CALL_METHOD LOAD_FAST j_weight STORE_ATTR data LOAD_FAST k LOAD_METHOD type_as LOAD_FAST k_weight LOAD_ATTR data CALL_METHOD LOAD_FAST k_weight STORE_ATTR data LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST input_shape CALL_FUNCTION LOAD_CONST frozenset({1, 2, 3}) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL Exception LOAD_CONST 'Quaternion linear accepts only input of dimension 2 or 3. input.dim = ' LOAD_GLOBAL str LOAD_GLOBAL input LOAD_METHOD dim CALL_METHOD CALL_FUNCTION BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_FAST input_shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST nb_hidden LOAD_FAST nb_hidden LOAD_CONST 4 BINARY_MODULO LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL Exception LOAD_CONST 'Quaternion Tensors must have dimensions divisible by 4. input.size()[1] = ' LOAD_GLOBAL str LOAD_FAST nb_hidden CALL_FUNCTION BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE
"""This library implements different operations needed by quaternion- valued architectures. This work is inspired by: "Quaternion neural networks" - Parcollet T. "Quaternion recurrent neural networks" - Parcollet T. et al. "Quaternion convolutional neural networks for end-to-end automatic speech recognition" - Parcollet T. et al. "Deep quaternion networks" - Gaudet Chase J. et al. Authors * Titouan Parcollet 2020 """ import torch import math import numpy as np import torch.nn.functional as F from scipy.stats import chi from torch.autograd import Variable class QuaternionLinearCustomBackward(torch.autograd.Function): """This class redefine the backpropagation of a quaternion linear layer (not a spinor layer). By doing so, we can save up to 4x memory, but it is also 2x slower than 'quaternion_linear_op'. It should be used within speechbrain.nnet.quaternion_networks.linear.QuaternionLinear. """ @staticmethod def forward(ctx, input, r_weight, i_weight, j_weight, k_weight, bias): """ Applies a quaternion linear transformation to the incoming data: It is important to notice that the forward phase of a QNN is defined as W * Inputs (with * equal to the Hamilton product). The constructed cat_kernels_4_quaternion is a modified version of the quaternion representation so when we do torch.mm(Input,W) it's equivalent to W * Inputs. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. Shape: [batch*time, X]. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter """ ctx.save_for_backward(input, r_weight, i_weight, j_weight, k_weight, bias) cat_kernels_4_r = torch.cat([r_weight, -i_weight, -j_weight, -k_weight], dim=0) cat_kernels_4_i = torch.cat([i_weight, r_weight, -k_weight, j_weight], dim=0) cat_kernels_4_j = torch.cat([j_weight, k_weight, r_weight, -i_weight], dim=0) cat_kernels_4_k = torch.cat([k_weight, -j_weight, i_weight, r_weight], dim=0) cat_kernels_4_quaternion = torch.cat( [ cat_kernels_4_r, cat_kernels_4_i, cat_kernels_4_j, cat_kernels_4_k, ], dim=1, ) if bias.requires_grad: return torch.addmm(bias, input, cat_kernels_4_quaternion) else: return torch.mm(input, cat_kernels_4_quaternion) @staticmethod def backward(ctx, grad_output): """ Run the backward phase of the forward call defined above. This implementation follows the quaternion backpropagation of a quaternion layer that can be found in "Quaternion neural networks" - Parcollet T. Page 48. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter """ input, r_weight, i_weight, j_weight, k_weight, bias = ctx.saved_tensors grad_input = ( grad_weight_r ) = grad_weight_i = grad_weight_j = grad_weight_k = grad_bias = None input_r = torch.cat([r_weight, -i_weight, -j_weight, -k_weight], dim=0) input_i = torch.cat([i_weight, r_weight, -k_weight, j_weight], dim=0) input_j = torch.cat([j_weight, k_weight, r_weight, -i_weight], dim=0) input_k = torch.cat([k_weight, -j_weight, i_weight, r_weight], dim=0) cat_kernels_4_quaternion_T = Variable( torch.cat([input_r, input_i, input_j, input_k], dim=1).permute(1, 0), requires_grad=False, ) nb_hidden = input.size()[-1] r = input.narrow(1, 0, nb_hidden // 4) i = input.narrow(1, nb_hidden // 4, nb_hidden // 4) j = input.narrow(1, nb_hidden // 2, nb_hidden // 4) k = input.narrow(1, nb_hidden - nb_hidden // 4, nb_hidden // 4) input_r = torch.cat([r, -i, -j, -k], dim=0) input_i = torch.cat([i, r, -k, j], dim=0) input_j = torch.cat([j, k, r, -i], dim=0) input_k = torch.cat([k, -j, i, r], dim=0) input_mat = Variable( torch.cat([input_r, input_i, input_j, input_k], dim=1), requires_grad=False, ) nb_hidden = grad_output.size()[-1] r = grad_output.narrow(1, 0, nb_hidden // 4) i = grad_output.narrow(1, nb_hidden // 4, nb_hidden // 4) j = grad_output.narrow(1, nb_hidden // 2, nb_hidden // 4) k = grad_output.narrow(1, nb_hidden - nb_hidden // 4, nb_hidden // 4) input_r = torch.cat([r, i, j, k], dim=1) input_i = torch.cat([-i, r, k, -j], dim=1) input_j = torch.cat([-j, -k, r, i], dim=1) input_k = torch.cat([-k, j, -i, r], dim=1) grad_mat = torch.cat([input_r, input_i, input_j, input_k], dim=0) if ctx.needs_input_grad[0]: grad_input = grad_output.mm(cat_kernels_4_quaternion_T) if ctx.needs_input_grad[1]: grad_weight = grad_mat.permute(1, 0).mm(input_mat).permute(1, 0) unit_size_x = r_weight.size(0) unit_size_y = r_weight.size(1) grad_weight_r = grad_weight.narrow(0, 0, unit_size_x).narrow( 1, 0, unit_size_y ) grad_weight_i = grad_weight.narrow(0, 0, unit_size_x).narrow( 1, unit_size_y, unit_size_y ) grad_weight_j = grad_weight.narrow(0, 0, unit_size_x).narrow( 1, unit_size_y * 2, unit_size_y ) grad_weight_k = grad_weight.narrow(0, 0, unit_size_x).narrow( 1, unit_size_y * 3, unit_size_y ) if ctx.needs_input_grad[5]: grad_bias = grad_output.sum(0).squeeze(0) return ( grad_input, grad_weight_r, grad_weight_i, grad_weight_j, grad_weight_k, grad_bias, ) def quaternion_linear_op(input, r_weight, i_weight, j_weight, k_weight, bias): """ Applies a quaternion linear transformation to the incoming data: It is important to notice that the forward phase of a QNN is defined as W * Inputs (with * equal to the Hamilton product). The constructed cat_kernels_4_quaternion is a modified version of the quaternion representation so when we do torch.mm(Input,W) it's equivalent to W * Inputs. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter """ cat_kernels_4_r = torch.cat([r_weight, -i_weight, -j_weight, -k_weight], dim=0) cat_kernels_4_i = torch.cat([i_weight, r_weight, -k_weight, j_weight], dim=0) cat_kernels_4_j = torch.cat([j_weight, k_weight, r_weight, -i_weight], dim=0) cat_kernels_4_k = torch.cat([k_weight, -j_weight, i_weight, r_weight], dim=0) cat_kernels_4_quaternion = torch.cat( [cat_kernels_4_r, cat_kernels_4_i, cat_kernels_4_j, cat_kernels_4_k], dim=1, ) if input.dim() == 2: if bias.requires_grad: return torch.addmm(bias, input, cat_kernels_4_quaternion) else: return torch.mm(input, cat_kernels_4_quaternion) else: output = torch.matmul(input, cat_kernels_4_quaternion) if bias.requires_grad: return output + bias else: return output def quaternion_linear_rotation_op( input, r_weight, i_weight, j_weight, k_weight, bias, scale, zero_kernel ): """ Applies a quaternion rotation transformation to the incoming data: The rotation W*x*W^t can be replaced by R*x following: https://en.wikipedia.org/wiki/Quaternions_and_spatial_rotation Works for unitary and non-unitary weights (they will be normalized). The initial size of the input must be a multiple of 4 with the real part equal to zero. Rotations only affect the vector part of a quaternion. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter scale : torch.Parameter In the context of a spinor neural network, multiple rotations of the input vector x are performed and summed. Hence, the norm of the output vector always increases with the number of layers, making the neural network instable with deep configurations. The scale parameters are learnable parameters that acts like gates by multiplying the output vector with a small trainable parameter. zero_kernel : torch.Parameter The zero kernel is simply a tensor of zeros with require grad = False. Its shape is equivalent to a quaternion component shape. In fact, it is only needed to make the dimensions match when using the rotation matrix : https://en.wikipedia.org/wiki/Quaternions_and_spatial_rotation """ square_r = r_weight * r_weight square_i = i_weight * i_weight square_j = j_weight * j_weight square_k = k_weight * k_weight norm = torch.sqrt(square_r + square_i + square_j + square_k) + 0.0001 r_n_weight = r_weight / norm i_n_weight = i_weight / norm j_n_weight = j_weight / norm k_n_weight = k_weight / norm norm_factor = 2.0 square_i = norm_factor * (i_n_weight * i_n_weight) square_j = norm_factor * (j_n_weight * j_n_weight) square_k = norm_factor * (k_n_weight * k_n_weight) ri = norm_factor * r_n_weight * i_n_weight rj = norm_factor * r_n_weight * j_n_weight rk = norm_factor * r_n_weight * k_n_weight ij = norm_factor * i_n_weight * j_n_weight ik = norm_factor * i_n_weight * k_n_weight jk = norm_factor * j_n_weight * k_n_weight if scale.requires_grad: rot_kernel_1 = torch.cat( [ zero_kernel, scale * (1.0 - (square_j + square_k)), scale * (ij - rk), scale * (ik + rj), ], dim=1, ) rot_kernel_2 = torch.cat( [ zero_kernel, scale * (ij + rk), scale * (1.0 - (square_i + square_k)), scale * (jk - ri), ], dim=1, ) rot_kernel_3 = torch.cat( [ zero_kernel, scale * (ik - rj), scale * (jk + ri), scale * (1.0 - (square_i + square_j)), ], dim=1, ) else: rot_kernel_1 = torch.cat( [zero_kernel, (1.0 - (square_j + square_k)), (ij - rk), (ik + rj)], dim=1, ) rot_kernel_2 = torch.cat( [zero_kernel, (ij + rk), (1.0 - (square_i + square_k)), (jk - ri)], dim=1, ) rot_kernel_3 = torch.cat( [zero_kernel, (ik - rj), (jk + ri), (1.0 - (square_i + square_j))], dim=1, ) zero_kernel2 = torch.cat( [zero_kernel, zero_kernel, zero_kernel, zero_kernel], dim=1 ) global_rot_kernel = torch.cat( [zero_kernel2, rot_kernel_1, rot_kernel_2, rot_kernel_3], dim=0 ) if input.dim() == 2: if bias.requires_grad: return torch.addmm(bias, input, global_rot_kernel) else: return torch.mm(input, global_rot_kernel) else: output = torch.matmul(input, global_rot_kernel) if bias.requires_grad: return output + bias else: return output def quaternion_conv_rotation_op( input, r_weight, i_weight, j_weight, k_weight, bias, scale, zero_kernel, stride: int, padding: int, groups: int, dilation: int, conv1d: bool, ): """ Applies a quaternion rotation transformation to the incoming data: The rotation W*x*W^t can be replaced by R*x following: https://en.wikipedia.org/wiki/Quaternions_and_spatial_rotation Works for unitary and non-unitary weights (they will be normalized). The initial size of the input must be a multiple of 4 with the real part equal to zero. Rotations only affect the vector part of a quaternion. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. conv1d : bool If true, a 1D convolution operation will be applied. Otherwise, a 2D convolution is called. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter scale : torch.Parameter In the context of a spinor neural network, multiple rotations of the input vector x are performed and summed. Hence, the norm of the output vector always increases with the number of layers, making the neural network instable with deep configurations. The scale parameters are learnable parameters that acts like gates by multiplying the output vector with a small trainable parameter. zero_kernel : torch.Parameter The zero kernel is simply a tensor of zeros with require grad = False. Its shape is equivalent to a quaternion component shape. In fact, it is only needed to make the dimensions match when using the rotation matrix : https://en.wikipedia.org/wiki/Quaternions_and_spatial_rotation """ square_r = r_weight * r_weight square_i = i_weight * i_weight square_j = j_weight * j_weight square_k = k_weight * k_weight norm = torch.sqrt(square_r + square_i + square_j + square_k + 0.0001) r_n_weight = r_weight / norm i_n_weight = i_weight / norm j_n_weight = j_weight / norm k_n_weight = k_weight / norm norm_factor = 2.0 square_i = norm_factor * (i_n_weight * i_n_weight) square_j = norm_factor * (j_n_weight * j_n_weight) square_k = norm_factor * (k_n_weight * k_n_weight) ri = norm_factor * r_n_weight * i_n_weight rj = norm_factor * r_n_weight * j_n_weight rk = norm_factor * r_n_weight * k_n_weight ij = norm_factor * i_n_weight * j_n_weight ik = norm_factor * i_n_weight * k_n_weight jk = norm_factor * j_n_weight * k_n_weight if scale.requires_grad: rot_kernel_1 = torch.cat( [ zero_kernel, scale * (1.0 - (square_j + square_k)), scale * (ij - rk), scale * (ik + rj), ], dim=1, ) rot_kernel_2 = torch.cat( [ zero_kernel, scale * (ij + rk), scale * (1.0 - (square_i + square_k)), scale * (jk - ri), ], dim=1, ) rot_kernel_3 = torch.cat( [ zero_kernel, scale * (ik - rj), scale * (jk + ri), scale * (1.0 - (square_i + square_j)), ], dim=1, ) else: rot_kernel_1 = torch.cat( [zero_kernel, (1.0 - (square_j + square_k)), (ij - rk), (ik + rj)], dim=1, ) rot_kernel_2 = torch.cat( [zero_kernel, (ij + rk), (1.0 - (square_i + square_k)), (jk - ri)], dim=1, ) rot_kernel_3 = torch.cat( [zero_kernel, (ik - rj), (jk + ri), (1.0 - (square_i + square_j))], dim=1, ) zero_kernel2 = torch.cat( [zero_kernel, zero_kernel, zero_kernel, zero_kernel], dim=1 ) global_rot_kernel = torch.cat( [zero_kernel2, rot_kernel_1, rot_kernel_2, rot_kernel_3], dim=0 ) if conv1d: return F.conv1d( input=input, weight=global_rot_kernel, bias=bias, stride=stride, padding=padding, dilation=dilation, groups=groups, ) else: return F.conv2d( input=input, weight=global_rot_kernel, bias=bias, stride=stride, padding=padding, dilation=dilation, groups=groups, ) def quaternion_conv_op( input, r_weight, i_weight, j_weight, k_weight, bias, stride: int, padding: int, groups: int, dilation: int, conv1d: bool, ): """ Applies a quaternion convolution transformation to the incoming data: It is important to notice that the forward phase of a QCNN is defined as W * Inputs (with * equal to the Hamilton product). The constructed cat_kernels_4_quaternion is a modified version of the quaternion representation so when we do torch.mm(Input,W) it's equivalent to W * Inputs. Arguments --------- input : torch.Tensor Quaternion input tensor to be transformed. conv1d : bool If true, a 1D convolution operation will be applied. Otherwise, a 2D convolution is called. r_weight : torch.Parameter Real part of the quaternion weight matrix of this layer. i_weight : torch.Parameter First imaginary part of the quaternion weight matrix of this layer. j_weight : torch.Parameter Second imaginary part of the quaternion weight matrix of this layer. k_weight : torch.Parameter Third imaginary part of the quaternion weight matrix of this layer. bias : torch.Parameter stride : int Stride factor of the convolutional filters. padding : int Amount of padding. See torch.nn documentation for more information. groups : int This option specifies the convolutional groups. See torch.nn documentation for more information. dilation : int Dilation factor of the convolutional filters. """ cat_kernels_4_r = torch.cat([r_weight, -i_weight, -j_weight, -k_weight], dim=1) cat_kernels_4_i = torch.cat([i_weight, r_weight, -k_weight, j_weight], dim=1) cat_kernels_4_j = torch.cat([j_weight, k_weight, r_weight, -i_weight], dim=1) cat_kernels_4_k = torch.cat([k_weight, -j_weight, i_weight, r_weight], dim=1) cat_kernels_4_quaternion = torch.cat( [cat_kernels_4_r, cat_kernels_4_i, cat_kernels_4_j, cat_kernels_4_k], dim=0, ) if conv1d: return F.conv1d( input=input, weight=cat_kernels_4_quaternion, bias=bias, stride=stride, padding=padding, dilation=dilation, groups=groups, ) else: return F.conv2d( input=input, weight=cat_kernels_4_quaternion, bias=bias, stride=stride, padding=padding, dilation=dilation, groups=groups, ) def quaternion_init(in_features, out_features, kernel_size=None, criterion="glorot"): """Returns a matrix of quaternion numbers initialized with the method described in "Quaternion Recurrent Neural Network " - Parcollt T. Arguments --------- in_features : int Number of real values of the input layer (quaternion // 4). out_features : int Number of real values of the output layer (quaternion // 4). kernel_size : int Kernel_size for convolutional layers (ex: (3,3)). criterion : str (glorot, he) """ np.random.seed(seed=torch.initial_seed() % (2**31 - 1)) if kernel_size is not None: receptive_field = np.prod(kernel_size) fan_in = in_features * receptive_field fan_out = out_features * receptive_field else: fan_in = in_features fan_out = out_features if criterion == "glorot": s = 1.0 / np.sqrt(2 * (fan_in + fan_out)) else: s = 1.0 / np.sqrt(2 * fan_in) if kernel_size is None: kernel_shape = (in_features, out_features) else: if type(kernel_size) is int: kernel_shape = (out_features, in_features) + tuple((kernel_size,)) else: kernel_shape = (out_features, in_features) + (*kernel_size,) modulus = torch.from_numpy(chi.rvs(4, loc=0, scale=s, size=kernel_shape)) number_of_weights = np.prod(kernel_shape) v_i = torch.FloatTensor(number_of_weights).uniform_(-1, 1) v_j = torch.FloatTensor(number_of_weights).uniform_(-1, 1) v_k = torch.FloatTensor(number_of_weights).uniform_(-1, 1) for i in range(0, number_of_weights): norm = torch.sqrt(v_i[i] ** 2 + v_j[i] ** 2 + v_k[i] ** 2) + 0.0001 v_i[i] /= norm v_j[i] /= norm v_k[i] /= norm v_i = v_i.reshape(kernel_shape) v_j = v_j.reshape(kernel_shape) v_k = v_k.reshape(kernel_shape) phase = torch.rand(kernel_shape).uniform_(-math.pi, math.pi) weight_r = modulus * torch.cos(phase) weight_i = modulus * v_i * torch.sin(phase) weight_j = modulus * v_j * torch.sin(phase) weight_k = modulus * v_k * torch.sin(phase) return (weight_r, weight_i, weight_j, weight_k) def unitary_init(in_features, out_features, kernel_size=None, criterion="he"): """Returns a matrix of unitary quaternion numbers. Arguments --------- in_features : int Number of real values of the input layer (quaternion // 4). out_features : int Number of real values of the output layer (quaternion // 4). kernel_size : int Kernel_size for convolutional layers (ex: (3,3)). criterion : str (glorot, he) """ if kernel_size is None: kernel_shape = (in_features, out_features) else: if type(kernel_size) is int: kernel_shape = (out_features, in_features) + tuple((kernel_size,)) else: kernel_shape = (out_features, in_features) + (*kernel_size,) number_of_weights = np.prod(kernel_shape) v_r = torch.FloatTensor(number_of_weights).uniform_(-1, 1) v_i = torch.FloatTensor(number_of_weights).uniform_(-1, 1) v_j = torch.FloatTensor(number_of_weights).uniform_(-1, 1) v_k = torch.FloatTensor(number_of_weights).uniform_(-1, 1) for i in range(0, number_of_weights): norm = ( torch.sqrt(v_r[i] ** 2 + v_i[i] ** 2 + v_j[i] ** 2 + v_k[i] ** 2) + 0.0001 ) v_r[i] /= norm v_i[i] /= norm v_j[i] /= norm v_k[i] /= norm v_r = v_r.reshape(kernel_shape) v_i = v_i.reshape(kernel_shape) v_j = v_j.reshape(kernel_shape) v_k = v_k.reshape(kernel_shape) return (v_r, v_i, v_j, v_k) def affect_init(r_weight, i_weight, j_weight, k_weight, init_func, init_criterion): """Applies the weight initialization function given to the parameters. Arguments --------- r_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) i_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) j_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) k_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) init_func : function (unitary_init, quaternion_init) init_criterion : str (glorot, he) """ r, i, j, k = init_func( r_weight.size(0), r_weight.size(1), None, init_criterion, ) r_weight.data = r.type_as(r_weight.data) i_weight.data = i.type_as(i_weight.data) j_weight.data = j.type_as(j_weight.data) k_weight.data = k.type_as(k_weight.data) def affect_conv_init( r_weight, i_weight, j_weight, k_weight, kernel_size, init_func, init_criterion, ): """Applies the weight initialization function given to the parameters. This is specifically written for convolutional layers. Arguments --------- r_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) i_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) j_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) k_weight : torch.Parameters (nb_quaternion_in, nb_quaternion_out) kernel_size : int Kernel size. init_func : function (unitary_init, quaternion_init) init_criterion : str (glorot, he) """ in_channels = r_weight.size(1) out_channels = r_weight.size(0) r, i, j, k = init_func( in_channels, out_channels, kernel_size=kernel_size, criterion=init_criterion, ) r_weight.data = r.type_as(r_weight.data) i_weight.data = i.type_as(i_weight.data) j_weight.data = j.type_as(j_weight.data) k_weight.data = k.type_as(k_weight.data) def check_quaternion_input(input_shape): """Check the quaternion-valued shape for a linear layer. Arguments --------- input_shape : tuple Expected shape of the input. """ if len(input_shape) not in {1, 2, 3}: raise Exception( "Quaternion linear accepts only input of dimension 2 or 3." " input.dim = " + str(input.dim()) ) nb_hidden = input_shape[-1] if nb_hidden % 4 != 0: raise Exception( "Quaternion Tensors must have dimensions divisible by 4." " input.size()[1] = " + str(nb_hidden) )
data/speechbrain-0.5.16/speechbrain/nnet/quaternion_networks/q_ops.py
9,002
9,042
55,619
LOAD_CONST '\n Akeyless API\n\n The purpose of this application is to provide access to Akeyless API. # noqa: E501\n\n The version of the OpenAPI document: 2.0\n Contact: [email protected]\n Generated by: https://openapi-generator.tech\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('Configuration',) IMPORT_NAME akeyless.configuration IMPORT_FROM Configuration STORE_NAME Configuration POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object GatewayUpdateItem at 0x7fab641ca030, file "f.py", line 20> LOAD_CONST 'GatewayUpdateItem' MAKE_FUNCTION LOAD_CONST 'GatewayUpdateItem' LOAD_NAME object CALL_FUNCTION STORE_NAME GatewayUpdateItem LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GatewayUpdateItem' STORE_NAME __qualname__ LOAD_CONST 'NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n ' STORE_NAME __doc__ LOAD_CONST 'list[str]' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'list[str]' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('add_tag', 'api_id', 'api_key', 'app_id', 'auto_rotate', 'custom_payload', 'delete_protection', 'description', 'gcp_key', 'gcp_service_account_email', 'gcp_service_account_key_id', 'json', 'keep_prev_version', 'key', 'name', 'new_metadata', 'new_name', 'new_version', 'rm_tag', 'rotated_password', 'rotated_username', 'rotation_hour', 'rotation_interval', 'rotator_creds_type', 'token', 'type', 'uid_token') BUILD_CONST_KEY_MAP STORE_NAME openapi_types LOAD_CONST 'add-tag' LOAD_CONST 'api-id' LOAD_CONST 'api-key' LOAD_CONST 'app-id' LOAD_CONST 'auto-rotate' LOAD_CONST 'custom-payload' LOAD_CONST 'delete_protection' LOAD_CONST 'description' LOAD_CONST 'gcp-key' LOAD_CONST 'gcp-service-account-email' LOAD_CONST 'gcp-service-account-key-id' LOAD_CONST 'json' LOAD_CONST 'keep-prev-version' LOAD_CONST 'key' LOAD_CONST 'name' LOAD_CONST 'new-metadata' LOAD_CONST 'new-name' LOAD_CONST 'new-version' LOAD_CONST 'rm-tag' LOAD_CONST 'rotated-password' LOAD_CONST 'rotated-username' LOAD_CONST 'rotation-hour' LOAD_CONST 'rotation-interval' LOAD_CONST 'rotator-creds-type' LOAD_CONST 'token' LOAD_CONST 'type' LOAD_CONST 'uid-token' LOAD_CONST ('add_tag', 'api_id', 'api_key', 'app_id', 'auto_rotate', 'custom_payload', 'delete_protection', 'description', 'gcp_key', 'gcp_service_account_email', 'gcp_service_account_key_id', 'json', 'keep_prev_version', 'key', 'name', 'new_metadata', 'new_name', 'new_version', 'rm_tag', 'rotated_password', 'rotated_username', 'rotation_hour', 'rotation_interval', 'rotator_creds_type', 'token', 'type', 'uid_token') BUILD_CONST_KEY_MAP STORE_NAME attribute_map LOAD_CONST (None, None, None, None, None, None, None, 'default_metadata', None, None, None, False, None, None, None, 'default_metadata', None, None, None, None, None, 0, None, 'use-self-creds', None, None, None, None) LOAD_CONST <code object __init__ at 0x7fab823c2e40, file "f.py", line 94> LOAD_CONST 'GatewayUpdateItem.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object add_tag at 0x7fab823c2ed0, file "f.py", line 212> LOAD_CONST 'GatewayUpdateItem.add_tag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME add_tag LOAD_NAME add_tag LOAD_ATTR setter LOAD_CONST <code object add_tag at 0x7fab823c2f60, file "f.py", line 223> LOAD_CONST 'GatewayUpdateItem.add_tag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME add_tag LOAD_NAME property LOAD_CONST <code object api_id at 0x7fab823c2c00, file "f.py", line 235> LOAD_CONST 'GatewayUpdateItem.api_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_id LOAD_NAME api_id LOAD_ATTR setter LOAD_CONST <code object api_id at 0x7fab823c2ae0, file "f.py", line 246> LOAD_CONST 'GatewayUpdateItem.api_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_id LOAD_NAME property LOAD_CONST <code object api_key at 0x7fab823c2b70, file "f.py", line 258> LOAD_CONST 'GatewayUpdateItem.api_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_key LOAD_NAME api_key LOAD_ATTR setter LOAD_CONST <code object api_key at 0x7fab823c2c90, file "f.py", line 269> LOAD_CONST 'GatewayUpdateItem.api_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_key LOAD_NAME property LOAD_CONST <code object app_id at 0x7fab81f5f030, file "f.py", line 281> LOAD_CONST 'GatewayUpdateItem.app_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME app_id LOAD_NAME app_id LOAD_ATTR setter LOAD_CONST <code object app_id at 0x7fab81f5f0c0, file "f.py", line 292> LOAD_CONST 'GatewayUpdateItem.app_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME app_id LOAD_NAME property LOAD_CONST <code object auto_rotate at 0x7fab81f5f150, file "f.py", line 304> LOAD_CONST 'GatewayUpdateItem.auto_rotate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME auto_rotate LOAD_NAME auto_rotate LOAD_ATTR setter LOAD_CONST <code object auto_rotate at 0x7fab81f5f1e0, file "f.py", line 315> LOAD_CONST 'GatewayUpdateItem.auto_rotate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME auto_rotate LOAD_NAME property LOAD_CONST <code object custom_payload at 0x7fab81f5f270, file "f.py", line 327> LOAD_CONST 'GatewayUpdateItem.custom_payload' MAKE_FUNCTION CALL_FUNCTION STORE_NAME custom_payload LOAD_NAME custom_payload LOAD_ATTR setter LOAD_CONST <code object custom_payload at 0x7fab81f5f300, file "f.py", line 338> LOAD_CONST 'GatewayUpdateItem.custom_payload' MAKE_FUNCTION CALL_FUNCTION STORE_NAME custom_payload LOAD_NAME property LOAD_CONST <code object delete_protection at 0x7fab81f5f390, file "f.py", line 350> LOAD_CONST 'GatewayUpdateItem.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME delete_protection LOAD_ATTR setter LOAD_CONST <code object delete_protection at 0x7fab81f5f420, file "f.py", line 361> LOAD_CONST 'GatewayUpdateItem.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME property LOAD_CONST <code object description at 0x7fab81f5f4b0, file "f.py", line 373> LOAD_CONST 'GatewayUpdateItem.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_CONST <code object description at 0x7fab81f5f540, file "f.py", line 384> LOAD_CONST 'GatewayUpdateItem.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_CONST <code object gcp_key at 0x7fab81f5f5d0, file "f.py", line 396> LOAD_CONST 'GatewayUpdateItem.gcp_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_key LOAD_NAME gcp_key LOAD_ATTR setter LOAD_CONST <code object gcp_key at 0x7fab81f5f660, file "f.py", line 407> LOAD_CONST 'GatewayUpdateItem.gcp_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_key LOAD_NAME property LOAD_CONST <code object gcp_service_account_email at 0x7fab81f5f6f0, file "f.py", line 419> LOAD_CONST 'GatewayUpdateItem.gcp_service_account_email' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_service_account_email LOAD_NAME gcp_service_account_email LOAD_ATTR setter LOAD_CONST <code object gcp_service_account_email at 0x7fab81f5f780, file "f.py", line 430> LOAD_CONST 'GatewayUpdateItem.gcp_service_account_email' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_service_account_email LOAD_NAME property LOAD_CONST <code object gcp_service_account_key_id at 0x7fab81f5f810, file "f.py", line 442> LOAD_CONST 'GatewayUpdateItem.gcp_service_account_key_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_service_account_key_id LOAD_NAME gcp_service_account_key_id LOAD_ATTR setter LOAD_CONST <code object gcp_service_account_key_id at 0x7fab81f5f8a0, file "f.py", line 453> LOAD_CONST 'GatewayUpdateItem.gcp_service_account_key_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gcp_service_account_key_id LOAD_NAME property LOAD_CONST <code object json at 0x7fab81f5f930, file "f.py", line 465> LOAD_CONST 'GatewayUpdateItem.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME json LOAD_ATTR setter LOAD_CONST <code object json at 0x7fab81f5f9c0, file "f.py", line 476> LOAD_CONST 'GatewayUpdateItem.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME property LOAD_CONST <code object keep_prev_version at 0x7fab81f5fa50, file "f.py", line 488> LOAD_CONST 'GatewayUpdateItem.keep_prev_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME keep_prev_version LOAD_NAME keep_prev_version LOAD_ATTR setter LOAD_CONST <code object keep_prev_version at 0x7fab81f5fae0, file "f.py", line 499> LOAD_CONST 'GatewayUpdateItem.keep_prev_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME keep_prev_version LOAD_NAME property LOAD_CONST <code object key at 0x7fab81f5fb70, file "f.py", line 511> LOAD_CONST 'GatewayUpdateItem.key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key LOAD_NAME key LOAD_ATTR setter LOAD_CONST <code object key at 0x7fab81f5fc00, file "f.py", line 522> LOAD_CONST 'GatewayUpdateItem.key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key LOAD_NAME property LOAD_CONST <code object name at 0x7fab81f5fc90, file "f.py", line 534> LOAD_CONST 'GatewayUpdateItem.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_CONST <code object name at 0x7fab81f5fd20, file "f.py", line 545> LOAD_CONST 'GatewayUpdateItem.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST <code object new_metadata at 0x7fab81f5fdb0, file "f.py", line 563> LOAD_CONST 'GatewayUpdateItem.new_metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_metadata LOAD_NAME new_metadata LOAD_ATTR setter LOAD_CONST <code object new_metadata at 0x7fab81f5fe40, file "f.py", line 574> LOAD_CONST 'GatewayUpdateItem.new_metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_metadata LOAD_NAME property LOAD_CONST <code object new_name at 0x7fab81f5fed0, file "f.py", line 586> LOAD_CONST 'GatewayUpdateItem.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME new_name LOAD_ATTR setter LOAD_CONST <code object new_name at 0x7fab81f5ff60, file "f.py", line 597> LOAD_CONST 'GatewayUpdateItem.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME property LOAD_CONST <code object new_version at 0x7fab641da030, file "f.py", line 609> LOAD_CONST 'GatewayUpdateItem.new_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_version LOAD_NAME new_version LOAD_ATTR setter LOAD_CONST <code object new_version at 0x7fab641da0c0, file "f.py", line 620> LOAD_CONST 'GatewayUpdateItem.new_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_version LOAD_NAME property LOAD_CONST <code object rm_tag at 0x7fab641da150, file "f.py", line 632> LOAD_CONST 'GatewayUpdateItem.rm_tag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rm_tag LOAD_NAME rm_tag LOAD_ATTR setter LOAD_CONST <code object rm_tag at 0x7fab641da1e0, file "f.py", line 643> LOAD_CONST 'GatewayUpdateItem.rm_tag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rm_tag LOAD_NAME property LOAD_CONST <code object rotated_password at 0x7fab641da270, file "f.py", line 655> LOAD_CONST 'GatewayUpdateItem.rotated_password' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotated_password LOAD_NAME rotated_password LOAD_ATTR setter LOAD_CONST <code object rotated_password at 0x7fab641da300, file "f.py", line 666> LOAD_CONST 'GatewayUpdateItem.rotated_password' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotated_password LOAD_NAME property LOAD_CONST <code object rotated_username at 0x7fab641da390, file "f.py", line 678> LOAD_CONST 'GatewayUpdateItem.rotated_username' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotated_username LOAD_NAME rotated_username LOAD_ATTR setter LOAD_CONST <code object rotated_username at 0x7fab641da420, file "f.py", line 689> LOAD_CONST 'GatewayUpdateItem.rotated_username' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotated_username LOAD_NAME property LOAD_CONST <code object rotation_hour at 0x7fab641da4b0, file "f.py", line 701> LOAD_CONST 'GatewayUpdateItem.rotation_hour' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotation_hour LOAD_NAME rotation_hour LOAD_ATTR setter LOAD_CONST <code object rotation_hour at 0x7fab641da540, file "f.py", line 712> LOAD_CONST 'GatewayUpdateItem.rotation_hour' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotation_hour LOAD_NAME property LOAD_CONST <code object rotation_interval at 0x7fab641da5d0, file "f.py", line 724> LOAD_CONST 'GatewayUpdateItem.rotation_interval' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotation_interval LOAD_NAME rotation_interval LOAD_ATTR setter LOAD_CONST <code object rotation_interval at 0x7fab641da660, file "f.py", line 735> LOAD_CONST 'GatewayUpdateItem.rotation_interval' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotation_interval LOAD_NAME property LOAD_CONST <code object rotator_creds_type at 0x7fab641da6f0, file "f.py", line 747> LOAD_CONST 'GatewayUpdateItem.rotator_creds_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotator_creds_type LOAD_NAME rotator_creds_type LOAD_ATTR setter LOAD_CONST <code object rotator_creds_type at 0x7fab641da780, file "f.py", line 758> LOAD_CONST 'GatewayUpdateItem.rotator_creds_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rotator_creds_type LOAD_NAME property LOAD_CONST <code object token at 0x7fab641da810, file "f.py", line 770> LOAD_CONST 'GatewayUpdateItem.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME token LOAD_ATTR setter LOAD_CONST <code object token at 0x7fab641da8a0, file "f.py", line 781> LOAD_CONST 'GatewayUpdateItem.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME property LOAD_CONST <code object type at 0x7fab641da930, file "f.py", line 793> LOAD_CONST 'GatewayUpdateItem.type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_NAME type LOAD_ATTR setter LOAD_CONST <code object type at 0x7fab641da9c0, file "f.py", line 804> LOAD_CONST 'GatewayUpdateItem.type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_NAME property LOAD_CONST <code object uid_token at 0x7fab641daa50, file "f.py", line 822> LOAD_CONST 'GatewayUpdateItem.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_NAME uid_token LOAD_ATTR setter LOAD_CONST <code object uid_token at 0x7fab641daae0, file "f.py", line 833> LOAD_CONST 'GatewayUpdateItem.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_CONST <code object to_dict at 0x7fab641dad20, file "f.py", line 845> LOAD_CONST 'GatewayUpdateItem.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object to_str at 0x7fab641dadb0, file "f.py", line 873> LOAD_CONST 'GatewayUpdateItem.to_str' MAKE_FUNCTION STORE_NAME to_str LOAD_CONST <code object __repr__ at 0x7fab641dae40, file "f.py", line 877> LOAD_CONST 'GatewayUpdateItem.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab641daed0, file "f.py", line 881> LOAD_CONST 'GatewayUpdateItem.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab641daf60, file "f.py", line 888> LOAD_CONST 'GatewayUpdateItem.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_FAST local_vars_configuration LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Configuration CALL_FUNCTION STORE_FAST local_vars_configuration LOAD_FAST local_vars_configuration LOAD_FAST self STORE_ATTR local_vars_configuration LOAD_CONST None LOAD_FAST self STORE_ATTR _add_tag LOAD_CONST None LOAD_FAST self STORE_ATTR _api_id LOAD_CONST None LOAD_FAST self STORE_ATTR _api_key LOAD_CONST None LOAD_FAST self STORE_ATTR _app_id LOAD_CONST None LOAD_FAST self STORE_ATTR _auto_rotate LOAD_CONST None LOAD_FAST self STORE_ATTR _custom_payload LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None LOAD_FAST self STORE_ATTR _description LOAD_CONST None LOAD_FAST self STORE_ATTR _gcp_key LOAD_CONST None LOAD_FAST self STORE_ATTR _gcp_service_account_email LOAD_CONST None LOAD_FAST self STORE_ATTR _gcp_service_account_key_id LOAD_CONST None LOAD_FAST self STORE_ATTR _json LOAD_CONST None LOAD_FAST self STORE_ATTR _keep_prev_version LOAD_CONST None LOAD_FAST self STORE_ATTR _key LOAD_CONST None LOAD_FAST self STORE_ATTR _name LOAD_CONST None LOAD_FAST self STORE_ATTR _new_metadata LOAD_CONST None LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None LOAD_FAST self STORE_ATTR _new_version LOAD_CONST None LOAD_FAST self STORE_ATTR _rm_tag LOAD_CONST None LOAD_FAST self STORE_ATTR _rotated_password LOAD_CONST None LOAD_FAST self STORE_ATTR _rotated_username LOAD_CONST None LOAD_FAST self STORE_ATTR _rotation_hour LOAD_CONST None LOAD_FAST self STORE_ATTR _rotation_interval LOAD_CONST None LOAD_FAST self STORE_ATTR _rotator_creds_type LOAD_CONST None LOAD_FAST self STORE_ATTR _token LOAD_CONST None LOAD_FAST self STORE_ATTR _type LOAD_CONST None LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None LOAD_FAST self STORE_ATTR discriminator LOAD_FAST add_tag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST add_tag LOAD_FAST self STORE_ATTR add_tag LOAD_FAST api_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_id LOAD_FAST self STORE_ATTR api_id LOAD_FAST api_key LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_key LOAD_FAST self STORE_ATTR api_key LOAD_FAST app_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST app_id LOAD_FAST self STORE_ATTR app_id LOAD_FAST auto_rotate LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST auto_rotate LOAD_FAST self STORE_ATTR auto_rotate LOAD_FAST custom_payload LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST custom_payload LOAD_FAST self STORE_ATTR custom_payload LOAD_FAST delete_protection LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR delete_protection LOAD_FAST description LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST description LOAD_FAST self STORE_ATTR description LOAD_FAST gcp_key LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST gcp_key LOAD_FAST self STORE_ATTR gcp_key LOAD_FAST gcp_service_account_email LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST gcp_service_account_email LOAD_FAST self STORE_ATTR gcp_service_account_email LOAD_FAST gcp_service_account_key_id LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST gcp_service_account_key_id LOAD_FAST self STORE_ATTR gcp_service_account_key_id LOAD_FAST json LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST json LOAD_FAST self STORE_ATTR json LOAD_FAST keep_prev_version LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST keep_prev_version LOAD_FAST self STORE_ATTR keep_prev_version LOAD_FAST key LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST key LOAD_FAST self STORE_ATTR key LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST new_metadata LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_metadata LOAD_FAST self STORE_ATTR new_metadata LOAD_FAST new_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST self STORE_ATTR new_name LOAD_FAST new_version LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_version LOAD_FAST self STORE_ATTR new_version LOAD_FAST rm_tag LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rm_tag LOAD_FAST self STORE_ATTR rm_tag LOAD_FAST rotated_password LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rotated_password LOAD_FAST self STORE_ATTR rotated_password LOAD_FAST rotated_username LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rotated_username LOAD_FAST self STORE_ATTR rotated_username LOAD_FAST rotation_hour LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rotation_hour LOAD_FAST self STORE_ATTR rotation_hour LOAD_FAST rotation_interval LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rotation_interval LOAD_FAST self STORE_ATTR rotation_interval LOAD_FAST rotator_creds_type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rotator_creds_type LOAD_FAST self STORE_ATTR rotator_creds_type LOAD_FAST token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST token LOAD_FAST self STORE_ATTR token LOAD_FAST type LOAD_FAST self STORE_ATTR type LOAD_FAST uid_token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR uid_token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _add_tag RETURN_VALUE LOAD_FAST add_tag LOAD_FAST self STORE_ATTR _add_tag LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _api_id RETURN_VALUE LOAD_FAST api_id LOAD_FAST self STORE_ATTR _api_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _api_key RETURN_VALUE LOAD_FAST api_key LOAD_FAST self STORE_ATTR _api_key LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _app_id RETURN_VALUE LOAD_FAST app_id LOAD_FAST self STORE_ATTR _app_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _auto_rotate RETURN_VALUE LOAD_FAST auto_rotate LOAD_FAST self STORE_ATTR _auto_rotate LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _custom_payload RETURN_VALUE LOAD_FAST custom_payload LOAD_FAST self STORE_ATTR _custom_payload LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_protection RETURN_VALUE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _description RETURN_VALUE LOAD_FAST description LOAD_FAST self STORE_ATTR _description LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _gcp_key RETURN_VALUE LOAD_FAST gcp_key LOAD_FAST self STORE_ATTR _gcp_key LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _gcp_service_account_email RETURN_VALUE LOAD_FAST gcp_service_account_email LOAD_FAST self STORE_ATTR _gcp_service_account_email LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _gcp_service_account_key_id RETURN_VALUE LOAD_FAST gcp_service_account_key_id LOAD_FAST self STORE_ATTR _gcp_service_account_key_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _json RETURN_VALUE LOAD_FAST json LOAD_FAST self STORE_ATTR _json LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _keep_prev_version RETURN_VALUE LOAD_FAST keep_prev_version LOAD_FAST self STORE_ATTR _keep_prev_version LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _key RETURN_VALUE LOAD_FAST key LOAD_FAST self STORE_ATTR _key LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `name`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_FAST self STORE_ATTR _name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _new_metadata RETURN_VALUE LOAD_FAST new_metadata LOAD_FAST self STORE_ATTR _new_metadata LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _new_name RETURN_VALUE LOAD_FAST new_name LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _new_version RETURN_VALUE LOAD_FAST new_version LOAD_FAST self STORE_ATTR _new_version LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rm_tag RETURN_VALUE LOAD_FAST rm_tag LOAD_FAST self STORE_ATTR _rm_tag LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rotated_password RETURN_VALUE LOAD_FAST rotated_password LOAD_FAST self STORE_ATTR _rotated_password LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rotated_username RETURN_VALUE LOAD_FAST rotated_username LOAD_FAST self STORE_ATTR _rotated_username LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rotation_hour RETURN_VALUE LOAD_FAST rotation_hour LOAD_FAST self STORE_ATTR _rotation_hour LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rotation_interval RETURN_VALUE LOAD_FAST rotation_interval LOAD_FAST self STORE_ATTR _rotation_interval LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rotator_creds_type RETURN_VALUE LOAD_FAST rotator_creds_type LOAD_FAST self STORE_ATTR _rotator_creds_type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _token RETURN_VALUE LOAD_FAST token LOAD_FAST self STORE_ATTR _token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _type RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `type`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST type LOAD_FAST self STORE_ATTR _type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uid_token RETURN_VALUE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 144 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST self LOAD_ATTR openapi_types CALL_METHOD GET_ITER FOR_ITER to 142 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST _ LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST attr CALL_FUNCTION STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab641dab70, file "f.py", line 853> LOAD_CONST 'GatewayUpdateItem.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL hasattr LOAD_FAST value LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD to_dict CALL_METHOD LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab641dac00, file "f.py", line 860> LOAD_CONST 'GatewayUpdateItem.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST value LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST x LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD to_dict CALL_METHOD RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD to_dict CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_FAST item RETURN_VALUE LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD to_str CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateItem CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateItem CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP != RETURN_VALUE
""" Akeyless API The purpose of this application is to provide access to Akeyless API. # noqa: E501 The version of the OpenAPI document: 2.0 Contact: [email protected] Generated by: https://openapi-generator.tech """ import pprint import re # noqa: F401 import six from akeyless.configuration import Configuration class GatewayUpdateItem(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ openapi_types = { "add_tag": "list[str]", "api_id": "str", "api_key": "str", "app_id": "str", "auto_rotate": "str", "custom_payload": "str", "delete_protection": "str", "description": "str", "gcp_key": "str", "gcp_service_account_email": "str", "gcp_service_account_key_id": "str", "json": "bool", "keep_prev_version": "str", "key": "str", "name": "str", "new_metadata": "str", "new_name": "str", "new_version": "bool", "rm_tag": "list[str]", "rotated_password": "str", "rotated_username": "str", "rotation_hour": "int", "rotation_interval": "str", "rotator_creds_type": "str", "token": "str", "type": "str", "uid_token": "str", } attribute_map = { "add_tag": "add-tag", "api_id": "api-id", "api_key": "api-key", "app_id": "app-id", "auto_rotate": "auto-rotate", "custom_payload": "custom-payload", "delete_protection": "delete_protection", "description": "description", "gcp_key": "gcp-key", "gcp_service_account_email": "gcp-service-account-email", "gcp_service_account_key_id": "gcp-service-account-key-id", "json": "json", "keep_prev_version": "keep-prev-version", "key": "key", "name": "name", "new_metadata": "new-metadata", "new_name": "new-name", "new_version": "new-version", "rm_tag": "rm-tag", "rotated_password": "rotated-password", "rotated_username": "rotated-username", "rotation_hour": "rotation-hour", "rotation_interval": "rotation-interval", "rotator_creds_type": "rotator-creds-type", "token": "token", "type": "type", "uid_token": "uid-token", } def __init__( self, add_tag=None, api_id=None, api_key=None, app_id=None, auto_rotate=None, custom_payload=None, delete_protection=None, description="default_metadata", gcp_key=None, gcp_service_account_email=None, gcp_service_account_key_id=None, json=False, keep_prev_version=None, key=None, name=None, new_metadata="default_metadata", new_name=None, new_version=None, rm_tag=None, rotated_password=None, rotated_username=None, rotation_hour=0, rotation_interval=None, rotator_creds_type="use-self-creds", token=None, type=None, uid_token=None, local_vars_configuration=None, ): # noqa: E501 """GatewayUpdateItem - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration self._add_tag = None self._api_id = None self._api_key = None self._app_id = None self._auto_rotate = None self._custom_payload = None self._delete_protection = None self._description = None self._gcp_key = None self._gcp_service_account_email = None self._gcp_service_account_key_id = None self._json = None self._keep_prev_version = None self._key = None self._name = None self._new_metadata = None self._new_name = None self._new_version = None self._rm_tag = None self._rotated_password = None self._rotated_username = None self._rotation_hour = None self._rotation_interval = None self._rotator_creds_type = None self._token = None self._type = None self._uid_token = None self.discriminator = None if add_tag is not None: self.add_tag = add_tag if api_id is not None: self.api_id = api_id if api_key is not None: self.api_key = api_key if app_id is not None: self.app_id = app_id if auto_rotate is not None: self.auto_rotate = auto_rotate if custom_payload is not None: self.custom_payload = custom_payload if delete_protection is not None: self.delete_protection = delete_protection if description is not None: self.description = description if gcp_key is not None: self.gcp_key = gcp_key if gcp_service_account_email is not None: self.gcp_service_account_email = gcp_service_account_email if gcp_service_account_key_id is not None: self.gcp_service_account_key_id = gcp_service_account_key_id if json is not None: self.json = json if keep_prev_version is not None: self.keep_prev_version = keep_prev_version if key is not None: self.key = key self.name = name if new_metadata is not None: self.new_metadata = new_metadata if new_name is not None: self.new_name = new_name if new_version is not None: self.new_version = new_version if rm_tag is not None: self.rm_tag = rm_tag if rotated_password is not None: self.rotated_password = rotated_password if rotated_username is not None: self.rotated_username = rotated_username if rotation_hour is not None: self.rotation_hour = rotation_hour if rotation_interval is not None: self.rotation_interval = rotation_interval if rotator_creds_type is not None: self.rotator_creds_type = rotator_creds_type if token is not None: self.token = token self.type = type if uid_token is not None: self.uid_token = uid_token @property def add_tag(self): """Gets the add_tag of this GatewayUpdateItem. # noqa: E501 List of the new tags that will be attached to this item # noqa: E501 :return: The add_tag of this GatewayUpdateItem. # noqa: E501 :rtype: list[str] """ return self._add_tag @add_tag.setter def add_tag(self, add_tag): """Sets the add_tag of this GatewayUpdateItem. List of the new tags that will be attached to this item # noqa: E501 :param add_tag: The add_tag of this GatewayUpdateItem. # noqa: E501 :type: list[str] """ self._add_tag = add_tag @property def api_id(self): """Gets the api_id of this GatewayUpdateItem. # noqa: E501 API ID to rotate (relevant only for rotator-type=api-key) # noqa: E501 :return: The api_id of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._api_id @api_id.setter def api_id(self, api_id): """Sets the api_id of this GatewayUpdateItem. API ID to rotate (relevant only for rotator-type=api-key) # noqa: E501 :param api_id: The api_id of this GatewayUpdateItem. # noqa: E501 :type: str """ self._api_id = api_id @property def api_key(self): """Gets the api_key of this GatewayUpdateItem. # noqa: E501 API key to rotate (relevant only for rotator-type=api-key) # noqa: E501 :return: The api_key of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._api_key @api_key.setter def api_key(self, api_key): """Sets the api_key of this GatewayUpdateItem. API key to rotate (relevant only for rotator-type=api-key) # noqa: E501 :param api_key: The api_key of this GatewayUpdateItem. # noqa: E501 :type: str """ self._api_key = api_key @property def app_id(self): """Gets the app_id of this GatewayUpdateItem. # noqa: E501 ApplicationId (used in azure) # noqa: E501 :return: The app_id of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._app_id @app_id.setter def app_id(self, app_id): """Sets the app_id of this GatewayUpdateItem. ApplicationId (used in azure) # noqa: E501 :param app_id: The app_id of this GatewayUpdateItem. # noqa: E501 :type: str """ self._app_id = app_id @property def auto_rotate(self): """Gets the auto_rotate of this GatewayUpdateItem. # noqa: E501 Whether to automatically rotate every --rotation-interval days, or disable existing automatic rotation [true/false] # noqa: E501 :return: The auto_rotate of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._auto_rotate @auto_rotate.setter def auto_rotate(self, auto_rotate): """Sets the auto_rotate of this GatewayUpdateItem. Whether to automatically rotate every --rotation-interval days, or disable existing automatic rotation [true/false] # noqa: E501 :param auto_rotate: The auto_rotate of this GatewayUpdateItem. # noqa: E501 :type: str """ self._auto_rotate = auto_rotate @property def custom_payload(self): """Gets the custom_payload of this GatewayUpdateItem. # noqa: E501 Secret payload to be sent with rotation request (relevant only for rotator-type=custom) # noqa: E501 :return: The custom_payload of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._custom_payload @custom_payload.setter def custom_payload(self, custom_payload): """Sets the custom_payload of this GatewayUpdateItem. Secret payload to be sent with rotation request (relevant only for rotator-type=custom) # noqa: E501 :param custom_payload: The custom_payload of this GatewayUpdateItem. # noqa: E501 :type: str """ self._custom_payload = custom_payload @property def delete_protection(self): """Gets the delete_protection of this GatewayUpdateItem. # noqa: E501 Protection from accidental deletion of this item [true/false] # noqa: E501 :return: The delete_protection of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._delete_protection @delete_protection.setter def delete_protection(self, delete_protection): """Sets the delete_protection of this GatewayUpdateItem. Protection from accidental deletion of this item [true/false] # noqa: E501 :param delete_protection: The delete_protection of this GatewayUpdateItem. # noqa: E501 :type: str """ self._delete_protection = delete_protection @property def description(self): """Gets the description of this GatewayUpdateItem. # noqa: E501 Description of the object # noqa: E501 :return: The description of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._description @description.setter def description(self, description): """Sets the description of this GatewayUpdateItem. Description of the object # noqa: E501 :param description: The description of this GatewayUpdateItem. # noqa: E501 :type: str """ self._description = description @property def gcp_key(self): """Gets the gcp_key of this GatewayUpdateItem. # noqa: E501 Base64-encoded service account private key text # noqa: E501 :return: The gcp_key of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._gcp_key @gcp_key.setter def gcp_key(self, gcp_key): """Sets the gcp_key of this GatewayUpdateItem. Base64-encoded service account private key text # noqa: E501 :param gcp_key: The gcp_key of this GatewayUpdateItem. # noqa: E501 :type: str """ self._gcp_key = gcp_key @property def gcp_service_account_email(self): """Gets the gcp_service_account_email of this GatewayUpdateItem. # noqa: E501 The email of the gcp service account to rotate # noqa: E501 :return: The gcp_service_account_email of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._gcp_service_account_email @gcp_service_account_email.setter def gcp_service_account_email(self, gcp_service_account_email): """Sets the gcp_service_account_email of this GatewayUpdateItem. The email of the gcp service account to rotate # noqa: E501 :param gcp_service_account_email: The gcp_service_account_email of this GatewayUpdateItem. # noqa: E501 :type: str """ self._gcp_service_account_email = gcp_service_account_email @property def gcp_service_account_key_id(self): """Gets the gcp_service_account_key_id of this GatewayUpdateItem. # noqa: E501 The key id of the gcp service account to rotate # noqa: E501 :return: The gcp_service_account_key_id of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._gcp_service_account_key_id @gcp_service_account_key_id.setter def gcp_service_account_key_id(self, gcp_service_account_key_id): """Sets the gcp_service_account_key_id of this GatewayUpdateItem. The key id of the gcp service account to rotate # noqa: E501 :param gcp_service_account_key_id: The gcp_service_account_key_id of this GatewayUpdateItem. # noqa: E501 :type: str """ self._gcp_service_account_key_id = gcp_service_account_key_id @property def json(self): """Gets the json of this GatewayUpdateItem. # noqa: E501 Set output format to JSON # noqa: E501 :return: The json of this GatewayUpdateItem. # noqa: E501 :rtype: bool """ return self._json @json.setter def json(self, json): """Sets the json of this GatewayUpdateItem. Set output format to JSON # noqa: E501 :param json: The json of this GatewayUpdateItem. # noqa: E501 :type: bool """ self._json = json @property def keep_prev_version(self): """Gets the keep_prev_version of this GatewayUpdateItem. # noqa: E501 Whether to keep previous version [true/false]. (relevant only for --type=rotated-secret). If not set, use default according to account settings # noqa: E501 :return: The keep_prev_version of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._keep_prev_version @keep_prev_version.setter def keep_prev_version(self, keep_prev_version): """Sets the keep_prev_version of this GatewayUpdateItem. Whether to keep previous version [true/false]. (relevant only for --type=rotated-secret). If not set, use default according to account settings # noqa: E501 :param keep_prev_version: The keep_prev_version of this GatewayUpdateItem. # noqa: E501 :type: str """ self._keep_prev_version = keep_prev_version @property def key(self): """Gets the key of this GatewayUpdateItem. # noqa: E501 The name of a key that used to encrypt the secret value (if empty, the account default protectionKey key will be used) # noqa: E501 :return: The key of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._key @key.setter def key(self, key): """Sets the key of this GatewayUpdateItem. The name of a key that used to encrypt the secret value (if empty, the account default protectionKey key will be used) # noqa: E501 :param key: The key of this GatewayUpdateItem. # noqa: E501 :type: str """ self._key = key @property def name(self): """Gets the name of this GatewayUpdateItem. # noqa: E501 Item name # noqa: E501 :return: The name of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._name @name.setter def name(self, name): """Sets the name of this GatewayUpdateItem. Item name # noqa: E501 :param name: The name of this GatewayUpdateItem. # noqa: E501 :type: str """ if ( self.local_vars_configuration.client_side_validation and name is None ): # noqa: E501 raise ValueError( "Invalid value for `name`, must not be `None`" ) # noqa: E501 self._name = name @property def new_metadata(self): """Gets the new_metadata of this GatewayUpdateItem. # noqa: E501 Deprecated - use description # noqa: E501 :return: The new_metadata of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._new_metadata @new_metadata.setter def new_metadata(self, new_metadata): """Sets the new_metadata of this GatewayUpdateItem. Deprecated - use description # noqa: E501 :param new_metadata: The new_metadata of this GatewayUpdateItem. # noqa: E501 :type: str """ self._new_metadata = new_metadata @property def new_name(self): """Gets the new_name of this GatewayUpdateItem. # noqa: E501 New item name # noqa: E501 :return: The new_name of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._new_name @new_name.setter def new_name(self, new_name): """Sets the new_name of this GatewayUpdateItem. New item name # noqa: E501 :param new_name: The new_name of this GatewayUpdateItem. # noqa: E501 :type: str """ self._new_name = new_name @property def new_version(self): """Gets the new_version of this GatewayUpdateItem. # noqa: E501 Deprecated # noqa: E501 :return: The new_version of this GatewayUpdateItem. # noqa: E501 :rtype: bool """ return self._new_version @new_version.setter def new_version(self, new_version): """Sets the new_version of this GatewayUpdateItem. Deprecated # noqa: E501 :param new_version: The new_version of this GatewayUpdateItem. # noqa: E501 :type: bool """ self._new_version = new_version @property def rm_tag(self): """Gets the rm_tag of this GatewayUpdateItem. # noqa: E501 List of the existent tags that will be removed from this item # noqa: E501 :return: The rm_tag of this GatewayUpdateItem. # noqa: E501 :rtype: list[str] """ return self._rm_tag @rm_tag.setter def rm_tag(self, rm_tag): """Sets the rm_tag of this GatewayUpdateItem. List of the existent tags that will be removed from this item # noqa: E501 :param rm_tag: The rm_tag of this GatewayUpdateItem. # noqa: E501 :type: list[str] """ self._rm_tag = rm_tag @property def rotated_password(self): """Gets the rotated_password of this GatewayUpdateItem. # noqa: E501 rotated-username password (relevant only for rotator-type=password) # noqa: E501 :return: The rotated_password of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._rotated_password @rotated_password.setter def rotated_password(self, rotated_password): """Sets the rotated_password of this GatewayUpdateItem. rotated-username password (relevant only for rotator-type=password) # noqa: E501 :param rotated_password: The rotated_password of this GatewayUpdateItem. # noqa: E501 :type: str """ self._rotated_password = rotated_password @property def rotated_username(self): """Gets the rotated_username of this GatewayUpdateItem. # noqa: E501 username to be rotated, if selected \\\"use-self-creds\\\" at rotator-creds-type, this username will try to rotate it's own password, if \\\"use-target-creds\\\" is selected, target credentials will be use to rotate the rotated-password (relevant only for rotator-type=password) # noqa: E501 :return: The rotated_username of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._rotated_username @rotated_username.setter def rotated_username(self, rotated_username): """Sets the rotated_username of this GatewayUpdateItem. username to be rotated, if selected \\\"use-self-creds\\\" at rotator-creds-type, this username will try to rotate it's own password, if \\\"use-target-creds\\\" is selected, target credentials will be use to rotate the rotated-password (relevant only for rotator-type=password) # noqa: E501 :param rotated_username: The rotated_username of this GatewayUpdateItem. # noqa: E501 :type: str """ self._rotated_username = rotated_username @property def rotation_hour(self): """Gets the rotation_hour of this GatewayUpdateItem. # noqa: E501 The Rotation Hour # noqa: E501 :return: The rotation_hour of this GatewayUpdateItem. # noqa: E501 :rtype: int """ return self._rotation_hour @rotation_hour.setter def rotation_hour(self, rotation_hour): """Sets the rotation_hour of this GatewayUpdateItem. The Rotation Hour # noqa: E501 :param rotation_hour: The rotation_hour of this GatewayUpdateItem. # noqa: E501 :type: int """ self._rotation_hour = rotation_hour @property def rotation_interval(self): """Gets the rotation_interval of this GatewayUpdateItem. # noqa: E501 The number of days to wait between every automatic key rotation (1-365) # noqa: E501 :return: The rotation_interval of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._rotation_interval @rotation_interval.setter def rotation_interval(self, rotation_interval): """Sets the rotation_interval of this GatewayUpdateItem. The number of days to wait between every automatic key rotation (1-365) # noqa: E501 :param rotation_interval: The rotation_interval of this GatewayUpdateItem. # noqa: E501 :type: str """ self._rotation_interval = rotation_interval @property def rotator_creds_type(self): """Gets the rotator_creds_type of this GatewayUpdateItem. # noqa: E501 The rotation credentials type # noqa: E501 :return: The rotator_creds_type of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._rotator_creds_type @rotator_creds_type.setter def rotator_creds_type(self, rotator_creds_type): """Sets the rotator_creds_type of this GatewayUpdateItem. The rotation credentials type # noqa: E501 :param rotator_creds_type: The rotator_creds_type of this GatewayUpdateItem. # noqa: E501 :type: str """ self._rotator_creds_type = rotator_creds_type @property def token(self): """Gets the token of this GatewayUpdateItem. # noqa: E501 Authentication token (see `/auth` and `/configure`) # noqa: E501 :return: The token of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._token @token.setter def token(self, token): """Sets the token of this GatewayUpdateItem. Authentication token (see `/auth` and `/configure`) # noqa: E501 :param token: The token of this GatewayUpdateItem. # noqa: E501 :type: str """ self._token = token @property def type(self): """Gets the type of this GatewayUpdateItem. # noqa: E501 Item type # noqa: E501 :return: The type of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._type @type.setter def type(self, type): """Sets the type of this GatewayUpdateItem. Item type # noqa: E501 :param type: The type of this GatewayUpdateItem. # noqa: E501 :type: str """ if ( self.local_vars_configuration.client_side_validation and type is None ): # noqa: E501 raise ValueError( "Invalid value for `type`, must not be `None`" ) # noqa: E501 self._type = type @property def uid_token(self): """Gets the uid_token of this GatewayUpdateItem. # noqa: E501 The universal identity token, Required only for universal_identity authentication # noqa: E501 :return: The uid_token of this GatewayUpdateItem. # noqa: E501 :rtype: str """ return self._uid_token @uid_token.setter def uid_token(self, uid_token): """Sets the uid_token of this GatewayUpdateItem. The universal identity token, Required only for universal_identity authentication # noqa: E501 :param uid_token: The uid_token of this GatewayUpdateItem. # noqa: E501 :type: str """ self._uid_token = uid_token def to_dict(self): """Returns the model properties as a dict""" result = {} for attr, _ in six.iteritems(self.openapi_types): value = getattr(self, attr) if isinstance(value, list): result[attr] = list( map(lambda x: x.to_dict() if hasattr(x, "to_dict") else x, value) ) elif hasattr(value, "to_dict"): result[attr] = value.to_dict() elif isinstance(value, dict): result[attr] = dict( map( lambda item: ( (item[0], item[1].to_dict()) if hasattr(item[1], "to_dict") else item ), value.items(), ) ) else: result[attr] = value return result def to_str(self): """Returns the string representation of the model""" return pprint.pformat(self.to_dict()) def __repr__(self): """For `print` and `pprint`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, GatewayUpdateItem): return False return self.to_dict() == other.to_dict() def __ne__(self, other): """Returns true if both objects are not equal""" if not isinstance(other, GatewayUpdateItem): return True return self.to_dict() != other.to_dict()
data/akeyless-3.6.1/akeyless/models/gateway_update_item.py
7,867
9,042
252,913
LOAD_CONST '\nProvides AWS4Auth class for handling Amazon Web Services version 4\nauthentication with the Requests module.\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('unicode_literals',) IMPORT_NAME __future__ IMPORT_FROM unicode_literals STORE_NAME unicode_literals POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME hmac STORE_NAME hmac LOAD_CONST 0 LOAD_CONST None IMPORT_NAME hashlib STORE_NAME hashlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME posixpath STORE_NAME posixpath LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shlex STORE_NAME shlex LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime SETUP_EXCEPT to 82 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections.abc IMPORT_FROM abc STORE_NAME abc POP_TOP POP_BLOCK JUMP_FORWARD to 110 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME abc POP_EXCEPT JUMP_FORWARD to 110 END_FINALLY SETUP_EXCEPT to 140 LOAD_CONST 0 LOAD_CONST ('urlparse', 'parse_qs', 'quote', 'unquote') IMPORT_NAME urllib.parse IMPORT_FROM urlparse STORE_NAME urlparse IMPORT_FROM parse_qs STORE_NAME parse_qs IMPORT_FROM quote STORE_NAME quote IMPORT_FROM unquote STORE_NAME unquote POP_TOP POP_BLOCK JUMP_FORWARD to 192 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('urlparse', 'parse_qs') IMPORT_NAME urlparse IMPORT_FROM urlparse STORE_NAME urlparse IMPORT_FROM parse_qs STORE_NAME parse_qs POP_TOP LOAD_CONST 0 LOAD_CONST ('quote', 'unquote') IMPORT_NAME urllib IMPORT_FROM quote STORE_NAME quote IMPORT_FROM unquote STORE_NAME unquote POP_TOP POP_EXCEPT JUMP_FORWARD to 192 END_FINALLY LOAD_CONST 0 LOAD_CONST ('AuthBase',) IMPORT_NAME requests.auth IMPORT_FROM AuthBase STORE_NAME AuthBase POP_TOP LOAD_CONST 0 LOAD_CONST ('PY2', 'text_type') IMPORT_NAME six IMPORT_FROM PY2 STORE_NAME PY2 IMPORT_FROM text_type STORE_NAME text_type POP_TOP LOAD_CONST 1 LOAD_CONST ('AWS4SigningKey',) IMPORT_NAME aws4signingkey IMPORT_FROM AWS4SigningKey STORE_NAME AWS4SigningKey POP_TOP LOAD_CONST 1 LOAD_CONST ('DateMismatchError', 'NoSecretKeyError', 'DateFormatError') IMPORT_NAME exceptions IMPORT_FROM DateMismatchError STORE_NAME DateMismatchError IMPORT_FROM NoSecretKeyError STORE_NAME NoSecretKeyError IMPORT_FROM DateFormatError STORE_NAME DateFormatError POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object AWS4Auth at 0x7fab41f6eed0, file "f.py", line 34> LOAD_CONST 'AWS4Auth' MAKE_FUNCTION LOAD_CONST 'AWS4Auth' LOAD_NAME AuthBase CALL_FUNCTION STORE_NAME AWS4Auth LOAD_BUILD_CLASS LOAD_CONST <code object StrictAWS4Auth at 0x7fab41f6ec90, file "f.py", line 740> LOAD_CONST 'StrictAWS4Auth' MAKE_FUNCTION LOAD_CONST 'StrictAWS4Auth' LOAD_NAME AWS4Auth CALL_FUNCTION STORE_NAME StrictAWS4Auth LOAD_BUILD_CLASS LOAD_CONST <code object PassiveAWS4Auth at 0x7fab41f6ea50, file "f.py", line 773> LOAD_CONST 'PassiveAWS4Auth' MAKE_FUNCTION LOAD_CONST 'PassiveAWS4Auth' LOAD_NAME AWS4Auth CALL_FUNCTION STORE_NAME PassiveAWS4Auth LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AWS4Auth' STORE_NAME __qualname__ LOAD_CONST '\n Requests authentication class providing AWS version 4 authentication for\n HTTP requests. Implements header-based authentication only, GET URL\n parameter and POST parameter authentication are not supported.\n\n Provides authentication for regions and services listed at:\n http://docs.aws.amazon.com/general/latest/gr/rande.html\n\n The following services do not support AWS auth version 4 and are not usable\n with this package:\n * Simple Email Service (SES)\' - AWS auth v3 only\n * Simple Workflow Service - AWS auth v3 only\n * Import/Export - AWS auth v2 only\n * SimpleDB - AWS auth V2 only\n * DevPay - AWS auth v1 only\n * Mechanical Turk - has own signing mechanism\n\n You can reuse AWS4Auth instances to sign as many requests as you need.\n\n Basic usage\n -----------\n >>> import requests\n >>> from requests_aws4auth import AWS4Auth\n >>> auth = AWS4Auth(\'<ACCESS ID>\', \'<ACCESS KEY>\', \'eu-west-1\', \'s3\')\n >>> endpoint = \'http://s3-eu-west-1.amazonaws.com\'\n >>> response = requests.get(endpoint, auth=auth)\n >>> response.text\n <?xml version="1.0" encoding="UTF-8"?>\n <ListAllMyBucketsResult xmlns="http://s3.amazonaws.com/doc/2006-03-01">\n <Owner>\n <ID>bcaf1ffd86f461ca5fb16fd081034f</ID>\n <DisplayName>webfile</DisplayName>\n ...\n\n This example lists your buckets in the eu-west-1 region of the Amazon S3\n service.\n\n STS Temporary Credentials\n -------------------------\n >>> from requests_aws4auth import AWS4Auth\n >>> auth = AWS4Auth(\'<ACCESS ID>\', \'<ACCESS KEY>\', \'eu-west-1\', \'s3\',\n session_token=\'<SESSION TOKEN>\')\n ...\n\n This example shows how to construct an AWS4Auth object for use with STS\n temporary credentials. The ``x-amz-security-token`` header is added with\n the session token. Temporary credential timeouts are not managed -- in\n case the temporary credentials expire, they need to be re-generated and\n the AWS4Auth object re-constructed with the new credentials.\n\n Dynamic STS Credentials using botocore RefreshableCredentials\n -------------------------------------------------------------\n >>> from requests_aws4auth import AWS4Auth\n >>> from botocore.session import Session\n >>> credentials = Session().get_credentials()\n >>> auth = AWS4Auth(region=\'eu-west-1\', service=\'es\',\n refreshable_credentials=credentials)\n ...\n\n This example shows how to construct an AWS4Auth instance with\n automatically refreshing credentials, suitable for long-running\n applications using AWS IAM assume-role.\n The RefreshableCredentials instance is used to generate valid static\n credentials per-request, eliminating the need to recreate the AWS4Auth\n instance when temporary credentials expire.\n\n Date handling\n -------------\n If an HTTP request to be authenticated contains a Date or X-Amz-Date\n header, AWS will only accept authorisation if the date in the header\n matches the scope date of the signing key (see\n http://docs.aws.amazon.com/general/latest/gr/sigv4-date-handling.html).\n\n From version 0.8 of requests-aws4auth, if the header date does not match\n the scope date, the AWS4Auth class will automatically regenerate its\n signing key, using the same scope parameters as the previous key except for\n the date, which will be changed to match the request date. (If a request\n does not include a date, the current date is added to the request in an\n X-Amz-Date header).\n\n The new behaviour from version 0.8 has implications for thread safety and\n secret key security, see the "Automatic key regeneration", "Secret key\n storage" and "Multithreading" sections below.\n\n This also means that AWS4Auth is now attempting to parse and extract dates\n from the values in X-Amz-Date and Date headers. Supported date formats are:\n\n * RFC 7231 (e.g. Mon, 09 Sep 2011 23:36:00 GMT)\n * RFC 850 (e.g. Sunday, 06-Nov-94 08:49:37 GMT)\n * C time (e.g. Wed Dec 4 00:00:00 2002)\n * Amz-Date format (e.g. 20090325T010101Z)\n * ISO 8601 / RFC 3339 (e.g. 2009-03-25T10:11:12.13-01:00)\n\n If either header is present but AWS4Auth cannot extract a date because all\n present date headers are in an unrecognisable format, AWS4Auth will delete\n any X-Amz-Date and Date headers present and replace with a single\n X-Amz-Date header containing the current date. This behaviour can be\n modified using the \'raise_invalid_date\' keyword argument of the AWS4Auth\n constructor.\n\n Automatic key regeneration\n --------------------------\n If you do not want the signing key to be automatically regenerated when a\n mismatch between the request date and the scope date is encountered, use\n the alternative StrictAWS4Auth class, which is identical to AWS4Auth except\n that upon encountering a date mismatch it just raises a DateMismatchError.\n You can also use the PassiveAWS4Auth class, which mimics the AWS4Auth\n behaviour prior to version 0.8 and just signs and sends the request,\n whether the date matches or not. In this case it is up to the calling code\n to handle an authentication failure response from AWS caused by a date\n mismatch.\n\n Secret key storage\n ------------------\n To allow automatic key regeneration, the secret key is stored in the\n AWS4Auth instance, in the signing key object. If you do not want this to\n occur, instantiate the instance using an AWS4Signing key which was created\n with the store_secret_key parameter set to False:\n\n >>> sig_key = AWS4SigningKey(secret_key, region, service, date, False)\n >>> auth = StrictAWS4Auth(access_id, sig_key)\n\n The AWS4Auth class will then raise a NoSecretKeyError when it attempts to\n regenerate its key. A slightly more conceptually elegant way to handle this\n is to use the alternative StrictAWS4Auth class, again instantiating it with\n an AWS4SigningKey instance created with store_secret_key = False.\n\n Multithreading\n --------------\n If you share AWS4Auth (or even StrictAWS4Auth) instances between threads\n you are likely to encounter problems. Because AWS4Auth instances may\n unpredictably regenerate their signing key as part of signing a request,\n threads using the same instance may find the key changed by another thread\n halfway through the signing process, which may result in undefined\n behaviour.\n\n It may be possible to rig up a workable instance sharing mechanism using\n locking primitives and the StrictAWS4Auth class, however this poor author\n can\'t think of a scenario which works safely yet doesn\'t suffer from at\n some point blocking all threads for at least the duration of an HTTP\n request, which could be several seconds. If several requests come in in\n close succession which all require key regenerations then the system could\n be forced into serial operation for quite a length of time.\n\n In short, it\'s best to create a thread-local instance of AWS4Auth for each\n thread that needs to do authentication.\n\n Class attributes\n ----------------\n AWS4Auth.access_id -- the access ID supplied to the instance\n AWS4Auth.region -- the AWS region for the instance\n AWS4Auth.service -- the endpoint code for the service for this instance\n AWS4Auth.date -- the date the instance is valid for\n AWS4Auth.signing_key -- instance of AWS4SigningKey used for this instance,\n either generated from the supplied parameters or\n supplied directly on the command line\n\n ' STORE_NAME __doc__ LOAD_CONST 'host' LOAD_CONST 'content-type' LOAD_CONST 'date' LOAD_CONST 'x-amz-*' BUILD_SET STORE_NAME default_include_headers LOAD_CONST <code object __init__ at 0x7fae2f404150, file "f.py", line 196> LOAD_CONST 'AWS4Auth.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None) LOAD_CONST <code object regenerate_signing_key at 0x7fab82131810, file "f.py", line 322> LOAD_CONST 'AWS4Auth.regenerate_signing_key' MAKE_FUNCTION STORE_NAME regenerate_signing_key LOAD_CONST <code object __call__ at 0x7fab4272a8a0, file "f.py", line 369> LOAD_CONST 'AWS4Auth.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST <code object refresh_credentials at 0x7fab4272ac90, file "f.py", line 429> LOAD_CONST 'AWS4Auth.refresh_credentials' MAKE_FUNCTION STORE_NAME refresh_credentials LOAD_NAME classmethod LOAD_CONST <code object get_request_date at 0x7fab4272a6f0, file "f.py", line 435> LOAD_CONST 'AWS4Auth.get_request_date' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_request_date LOAD_NAME staticmethod LOAD_CONST <code object parse_date at 0x7fab5433d0c0, file "f.py", line 464> LOAD_CONST 'AWS4Auth.parse_date' MAKE_FUNCTION CALL_FUNCTION STORE_NAME parse_date LOAD_CONST <code object handle_date_mismatch at 0x7fab5433d6f0, file "f.py", line 522> LOAD_CONST 'AWS4Auth.handle_date_mismatch' MAKE_FUNCTION STORE_NAME handle_date_mismatch LOAD_NAME staticmethod LOAD_CONST <code object encode_body at 0x7fab5433dd20, file "f.py", line 536> LOAD_CONST 'AWS4Auth.encode_body' MAKE_FUNCTION CALL_FUNCTION STORE_NAME encode_body LOAD_CONST <code object get_canonical_request at 0x7fab5433d9c0, file "f.py", line 564> LOAD_CONST 'AWS4Auth.get_canonical_request' MAKE_FUNCTION STORE_NAME get_canonical_request LOAD_NAME classmethod LOAD_CONST (None,) LOAD_CONST <code object get_canonical_headers at 0x7fab5433da50, file "f.py", line 594> LOAD_CONST 'AWS4Auth.get_canonical_headers' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_canonical_headers LOAD_NAME staticmethod LOAD_CONST <code object get_sig_string at 0x7fab5433d270, file "f.py", line 644> LOAD_CONST 'AWS4Auth.get_sig_string' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_sig_string LOAD_CONST <code object amz_cano_path at 0x7fab5433dae0, file "f.py", line 661> LOAD_CONST 'AWS4Auth.amz_cano_path' MAKE_FUNCTION STORE_NAME amz_cano_path LOAD_NAME staticmethod LOAD_CONST <code object amz_cano_querystring at 0x7fab41f6e420, file "f.py", line 695> LOAD_CONST 'AWS4Auth.amz_cano_querystring' MAKE_FUNCTION CALL_FUNCTION STORE_NAME amz_cano_querystring LOAD_NAME staticmethod LOAD_CONST <code object amz_norm_whitespace at 0x7fab41f6e660, file "f.py", line 727> LOAD_CONST 'AWS4Auth.amz_norm_whitespace' MAKE_FUNCTION CALL_FUNCTION STORE_NAME amz_norm_whitespace LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR signing_key LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'refreshable_credentials' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR refreshable_credentials LOAD_FAST self LOAD_ATTR refreshable_credentials POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'service' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR service LOAD_FAST self LOAD_ATTR service POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'service must be provided as keyword argument when using refreshable_credentials' CALL_FUNCTION RAISE_VARARGS LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'region' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR region LOAD_FAST self LOAD_ATTR region POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'region must be provided as keyword argument when using refreshable_credentials' CALL_FUNCTION RAISE_VARARGS LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'date' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR date LOAD_FAST self LOAD_ATTR default_include_headers LOAD_METHOD add LOAD_CONST 'x-amz-security-token' CALL_METHOD POP_TOP JUMP_FORWARD to 332 LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION STORE_FAST l LOAD_FAST l LOAD_CONST (2, 4, 5) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 'AWS4Auth() takes 2, 4 or 5 arguments, {} given' LOAD_METHOD format LOAD_FAST l CALL_METHOD STORE_FAST msg LOAD_GLOBAL TypeError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self STORE_ATTR access_id LOAD_GLOBAL isinstance LOAD_FAST args LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL AWS4SigningKey CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST l LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self STORE_ATTR signing_key LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR region LOAD_FAST self STORE_ATTR region LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR service LOAD_FAST self STORE_ATTR service LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR date LOAD_FAST self STORE_ATTR date JUMP_FORWARD to 300 LOAD_FAST l LOAD_CONST (4, 5) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST 1 BINARY_SUBSCR STORE_FAST secret_key LOAD_FAST args LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST self STORE_ATTR region LOAD_FAST args LOAD_CONST 3 BINARY_SUBSCR LOAD_FAST self STORE_ATTR service LOAD_FAST l LOAD_CONST 5 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST 4 BINARY_SUBSCR JUMP_FORWARD to 276 LOAD_CONST None LOAD_FAST self STORE_ATTR date LOAD_FAST self LOAD_ATTR regenerate_signing_key LOAD_FAST secret_key LOAD_CONST ('secret_key',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 300 LOAD_GLOBAL TypeError CALL_FUNCTION RAISE_VARARGS LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'session_token' CALL_METHOD LOAD_FAST self STORE_ATTR session_token LOAD_FAST self LOAD_ATTR session_token EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR default_include_headers LOAD_METHOD add LOAD_CONST 'x-amz-security-token' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'raise_invalid_date' LOAD_CONST False CALL_METHOD STORE_FAST raise_invalid_date LOAD_FAST raise_invalid_date LOAD_CONST (True, False) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST raise_invalid_date LOAD_FAST self STORE_ATTR raise_invalid_date JUMP_FORWARD to 370 LOAD_GLOBAL ValueError LOAD_CONST 'raise_invalid_date must be True or False in AWS4Auth.__init__()' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR default_include_headers CALL_FUNCTION LOAD_FAST self STORE_ATTR include_hdrs LOAD_CONST 'include_hdrs' LOAD_FAST kwargs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST kwargs LOAD_CONST 'include_hdrs' BINARY_SUBSCR LOAD_GLOBAL abc LOAD_ATTR Iterable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST kwargs LOAD_CONST 'include_hdrs' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST self STORE_ATTR include_hdrs LOAD_GLOBAL AuthBase LOAD_METHOD __init__ LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST secret_key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR signing_key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR secret_key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL NoSecretKeyError RAISE_VARARGS LOAD_FAST secret_key JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR secret_key STORE_FAST secret_key LOAD_FAST region JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR region STORE_FAST region LOAD_FAST service JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR service STORE_FAST service LOAD_FAST date JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR date STORE_FAST date LOAD_FAST self LOAD_ATTR signing_key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST store_secret_key JUMP_FORWARD to 100 LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR store_secret_key STORE_FAST store_secret_key LOAD_GLOBAL AWS4SigningKey LOAD_FAST secret_key LOAD_FAST region LOAD_FAST service LOAD_FAST date LOAD_FAST store_secret_key CALL_FUNCTION LOAD_FAST self STORE_ATTR signing_key LOAD_FAST region LOAD_FAST self STORE_ATTR region LOAD_FAST service LOAD_FAST self STORE_ATTR service LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR date LOAD_FAST self STORE_ATTR date LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR refreshable_credentials POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD refresh_credentials CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_request_date LOAD_FAST req CALL_METHOD STORE_FAST req_date LOAD_FAST req_date LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'date' LOAD_FAST req LOAD_ATTR headers COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'date' DELETE_SUBSCR LOAD_CONST 'x-amz-date' LOAD_FAST req LOAD_ATTR headers COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-date' DELETE_SUBSCR LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD STORE_FAST now LOAD_FAST now LOAD_METHOD date CALL_METHOD STORE_FAST req_date LOAD_FAST now LOAD_METHOD strftime LOAD_CONST '%Y%m%dT%H%M%SZ' CALL_METHOD LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-date' STORE_SUBSCR LOAD_FAST req_date LOAD_METHOD strftime LOAD_CONST '%Y%m%d' CALL_METHOD STORE_FAST req_scope_date LOAD_FAST req_scope_date LOAD_FAST self LOAD_ATTR date COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD handle_date_mismatch LOAD_FAST req CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST req LOAD_CONST 'body' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR body LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST req LOAD_ATTR body LOAD_CONST 'read' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR body LOAD_METHOD read CALL_METHOD LOAD_FAST req STORE_ATTR body LOAD_FAST self LOAD_METHOD encode_body LOAD_FAST req CALL_METHOD POP_TOP LOAD_GLOBAL hashlib LOAD_METHOD sha256 LOAD_FAST req LOAD_ATTR body CALL_METHOD STORE_FAST content_hash JUMP_FORWARD to 244 LOAD_GLOBAL hasattr LOAD_FAST req LOAD_CONST 'content' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR content LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL hashlib LOAD_METHOD sha256 LOAD_FAST req LOAD_ATTR content CALL_METHOD STORE_FAST content_hash JUMP_FORWARD to 244 LOAD_GLOBAL hashlib LOAD_METHOD sha256 LOAD_CONST b'' CALL_METHOD STORE_FAST content_hash LOAD_FAST content_hash LOAD_METHOD hexdigest CALL_METHOD LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-content-sha256' STORE_SUBSCR LOAD_FAST self LOAD_ATTR session_token EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR session_token LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-security-token' STORE_SUBSCR LOAD_FAST self LOAD_METHOD get_canonical_headers LOAD_FAST req LOAD_FAST self LOAD_ATTR include_hdrs CALL_METHOD STORE_FAST result LOAD_FAST result UNPACK_SEQUENCE STORE_FAST cano_headers STORE_FAST signed_headers LOAD_FAST self LOAD_METHOD get_canonical_request LOAD_FAST req LOAD_FAST cano_headers LOAD_FAST signed_headers CALL_METHOD STORE_FAST cano_req LOAD_FAST self LOAD_METHOD get_sig_string LOAD_FAST req LOAD_FAST cano_req LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR scope CALL_METHOD STORE_FAST sig_string LOAD_FAST sig_string LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST sig_string LOAD_GLOBAL hmac LOAD_METHOD new LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR key LOAD_FAST sig_string LOAD_GLOBAL hashlib LOAD_ATTR sha256 CALL_METHOD STORE_FAST hsh LOAD_FAST hsh LOAD_METHOD hexdigest CALL_METHOD STORE_FAST sig LOAD_CONST 'AWS4-HMAC-SHA256 ' STORE_FAST auth_str LOAD_FAST auth_str LOAD_CONST 'Credential={}/{}, ' LOAD_METHOD format LOAD_FAST self LOAD_ATTR access_id LOAD_FAST self LOAD_ATTR signing_key LOAD_ATTR scope CALL_METHOD INPLACE_ADD STORE_FAST auth_str LOAD_FAST auth_str LOAD_CONST 'SignedHeaders={}, ' LOAD_METHOD format LOAD_FAST signed_headers CALL_METHOD INPLACE_ADD STORE_FAST auth_str LOAD_FAST auth_str LOAD_CONST 'Signature={}' LOAD_METHOD format LOAD_FAST sig CALL_METHOD INPLACE_ADD STORE_FAST auth_str LOAD_FAST auth_str LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'Authorization' STORE_SUBSCR LOAD_FAST req RETURN_VALUE LOAD_FAST self LOAD_ATTR refreshable_credentials LOAD_METHOD get_frozen_credentials CALL_METHOD STORE_FAST temporary_creds LOAD_FAST temporary_creds LOAD_ATTR access_key LOAD_FAST self STORE_ATTR access_id LOAD_FAST temporary_creds LOAD_ATTR token LOAD_FAST self STORE_ATTR session_token LOAD_FAST self LOAD_ATTR regenerate_signing_key LOAD_FAST temporary_creds LOAD_ATTR secret_key LOAD_CONST ('secret_key',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST date SETUP_LOOP to 122 LOAD_CONST ('x-amz-date', 'date') GET_ITER FOR_ITER to 120 STORE_FAST header LOAD_FAST header LOAD_FAST req LOAD_ATTR headers COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE SETUP_EXCEPT to 48 LOAD_FAST cls LOAD_METHOD parse_date LOAD_FAST req LOAD_ATTR headers LOAD_FAST header BINARY_SUBSCR CALL_METHOD STORE_FAST date_str POP_BLOCK JUMP_FORWARD to 70 DUP_TOP LOAD_GLOBAL DateFormatError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 70 END_FINALLY SETUP_EXCEPT to 94 LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD strptime LOAD_FAST date_str LOAD_CONST '%Y-%m-%d' CALL_METHOD LOAD_METHOD date CALL_METHOD STORE_FAST date POP_BLOCK JUMP_FORWARD to 116 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST date RETURN_VALUE LOAD_CONST 'jan' LOAD_CONST 'feb' LOAD_CONST 'mar' LOAD_CONST 'apr' LOAD_CONST 'may' LOAD_CONST 'jun' LOAD_CONST 'jul' LOAD_CONST 'aug' LOAD_CONST 'sep' LOAD_CONST 'oct' LOAD_CONST 'nov' LOAD_CONST 'dec' BUILD_LIST STORE_DEREF months LOAD_CLOSURE months BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab4272ad20, file "f.py", line 495> LOAD_CONST 'AWS4Auth.parse_date.<locals>.<lambda>' MAKE_FUNCTION LOAD_CLOSURE months BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab4272a4b0, file "f.py", line 498> LOAD_CONST 'AWS4Auth.parse_date.<locals>.<lambda>' MAKE_FUNCTION LOAD_CLOSURE months BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab4272a780, file "f.py", line 504> LOAD_CONST 'AWS4Auth.parse_date.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST <code object <lambda> at 0x7fab4272a5d0, file "f.py", line 507> LOAD_CONST 'AWS4Auth.parse_date.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST <code object <lambda> at 0x7fab5433d8a0, file "f.py", line 508> LOAD_CONST 'AWS4Auth.parse_date.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('^(?:\\w{3}, )?(\\d{2}) (\\w{3}) (\\d{4})\\D.*$', '^\\w+day, (\\d{2})-(\\w{3})-(\\d{2})\\D.*$', '^\\w{3} (\\w{3}) (\\d{1,2}) \\d{2}:\\d{2}:\\d{2} (\\d{4})$', '^(\\d{4})(\\d{2})(\\d{2})T\\d{6}Z$', '^(\\d{4}-\\d{2}-\\d{2})(?:[Tt].*)?$') BUILD_CONST_KEY_MAP STORE_FAST formats LOAD_CONST None STORE_FAST out_date SETUP_LOOP to 128 LOAD_FAST formats LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 126 UNPACK_SEQUENCE STORE_FAST regex STORE_FAST xform LOAD_GLOBAL re LOAD_METHOD search LOAD_FAST regex LOAD_FAST date_str CALL_METHOD STORE_FAST m LOAD_FAST m POP_JUMP_IF_FALSE LOAD_FAST xform LOAD_FAST m CALL_FUNCTION STORE_FAST out_date BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out_date LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL DateFormatError RAISE_VARARGS JUMP_FORWARD to 146 LOAD_FAST out_date RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST '{}-{:02d}-{}' LOAD_METHOD format LOAD_FAST m LOAD_METHOD group LOAD_CONST 3 CALL_METHOD LOAD_DEREF months LOAD_METHOD index LOAD_FAST m LOAD_METHOD group LOAD_CONST 2 CALL_METHOD LOAD_METHOD lower CALL_METHOD CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_CONST '{}{}-{:02d}-{}' LOAD_METHOD format LOAD_GLOBAL str LOAD_GLOBAL datetime LOAD_ATTR date LOAD_METHOD today CALL_METHOD LOAD_ATTR year CALL_FUNCTION LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST m LOAD_METHOD group LOAD_CONST 3 CALL_METHOD LOAD_DEREF months LOAD_METHOD index LOAD_FAST m LOAD_METHOD group LOAD_CONST 2 CALL_METHOD LOAD_METHOD lower CALL_METHOD CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_CONST '{}-{:02d}-{:02d}' LOAD_METHOD format LOAD_FAST m LOAD_METHOD group LOAD_CONST 3 CALL_METHOD LOAD_DEREF months LOAD_METHOD index LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD lower CALL_METHOD CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_GLOBAL int LOAD_FAST m LOAD_METHOD group LOAD_CONST 2 CALL_METHOD CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_CONST '{}-{}-{}' LOAD_ATTR format LOAD_FAST m LOAD_METHOD groups CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get_request_date LOAD_FAST req CALL_METHOD STORE_FAST req_datetime LOAD_FAST req_datetime LOAD_METHOD strftime LOAD_CONST '%Y%m%d' CALL_METHOD STORE_FAST new_key_date LOAD_FAST self LOAD_ATTR regenerate_signing_key LOAD_FAST new_key_date LOAD_CONST ('date',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST req LOAD_ATTR body LOAD_GLOBAL text_type CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'content-type' LOAD_CONST 'text/plain' CALL_METHOD LOAD_METHOD split LOAD_CONST ';' CALL_METHOD STORE_FAST split LOAD_GLOBAL len LOAD_FAST split CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST split UNPACK_SEQUENCE STORE_FAST ct STORE_FAST cs LOAD_FAST cs LOAD_METHOD split LOAD_CONST '=' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST cs LOAD_FAST req LOAD_ATTR body LOAD_METHOD encode LOAD_FAST cs CALL_METHOD LOAD_FAST req STORE_ATTR body JUMP_FORWARD to 148 LOAD_FAST split LOAD_CONST 0 BINARY_SUBSCR STORE_FAST ct LOAD_FAST ct LOAD_CONST 'application/x-www-form-urlencoded' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST 'x-amz-' LOAD_FAST ct COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST req LOAD_ATTR body LOAD_METHOD encode CALL_METHOD LOAD_FAST req STORE_ATTR body JUMP_FORWARD to 148 LOAD_FAST req LOAD_ATTR body LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_FAST req STORE_ATTR body LOAD_FAST ct LOAD_CONST '; charset=utf-8' BINARY_ADD LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'content-type' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST req LOAD_ATTR url CALL_FUNCTION STORE_FAST raw_url LOAD_GLOBAL urlparse LOAD_FAST raw_url CALL_FUNCTION STORE_FAST url LOAD_FAST self LOAD_METHOD amz_cano_path LOAD_FAST url LOAD_ATTR path CALL_METHOD STORE_FAST path LOAD_FAST raw_url LOAD_METHOD split LOAD_CONST '?' LOAD_CONST 1 CALL_METHOD STORE_FAST split LOAD_GLOBAL len LOAD_FAST split CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST split LOAD_CONST 1 BINARY_SUBSCR JUMP_FORWARD to 64 LOAD_CONST '' STORE_FAST qs LOAD_FAST self LOAD_METHOD amz_cano_querystring LOAD_FAST qs CALL_METHOD STORE_FAST qs LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-content-sha256' BINARY_SUBSCR STORE_FAST payload_hash LOAD_FAST req LOAD_ATTR method LOAD_METHOD upper CALL_METHOD LOAD_FAST path LOAD_FAST qs LOAD_FAST cano_headers LOAD_FAST signed_headers LOAD_FAST payload_hash BUILD_LIST STORE_FAST req_parts LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST req_parts CALL_METHOD STORE_FAST cano_req LOAD_FAST cano_req RETURN_VALUE LOAD_FAST include LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR default_include_headers STORE_FAST include LOAD_CONST <code object <listcomp> at 0x7fab5433d150, file "f.py", line 615> LOAD_CONST 'AWS4Auth.get_canonical_headers.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST include GET_ITER CALL_FUNCTION STORE_FAST include LOAD_FAST req LOAD_ATTR headers LOAD_METHOD copy CALL_METHOD STORE_FAST headers LOAD_CONST 'host' LOAD_FAST headers COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL urlparse LOAD_GLOBAL str LOAD_FAST req LOAD_ATTR url CALL_FUNCTION CALL_FUNCTION LOAD_ATTR netloc LOAD_METHOD split LOAD_CONST ':' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST headers LOAD_CONST 'host' STORE_SUBSCR BUILD_MAP STORE_FAST cano_headers_dict SETUP_LOOP to 192 LOAD_FAST headers LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 190 UNPACK_SEQUENCE STORE_FAST hdr STORE_FAST val LOAD_FAST hdr LOAD_METHOD strip CALL_METHOD LOAD_METHOD lower CALL_METHOD STORE_FAST hdr LOAD_FAST cls LOAD_METHOD amz_norm_whitespace LOAD_FAST val CALL_METHOD LOAD_METHOD strip CALL_METHOD STORE_FAST val LOAD_FAST hdr LOAD_FAST include COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST '*' LOAD_FAST include COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'x-amz-*' LOAD_FAST include COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST hdr LOAD_METHOD startswith LOAD_CONST 'x-amz-' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST hdr LOAD_CONST 'x-amz-client-context' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST cano_headers_dict LOAD_METHOD setdefault LOAD_FAST hdr BUILD_LIST CALL_METHOD STORE_FAST vals LOAD_FAST vals LOAD_METHOD append LOAD_FAST val CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '' STORE_FAST cano_headers BUILD_LIST STORE_FAST signed_headers_list SETUP_LOOP to 266 LOAD_GLOBAL sorted LOAD_FAST cano_headers_dict CALL_FUNCTION GET_ITER FOR_ITER to 264 STORE_FAST hdr LOAD_FAST cano_headers_dict LOAD_FAST hdr BINARY_SUBSCR STORE_FAST vals LOAD_CONST ',' LOAD_METHOD join LOAD_GLOBAL sorted LOAD_FAST vals CALL_FUNCTION CALL_METHOD STORE_FAST val LOAD_FAST cano_headers LOAD_CONST '{}:{}\n' LOAD_METHOD format LOAD_FAST hdr LOAD_FAST val CALL_METHOD INPLACE_ADD STORE_FAST cano_headers LOAD_FAST signed_headers_list LOAD_METHOD append LOAD_FAST hdr CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST ';' LOAD_METHOD join LOAD_FAST signed_headers_list CALL_METHOD STORE_FAST signed_headers LOAD_FAST cano_headers LOAD_FAST signed_headers BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_METHOD lower CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST req LOAD_ATTR headers LOAD_CONST 'x-amz-date' BINARY_SUBSCR STORE_FAST amz_date LOAD_GLOBAL hashlib LOAD_METHOD sha256 LOAD_FAST cano_req LOAD_METHOD encode CALL_METHOD CALL_METHOD STORE_FAST hsh LOAD_CONST 'AWS4-HMAC-SHA256' LOAD_FAST amz_date LOAD_FAST scope LOAD_FAST hsh LOAD_METHOD hexdigest CALL_METHOD BUILD_LIST STORE_FAST sig_items LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST sig_items CALL_METHOD STORE_FAST sig_string LOAD_FAST sig_string RETURN_VALUE LOAD_CONST '/~' STORE_FAST safe_chars LOAD_CONST '' STORE_FAST qs LOAD_FAST path STORE_FAST fixed_path LOAD_CONST '?' LOAD_FAST fixed_path COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST fixed_path LOAD_METHOD split LOAD_CONST '?' LOAD_CONST 1 CALL_METHOD UNPACK_SEQUENCE STORE_FAST fixed_path STORE_FAST qs LOAD_GLOBAL posixpath LOAD_METHOD normpath LOAD_FAST fixed_path CALL_METHOD STORE_FAST fixed_path LOAD_GLOBAL re LOAD_METHOD sub LOAD_CONST '/+' LOAD_CONST '/' LOAD_FAST fixed_path CALL_METHOD STORE_FAST fixed_path LOAD_FAST path LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST fixed_path LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST fixed_path LOAD_CONST '/' INPLACE_ADD STORE_FAST fixed_path LOAD_FAST fixed_path STORE_FAST full_path LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_FAST full_path LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST full_path LOAD_FAST safe_chars LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST safe_chars LOAD_FAST qs LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST qs LOAD_FAST self LOAD_ATTR service LOAD_CONST ('s3', 'host') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL unquote LOAD_FAST full_path CALL_FUNCTION STORE_FAST full_path LOAD_GLOBAL quote LOAD_FAST full_path LOAD_FAST safe_chars LOAD_CONST ('safe',) CALL_FUNCTION STORE_FAST full_path LOAD_FAST qs POP_JUMP_IF_FALSE LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_CONST b'?' JUMP_FORWARD to 170 LOAD_CONST '?' STORE_FAST qm LOAD_FAST qm LOAD_METHOD join LOAD_FAST full_path LOAD_FAST qs BUILD_TUPLE CALL_METHOD STORE_FAST full_path LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_GLOBAL unicode LOAD_FAST full_path CALL_FUNCTION STORE_FAST full_path LOAD_FAST full_path RETURN_VALUE LOAD_CONST '-_.~' STORE_DEREF safe_qs_unresvd LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_FAST qs LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST qs LOAD_DEREF safe_qs_unresvd LOAD_METHOD encode CALL_METHOD STORE_DEREF safe_qs_unresvd LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_CONST b' ' JUMP_FORWARD to 36 LOAD_CONST ' ' STORE_FAST space LOAD_FAST qs LOAD_METHOD split LOAD_FAST space CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST qs LOAD_FAST qs LOAD_METHOD replace LOAD_CONST ';' LOAD_CONST '%3B' CALL_METHOD STORE_FAST qs BUILD_MAP STORE_FAST qs_items SETUP_LOOP to 136 LOAD_GLOBAL parse_qs LOAD_FAST qs LOAD_CONST True LOAD_CONST ('keep_blank_values',) CALL_FUNCTION LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 134 UNPACK_SEQUENCE STORE_FAST name STORE_FAST vals LOAD_GLOBAL quote LOAD_FAST name LOAD_DEREF safe_qs_unresvd LOAD_CONST ('safe',) CALL_FUNCTION STORE_FAST name LOAD_CLOSURE safe_qs_unresvd BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab5433d660, file "f.py", line 715> LOAD_CONST 'AWS4Auth.amz_cano_querystring.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST vals GET_ITER CALL_FUNCTION STORE_FAST vals LOAD_FAST vals LOAD_FAST qs_items LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST qs_strings SETUP_LOOP to 204 LOAD_GLOBAL sorted LOAD_FAST qs_items CALL_FUNCTION GET_ITER FOR_ITER to 202 STORE_FAST name LOAD_FAST qs_items LOAD_FAST name BINARY_SUBSCR STORE_FAST vals SETUP_LOOP to 200 LOAD_GLOBAL sorted LOAD_FAST vals CALL_FUNCTION GET_ITER FOR_ITER to 198 STORE_FAST val LOAD_FAST qs_strings LOAD_METHOD append LOAD_CONST '=' LOAD_METHOD join LOAD_FAST name LOAD_FAST val BUILD_LIST CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '&' LOAD_METHOD join LOAD_FAST qs_strings CALL_METHOD STORE_FAST qs LOAD_GLOBAL PY2 POP_JUMP_IF_FALSE LOAD_GLOBAL unicode LOAD_FAST qs CALL_FUNCTION STORE_FAST qs LOAD_FAST qs RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST val LOAD_GLOBAL quote LOAD_FAST val LOAD_DEREF safe_qs_unresvd LOAD_CONST ('safe',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '\\s' LOAD_FAST text CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST ' ' LOAD_METHOD join LOAD_GLOBAL shlex LOAD_ATTR split LOAD_FAST text LOAD_CONST False LOAD_CONST ('posix',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST text RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'StrictAWS4Auth' STORE_NAME __qualname__ LOAD_CONST '\n Instances of this subclass will not automatically regenerate their signing\n keys when asked to sign a request whose date does not match the scope date\n of the signing key. Instances will instead raise a DateMismatchError.\n\n Keys of StrictAWSAuth instances can be regenerated manually by calling the\n regenerate_signing_key() method.\n\n Keys will still store the secret key by default. If this is not desired\n then create the instance by passing an AWS4SigningKey created with\n store_secret_key set to False to the StrictAWS4AUth constructor:\n\n >>> sig_key = AWS4SigningKey(secret_key, region, service, date, False)\n >>> auth = StrictAWS4Auth(access_id, sig_key)\n\n ' STORE_NAME __doc__ LOAD_CONST <code object handle_date_mismatch at 0x7fab41f6e5d0, file "f.py", line 758> LOAD_CONST 'StrictAWS4Auth.handle_date_mismatch' MAKE_FUNCTION STORE_NAME handle_date_mismatch LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DateMismatchError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PassiveAWS4Auth' STORE_NAME __qualname__ LOAD_CONST '\n This subclass does not perform any special handling of a mismatched request\n and scope date, it signs the request and allows Requests to send it. It is\n up to the calling code to handle a failed authentication response from AWS.\n\n This behaviour mimics the behaviour of AWS4Auth for versions 0.7 and\n earlier.\n\n ' STORE_NAME __doc__ LOAD_CONST <code object handle_date_mismatch at 0x7fab41f6e150, file "f.py", line 784> LOAD_CONST 'PassiveAWS4Auth.handle_date_mismatch' MAKE_FUNCTION STORE_NAME handle_date_mismatch LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE
""" Provides AWS4Auth class for handling Amazon Web Services version 4 authentication with the Requests module. """ from __future__ import unicode_literals import hmac import hashlib import posixpath import re import shlex import datetime try: import collections.abc as abc except ImportError: import collections as abc try: from urllib.parse import urlparse, parse_qs, quote, unquote except ImportError: from urlparse import urlparse, parse_qs from urllib import quote, unquote from requests.auth import AuthBase from six import PY2, text_type from .aws4signingkey import AWS4SigningKey from .exceptions import DateMismatchError, NoSecretKeyError, DateFormatError class AWS4Auth(AuthBase): """ Requests authentication class providing AWS version 4 authentication for HTTP requests. Implements header-based authentication only, GET URL parameter and POST parameter authentication are not supported. Provides authentication for regions and services listed at: http://docs.aws.amazon.com/general/latest/gr/rande.html The following services do not support AWS auth version 4 and are not usable with this package: * Simple Email Service (SES)' - AWS auth v3 only * Simple Workflow Service - AWS auth v3 only * Import/Export - AWS auth v2 only * SimpleDB - AWS auth V2 only * DevPay - AWS auth v1 only * Mechanical Turk - has own signing mechanism You can reuse AWS4Auth instances to sign as many requests as you need. Basic usage ----------- >>> import requests >>> from requests_aws4auth import AWS4Auth >>> auth = AWS4Auth('<ACCESS ID>', '<ACCESS KEY>', 'eu-west-1', 's3') >>> endpoint = 'http://s3-eu-west-1.amazonaws.com' >>> response = requests.get(endpoint, auth=auth) >>> response.text <?xml version="1.0" encoding="UTF-8"?> <ListAllMyBucketsResult xmlns="http://s3.amazonaws.com/doc/2006-03-01"> <Owner> <ID>bcaf1ffd86f461ca5fb16fd081034f</ID> <DisplayName>webfile</DisplayName> ... This example lists your buckets in the eu-west-1 region of the Amazon S3 service. STS Temporary Credentials ------------------------- >>> from requests_aws4auth import AWS4Auth >>> auth = AWS4Auth('<ACCESS ID>', '<ACCESS KEY>', 'eu-west-1', 's3', session_token='<SESSION TOKEN>') ... This example shows how to construct an AWS4Auth object for use with STS temporary credentials. The ``x-amz-security-token`` header is added with the session token. Temporary credential timeouts are not managed -- in case the temporary credentials expire, they need to be re-generated and the AWS4Auth object re-constructed with the new credentials. Dynamic STS Credentials using botocore RefreshableCredentials ------------------------------------------------------------- >>> from requests_aws4auth import AWS4Auth >>> from botocore.session import Session >>> credentials = Session().get_credentials() >>> auth = AWS4Auth(region='eu-west-1', service='es', refreshable_credentials=credentials) ... This example shows how to construct an AWS4Auth instance with automatically refreshing credentials, suitable for long-running applications using AWS IAM assume-role. The RefreshableCredentials instance is used to generate valid static credentials per-request, eliminating the need to recreate the AWS4Auth instance when temporary credentials expire. Date handling ------------- If an HTTP request to be authenticated contains a Date or X-Amz-Date header, AWS will only accept authorisation if the date in the header matches the scope date of the signing key (see http://docs.aws.amazon.com/general/latest/gr/sigv4-date-handling.html). From version 0.8 of requests-aws4auth, if the header date does not match the scope date, the AWS4Auth class will automatically regenerate its signing key, using the same scope parameters as the previous key except for the date, which will be changed to match the request date. (If a request does not include a date, the current date is added to the request in an X-Amz-Date header). The new behaviour from version 0.8 has implications for thread safety and secret key security, see the "Automatic key regeneration", "Secret key storage" and "Multithreading" sections below. This also means that AWS4Auth is now attempting to parse and extract dates from the values in X-Amz-Date and Date headers. Supported date formats are: * RFC 7231 (e.g. Mon, 09 Sep 2011 23:36:00 GMT) * RFC 850 (e.g. Sunday, 06-Nov-94 08:49:37 GMT) * C time (e.g. Wed Dec 4 00:00:00 2002) * Amz-Date format (e.g. 20090325T010101Z) * ISO 8601 / RFC 3339 (e.g. 2009-03-25T10:11:12.13-01:00) If either header is present but AWS4Auth cannot extract a date because all present date headers are in an unrecognisable format, AWS4Auth will delete any X-Amz-Date and Date headers present and replace with a single X-Amz-Date header containing the current date. This behaviour can be modified using the 'raise_invalid_date' keyword argument of the AWS4Auth constructor. Automatic key regeneration -------------------------- If you do not want the signing key to be automatically regenerated when a mismatch between the request date and the scope date is encountered, use the alternative StrictAWS4Auth class, which is identical to AWS4Auth except that upon encountering a date mismatch it just raises a DateMismatchError. You can also use the PassiveAWS4Auth class, which mimics the AWS4Auth behaviour prior to version 0.8 and just signs and sends the request, whether the date matches or not. In this case it is up to the calling code to handle an authentication failure response from AWS caused by a date mismatch. Secret key storage ------------------ To allow automatic key regeneration, the secret key is stored in the AWS4Auth instance, in the signing key object. If you do not want this to occur, instantiate the instance using an AWS4Signing key which was created with the store_secret_key parameter set to False: >>> sig_key = AWS4SigningKey(secret_key, region, service, date, False) >>> auth = StrictAWS4Auth(access_id, sig_key) The AWS4Auth class will then raise a NoSecretKeyError when it attempts to regenerate its key. A slightly more conceptually elegant way to handle this is to use the alternative StrictAWS4Auth class, again instantiating it with an AWS4SigningKey instance created with store_secret_key = False. Multithreading -------------- If you share AWS4Auth (or even StrictAWS4Auth) instances between threads you are likely to encounter problems. Because AWS4Auth instances may unpredictably regenerate their signing key as part of signing a request, threads using the same instance may find the key changed by another thread halfway through the signing process, which may result in undefined behaviour. It may be possible to rig up a workable instance sharing mechanism using locking primitives and the StrictAWS4Auth class, however this poor author can't think of a scenario which works safely yet doesn't suffer from at some point blocking all threads for at least the duration of an HTTP request, which could be several seconds. If several requests come in in close succession which all require key regenerations then the system could be forced into serial operation for quite a length of time. In short, it's best to create a thread-local instance of AWS4Auth for each thread that needs to do authentication. Class attributes ---------------- AWS4Auth.access_id -- the access ID supplied to the instance AWS4Auth.region -- the AWS region for the instance AWS4Auth.service -- the endpoint code for the service for this instance AWS4Auth.date -- the date the instance is valid for AWS4Auth.signing_key -- instance of AWS4SigningKey used for this instance, either generated from the supplied parameters or supplied directly on the command line """ default_include_headers = {"host", "content-type", "date", "x-amz-*"} def __init__(self, *args, **kwargs): """ AWS4Auth instances can be created by supplying key scope parameters directly or by using an AWS4SigningKey instance: >>> auth = AWS4Auth(access_id, secret_key, region, service ... [, date][, raise_invalid_date=False][, session_token=None]) or >>> auth = AWS4Auth(access_id, signing_key[, raise_invalid_date=False]) or using auto-refreshed STS temporary creds via botocore RefreshableCredentials (useful for long-running processes): >>> auth = AWS4Auth(refreshable_credentials=botocore.session.Session().get_credentials(), ... region='eu-west-1', service='es') access_id -- This is your AWS access ID secret_key -- This is your AWS secret access key region -- The region you're connecting to, as per the list at http://docs.aws.amazon.com/general/latest/gr/rande.html#s3_region e.g. us-east-1. For services which don't require a region (e.g. IAM), use us-east-1. Must be supplied as a keyword argument iff refreshable_credentials is set. service -- The name of the service you're connecting to, as per endpoints at: http://docs.aws.amazon.com/general/latest/gr/rande.html e.g. elasticbeanstalk. Must be supplied as a keyword argument iff refreshable_credentials is set. date -- Date this instance is valid for. 8-digit date as str of the form YYYYMMDD. Key is only valid for requests with a Date or X-Amz-Date header matching this date. If date is not supplied the current date is used. signing_key -- An AWS4SigningKey instance. raise_invalid_date -- Must be supplied as keyword argument. AWS4Auth tries to parse a date from the X-Amz-Date and Date headers of the request, first trying X-Amz-Date, and then Date if X-Amz-Date is not present or is in an unrecognised format. If one or both of the two headers are present yet neither are in a format which AWS4Auth recognises then it will remove both headers and replace with a new X-Amz-Date header using the current date. If this behaviour is not wanted, set the raise_invalid_date keyword argument to True, and instead an InvalidDateError will be raised when neither date is recognised. If neither header is present at all then an X-Amz-Date header will still be added containing the current date. See the AWS4Auth class docstring for supported date formats. session_token -- Must be supplied as keyword argument. If session_token is set, then it is used for the x-amz-security-token header, for use with STS temporary credentials. refreshable_credentials -- A botocore.credentials.RefreshableCredentials instance. Must be supplied as keyword argument. This instance is used to generate valid per-request static credentials, without needing to re-generate the AWS4Auth instance. If refreshable_credentials is set, the following arguments are ignored: access_id, secret_key, signing_key, session_token. """ self.signing_key = None self.refreshable_credentials = kwargs.get("refreshable_credentials", None) if self.refreshable_credentials: self.service = kwargs.get("service", None) if not self.service: raise TypeError( "service must be provided as keyword argument when using refreshable_credentials" ) self.region = kwargs.get("region", None) if not self.region: raise TypeError( "region must be provided as keyword argument when using refreshable_credentials" ) self.date = kwargs.get("date", None) self.default_include_headers.add("x-amz-security-token") else: l = len(args) if l not in [2, 4, 5]: msg = "AWS4Auth() takes 2, 4 or 5 arguments, {} given".format(l) raise TypeError(msg) self.access_id = args[0] if isinstance(args[1], AWS4SigningKey) and l == 2: self.signing_key = args[1] self.region = self.signing_key.region self.service = self.signing_key.service self.date = self.signing_key.date elif l in [4, 5]: secret_key = args[1] self.region = args[2] self.service = args[3] self.date = args[4] if l == 5 else None self.regenerate_signing_key(secret_key=secret_key) else: raise TypeError() self.session_token = kwargs.get("session_token") if self.session_token: self.default_include_headers.add("x-amz-security-token") raise_invalid_date = kwargs.get("raise_invalid_date", False) if raise_invalid_date in [True, False]: self.raise_invalid_date = raise_invalid_date else: raise ValueError( "raise_invalid_date must be True or False in AWS4Auth.__init__()" ) self.include_hdrs = set(self.default_include_headers) if "include_hdrs" in kwargs and isinstance( kwargs["include_hdrs"], abc.Iterable ): self.include_hdrs = set(kwargs["include_hdrs"]) AuthBase.__init__(self) def regenerate_signing_key( self, secret_key=None, region=None, service=None, date=None ): """ Regenerate the signing key for this instance. Store the new key in signing_key property. Take scope elements of the new key from the equivalent properties (region, service, date) of the current AWS4Auth instance. Scope elements can be overridden for the new key by supplying arguments to this function. If overrides are supplied update the current AWS4Auth instance's equivalent properties to match the new values. If secret_key is not specified use the value of the secret_key property of the current AWS4Auth instance's signing key. If the existing signing key is not storing its secret key (i.e. store_secret_key was set to False at instantiation) then raise a NoSecretKeyError and do not regenerate the key. In order to regenerate a key which is not storing its secret key, secret_key must be supplied to this function. Use the value of the existing key's store_secret_key property when generating the new key. If there is no existing key, then default to setting store_secret_key to True for new key. """ if secret_key is None and ( self.signing_key is None or self.signing_key.secret_key is None ): raise NoSecretKeyError secret_key = secret_key or self.signing_key.secret_key region = region or self.region service = service or self.service date = date or self.date if self.signing_key is None: store_secret_key = True else: store_secret_key = self.signing_key.store_secret_key self.signing_key = AWS4SigningKey( secret_key, region, service, date, store_secret_key ) self.region = region self.service = service self.date = self.signing_key.date def __call__(self, req): """ Interface used by Requests module to apply authentication to HTTP requests. Add x-amz-content-sha256 and Authorization headers to the request. Add x-amz-date header to request if not already present and req does not contain a Date header. Check request date matches date in the current signing key. If not, regenerate signing key to match request date. If request body is not already encoded to bytes, encode to charset specified in Content-Type header, or UTF-8 if not specified. req -- Requests PreparedRequest object """ if self.refreshable_credentials: self.refresh_credentials() req_date = self.get_request_date(req) if req_date is None: if "date" in req.headers: del req.headers["date"] if "x-amz-date" in req.headers: del req.headers["x-amz-date"] now = datetime.datetime.utcnow() req_date = now.date() req.headers["x-amz-date"] = now.strftime("%Y%m%dT%H%M%SZ") req_scope_date = req_date.strftime("%Y%m%d") if req_scope_date != self.date: self.handle_date_mismatch(req) if hasattr(req, "body") and req.body is not None: if hasattr(req.body, "read"): req.body = req.body.read() self.encode_body(req) content_hash = hashlib.sha256(req.body) elif hasattr(req, "content") and req.content is not None: content_hash = hashlib.sha256(req.content) else: content_hash = hashlib.sha256(b"") req.headers["x-amz-content-sha256"] = content_hash.hexdigest() if self.session_token: req.headers["x-amz-security-token"] = self.session_token result = self.get_canonical_headers(req, self.include_hdrs) cano_headers, signed_headers = result cano_req = self.get_canonical_request(req, cano_headers, signed_headers) sig_string = self.get_sig_string(req, cano_req, self.signing_key.scope) sig_string = sig_string.encode("utf-8") hsh = hmac.new(self.signing_key.key, sig_string, hashlib.sha256) sig = hsh.hexdigest() auth_str = "AWS4-HMAC-SHA256 " auth_str += "Credential={}/{}, ".format(self.access_id, self.signing_key.scope) auth_str += "SignedHeaders={}, ".format(signed_headers) auth_str += "Signature={}".format(sig) req.headers["Authorization"] = auth_str return req def refresh_credentials(self): temporary_creds = self.refreshable_credentials.get_frozen_credentials() self.access_id = temporary_creds.access_key self.session_token = temporary_creds.token self.regenerate_signing_key(secret_key=temporary_creds.secret_key) @classmethod def get_request_date(cls, req): """ Try to pull a date from the request by looking first at the x-amz-date header, and if that's not present then the Date header. Return a datetime.date object, or None if neither date header is found or is in a recognisable format. req -- a requests PreparedRequest object """ date = None for header in ["x-amz-date", "date"]: if header not in req.headers: continue try: date_str = cls.parse_date(req.headers[header]) except DateFormatError: continue try: date = datetime.datetime.strptime(date_str, "%Y-%m-%d").date() except ValueError: continue else: break return date @staticmethod def parse_date(date_str): """ Check if date_str is in a recognised format and return an ISO yyyy-mm-dd format version if so. Raise DateFormatError if not. Recognised formats are: * RFC 7231 (e.g. Mon, 09 Sep 2011 23:36:00 GMT) * RFC 850 (e.g. Sunday, 06-Nov-94 08:49:37 GMT) * C time (e.g. Wed Dec 4 00:00:00 2002) * Amz-Date format (e.g. 20090325T010101Z) * ISO 8601 / RFC 3339 (e.g. 2009-03-25T10:11:12.13-01:00) date_str -- Str containing a date and optional time """ months = [ "jan", "feb", "mar", "apr", "may", "jun", "jul", "aug", "sep", "oct", "nov", "dec", ] formats = { r"^(?:\w{3}, )?(\d{2}) (\w{3}) (\d{4})\D.*$": lambda m: "{}-{:02d}-{}".format( m.group(3), months.index(m.group(2).lower()) + 1, m.group(1) ), r"^\w+day, (\d{2})-(\w{3})-(\d{2})\D.*$": lambda m: "{}{}-{:02d}-{}".format( str(datetime.date.today().year)[:2], m.group(3), months.index(m.group(2).lower()) + 1, m.group(1), ), r"^\w{3} (\w{3}) (\d{1,2}) \d{2}:\d{2}:\d{2} (\d{4})$": lambda m: "{}-{:02d}-{:02d}".format( m.group(3), months.index(m.group(1).lower()) + 1, int(m.group(2)) ), r"^(\d{4})(\d{2})(\d{2})T\d{6}Z$": lambda m: "{}-{}-{}".format(*m.groups()), r"^(\d{4}-\d{2}-\d{2})(?:[Tt].*)?$": lambda m: m.group(1), } out_date = None for regex, xform in formats.items(): m = re.search(regex, date_str) if m: out_date = xform(m) break if out_date is None: raise DateFormatError else: return out_date def handle_date_mismatch(self, req): """ Handle a request whose date doesn't match the signing key scope date. This AWS4Auth class implementation regenerates the signing key. See StrictAWS4Auth class if you would prefer an exception to be raised. req -- a requests prepared request object """ req_datetime = self.get_request_date(req) new_key_date = req_datetime.strftime("%Y%m%d") self.regenerate_signing_key(date=new_key_date) @staticmethod def encode_body(req): """ Encode body of request to bytes and update content-type if required. If the body of req is Unicode then encode to the charset found in content-type header if present, otherwise UTF-8, or ASCII if content-type is application/x-www-form-urlencoded. If encoding to UTF-8 then add charset to content-type. Modifies req directly, does not return a modified copy. req -- Requests PreparedRequest object """ if isinstance(req.body, text_type): split = req.headers.get("content-type", "text/plain").split(";") if len(split) == 2: ct, cs = split cs = cs.split("=")[1] req.body = req.body.encode(cs) else: ct = split[0] if ct == "application/x-www-form-urlencoded" or "x-amz-" in ct: req.body = req.body.encode() else: req.body = req.body.encode("utf-8") req.headers["content-type"] = ct + "; charset=utf-8" def get_canonical_request(self, req, cano_headers, signed_headers): """ Create the AWS authentication Canonical Request string. req -- Requests/Httpx PreparedRequest object. Should already include an x-amz-content-sha256 header cano_headers -- Canonical Headers section of Canonical Request, as returned by get_canonical_headers() signed_headers -- Signed Headers, as returned by get_canonical_headers() """ raw_url = str(req.url) # in case the url property is of type URL url = urlparse(raw_url) path = self.amz_cano_path(url.path) split = raw_url.split("?", 1) qs = split[1] if len(split) == 2 else "" qs = self.amz_cano_querystring(qs) payload_hash = req.headers["x-amz-content-sha256"] req_parts = [ req.method.upper(), path, qs, cano_headers, signed_headers, payload_hash, ] cano_req = "\n".join(req_parts) return cano_req @classmethod def get_canonical_headers(cls, req, include=None): """ Generate the Canonical Headers section of the Canonical Request. Return the Canonical Headers and the Signed Headers strs as a tuple (canonical_headers, signed_headers). req -- Requests PreparedRequest object include -- List of headers to include in the canonical and signed headers. It's primarily included to allow testing against specific examples from Amazon. If omitted or None it includes host, content-type and any header starting 'x-amz-' except for x-amz-client context, which appears to break mobile analytics auth if included. Except for the x-amz-client-context exclusion these defaults are per the AWS documentation. """ if include is None: include = cls.default_include_headers include = [x.lower() for x in include] headers = req.headers.copy() if "host" not in headers: headers["host"] = urlparse(str(req.url)).netloc.split(":")[0] cano_headers_dict = {} for hdr, val in headers.items(): hdr = hdr.strip().lower() val = cls.amz_norm_whitespace(val).strip() if ( hdr in include or "*" in include or ( "x-amz-*" in include and hdr.startswith("x-amz-") and not hdr == "x-amz-client-context" ) ): vals = cano_headers_dict.setdefault(hdr, []) vals.append(val) cano_headers = "" signed_headers_list = [] for hdr in sorted(cano_headers_dict): vals = cano_headers_dict[hdr] val = ",".join(sorted(vals)) cano_headers += "{}:{}\n".format(hdr, val) signed_headers_list.append(hdr) signed_headers = ";".join(signed_headers_list) return (cano_headers, signed_headers) @staticmethod def get_sig_string(req, cano_req, scope): """ Generate the AWS4 auth string to sign for the request. req -- Requests PreparedRequest object. This should already include an x-amz-date header. cano_req -- The Canonical Request, as returned by get_canonical_request() """ amz_date = req.headers["x-amz-date"] hsh = hashlib.sha256(cano_req.encode()) sig_items = ["AWS4-HMAC-SHA256", amz_date, scope, hsh.hexdigest()] sig_string = "\n".join(sig_items) return sig_string def amz_cano_path(self, path): """ Generate the canonical path as per AWS4 auth requirements. Not documented anywhere, determined from aws4_testsuite examples, problem reports and testing against the live services. path -- request path """ safe_chars = "/~" qs = "" fixed_path = path if "?" in fixed_path: fixed_path, qs = fixed_path.split("?", 1) fixed_path = posixpath.normpath(fixed_path) fixed_path = re.sub("/+", "/", fixed_path) if path.endswith("/") and not fixed_path.endswith("/"): fixed_path += "/" full_path = fixed_path if PY2: full_path = full_path.encode("utf-8") safe_chars = safe_chars.encode("utf-8") qs = qs.encode("utf-8") if self.service in ["s3", "host"]: full_path = unquote(full_path) full_path = quote(full_path, safe=safe_chars) if qs: qm = b"?" if PY2 else "?" full_path = qm.join((full_path, qs)) if PY2: full_path = unicode(full_path) return full_path @staticmethod def amz_cano_querystring(qs): """ Parse and format querystring as per AWS4 auth requirements. Perform percent quoting as needed. qs -- querystring """ safe_qs_unresvd = "-_.~" if PY2: qs = qs.encode("utf-8") safe_qs_unresvd = safe_qs_unresvd.encode() space = b" " if PY2 else " " qs = qs.split(space)[0] qs = qs.replace(";", "%3B") qs_items = {} for name, vals in parse_qs(qs, keep_blank_values=True).items(): name = quote(name, safe=safe_qs_unresvd) vals = [quote(val, safe=safe_qs_unresvd) for val in vals] qs_items[name] = vals qs_strings = [] for name in sorted(qs_items): vals = qs_items[name] for val in sorted(vals): qs_strings.append("=".join([name, val])) qs = "&".join(qs_strings) if PY2: qs = unicode(qs) return qs @staticmethod def amz_norm_whitespace(text): """ Replace runs of whitespace with a single space. Ignore text enclosed in quotes. """ if re.search(r"\s", text): return " ".join(shlex.split(text, posix=False)) return text class StrictAWS4Auth(AWS4Auth): """ Instances of this subclass will not automatically regenerate their signing keys when asked to sign a request whose date does not match the scope date of the signing key. Instances will instead raise a DateMismatchError. Keys of StrictAWSAuth instances can be regenerated manually by calling the regenerate_signing_key() method. Keys will still store the secret key by default. If this is not desired then create the instance by passing an AWS4SigningKey created with store_secret_key set to False to the StrictAWS4AUth constructor: >>> sig_key = AWS4SigningKey(secret_key, region, service, date, False) >>> auth = StrictAWS4Auth(access_id, sig_key) """ def handle_date_mismatch(self, req): """ Handle a request whose date doesn't match the signing key process, by raising a DateMismatchError. Overrides the default behaviour of AWS4Auth where the signing key is automatically regenerated to match the request date To update the signing key if this is hit, call StrictAWS4Auth.regenerate_signing_key(). """ raise DateMismatchError class PassiveAWS4Auth(AWS4Auth): """ This subclass does not perform any special handling of a mismatched request and scope date, it signs the request and allows Requests to send it. It is up to the calling code to handle a failed authentication response from AWS. This behaviour mimics the behaviour of AWS4Auth for versions 0.7 and earlier. """ def handle_date_mismatch(self, req): pass
data/requests-aws4auth-1.2.3/requests_aws4auth/aws4auth.py
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LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME collections IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('Dict', 'Mapping', 'MutableMapping', 'MutableSequence', 'Optional', 'Sequence', 'Tuple', 'Type', 'Union') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM MutableMapping STORE_NAME MutableMapping IMPORT_FROM MutableSequence STORE_NAME MutableSequence IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Type STORE_NAME Type IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('exceptions',) IMPORT_NAME google.api_core IMPORT_FROM exceptions STORE_NAME core_exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('gapic_v1',) IMPORT_NAME google.api_core IMPORT_FROM gapic_v1 STORE_NAME gapic_v1 POP_TOP LOAD_CONST 0 LOAD_CONST ('retry_async',) IMPORT_NAME google.api_core IMPORT_FROM retry_async STORE_NAME retries POP_TOP LOAD_CONST 0 LOAD_CONST ('ClientOptions',) IMPORT_NAME google.api_core.client_options IMPORT_FROM ClientOptions STORE_NAME ClientOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('credentials',) IMPORT_NAME google.auth IMPORT_FROM credentials STORE_NAME ga_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('service_account',) IMPORT_NAME google.oauth2 IMPORT_FROM service_account STORE_NAME service_account POP_TOP LOAD_CONST 0 LOAD_CONST ('gapic_version',) IMPORT_NAME google.cloud.language_v1beta2 IMPORT_FROM gapic_version STORE_NAME package_version POP_TOP SETUP_EXCEPT to 182 LOAD_NAME Union LOAD_NAME retries LOAD_ATTR AsyncRetry LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR _MethodDefault LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR STORE_NAME OptionalRetry POP_BLOCK JUMP_FORWARD to 218 DUP_TOP LOAD_NAME AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME Union LOAD_NAME retries LOAD_ATTR AsyncRetry LOAD_NAME object LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR STORE_NAME OptionalRetry POP_EXCEPT JUMP_FORWARD to 218 END_FINALLY LOAD_CONST 0 LOAD_CONST ('language_service',) IMPORT_NAME google.cloud.language_v1beta2.types IMPORT_FROM language_service STORE_NAME language_service POP_TOP LOAD_CONST 1 LOAD_CONST ('LanguageServiceClient',) IMPORT_NAME client IMPORT_FROM LanguageServiceClient STORE_NAME LanguageServiceClient POP_TOP LOAD_CONST 1 LOAD_CONST ('DEFAULT_CLIENT_INFO', 'LanguageServiceTransport') IMPORT_NAME transports.base IMPORT_FROM DEFAULT_CLIENT_INFO STORE_NAME DEFAULT_CLIENT_INFO IMPORT_FROM LanguageServiceTransport STORE_NAME LanguageServiceTransport POP_TOP LOAD_CONST 1 LOAD_CONST ('LanguageServiceGrpcAsyncIOTransport',) IMPORT_NAME transports.grpc_asyncio IMPORT_FROM LanguageServiceGrpcAsyncIOTransport STORE_NAME LanguageServiceGrpcAsyncIOTransport POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object LanguageServiceAsyncClient at 0x7faa75826270, file "f.py", line 37> LOAD_CONST 'LanguageServiceAsyncClient' MAKE_FUNCTION LOAD_CONST 'LanguageServiceAsyncClient' CALL_FUNCTION STORE_NAME LanguageServiceAsyncClient LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_NAME package_version LOAD_ATTR __version__ LOAD_CONST ('gapic_version',) CALL_FUNCTION STORE_NAME DEFAULT_CLIENT_INFO LOAD_CONST ('LanguageServiceAsyncClient',) STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LanguageServiceAsyncClient' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Provides text analysis operations such as sentiment analysis\n and entity recognition.\n ' STORE_NAME __doc__ LOAD_NAME LanguageServiceClient LOAD_NAME __annotations__ LOAD_CONST '_client' STORE_SUBSCR LOAD_NAME LanguageServiceClient LOAD_ATTR DEFAULT_ENDPOINT STORE_NAME DEFAULT_ENDPOINT LOAD_NAME LanguageServiceClient LOAD_ATTR DEFAULT_MTLS_ENDPOINT STORE_NAME DEFAULT_MTLS_ENDPOINT LOAD_NAME LanguageServiceClient LOAD_ATTR _DEFAULT_ENDPOINT_TEMPLATE STORE_NAME _DEFAULT_ENDPOINT_TEMPLATE LOAD_NAME LanguageServiceClient LOAD_ATTR _DEFAULT_UNIVERSE STORE_NAME _DEFAULT_UNIVERSE LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR common_billing_account_path CALL_FUNCTION STORE_NAME common_billing_account_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR parse_common_billing_account_path CALL_FUNCTION STORE_NAME parse_common_billing_account_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR common_folder_path CALL_FUNCTION STORE_NAME common_folder_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR parse_common_folder_path CALL_FUNCTION STORE_NAME parse_common_folder_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR common_organization_path CALL_FUNCTION STORE_NAME common_organization_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR parse_common_organization_path CALL_FUNCTION STORE_NAME parse_common_organization_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR common_project_path CALL_FUNCTION STORE_NAME common_project_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR parse_common_project_path CALL_FUNCTION STORE_NAME parse_common_project_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR common_location_path CALL_FUNCTION STORE_NAME common_location_path LOAD_NAME staticmethod LOAD_NAME LanguageServiceClient LOAD_ATTR parse_common_location_path CALL_FUNCTION STORE_NAME parse_common_location_path LOAD_NAME classmethod LOAD_NAME dict LOAD_CONST ('info',) BUILD_CONST_KEY_MAP LOAD_CONST <code object from_service_account_info at 0x7faa749dbb70, file "f.py", line 74> LOAD_CONST 'LanguageServiceAsyncClient.from_service_account_info' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_service_account_info LOAD_NAME classmethod LOAD_NAME str LOAD_CONST ('filename',) BUILD_CONST_KEY_MAP LOAD_CONST <code object from_service_account_file at 0x7faa749db9c0, file "f.py", line 89> LOAD_CONST 'LanguageServiceAsyncClient.from_service_account_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_service_account_file LOAD_NAME from_service_account_file STORE_NAME from_service_account_json LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME ClientOptions BINARY_SUBSCR LOAD_CONST ('client_options',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_mtls_endpoint_and_cert_source at 0x7faa749db4b0, file "f.py", line 107> LOAD_CONST 'LanguageServiceAsyncClient.get_mtls_endpoint_and_cert_source' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_mtls_endpoint_and_cert_source LOAD_NAME property LOAD_NAME LanguageServiceTransport LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object transport at 0x7faa749db390, file "f.py", line 143> LOAD_CONST 'LanguageServiceAsyncClient.transport' MAKE_FUNCTION CALL_FUNCTION STORE_NAME transport LOAD_NAME property LOAD_CONST <code object api_endpoint at 0x7faa5f6e8ae0, file "f.py", line 152> LOAD_CONST 'LanguageServiceAsyncClient.api_endpoint' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_endpoint LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object universe_domain at 0x7faa5f6e8d20, file "f.py", line 161> LOAD_CONST 'LanguageServiceAsyncClient.universe_domain' MAKE_FUNCTION CALL_FUNCTION STORE_NAME universe_domain LOAD_NAME functools LOAD_METHOD partial LOAD_NAME type LOAD_NAME LanguageServiceClient CALL_FUNCTION LOAD_ATTR get_transport_class LOAD_NAME type LOAD_NAME LanguageServiceClient CALL_FUNCTION CALL_METHOD STORE_NAME get_transport_class LOAD_CONST None LOAD_CONST 'grpc_asyncio' LOAD_CONST None LOAD_NAME DEFAULT_CLIENT_INFO LOAD_CONST ('credentials', 'transport', 'client_options', 'client_info') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME LanguageServiceTransport BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ClientOptions BINARY_SUBSCR LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_CONST None LOAD_CONST ('credentials', 'transport', 'client_options', 'client_info', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5f6e8030, file "f.py", line 175> LOAD_CONST 'LanguageServiceAsyncClient.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'encoding_type', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR AnalyzeSentimentRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR EncodingType BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR AnalyzeSentimentResponse LOAD_CONST ('request', 'document', 'encoding_type', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object analyze_sentiment at 0x7faa5f6e85d0, file "f.py", line 237> LOAD_CONST 'LanguageServiceAsyncClient.analyze_sentiment' MAKE_FUNCTION STORE_NAME analyze_sentiment LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'encoding_type', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR AnalyzeEntitiesRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR EncodingType BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR AnalyzeEntitiesResponse LOAD_CONST ('request', 'document', 'encoding_type', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object analyze_entities at 0x7faa5f6e8810, file "f.py", line 337> LOAD_CONST 'LanguageServiceAsyncClient.analyze_entities' MAKE_FUNCTION STORE_NAME analyze_entities LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'encoding_type', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR AnalyzeEntitySentimentRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR EncodingType BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR AnalyzeEntitySentimentResponse LOAD_CONST ('request', 'document', 'encoding_type', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object analyze_entity_sentiment at 0x7faa5f6e84b0, file "f.py", line 436> LOAD_CONST 'LanguageServiceAsyncClient.analyze_entity_sentiment' MAKE_FUNCTION STORE_NAME analyze_entity_sentiment LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'encoding_type', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR AnalyzeSyntaxRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR EncodingType BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR AnalyzeSyntaxResponse LOAD_CONST ('request', 'document', 'encoding_type', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object analyze_syntax at 0x7faa5f6e8c90, file "f.py", line 540> LOAD_CONST 'LanguageServiceAsyncClient.analyze_syntax' MAKE_FUNCTION STORE_NAME analyze_syntax LOAD_CONST (None,) LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR ClassifyTextRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR ClassifyTextResponse LOAD_CONST ('request', 'document', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object classify_text at 0x7faa75826540, file "f.py", line 638> LOAD_CONST 'LanguageServiceAsyncClient.classify_text' MAKE_FUNCTION STORE_NAME classify_text LOAD_CONST (None,) LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR ModerateTextRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR ModerateTextResponse LOAD_CONST ('request', 'document', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object moderate_text at 0x7faa758269c0, file "f.py", line 727> LOAD_CONST 'LanguageServiceAsyncClient.moderate_text' MAKE_FUNCTION STORE_NAME moderate_text LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_NAME gapic_v1 LOAD_ATTR method LOAD_ATTR DEFAULT LOAD_CONST () LOAD_CONST ('document', 'features', 'encoding_type', 'retry', 'timeout', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME language_service LOAD_ATTR AnnotateTextRequest LOAD_NAME dict BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR Document BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR AnnotateTextRequest LOAD_ATTR Features BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME language_service LOAD_ATTR EncodingType BINARY_SUBSCR LOAD_NAME OptionalRetry LOAD_NAME Union LOAD_NAME float LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME language_service LOAD_ATTR AnnotateTextResponse LOAD_CONST ('request', 'document', 'features', 'encoding_type', 'retry', 'timeout', 'metadata', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object annotate_text at 0x7faa75826d20, file "f.py", line 807> LOAD_CONST 'LanguageServiceAsyncClient.annotate_text' MAKE_FUNCTION STORE_NAME annotate_text LOAD_CONST 'LanguageServiceAsyncClient' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __aenter__ at 0x7faa75826a50, file "f.py", line 918> LOAD_CONST 'LanguageServiceAsyncClient.__aenter__' MAKE_FUNCTION STORE_NAME __aenter__ LOAD_CONST <code object __aexit__ at 0x7faa75826030, file "f.py", line 921> LOAD_CONST 'LanguageServiceAsyncClient.__aexit__' MAKE_FUNCTION STORE_NAME __aexit__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LanguageServiceClient LOAD_ATTR from_service_account_info LOAD_ATTR __func__ LOAD_GLOBAL LanguageServiceAsyncClient LOAD_FAST info BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL LanguageServiceClient LOAD_ATTR from_service_account_file LOAD_ATTR __func__ LOAD_GLOBAL LanguageServiceAsyncClient LOAD_FAST filename BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL LanguageServiceClient LOAD_METHOD get_mtls_endpoint_and_cert_source LOAD_FAST client_options CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _client LOAD_ATTR transport RETURN_VALUE LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _api_endpoint RETURN_VALUE LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _universe_domain RETURN_VALUE LOAD_GLOBAL LanguageServiceClient LOAD_FAST credentials LOAD_FAST transport LOAD_FAST client_options LOAD_FAST client_info LOAD_CONST ('credentials', 'transport', 'client_options', 'client_info') CALL_FUNCTION LOAD_FAST self STORE_ATTR _client LOAD_CONST None RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document LOAD_FAST encoding_type BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD AnalyzeSentimentRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_FAST encoding_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST encoding_type LOAD_FAST request STORE_ATTR encoding_type LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR analyze_sentiment LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document LOAD_FAST encoding_type BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD AnalyzeEntitiesRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_FAST encoding_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST encoding_type LOAD_FAST request STORE_ATTR encoding_type LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR analyze_entities LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document LOAD_FAST encoding_type BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD AnalyzeEntitySentimentRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_FAST encoding_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST encoding_type LOAD_FAST request STORE_ATTR encoding_type LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR analyze_entity_sentiment LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document LOAD_FAST encoding_type BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD AnalyzeSyntaxRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_FAST encoding_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST encoding_type LOAD_FAST request STORE_ATTR encoding_type LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR analyze_syntax LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD ClassifyTextRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR classify_text LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD ModerateTextRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR moderate_text LOAD_CONST None LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_GLOBAL any LOAD_FAST document LOAD_FAST features LOAD_FAST encoding_type BUILD_LIST CALL_FUNCTION STORE_FAST has_flattened_params LOAD_FAST request LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST has_flattened_params POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'If the `request` argument is set, then none of the individual field arguments should be set.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL language_service LOAD_METHOD AnnotateTextRequest LOAD_FAST request CALL_METHOD STORE_FAST request LOAD_FAST document LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST document LOAD_FAST request STORE_ATTR document LOAD_FAST features LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST features LOAD_FAST request STORE_ATTR features LOAD_FAST encoding_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST encoding_type LOAD_FAST request STORE_ATTR encoding_type LOAD_GLOBAL gapic_v1 LOAD_ATTR method_async LOAD_ATTR wrap_method LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _transport LOAD_ATTR annotate_text LOAD_GLOBAL retries LOAD_ATTR AsyncRetry LOAD_CONST 0.1 LOAD_CONST 60.0 LOAD_CONST 1.3 LOAD_GLOBAL retries LOAD_METHOD if_exception_type LOAD_GLOBAL core_exceptions LOAD_ATTR DeadlineExceeded LOAD_GLOBAL core_exceptions LOAD_ATTR ServiceUnavailable CALL_METHOD LOAD_CONST 600.0 LOAD_CONST ('initial', 'maximum', 'multiplier', 'predicate', 'deadline') CALL_FUNCTION LOAD_CONST 600.0 LOAD_GLOBAL DEFAULT_CLIENT_INFO LOAD_CONST ('default_retry', 'default_timeout', 'client_info') CALL_FUNCTION STORE_FAST rpc LOAD_FAST self LOAD_ATTR _client LOAD_METHOD _validate_universe_domain CALL_METHOD POP_TOP LOAD_FAST rpc LOAD_FAST request LOAD_FAST retry LOAD_FAST timeout LOAD_FAST metadata LOAD_CONST ('retry', 'timeout', 'metadata') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response LOAD_FAST response RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_FAST self LOAD_ATTR transport LOAD_METHOD close CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE
from collections import OrderedDict import functools import re from typing import ( Dict, Mapping, MutableMapping, MutableSequence, Optional, Sequence, Tuple, Type, Union, ) from google.api_core import exceptions as core_exceptions from google.api_core import gapic_v1 from google.api_core import retry_async as retries from google.api_core.client_options import ClientOptions from google.auth import credentials as ga_credentials # type: ignore from google.oauth2 import service_account # type: ignore from google.cloud.language_v1beta2 import gapic_version as package_version try: OptionalRetry = Union[retries.AsyncRetry, gapic_v1.method._MethodDefault, None] except AttributeError: # pragma: NO COVER OptionalRetry = Union[retries.AsyncRetry, object, None] # type: ignore from google.cloud.language_v1beta2.types import language_service from .client import LanguageServiceClient from .transports.base import DEFAULT_CLIENT_INFO, LanguageServiceTransport from .transports.grpc_asyncio import LanguageServiceGrpcAsyncIOTransport class LanguageServiceAsyncClient: """Provides text analysis operations such as sentiment analysis and entity recognition. """ _client: LanguageServiceClient DEFAULT_ENDPOINT = LanguageServiceClient.DEFAULT_ENDPOINT DEFAULT_MTLS_ENDPOINT = LanguageServiceClient.DEFAULT_MTLS_ENDPOINT _DEFAULT_ENDPOINT_TEMPLATE = LanguageServiceClient._DEFAULT_ENDPOINT_TEMPLATE _DEFAULT_UNIVERSE = LanguageServiceClient._DEFAULT_UNIVERSE common_billing_account_path = staticmethod( LanguageServiceClient.common_billing_account_path ) parse_common_billing_account_path = staticmethod( LanguageServiceClient.parse_common_billing_account_path ) common_folder_path = staticmethod(LanguageServiceClient.common_folder_path) parse_common_folder_path = staticmethod( LanguageServiceClient.parse_common_folder_path ) common_organization_path = staticmethod( LanguageServiceClient.common_organization_path ) parse_common_organization_path = staticmethod( LanguageServiceClient.parse_common_organization_path ) common_project_path = staticmethod(LanguageServiceClient.common_project_path) parse_common_project_path = staticmethod( LanguageServiceClient.parse_common_project_path ) common_location_path = staticmethod(LanguageServiceClient.common_location_path) parse_common_location_path = staticmethod( LanguageServiceClient.parse_common_location_path ) @classmethod def from_service_account_info(cls, info: dict, *args, **kwargs): """Creates an instance of this client using the provided credentials info. Args: info (dict): The service account private key info. args: Additional arguments to pass to the constructor. kwargs: Additional arguments to pass to the constructor. Returns: LanguageServiceAsyncClient: The constructed client. """ return LanguageServiceClient.from_service_account_info.__func__(LanguageServiceAsyncClient, info, *args, **kwargs) # type: ignore @classmethod def from_service_account_file(cls, filename: str, *args, **kwargs): """Creates an instance of this client using the provided credentials file. Args: filename (str): The path to the service account private key json file. args: Additional arguments to pass to the constructor. kwargs: Additional arguments to pass to the constructor. Returns: LanguageServiceAsyncClient: The constructed client. """ return LanguageServiceClient.from_service_account_file.__func__(LanguageServiceAsyncClient, filename, *args, **kwargs) # type: ignore from_service_account_json = from_service_account_file @classmethod def get_mtls_endpoint_and_cert_source( cls, client_options: Optional[ClientOptions] = None ): """Return the API endpoint and client cert source for mutual TLS. The client cert source is determined in the following order: (1) if `GOOGLE_API_USE_CLIENT_CERTIFICATE` environment variable is not "true", the client cert source is None. (2) if `client_options.client_cert_source` is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None. The API endpoint is determined in the following order: (1) if `client_options.api_endpoint` if provided, use the provided one. (2) if `GOOGLE_API_USE_CLIENT_CERTIFICATE` environment variable is "always", use the default mTLS endpoint; if the environment variable is "never", use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint. More details can be found at https://google.aip.dev/auth/4114. Args: client_options (google.api_core.client_options.ClientOptions): Custom options for the client. Only the `api_endpoint` and `client_cert_source` properties may be used in this method. Returns: Tuple[str, Callable[[], Tuple[bytes, bytes]]]: returns the API endpoint and the client cert source to use. Raises: google.auth.exceptions.MutualTLSChannelError: If any errors happen. """ return LanguageServiceClient.get_mtls_endpoint_and_cert_source(client_options) # type: ignore @property def transport(self) -> LanguageServiceTransport: """Returns the transport used by the client instance. Returns: LanguageServiceTransport: The transport used by the client instance. """ return self._client.transport @property def api_endpoint(self): """Return the API endpoint used by the client instance. Returns: str: The API endpoint used by the client instance. """ return self._client._api_endpoint @property def universe_domain(self) -> str: """Return the universe domain used by the client instance. Returns: str: The universe domain used by the client instance. """ return self._client._universe_domain get_transport_class = functools.partial( type(LanguageServiceClient).get_transport_class, type(LanguageServiceClient) ) def __init__( self, *, credentials: Optional[ga_credentials.Credentials] = None, transport: Union[str, LanguageServiceTransport] = "grpc_asyncio", client_options: Optional[ClientOptions] = None, client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO, ) -> None: """Instantiates the language service async client. Args: credentials (Optional[google.auth.credentials.Credentials]): The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. transport (Union[str, ~.LanguageServiceTransport]): The transport to use. If set to None, a transport is chosen automatically. client_options (Optional[Union[google.api_core.client_options.ClientOptions, dict]]): Custom options for the client. 1. The ``api_endpoint`` property can be used to override the default endpoint provided by the client when ``transport`` is not explicitly provided. Only if this property is not set and ``transport`` was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto-switch to the default mTLS endpoint if client certificate is present; this is the default value). 2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the ``client_cert_source`` property can be used to provide a client certificate for mTLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used. 3. The ``universe_domain`` property can be used to override the default "googleapis.com" universe. Note that ``api_endpoint`` property still takes precedence; and ``universe_domain`` is currently not supported for mTLS. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you're developing your own client library. Raises: google.auth.exceptions.MutualTlsChannelError: If mutual TLS transport creation failed for any reason. """ self._client = LanguageServiceClient( credentials=credentials, transport=transport, client_options=client_options, client_info=client_info, ) async def analyze_sentiment( self, request: Optional[Union[language_service.AnalyzeSentimentRequest, dict]] = None, *, document: Optional[language_service.Document] = None, encoding_type: Optional[language_service.EncodingType] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.AnalyzeSentimentResponse: r"""Analyzes the sentiment of the provided text. .. code-block:: python from google.cloud import language_v1beta2 async def sample_analyze_sentiment(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.AnalyzeSentimentRequest( document=document, ) response = await client.analyze_sentiment(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.AnalyzeSentimentRequest, dict]]): The request object. The sentiment analysis request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. encoding_type (:class:`google.cloud.language_v1beta2.types.EncodingType`): The encoding type used by the API to calculate sentence offsets for the sentence sentiment. This corresponds to the ``encoding_type`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.AnalyzeSentimentResponse: The sentiment analysis response message. """ has_flattened_params = any([document, encoding_type]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.AnalyzeSentimentRequest(request) if document is not None: request.document = document if encoding_type is not None: request.encoding_type = encoding_type rpc = gapic_v1.method_async.wrap_method( self._client._transport.analyze_sentiment, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def analyze_entities( self, request: Optional[Union[language_service.AnalyzeEntitiesRequest, dict]] = None, *, document: Optional[language_service.Document] = None, encoding_type: Optional[language_service.EncodingType] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.AnalyzeEntitiesResponse: r"""Finds named entities (currently proper names and common nouns) in the text along with entity types, salience, mentions for each entity, and other properties. .. code-block:: python from google.cloud import language_v1beta2 async def sample_analyze_entities(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.AnalyzeEntitiesRequest( document=document, ) response = await client.analyze_entities(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.AnalyzeEntitiesRequest, dict]]): The request object. The entity analysis request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. encoding_type (:class:`google.cloud.language_v1beta2.types.EncodingType`): The encoding type used by the API to calculate offsets. This corresponds to the ``encoding_type`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.AnalyzeEntitiesResponse: The entity analysis response message. """ has_flattened_params = any([document, encoding_type]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.AnalyzeEntitiesRequest(request) if document is not None: request.document = document if encoding_type is not None: request.encoding_type = encoding_type rpc = gapic_v1.method_async.wrap_method( self._client._transport.analyze_entities, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def analyze_entity_sentiment( self, request: Optional[ Union[language_service.AnalyzeEntitySentimentRequest, dict] ] = None, *, document: Optional[language_service.Document] = None, encoding_type: Optional[language_service.EncodingType] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.AnalyzeEntitySentimentResponse: r"""Finds entities, similar to [AnalyzeEntities][google.cloud.language.v1beta2.LanguageService.AnalyzeEntities] in the text and analyzes sentiment associated with each entity and its mentions. .. code-block:: python from google.cloud import language_v1beta2 async def sample_analyze_entity_sentiment(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.AnalyzeEntitySentimentRequest( document=document, ) response = await client.analyze_entity_sentiment(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.AnalyzeEntitySentimentRequest, dict]]): The request object. The entity-level sentiment analysis request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. encoding_type (:class:`google.cloud.language_v1beta2.types.EncodingType`): The encoding type used by the API to calculate offsets. This corresponds to the ``encoding_type`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.AnalyzeEntitySentimentResponse: The entity-level sentiment analysis response message. """ has_flattened_params = any([document, encoding_type]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.AnalyzeEntitySentimentRequest(request) if document is not None: request.document = document if encoding_type is not None: request.encoding_type = encoding_type rpc = gapic_v1.method_async.wrap_method( self._client._transport.analyze_entity_sentiment, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def analyze_syntax( self, request: Optional[Union[language_service.AnalyzeSyntaxRequest, dict]] = None, *, document: Optional[language_service.Document] = None, encoding_type: Optional[language_service.EncodingType] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.AnalyzeSyntaxResponse: r"""Analyzes the syntax of the text and provides sentence boundaries and tokenization along with part of speech tags, dependency trees, and other properties. .. code-block:: python from google.cloud import language_v1beta2 async def sample_analyze_syntax(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.AnalyzeSyntaxRequest( document=document, ) response = await client.analyze_syntax(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.AnalyzeSyntaxRequest, dict]]): The request object. The syntax analysis request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. encoding_type (:class:`google.cloud.language_v1beta2.types.EncodingType`): The encoding type used by the API to calculate offsets. This corresponds to the ``encoding_type`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.AnalyzeSyntaxResponse: The syntax analysis response message. """ has_flattened_params = any([document, encoding_type]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.AnalyzeSyntaxRequest(request) if document is not None: request.document = document if encoding_type is not None: request.encoding_type = encoding_type rpc = gapic_v1.method_async.wrap_method( self._client._transport.analyze_syntax, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def classify_text( self, request: Optional[Union[language_service.ClassifyTextRequest, dict]] = None, *, document: Optional[language_service.Document] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.ClassifyTextResponse: r"""Classifies a document into categories. .. code-block:: python from google.cloud import language_v1beta2 async def sample_classify_text(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.ClassifyTextRequest( document=document, ) response = await client.classify_text(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.ClassifyTextRequest, dict]]): The request object. The document classification request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.ClassifyTextResponse: The document classification response message. """ has_flattened_params = any([document]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.ClassifyTextRequest(request) if document is not None: request.document = document rpc = gapic_v1.method_async.wrap_method( self._client._transport.classify_text, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def moderate_text( self, request: Optional[Union[language_service.ModerateTextRequest, dict]] = None, *, document: Optional[language_service.Document] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.ModerateTextResponse: r"""Moderates a document for harmful and sensitive categories. .. code-block:: python from google.cloud import language_v1beta2 async def sample_moderate_text(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.ModerateTextRequest( document=document, ) response = await client.moderate_text(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.ModerateTextRequest, dict]]): The request object. The document moderation request message. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.ModerateTextResponse: The document moderation response message. """ has_flattened_params = any([document]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.ModerateTextRequest(request) if document is not None: request.document = document rpc = gapic_v1.method_async.wrap_method( self._client._transport.moderate_text, default_timeout=None, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def annotate_text( self, request: Optional[Union[language_service.AnnotateTextRequest, dict]] = None, *, document: Optional[language_service.Document] = None, features: Optional[language_service.AnnotateTextRequest.Features] = None, encoding_type: Optional[language_service.EncodingType] = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: Union[float, object] = gapic_v1.method.DEFAULT, metadata: Sequence[Tuple[str, str]] = (), ) -> language_service.AnnotateTextResponse: r"""A convenience method that provides all syntax, sentiment, entity, and classification features in one call. .. code-block:: python from google.cloud import language_v1beta2 async def sample_annotate_text(): client = language_v1beta2.LanguageServiceAsyncClient() document = language_v1beta2.Document() document.content = "content_value" request = language_v1beta2.AnnotateTextRequest( document=document, ) response = await client.annotate_text(request=request) print(response) Args: request (Optional[Union[google.cloud.language_v1beta2.types.AnnotateTextRequest, dict]]): The request object. The request message for the text annotation API, which can perform multiple analysis types (sentiment, entities, and syntax) in one call. document (:class:`google.cloud.language_v1beta2.types.Document`): Required. Input document. This corresponds to the ``document`` field on the ``request`` instance; if ``request`` is provided, this should not be set. features (:class:`google.cloud.language_v1beta2.types.AnnotateTextRequest.Features`): Required. The enabled features. This corresponds to the ``features`` field on the ``request`` instance; if ``request`` is provided, this should not be set. encoding_type (:class:`google.cloud.language_v1beta2.types.EncodingType`): The encoding type used by the API to calculate offsets. This corresponds to the ``encoding_type`` field on the ``request`` instance; if ``request`` is provided, this should not be set. retry (google.api_core.retry_async.AsyncRetry): Designation of what errors, if any, should be retried. timeout (float): The timeout for this request. metadata (Sequence[Tuple[str, str]]): Strings which should be sent along with the request as metadata. Returns: google.cloud.language_v1beta2.types.AnnotateTextResponse: The text annotations response message. """ has_flattened_params = any([document, features, encoding_type]) if request is not None and has_flattened_params: raise ValueError( "If the `request` argument is set, then none of " "the individual field arguments should be set." ) request = language_service.AnnotateTextRequest(request) if document is not None: request.document = document if features is not None: request.features = features if encoding_type is not None: request.encoding_type = encoding_type rpc = gapic_v1.method_async.wrap_method( self._client._transport.annotate_text, default_retry=retries.AsyncRetry( initial=0.1, maximum=60.0, multiplier=1.3, predicate=retries.if_exception_type( core_exceptions.DeadlineExceeded, core_exceptions.ServiceUnavailable, ), deadline=600.0, ), default_timeout=600.0, client_info=DEFAULT_CLIENT_INFO, ) self._client._validate_universe_domain() response = await rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) return response async def __aenter__(self) -> "LanguageServiceAsyncClient": return self async def __aexit__(self, exc_type, exc, tb): await self.transport.close() DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo( gapic_version=package_version.__version__ ) __all__ = ("LanguageServiceAsyncClient",)
data/google-cloud-language-2.13.1/google/cloud/language_v1beta2/services/language_service/async_client.py
6,966
9,043
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SETUP_ANNOTATIONS LOAD_CONST "concurrent_log_handler: A smart replacement for the standard RotatingFileHandler\n\nConcurrentRotatingFileHandler: This class is a log handler which is a drop-in\nreplacement for the python standard log handler 'RotateFileHandler', the primary\ndifference being that this handler will continue to write to the same file if\nthe file cannot be rotated for some reason, whereas the RotatingFileHandler will\nstrictly adhere to the maximum file size. Unfortunately, if you are using the\nRotatingFileHandler on Windows, you will find that once an attempted rotation\nfails, all subsequent log messages are dropped. The other major advantage of\nthis module is that multiple processes can safely write to a single log file.\n\nTo put it another way: This module's top priority is preserving your log\nrecords, whereas the standard library attempts to limit disk usage, which can\npotentially drop log messages. If you are trying to determine which module to\nuse, there are number of considerations: What is most important: strict disk\nspace usage or preservation of log messages? What OSes are you supporting? Can\nyou afford to have processes blocked by file locks?\n\nConcurrent access is handled by using file locks, which should ensure that log\nmessages are not dropped or clobbered. This means that a file lock is acquired\nand released for every log message that is written to disk. (On Windows, you may\nalso run into a temporary situation where the log file must be opened and closed\nfor each log message.) This can have potentially performance implications. In my\ntesting, performance was more than adequate, but if you need a high-volume or\nlow-latency solution, I suggest you look elsewhere.\n\nWarning: see notes in the README.md about changing rotation settings like maxBytes.\nIf different processes are writing to the same file, they should all have the same\nsettings at the same time, or unexpected behavior may result. This may mean that if you\nchange the logging settings at any point you may need to restart your app service\nso that all processes are using the same settings at the same time.\n\nThis module currently only support the 'nt' and 'posix' platforms due to the\nusage of the portalocker module. I do not have access to any other platforms\nfor testing, patches are welcome.\n\nSee the README file for an example usage of this module.\n\nThis module supports Python 3.6 and later.\n(Support for older version was dropped in 0.9.23.)\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME errno STORE_NAME errno LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_NAME traceback LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('TextIOWrapper',) IMPORT_NAME io IMPORT_FROM TextIOWrapper STORE_NAME TextIOWrapper POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseRotatingHandler', 'TimedRotatingFileHandler') IMPORT_NAME logging.handlers IMPORT_FROM BaseRotatingHandler STORE_NAME BaseRotatingHandler IMPORT_FROM TimedRotatingFileHandler STORE_NAME TimedRotatingFileHandler POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Dict', 'Generator', 'List', 'Optional', 'Tuple') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple POP_TOP LOAD_CONST 0 LOAD_CONST ('LOCK_EX', 'lock', 'unlock') IMPORT_NAME portalocker IMPORT_FROM LOCK_EX STORE_NAME LOCK_EX IMPORT_FROM lock STORE_NAME lock IMPORT_FROM unlock STORE_NAME unlock POP_TOP SETUP_EXCEPT to 184 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME grp STORE_NAME grp LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pwd STORE_NAME pwd POP_BLOCK JUMP_FORWARD to 212 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None DUP_TOP STORE_NAME pwd STORE_NAME grp POP_EXCEPT JUMP_FORWARD to 212 END_FINALLY SETUP_EXCEPT to 230 LOAD_CONST 0 LOAD_CONST ('randbits',) IMPORT_NAME secrets IMPORT_FROM randbits STORE_NAME randbits POP_TOP POP_BLOCK JUMP_FORWARD to 300 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_NAME hasattr LOAD_NAME random LOAD_CONST 'SystemRandom' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME random LOAD_METHOD SystemRandom CALL_METHOD LOAD_ATTR getrandbits STORE_NAME randbits JUMP_FORWARD to 294 LOAD_NAME int LOAD_NAME int LOAD_CONST ('k', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object randbits at 0x7fab702a6930, file "f.py", line 73> LOAD_CONST 'randbits' MAKE_FUNCTION STORE_NAME randbits POP_EXCEPT JUMP_FORWARD to 300 END_FINALLY SETUP_EXCEPT to 314 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME gzip STORE_NAME gzip POP_BLOCK JUMP_FORWARD to 340 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_NAME gzip POP_EXCEPT JUMP_FORWARD to 340 END_FINALLY LOAD_CONST 'ConcurrentRotatingFileHandler' LOAD_CONST 'ConcurrentTimedRotatingFileHandler' BUILD_LIST STORE_NAME __all__ LOAD_NAME hasattr LOAD_NAME os LOAD_CONST 'chown' CALL_FUNCTION STORE_NAME HAS_CHOWN LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'HAS_CHOWN' STORE_SUBSCR LOAD_NAME hasattr LOAD_NAME os LOAD_CONST 'chmod' CALL_FUNCTION STORE_NAME HAS_CHMOD LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'HAS_CHMOD' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object ConcurrentRotatingFileHandler at 0x7fab420186f0, file "f.py", line 91> LOAD_CONST 'ConcurrentRotatingFileHandler' MAKE_FUNCTION LOAD_CONST 'ConcurrentRotatingFileHandler' LOAD_NAME BaseRotatingHandler CALL_FUNCTION STORE_NAME ConcurrentRotatingFileHandler LOAD_BUILD_CLASS LOAD_CONST <code object ConcurrentTimedRotatingFileHandler at 0x7faac03ada50, file "f.py", line 540> LOAD_CONST 'ConcurrentTimedRotatingFileHandler' MAKE_FUNCTION LOAD_CONST 'ConcurrentTimedRotatingFileHandler' LOAD_NAME TimedRotatingFileHandler CALL_FUNCTION STORE_NAME ConcurrentTimedRotatingFileHandler LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging.handlers STORE_NAME logging LOAD_NAME ConcurrentRotatingFileHandler LOAD_NAME logging LOAD_ATTR handlers STORE_ATTR ConcurrentRotatingFileHandler LOAD_NAME ConcurrentTimedRotatingFileHandler LOAD_NAME logging LOAD_ATTR handlers STORE_ATTR ConcurrentTimedRotatingFileHandler LOAD_CONST None RETURN_VALUE LOAD_GLOBAL random LOAD_METHOD Random CALL_METHOD LOAD_METHOD getrandbits LOAD_FAST k CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConcurrentRotatingFileHandler' STORE_NAME __qualname__ LOAD_CONST 'Handler for logging to a set of files, which switches from one file to the\n next when the current file reaches a certain size. Multiple processes can\n write to the log file concurrently, but this may mean that the file will\n exceed the given size.\n ' STORE_NAME __doc__ LOAD_CONST ('a', 0, 0, None, False, None, False, None, None, None, None, '\n', 'ignore', None) LOAD_NAME str LOAD_NAME str LOAD_NAME int LOAD_NAME int LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_NAME bool LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('filename', 'mode', 'maxBytes', 'backupCount', 'encoding', 'debug', 'delay', 'use_gzip', 'owner', 'chmod', 'umask', 'newline', 'terminator', 'unicode_error_policy', 'lock_file_directory') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab702a65d0, file "f.py", line 98> LOAD_CONST 'ConcurrentRotatingFileHandler.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('lock_file_directory', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object getLockFilename at 0x7fab702a6540, file "f.py", line 222> LOAD_CONST 'ConcurrentRotatingFileHandler.getLockFilename' MAKE_FUNCTION STORE_NAME getLockFilename LOAD_NAME staticmethod LOAD_NAME str LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('baseFilename', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object baseLockFilename at 0x7faac0274d20, file "f.py", line 236> LOAD_CONST 'ConcurrentRotatingFileHandler.baseLockFilename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME baseLockFilename LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST None LOAD_CONST ('lock_file_directory', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __create_lock_directory__ at 0x7faac0274ae0, file "f.py", line 243> LOAD_CONST 'ConcurrentRotatingFileHandler.__create_lock_directory__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __create_lock_directory__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _open_lockfile at 0x7fab703f74b0, file "f.py", line 252> LOAD_CONST 'ConcurrentRotatingFileHandler._open_lockfile' MAKE_FUNCTION STORE_NAME _open_lockfile LOAD_NAME str LOAD_NAME TextIOWrapper LOAD_CONST ('file_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object atomic_open at 0x7fab4158ec00, file "f.py", line 263> LOAD_CONST 'ConcurrentRotatingFileHandler.atomic_open' MAKE_FUNCTION STORE_NAME atomic_open LOAD_CONST (None,) LOAD_CONST None LOAD_CONST None LOAD_CONST ('mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _open at 0x7fab4158edb0, file "f.py", line 276> LOAD_CONST 'ConcurrentRotatingFileHandler._open' MAKE_FUNCTION STORE_NAME _open LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME TextIOWrapper LOAD_CONST ('mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object do_open at 0x7fab4158e660, file "f.py", line 279> LOAD_CONST 'ConcurrentRotatingFileHandler.do_open' MAKE_FUNCTION STORE_NAME do_open LOAD_NAME contextmanager LOAD_NAME Generator LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _alter_umask at 0x7fab4158e6f0, file "f.py", line 303> LOAD_CONST 'ConcurrentRotatingFileHandler._alter_umask' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _alter_umask LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _close at 0x7fab4158e930, file "f.py", line 315> LOAD_CONST 'ConcurrentRotatingFileHandler._close' MAKE_FUNCTION STORE_NAME _close LOAD_CONST (False,) LOAD_NAME str LOAD_NAME bool LOAD_CONST None LOAD_CONST ('msg', 'stack', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _console_log at 0x7fab42018e40, file "f.py", line 327> LOAD_CONST 'ConcurrentRotatingFileHandler._console_log' MAKE_FUNCTION STORE_NAME _console_log LOAD_NAME logging LOAD_ATTR LogRecord LOAD_CONST None LOAD_CONST ('record', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object emit at 0x7fab42018300, file "f.py", line 340> LOAD_CONST 'ConcurrentRotatingFileHandler.emit' MAKE_FUNCTION STORE_NAME emit LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flush at 0x7fab420184b0, file "f.py", line 369> LOAD_CONST 'ConcurrentRotatingFileHandler.flush' MAKE_FUNCTION STORE_NAME flush LOAD_NAME str LOAD_CONST None LOAD_CONST ('msg', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object do_write at 0x7fab42018660, file "f.py", line 372> LOAD_CONST 'ConcurrentRotatingFileHandler.do_write' MAKE_FUNCTION STORE_NAME do_write LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _do_lock at 0x7fab42018f60, file "f.py", line 393> LOAD_CONST 'ConcurrentRotatingFileHandler._do_lock' MAKE_FUNCTION STORE_NAME _do_lock LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _do_unlock at 0x7fab42018c90, file "f.py", line 412> LOAD_CONST 'ConcurrentRotatingFileHandler._do_unlock' MAKE_FUNCTION STORE_NAME _do_unlock LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object close at 0x7fab420180c0, file "f.py", line 424> LOAD_CONST 'ConcurrentRotatingFileHandler.close' MAKE_FUNCTION STORE_NAME close LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object doRollover at 0x7fab42018a50, file "f.py", line 432> LOAD_CONST 'ConcurrentRotatingFileHandler.doRollover' MAKE_FUNCTION STORE_NAME doRollover LOAD_NAME logging LOAD_ATTR LogRecord LOAD_NAME bool LOAD_CONST ('record', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object shouldRollover at 0x7fab42018420, file "f.py", line 492> LOAD_CONST 'ConcurrentRotatingFileHandler.shouldRollover' MAKE_FUNCTION STORE_NAME shouldRollover LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _shouldRollover at 0x7fab420188a0, file "f.py", line 503> LOAD_CONST 'ConcurrentRotatingFileHandler._shouldRollover' MAKE_FUNCTION STORE_NAME _shouldRollover LOAD_NAME str LOAD_CONST None LOAD_CONST ('input_filename', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object do_gzip at 0x7fab42018d20, file "f.py", line 514> LOAD_CONST 'ConcurrentRotatingFileHandler.do_gzip' MAKE_FUNCTION STORE_NAME do_gzip LOAD_NAME str LOAD_CONST None LOAD_CONST ('filename', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _do_chown_and_chmod at 0x7fab42018150, file "f.py", line 532> LOAD_CONST 'ConcurrentRotatingFileHandler._do_chown_and_chmod' MAKE_FUNCTION STORE_NAME _do_chown_and_chmod LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR stream LOAD_CONST None LOAD_FAST self STORE_ATTR stream_lock LOAD_FAST owner LOAD_FAST self STORE_ATTR owner LOAD_FAST chmod LOAD_FAST self STORE_ATTR chmod LOAD_FAST umask LOAD_FAST self STORE_ATTR umask LOAD_CONST None LOAD_FAST self STORE_ATTR _set_uid LOAD_CONST None LOAD_FAST self STORE_ATTR _set_gid LOAD_FAST maxBytes LOAD_FAST self STORE_ATTR maxBytes LOAD_FAST backupCount LOAD_FAST self STORE_ATTR backupCount LOAD_FAST newline LOAD_FAST self STORE_ATTR newline LOAD_FAST debug LOAD_FAST self STORE_ATTR _debug LOAD_GLOBAL bool LOAD_GLOBAL gzip JUMP_IF_FALSE_OR_POP LOAD_FAST use_gzip CALL_FUNCTION LOAD_FAST self STORE_ATTR use_gzip LOAD_CONST 8096 LOAD_FAST self STORE_ATTR gzip_buffer LOAD_CONST 20 LOAD_FAST self STORE_ATTR maxLockAttempts LOAD_FAST unicode_error_policy LOAD_CONST ('ignore', 'replace', 'strict') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 'ignore' STORE_FAST unicode_error_policy LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Invalid unicode_error_policy for concurrent_log_handler: must be ignore, replace, or strict. Defaulting to ignore.' LOAD_GLOBAL UserWarning LOAD_CONST 3 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_FAST unicode_error_policy LOAD_FAST self STORE_ATTR unicode_error_policy LOAD_FAST delay LOAD_CONST (None, True) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'concurrent_log_handler parameter `delay` is now ignored and implied as True, please remove from your config.' LOAD_GLOBAL DeprecationWarning LOAD_CONST 3 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_GLOBAL super LOAD_GLOBAL ConcurrentRotatingFileHandler LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST filename LOAD_FAST mode LOAD_FAST encoding LOAD_CONST True LOAD_CONST ('encoding', 'delay') CALL_FUNCTION POP_TOP LOAD_FAST terminator JUMP_IF_TRUE_OR_POP LOAD_CONST '\n' LOAD_FAST self STORE_ATTR terminator LOAD_FAST self LOAD_ATTR owner POP_JUMP_IF_FALSE LOAD_GLOBAL HAS_CHOWN POP_JUMP_IF_FALSE LOAD_GLOBAL pwd POP_JUMP_IF_FALSE LOAD_GLOBAL grp POP_JUMP_IF_FALSE LOAD_GLOBAL pwd LOAD_METHOD getpwnam LOAD_FAST self LOAD_ATTR owner LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_ATTR pw_uid LOAD_FAST self STORE_ATTR _set_uid LOAD_GLOBAL grp LOAD_METHOD getgrnam LOAD_FAST self LOAD_ATTR owner LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD LOAD_ATTR gr_gid LOAD_FAST self STORE_ATTR _set_gid LOAD_FAST self LOAD_METHOD getLockFilename LOAD_FAST lock_file_directory CALL_METHOD LOAD_FAST self STORE_ATTR lockFilename LOAD_CONST False LOAD_FAST self STORE_ATTR is_locked LOAD_CONST 0 LOAD_FAST self STORE_ATTR num_rollovers LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD baseLockFilename LOAD_FAST self LOAD_ATTR baseFilename CALL_METHOD UNPACK_SEQUENCE STORE_FAST lock_path STORE_FAST lock_name LOAD_FAST lock_file_directory POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD __create_lock_directory__ LOAD_FAST lock_file_directory CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST lock_file_directory LOAD_FAST lock_name CALL_METHOD RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST lock_path LOAD_FAST lock_name CALL_METHOD RETURN_VALUE LOAD_FAST baseFilename LOAD_METHOD endswith LOAD_CONST '.log' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST baseFilename LOAD_CONST None LOAD_CONST -4 BUILD_SLICE BINARY_SUBSCR JUMP_FORWARD to 24 LOAD_FAST baseFilename STORE_FAST lock_file LOAD_FAST lock_file LOAD_CONST '.lock' INPLACE_ADD STORE_FAST lock_file LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD split LOAD_FAST lock_file CALL_METHOD UNPACK_SEQUENCE STORE_FAST lock_path STORE_FAST lock_name LOAD_FAST lock_path LOAD_CONST '.__' LOAD_FAST lock_name BINARY_ADD BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST lock_file_directory CALL_METHOD POP_JUMP_IF_TRUE SETUP_EXCEPT to 28 LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST lock_file_directory CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 76 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 62 LOAD_FAST err LOAD_ATTR errno LOAD_GLOBAL errno LOAD_ATTR EEXIST COMPARE_OP != POP_JUMP_IF_FALSE RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 76 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR stream_lock POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stream_lock LOAD_ATTR closed POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Lockfile already open in this process' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR lockFilename STORE_FAST lock_file LOAD_FAST self LOAD_METHOD _alter_umask CALL_METHOD SETUP_WITH to 60 POP_TOP LOAD_FAST self LOAD_METHOD atomic_open LOAD_FAST lock_file CALL_METHOD LOAD_FAST self STORE_ATTR stream_lock POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD _do_chown_and_chmod LOAD_FAST lock_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 26 LOAD_GLOBAL open LOAD_FAST file_path LOAD_CONST 'r+' LOAD_FAST self LOAD_ATTR encoding LOAD_FAST self LOAD_ATTR newline LOAD_CONST ('encoding', 'newline') CALL_FUNCTION STORE_FAST file POP_BLOCK JUMP_FORWARD to 138 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP SETUP_EXCEPT to 92 LOAD_GLOBAL os LOAD_METHOD open LOAD_FAST file_path LOAD_GLOBAL os LOAD_ATTR O_CREAT LOAD_GLOBAL os LOAD_ATTR O_EXCL BINARY_OR LOAD_GLOBAL os LOAD_ATTR O_RDWR BINARY_OR CALL_METHOD STORE_FAST fd LOAD_GLOBAL open LOAD_FAST fd LOAD_CONST 'r+' LOAD_FAST self LOAD_ATTR encoding LOAD_FAST self LOAD_ATTR newline LOAD_CONST ('encoding', 'newline') CALL_FUNCTION STORE_FAST file POP_BLOCK JUMP_FORWARD to 132 DUP_TOP LOAD_GLOBAL FileExistsError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL open LOAD_FAST file_path LOAD_CONST 'r+' LOAD_FAST self LOAD_ATTR encoding LOAD_FAST self LOAD_ATTR newline LOAD_CONST ('encoding', 'newline') CALL_FUNCTION STORE_FAST file POP_EXCEPT JUMP_FORWARD to 132 END_FINALLY POP_EXCEPT JUMP_FORWARD to 138 END_FINALLY LOAD_FAST file RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST mode LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR mode STORE_FAST mode LOAD_FAST self LOAD_METHOD _alter_umask CALL_METHOD SETUP_WITH to 50 POP_TOP LOAD_GLOBAL open LOAD_FAST self LOAD_ATTR baseFilename LOAD_FAST mode LOAD_FAST self LOAD_ATTR encoding LOAD_FAST self LOAD_ATTR newline LOAD_CONST ('mode', 'encoding', 'newline') CALL_FUNCTION STORE_FAST stream POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST stream LOAD_GLOBAL TextIOWrapper CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD _do_chown_and_chmod LOAD_FAST self LOAD_ATTR baseFilename CALL_METHOD POP_TOP LOAD_FAST stream RETURN_VALUE LOAD_FAST self LOAD_ATTR umask LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None YIELD_VALUE POP_TOP JUMP_FORWARD to 54 LOAD_GLOBAL os LOAD_METHOD umask LOAD_FAST self LOAD_ATTR umask CALL_METHOD STORE_FAST prev_umask SETUP_FINALLY to 42 LOAD_CONST None YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None LOAD_GLOBAL os LOAD_METHOD umask LOAD_FAST prev_umask CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR stream POP_JUMP_IF_FALSE SETUP_FINALLY to 40 LOAD_FAST self LOAD_ATTR stream LOAD_ATTR closed POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR stream LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stream LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None LOAD_FAST self STORE_ATTR stream END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _debug POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME threading STORE_FAST threading LOAD_FAST threading LOAD_METHOD current_thread CALL_METHOD LOAD_ATTR name STORE_FAST tid LOAD_GLOBAL os LOAD_METHOD getpid CALL_METHOD STORE_FAST pid LOAD_CONST '' STORE_FAST stack_str LOAD_FAST stack POP_JUMP_IF_FALSE LOAD_CONST ':\n' LOAD_CONST '' LOAD_METHOD join LOAD_GLOBAL traceback LOAD_METHOD format_stack CALL_METHOD CALL_METHOD BINARY_ADD STORE_FAST stack_str LOAD_GLOBAL time LOAD_METHOD asctime CALL_METHOD STORE_FAST asctime LOAD_GLOBAL print LOAD_CONST '[' LOAD_FAST tid FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST pid FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST asctime FORMAT_VALUE LOAD_CONST '] ' LOAD_FAST msg FORMAT_VALUE LOAD_FAST stack_str FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 134 LOAD_FAST self LOAD_METHOD format LOAD_FAST record CALL_METHOD STORE_FAST msg SETUP_FINALLY to 120 LOAD_FAST self LOAD_METHOD _do_lock CALL_METHOD POP_TOP SETUP_EXCEPT to 46 LOAD_FAST self LOAD_METHOD shouldRollover LOAD_FAST record CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD doRollover CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 92 LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Unable to do rollover: ' LOAD_FAST e FORMAT_VALUE LOAD_CONST '\n' LOAD_GLOBAL traceback LOAD_METHOD format_exc CALL_METHOD FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_FAST self LOAD_METHOD do_write LOAD_FAST msg CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_METHOD _do_unlock CALL_METHOD POP_TOP END_FINALLY POP_BLOCK JUMP_FORWARD to 188 DUP_TOP LOAD_GLOBAL KeyboardInterrupt LOAD_GLOBAL SystemExit BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 188 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD handleError LOAD_FAST record CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 188 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD do_open CALL_METHOD LOAD_FAST self STORE_ATTR stream LOAD_FAST self LOAD_ATTR stream STORE_FAST stream LOAD_FAST msg LOAD_FAST self LOAD_ATTR terminator BINARY_ADD STORE_FAST msg SETUP_EXCEPT to 42 LOAD_FAST stream LOAD_METHOD write LOAD_FAST msg CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 146 DUP_TOP LOAD_GLOBAL UnicodeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP SETUP_EXCEPT to 118 LOAD_GLOBAL getattr LOAD_FAST stream LOAD_CONST 'encoding' LOAD_FAST self LOAD_ATTR encoding JUMP_IF_TRUE_OR_POP LOAD_CONST 'us-ascii' CALL_FUNCTION STORE_FAST encoding LOAD_FAST msg LOAD_METHOD encode LOAD_FAST encoding LOAD_FAST self LOAD_ATTR unicode_error_policy CALL_METHOD STORE_FAST msg_bin LOAD_FAST msg_bin LOAD_METHOD decode LOAD_FAST encoding LOAD_FAST self LOAD_ATTR unicode_error_policy CALL_METHOD STORE_FAST msg LOAD_FAST stream LOAD_METHOD write LOAD_FAST msg CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 140 DUP_TOP LOAD_GLOBAL UnicodeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY POP_EXCEPT JUMP_FORWARD to 146 END_FINALLY LOAD_FAST stream LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR is_locked POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _open_lockfile CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stream_lock POP_JUMP_IF_FALSE SETUP_LOOP to 126 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR maxLockAttempts CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST _i SETUP_EXCEPT to 66 LOAD_GLOBAL lock LOAD_FAST self LOAD_ATTR stream_lock LOAD_GLOBAL LOCK_EX CALL_FUNCTION POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR is_locked BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP CONTINUE_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL RuntimeError LOAD_CONST 'Cannot acquire lock after ' LOAD_FAST self LOAD_ATTR maxLockAttempts FORMAT_VALUE LOAD_CONST ' attempts' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 126 LOAD_FAST self LOAD_ATTR _console_log LOAD_CONST 'No self.stream_lock to lock' LOAD_CONST True LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR stream_lock POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR is_locked POP_JUMP_IF_FALSE SETUP_FINALLY to 28 LOAD_GLOBAL unlock LOAD_FAST self LOAD_ATTR stream_lock CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST False LOAD_FAST self STORE_ATTR is_locked LOAD_FAST self LOAD_ATTR stream_lock LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR stream_lock END_FINALLY JUMP_FORWARD to 68 LOAD_FAST self LOAD_ATTR _console_log LOAD_CONST 'No self.stream_lock to unlock' LOAD_CONST True LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _console_log LOAD_CONST 'In close()' LOAD_CONST True LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP SETUP_FINALLY to 28 LOAD_FAST self LOAD_METHOD _close CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_GLOBAL super LOAD_GLOBAL ConcurrentRotatingFileHandler LOAD_FAST self CALL_FUNCTION LOAD_METHOD close CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD _close CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR backupCount LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD do_open LOAD_CONST 'w' CALL_METHOD LOAD_DEREF self STORE_ATTR stream LOAD_DEREF self LOAD_METHOD _close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST tmpname SETUP_LOOP to 88 LOAD_DEREF self LOAD_ATTR baseFilename FORMAT_VALUE LOAD_CONST '.rotate.' LOAD_GLOBAL randbits LOAD_CONST 64 CALL_FUNCTION LOAD_CONST '08' FORMAT_VALUE with format BUILD_STRING STORE_FAST tmpname LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST tmpname CALL_METHOD POP_JUMP_IF_TRUE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 124 LOAD_GLOBAL os LOAD_METHOD rename LOAD_DEREF self LOAD_ATTR baseFilename LOAD_FAST tmpname CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR use_gzip POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD do_gzip LOAD_FAST tmpname CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 178 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 164 LOAD_DEREF self LOAD_ATTR _console_log LOAD_CONST 'rename failed. File in use? e=' LOAD_FAST e FORMAT_VALUE BUILD_STRING LOAD_CONST True LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 178 END_FINALLY LOAD_DEREF self LOAD_ATTR use_gzip POP_JUMP_IF_FALSE LOAD_CONST '.gz' JUMP_FORWARD to 190 LOAD_CONST '' STORE_DEREF gzip_ext LOAD_GLOBAL str LOAD_GLOBAL str LOAD_CONST None LOAD_CONST ('source_fn', 'dest_fn', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE gzip_ext LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object do_rename at 0x7fab42018270, file "f.py", line 458> LOAD_CONST 'ConcurrentRotatingFileHandler.doRollover.<locals>.do_rename' MAKE_FUNCTION STORE_FAST do_rename BUILD_LIST STORE_FAST do_renames SETUP_LOOP to 326 LOAD_GLOBAL range LOAD_CONST 1 LOAD_DEREF self LOAD_ATTR backupCount CALL_FUNCTION GET_ITER FOR_ITER to 324 STORE_FAST i LOAD_DEREF self LOAD_METHOD rotation_filename LOAD_DEREF self LOAD_ATTR baseFilename FORMAT_VALUE LOAD_CONST '.' LOAD_FAST i FORMAT_VALUE BUILD_STRING CALL_METHOD STORE_FAST sfn LOAD_DEREF self LOAD_METHOD rotation_filename LOAD_DEREF self LOAD_ATTR baseFilename FORMAT_VALUE LOAD_CONST '.' LOAD_FAST i LOAD_CONST 1 BINARY_ADD FORMAT_VALUE BUILD_STRING CALL_METHOD STORE_FAST dfn LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST sfn LOAD_DEREF gzip_ext BINARY_ADD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST do_renames LOAD_METHOD append LOAD_FAST sfn LOAD_FAST dfn BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 360 LOAD_GLOBAL reversed LOAD_FAST do_renames CALL_FUNCTION GET_ITER FOR_ITER to 358 UNPACK_SEQUENCE STORE_FAST sfn STORE_FAST dfn LOAD_FAST do_rename LOAD_FAST sfn LOAD_FAST dfn CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF self LOAD_METHOD rotation_filename LOAD_DEREF self LOAD_ATTR baseFilename LOAD_CONST '.1' BINARY_ADD CALL_METHOD STORE_FAST dfn LOAD_FAST do_rename LOAD_FAST tmpname LOAD_FAST dfn CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR use_gzip EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR baseFilename LOAD_CONST '.1.gz' BINARY_ADD STORE_FAST logFilename LOAD_DEREF self LOAD_METHOD _do_chown_and_chmod LOAD_FAST logFilename CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR num_rollovers LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR num_rollovers LOAD_DEREF self LOAD_METHOD _console_log LOAD_CONST 'Rotation completed (on size)' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD _console_log LOAD_CONST 'Rename ' LOAD_FAST source_fn FORMAT_VALUE LOAD_CONST ' -> ' LOAD_FAST dest_fn LOAD_DEREF gzip_ext BINARY_ADD FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dest_fn CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST dest_fn CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dest_fn LOAD_DEREF gzip_ext BINARY_ADD CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST dest_fn LOAD_DEREF gzip_ext BINARY_ADD CALL_METHOD POP_TOP LOAD_FAST source_fn LOAD_DEREF gzip_ext BINARY_ADD STORE_FAST source_gzip LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST source_gzip CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD rename LOAD_FAST source_gzip LOAD_FAST dest_fn LOAD_DEREF gzip_ext BINARY_ADD CALL_METHOD POP_TOP JUMP_FORWARD to 140 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST source_fn CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD rename LOAD_FAST source_fn LOAD_FAST dest_fn CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _shouldRollover CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR maxBytes LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD do_open CALL_METHOD LOAD_FAST self STORE_ATTR stream SETUP_FINALLY to 60 LOAD_FAST self LOAD_ATTR stream LOAD_METHOD seek LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stream LOAD_METHOD tell CALL_METHOD LOAD_FAST self LOAD_ATTR maxBytes COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_METHOD _close CALL_METHOD POP_TOP END_FINALLY LOAD_CONST False RETURN_VALUE LOAD_GLOBAL gzip POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _console_log LOAD_CONST '#no gzip available' LOAD_CONST False LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST input_filename LOAD_CONST '.gz' BINARY_ADD STORE_FAST out_filename LOAD_GLOBAL open LOAD_FAST input_filename LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 104 STORE_FAST input_fh LOAD_GLOBAL gzip LOAD_METHOD open LOAD_FAST out_filename LOAD_CONST 'wb' CALL_METHOD SETUP_WITH to 94 STORE_FAST gzip_fh SETUP_LOOP to 90 LOAD_FAST input_fh LOAD_METHOD read LOAD_FAST self LOAD_ATTR gzip_buffer CALL_METHOD STORE_FAST data LOAD_FAST data POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST gzip_fh LOAD_METHOD write LOAD_FAST data CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST input_filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _console_log LOAD_CONST '#gzipped: ' LOAD_FAST out_filename FORMAT_VALUE BUILD_STRING LOAD_CONST False LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL HAS_CHOWN POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _set_uid LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _set_gid LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD chown LOAD_FAST filename LOAD_FAST self LOAD_ATTR _set_uid LOAD_FAST self LOAD_ATTR _set_gid CALL_METHOD POP_TOP LOAD_GLOBAL HAS_CHMOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR chmod LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD chmod LOAD_FAST filename LOAD_FAST self LOAD_ATTR chmod CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConcurrentTimedRotatingFileHandler' STORE_NAME __qualname__ LOAD_CONST 'A time-based rotating log handler that supports concurrent access across\n multiple processes or hosts (using logs on a shared network drive).\n\n You can also include size-based rotation by setting maxBytes > 0.\n WARNING: if you only want time-based rollover and NOT also size-based, set maxBytes=0,\n which is already the default.\n Please note that when size-based rotation is done, it still uses the naming scheme\n of the time-based rotation. If multiple rotations had to be done within the timeframe of\n the time-based rollover name, then a number like ".1" will be appended to the end of the name.\n\n Note that `errors` is ignored unless using Python 3.9 or later.\n ' STORE_NAME __doc__ LOAD_CONST ('h', 1, 0, None, False, False, None, None, 0, False, None, None, None, None, '\n', 'ignore', None) LOAD_NAME str LOAD_NAME str LOAD_NAME int LOAD_NAME int LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME datetime LOAD_ATTR time BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME int LOAD_NAME bool LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('filename', 'when', 'interval', 'backupCount', 'encoding', 'delay', 'utc', 'atTime', 'errors', 'maxBytes', 'use_gzip', 'owner', 'chmod', 'umask', 'newline', 'terminator', 'unicode_error_policy', 'lock_file_directory') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab42018930, file "f.py", line 554> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __internal_close at 0x7fab42018780, file "f.py", line 614> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.__internal_close' MAKE_FUNCTION STORE_NAME _ConcurrentTimedRotatingFileHandler__internal_close LOAD_CONST (False,) LOAD_NAME str LOAD_NAME bool LOAD_CONST None LOAD_CONST ('msg', 'stack', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _console_log at 0x7fab42018db0, file "f.py", line 619> LOAD_CONST 'ConcurrentTimedRotatingFileHandler._console_log' MAKE_FUNCTION STORE_NAME _console_log LOAD_NAME logging LOAD_ATTR LogRecord LOAD_CONST None LOAD_CONST ('record', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object emit at 0x7fab42018b70, file "f.py", line 622> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.emit' MAKE_FUNCTION STORE_NAME emit LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object read_rollover_time at 0x7faac03ad0c0, file "f.py", line 654> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.read_rollover_time' MAKE_FUNCTION STORE_NAME read_rollover_time LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object write_rollover_time at 0x7faac03ad390, file "f.py", line 674> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.write_rollover_time' MAKE_FUNCTION STORE_NAME write_rollover_time LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object initialize_rollover_time at 0x7faac03adae0, file "f.py", line 689> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.initialize_rollover_time' MAKE_FUNCTION STORE_NAME initialize_rollover_time LOAD_NAME logging LOAD_ATTR LogRecord LOAD_NAME bool LOAD_CONST ('record', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object shouldRollover at 0x7faac03ad1e0, file "f.py", line 709> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.shouldRollover' MAKE_FUNCTION STORE_NAME shouldRollover LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object doRollover at 0x7faac03ad6f0, file "f.py", line 724> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.doRollover' MAKE_FUNCTION STORE_NAME doRollover LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object getFilesToDelete at 0x7faac03ad030, file "f.py", line 788> LOAD_CONST 'ConcurrentTimedRotatingFileHandler.getFilesToDelete' MAKE_FUNCTION STORE_NAME getFilesToDelete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST 'mode' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_CONST 'mode' DELETE_SUBSCR BUILD_MAP STORE_FAST trfh_kwargs LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 9) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST errors LOAD_FAST trfh_kwargs LOAD_CONST 'errors' STORE_SUBSCR LOAD_GLOBAL TimedRotatingFileHandler LOAD_ATTR __init__ LOAD_FAST self LOAD_FAST filename BUILD_TUPLE LOAD_FAST when LOAD_FAST interval LOAD_FAST backupCount LOAD_FAST encoding LOAD_FAST delay LOAD_FAST utc LOAD_FAST atTime LOAD_CONST ('when', 'interval', 'backupCount', 'encoding', 'delay', 'utc', 'atTime') BUILD_CONST_KEY_MAP LOAD_FAST trfh_kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL ConcurrentRotatingFileHandler LOAD_FAST filename BUILD_TUPLE LOAD_CONST 'a' LOAD_FAST backupCount LOAD_FAST encoding LOAD_CONST None LOAD_FAST maxBytes LOAD_FAST use_gzip LOAD_FAST owner LOAD_FAST chmod LOAD_FAST umask LOAD_FAST newline LOAD_FAST terminator LOAD_FAST unicode_error_policy LOAD_FAST lock_file_directory LOAD_CONST ('mode', 'backupCount', 'encoding', 'delay', 'maxBytes', 'use_gzip', 'owner', 'chmod', 'umask', 'newline', 'terminator', 'unicode_error_policy', 'lock_file_directory') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION LOAD_FAST self STORE_ATTR clh LOAD_CONST 0 LOAD_FAST self STORE_ATTR num_rollovers LOAD_FAST self LOAD_METHOD _ConcurrentTimedRotatingFileHandler__internal_close CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD initialize_rollover_time CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR stream POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stream LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR stream LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR clh LOAD_ATTR _console_log LOAD_FAST msg LOAD_FAST stack LOAD_CONST ('stack',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 136 LOAD_FAST self LOAD_METHOD format LOAD_FAST record CALL_METHOD STORE_FAST msg SETUP_FINALLY to 120 LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _do_lock CALL_METHOD POP_TOP SETUP_EXCEPT to 48 LOAD_FAST self LOAD_METHOD shouldRollover LOAD_FAST record CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD doRollover CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 104 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 90 LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Unable to do rollover: {}\n{}' LOAD_METHOD format LOAD_FAST e LOAD_GLOBAL traceback LOAD_METHOD format_exc CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 104 END_FINALLY LOAD_FAST self LOAD_ATTR clh LOAD_METHOD do_write LOAD_FAST msg CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _do_unlock CALL_METHOD POP_TOP END_FINALLY POP_BLOCK JUMP_FORWARD to 190 DUP_TOP LOAD_GLOBAL KeyboardInterrupt LOAD_GLOBAL SystemExit BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 190 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD handleError LOAD_FAST record CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 190 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR clh LOAD_ATTR stream_lock STORE_FAST lock_file LOAD_FAST lock_file POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR clh LOAD_ATTR is_locked POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'No rollover time (lock) file to read from. Lock is not held?' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 58 LOAD_FAST lock_file LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST lock_file LOAD_METHOD read CALL_METHOD STORE_FAST raw_time POP_BLOCK JUMP_FORWARD to 100 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_FAST self STORE_ATTR rolloverAt LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST "Couldn't read rollover time from file " LOAD_FAST lock_file FORMAT_VALUE repr BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY SETUP_EXCEPT to 120 LOAD_GLOBAL int LOAD_FAST raw_time LOAD_METHOD strip CALL_METHOD CALL_FUNCTION LOAD_FAST self STORE_ATTR rolloverAt POP_BLOCK JUMP_FORWARD to 162 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_FAST self STORE_ATTR rolloverAt LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST "Couldn't read rollover time from file: " LOAD_FAST raw_time FORMAT_VALUE repr BUILD_STRING CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 162 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR clh LOAD_ATTR stream_lock STORE_FAST lock_file LOAD_FAST lock_file POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR clh LOAD_ATTR is_locked POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'No rollover time (lock) file to write to. Lock is not held?' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST lock_file LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST lock_file LOAD_METHOD write LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR rolloverAt CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST lock_file LOAD_METHOD truncate CALL_METHOD POP_TOP LOAD_FAST lock_file LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_METHOD fsync LOAD_FAST lock_file LOAD_METHOD fileno CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Wrote rollover time: ' LOAD_FAST self LOAD_ATTR rolloverAt FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_FINALLY to 134 LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _do_lock CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD read_rollover_time CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Initializing; reading rollover time: ' LOAD_FAST self LOAD_ATTR rolloverAt FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR rolloverAt LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL int LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD CALL_FUNCTION STORE_FAST current_time LOAD_FAST self LOAD_METHOD computeRollover LOAD_FAST current_time CALL_METHOD STORE_FAST new_rollover_at SETUP_LOOP to 98 LOAD_FAST new_rollover_at LOAD_FAST current_time COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST new_rollover_at LOAD_FAST self LOAD_ATTR interval INPLACE_ADD STORE_FAST new_rollover_at JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_rollover_at LOAD_FAST self STORE_ATTR rolloverAt LOAD_FAST self LOAD_METHOD write_rollover_time CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Set initial rollover time: ' LOAD_FAST self LOAD_ATTR rolloverAt FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _do_unlock CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD read_rollover_time CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST do_rollover LOAD_GLOBAL super LOAD_GLOBAL ConcurrentTimedRotatingFileHandler LOAD_FAST self CALL_FUNCTION LOAD_METHOD shouldRollover LOAD_FAST record CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Rolling over because of time' CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST do_rollover JUMP_FORWARD to 72 LOAD_FAST self LOAD_ATTR clh LOAD_METHOD shouldRollover LOAD_FAST record CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _console_log LOAD_CONST 'Rolling over because of size' CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST do_rollover LOAD_FAST do_rollover POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR clh LOAD_METHOD _close CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _ConcurrentTimedRotatingFileHandler__internal_close CALL_METHOD POP_TOP LOAD_GLOBAL int LOAD_GLOBAL time LOAD_METHOD time CALL_METHOD CALL_FUNCTION STORE_FAST currentTime LOAD_GLOBAL time LOAD_METHOD localtime LOAD_FAST currentTime CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST dstNow LOAD_FAST self LOAD_ATTR rolloverAt LOAD_FAST self LOAD_ATTR interval BINARY_SUBTRACT STORE_FAST t LOAD_FAST self LOAD_ATTR utc POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD gmtime LOAD_FAST t CALL_METHOD STORE_FAST timeTuple JUMP_FORWARD to 126 LOAD_GLOBAL time LOAD_METHOD localtime LOAD_FAST t CALL_METHOD STORE_FAST timeTuple LOAD_FAST timeTuple LOAD_CONST -1 BINARY_SUBSCR STORE_FAST dstThen LOAD_FAST dstNow LOAD_FAST dstThen COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST dstNow POP_JUMP_IF_FALSE LOAD_CONST 3600 JUMP_FORWARD to 110 LOAD_CONST -3600 STORE_FAST addend LOAD_GLOBAL time LOAD_METHOD localtime LOAD_FAST t LOAD_FAST addend BINARY_ADD CALL_METHOD STORE_FAST timeTuple LOAD_FAST self LOAD_METHOD rotation_filename LOAD_FAST self LOAD_ATTR baseFilename LOAD_CONST '.' BINARY_ADD LOAD_GLOBAL time LOAD_METHOD strftime LOAD_FAST self LOAD_ATTR suffix LOAD_FAST timeTuple CALL_METHOD BINARY_ADD CALL_METHOD STORE_FAST dfn LOAD_FAST self LOAD_ATTR clh LOAD_ATTR use_gzip POP_JUMP_IF_FALSE LOAD_CONST '.gz' JUMP_FORWARD to 170 LOAD_CONST '' STORE_FAST gzip_ext LOAD_CONST 1 STORE_FAST counter LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dfn LOAD_FAST gzip_ext BINARY_ADD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 284 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dfn FORMAT_VALUE LOAD_CONST '.' LOAD_FAST counter FORMAT_VALUE LOAD_FAST gzip_ext FORMAT_VALUE BUILD_STRING CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_FAST counter LOAD_CONST 1 BINARY_SUBTRACT FORMAT_VALUE LOAD_FAST gzip_ext FORMAT_VALUE BUILD_STRING STORE_FAST ending LOAD_FAST dfn LOAD_METHOD endswith LOAD_FAST ending CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dfn LOAD_CONST None LOAD_GLOBAL len LOAD_FAST ending CALL_FUNCTION UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR STORE_FAST dfn LOAD_FAST counter LOAD_CONST 1 INPLACE_ADD STORE_FAST counter JUMP_ABSOLUTE POP_BLOCK LOAD_FAST dfn FORMAT_VALUE LOAD_CONST '.' LOAD_FAST counter FORMAT_VALUE BUILD_STRING STORE_FAST dfn LOAD_FAST self LOAD_METHOD rotate LOAD_FAST self LOAD_ATTR baseFilename LOAD_FAST dfn CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR clh LOAD_ATTR use_gzip EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR clh LOAD_METHOD do_gzip LOAD_FAST dfn CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR backupCount LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 376 LOAD_FAST self LOAD_METHOD getFilesToDelete CALL_METHOD GET_ITER FOR_ITER to 374 STORE_FAST file LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST file CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD computeRollover LOAD_FAST currentTime CALL_METHOD STORE_FAST newRolloverAt SETUP_LOOP to 414 LOAD_FAST newRolloverAt LOAD_FAST currentTime COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST newRolloverAt LOAD_FAST self LOAD_ATTR interval BINARY_ADD STORE_FAST newRolloverAt EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR when LOAD_CONST 'MIDNIGHT' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR when LOAD_METHOD startswith LOAD_CONST 'W' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR utc EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL time LOAD_METHOD localtime LOAD_FAST newRolloverAt CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST dstAtRollover LOAD_FAST dstNow LOAD_FAST dstAtRollover COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dstNow EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST -3600 STORE_FAST addend JUMP_FORWARD to 488 LOAD_CONST 3600 STORE_FAST addend LOAD_FAST newRolloverAt LOAD_FAST addend INPLACE_ADD STORE_FAST newRolloverAt LOAD_FAST self DUP_TOP LOAD_ATTR num_rollovers LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR num_rollovers LOAD_FAST newRolloverAt LOAD_FAST self STORE_ATTR rolloverAt LOAD_FAST self LOAD_METHOD write_rollover_time CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _console_log LOAD_CONST 'Rotation completed (on time) ' LOAD_FAST dfn FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 9) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD getFilesToDelete CALL_METHOD RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD split LOAD_FAST self LOAD_ATTR baseFilename CALL_METHOD UNPACK_SEQUENCE STORE_FAST dirName STORE_FAST baseName LOAD_GLOBAL os LOAD_METHOD listdir LOAD_FAST dirName CALL_METHOD STORE_FAST fileNames BUILD_LIST STORE_FAST result LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD splitext LOAD_FAST baseName CALL_METHOD UNPACK_SEQUENCE STORE_FAST n STORE_FAST e LOAD_FAST n LOAD_CONST '.' BINARY_ADD STORE_FAST prefix LOAD_GLOBAL len LOAD_FAST prefix CALL_FUNCTION STORE_FAST plen SETUP_LOOP to 262 LOAD_FAST fileNames GET_ITER FOR_ITER to 260 STORE_FAST fileName LOAD_FAST self LOAD_ATTR namer LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST fileName LOAD_METHOD startswith LOAD_FAST baseName CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE JUMP_FORWARD to 172 LOAD_FAST fileName LOAD_METHOD startswith LOAD_FAST baseName CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST fileName LOAD_METHOD endswith LOAD_FAST e CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST fileName CALL_FUNCTION LOAD_FAST plen LOAD_CONST 1 BINARY_ADD COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST fileName LOAD_FAST plen LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR LOAD_METHOD isdigit CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST fileName LOAD_CONST None LOAD_FAST plen BUILD_SLICE BINARY_SUBSCR LOAD_FAST prefix COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST fileName LOAD_FAST plen LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST suffix LOAD_FAST suffix LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST parts SETUP_LOOP to 258 LOAD_FAST parts GET_ITER FOR_ITER to 256 STORE_FAST part LOAD_FAST self LOAD_ATTR extMatch LOAD_METHOD match LOAD_FAST part CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD append LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dirName LOAD_FAST fileName CALL_METHOD CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_FAST self LOAD_ATTR backupCount COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST result JUMP_FORWARD to 314 LOAD_FAST result LOAD_METHOD sort CALL_METHOD POP_TOP LOAD_FAST result LOAD_CONST None LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_FAST self LOAD_ATTR backupCount BINARY_SUBTRACT BUILD_SLICE BINARY_SUBSCR STORE_FAST result LOAD_FAST result RETURN_VALUE
"""concurrent_log_handler: A smart replacement for the standard RotatingFileHandler ConcurrentRotatingFileHandler: This class is a log handler which is a drop-in replacement for the python standard log handler 'RotateFileHandler', the primary difference being that this handler will continue to write to the same file if the file cannot be rotated for some reason, whereas the RotatingFileHandler will strictly adhere to the maximum file size. Unfortunately, if you are using the RotatingFileHandler on Windows, you will find that once an attempted rotation fails, all subsequent log messages are dropped. The other major advantage of this module is that multiple processes can safely write to a single log file. To put it another way: This module's top priority is preserving your log records, whereas the standard library attempts to limit disk usage, which can potentially drop log messages. If you are trying to determine which module to use, there are number of considerations: What is most important: strict disk space usage or preservation of log messages? What OSes are you supporting? Can you afford to have processes blocked by file locks? Concurrent access is handled by using file locks, which should ensure that log messages are not dropped or clobbered. This means that a file lock is acquired and released for every log message that is written to disk. (On Windows, you may also run into a temporary situation where the log file must be opened and closed for each log message.) This can have potentially performance implications. In my testing, performance was more than adequate, but if you need a high-volume or low-latency solution, I suggest you look elsewhere. Warning: see notes in the README.md about changing rotation settings like maxBytes. If different processes are writing to the same file, they should all have the same settings at the same time, or unexpected behavior may result. This may mean that if you change the logging settings at any point you may need to restart your app service so that all processes are using the same settings at the same time. This module currently only support the 'nt' and 'posix' platforms due to the usage of the portalocker module. I do not have access to any other platforms for testing, patches are welcome. See the README file for an example usage of this module. This module supports Python 3.6 and later. (Support for older version was dropped in 0.9.23.) """ import datetime import errno import logging import os import sys import time import traceback import warnings from contextlib import contextmanager from io import TextIOWrapper from logging.handlers import BaseRotatingHandler, TimedRotatingFileHandler from typing import TYPE_CHECKING, Dict, Generator, List, Optional, Tuple from portalocker import LOCK_EX, lock, unlock try: import grp import pwd except ImportError: pwd = grp = None # type: ignore[assignment] try: from secrets import randbits except ImportError: import random if hasattr(random, "SystemRandom"): # May not be present in all Python editions randbits = random.SystemRandom().getrandbits else: def randbits(k: int) -> int: return random.Random().getrandbits(k) try: import gzip except ImportError: gzip = None # type: ignore[assignment] __all__ = [ "ConcurrentRotatingFileHandler", "ConcurrentTimedRotatingFileHandler", ] HAS_CHOWN: bool = hasattr(os, "chown") HAS_CHMOD: bool = hasattr(os, "chmod") class ConcurrentRotatingFileHandler(BaseRotatingHandler): """Handler for logging to a set of files, which switches from one file to the next when the current file reaches a certain size. Multiple processes can write to the log file concurrently, but this may mean that the file will exceed the given size. """ def __init__( # noqa: PLR0913 self, filename: str, mode: str = "a", maxBytes: int = 0, backupCount: int = 0, encoding: Optional[str] = None, debug: bool = False, delay: None = None, use_gzip: bool = False, owner: Optional[Tuple[str, str]] = None, chmod: Optional[int] = None, umask: Optional[int] = None, newline: Optional[str] = None, terminator: str = "\n", unicode_error_policy: str = "ignore", lock_file_directory: Optional[str] = None, ): """Open the specified file and use it as the stream for logging. :param filename: name of the log file to output to. :param mode: write mode: defaults to 'a' for text append :param maxBytes: rotate the file at this size in bytes :param backupCount: number of rotated files to keep before deleting. Avoid setting this very high, probably 20 or less, and prefer setting maxBytes higher. A very large number of rollover files can slow down the rollover enough to cause problems due to the mass file renaming while the main lock is held. :param encoding: text encoding for logfile :param debug: add extra debug statements to this class (for development) :param delay: DEPRECATED: value is ignored :param use_gzip: automatically gzip rotated logs if available. :param owner: 2 element sequence with (user owner, group owner) of log files. (Unix only) :param chmod: permission of log files. (Unix only) :param umask: umask settings to temporarily make when creating log files. This is an alternative to chmod. It is mainly for Unix systems but can also be used on Windows. The Windows security model is more complex and this is not the same as changing access control entries. :param newline: None (default): use CRLF on Windows, LF on Unix. Set to '' for no translation, in which case the 'terminator' argument determines the line ending. :param terminator: set to '\r\n' along with newline='' to force Windows style newlines regardless of OS platform. :param unicode_error_policy: should be one of 'ignore', 'replace', 'strict' Determines what happens when a message is written to the log that the stream encoding doesn't support. Default is to ignore, i.e., drop the unusable characters. :param lock_file_directory: name of directory for all lock files as alternative living space; this is useful for when the main log files reside in a cloud synced drive like Dropbox, OneDrive, Google Docs, etc., which may prevent the lock files from working correctly. The lock file must be accessible to all processes writing to a shared log, including across all different hosts (machines). By default, the file grows indefinitely. You can specify particular values of maxBytes and backupCount to allow the file to rollover at a predetermined size. Rollover occurs whenever the current log file is nearly maxBytes in length. If backupCount is >= 1, the system will successively create new files with the same pathname as the base file, but with extensions ".1", ".2" etc. appended to it. For example, with a backupCount of 5 and a base file name of "app.log", you would get "app.log", "app.log.1", "app.log.2", ... through to "app.log.5". The file being written to is always "app.log" - when it gets filled up, it is closed and renamed to "app.log.1", and if files "app.log.1", "app.log.2" etc. exist, then they are renamed to "app.log.2", "app.log.3" etc. respectively. If maxBytes is zero, rollover never occurs. This log handler assumes that all concurrent processes logging to a single file will are using only this class, and that the exact same parameters are provided to each instance of this class. If, for example, two different processes are using this class, but with different values for 'maxBytes' or 'backupCount', then odd behavior is expected. The same is true if this class is used by one application, but the RotatingFileHandler is used by another. """ self.stream: Optional[TextIOWrapper] = None # type: ignore[assignment] self.stream_lock: Optional[TextIOWrapper] = None self.owner = owner self.chmod = chmod self.umask = umask self._set_uid: Optional[int] = None self._set_gid: Optional[int] = None self.maxBytes = maxBytes self.backupCount = backupCount self.newline = newline self._debug = debug self.use_gzip = bool(gzip and use_gzip) self.gzip_buffer = 8096 self.maxLockAttempts = 20 if unicode_error_policy not in ("ignore", "replace", "strict"): unicode_error_policy = "ignore" warnings.warn( "Invalid unicode_error_policy for concurrent_log_handler: " "must be ignore, replace, or strict. Defaulting to ignore.", UserWarning, stacklevel=3, ) self.unicode_error_policy = unicode_error_policy if delay not in (None, True): warnings.warn( "concurrent_log_handler parameter `delay` is now ignored and implied as True, " "please remove from your config.", DeprecationWarning, stacklevel=3, ) super(ConcurrentRotatingFileHandler, self).__init__( filename, mode, encoding=encoding, delay=True ) self.terminator = terminator or "\n" if self.owner and HAS_CHOWN and pwd and grp: self._set_uid = pwd.getpwnam(self.owner[0]).pw_uid self._set_gid = grp.getgrnam(self.owner[1]).gr_gid self.lockFilename = self.getLockFilename(lock_file_directory) self.is_locked = False self.num_rollovers = 0 def getLockFilename(self, lock_file_directory: Optional[str]) -> str: """ Decide the lock filename. If the logfile is file.log, then we use `.__file.lock` and not `file.log.lock`. This only removes the extension if it's `*.log`. :param lock_file_directory: name of the directory for alternative living space of lock files :return: the path to the lock file. """ lock_path, lock_name = self.baseLockFilename(self.baseFilename) if lock_file_directory: self.__create_lock_directory__(lock_file_directory) return os.path.join(lock_file_directory, lock_name) return os.path.join(lock_path, lock_name) @staticmethod def baseLockFilename(baseFilename: str) -> Tuple[str, str]: lock_file = baseFilename[:-4] if baseFilename.endswith(".log") else baseFilename lock_file += ".lock" lock_path, lock_name = os.path.split(lock_file) return lock_path, ".__" + lock_name @staticmethod def __create_lock_directory__(lock_file_directory: str) -> None: if not os.path.exists(lock_file_directory): try: os.makedirs(lock_file_directory) except OSError as err: if err.errno != errno.EEXIST: raise def _open_lockfile(self) -> None: if self.stream_lock and not self.stream_lock.closed: self._console_log("Lockfile already open in this process") return lock_file = self.lockFilename with self._alter_umask(): self.stream_lock = self.atomic_open(lock_file) self._do_chown_and_chmod(lock_file) def atomic_open(self, file_path: str) -> TextIOWrapper: try: file = open(file_path, "r+", encoding=self.encoding, newline=self.newline) except FileNotFoundError: try: fd = os.open(file_path, os.O_CREAT | os.O_EXCL | os.O_RDWR) file = open(fd, "r+", encoding=self.encoding, newline=self.newline) except FileExistsError: file = open( file_path, "r+", encoding=self.encoding, newline=self.newline ) return file def _open(self, mode: None = None) -> None: # type: ignore[override] # noqa: ARG002 return None def do_open(self, mode: Optional[str] = None) -> TextIOWrapper: """ Open the current base file with the (original) mode and encoding. Return the resulting stream. Note: Copied from stdlib. Added option to override 'mode' """ if mode is None: mode = self.mode with self._alter_umask(): stream = open( self.baseFilename, mode=mode, encoding=self.encoding, newline=self.newline, ) if TYPE_CHECKING: assert isinstance(stream, TextIOWrapper) self._do_chown_and_chmod(self.baseFilename) return stream @contextmanager def _alter_umask(self) -> Generator: """Temporarily alter umask to custom setting, if applicable""" if self.umask is None: yield # nothing to do else: prev_umask = os.umask(self.umask) try: yield finally: os.umask(prev_umask) def _close(self) -> None: """Close file stream. Unlike close(), we don't tear anything down, we expect the log to be re-opened after rotation.""" if self.stream: try: if not self.stream.closed: self.stream.flush() self.stream.close() finally: self.stream = None def _console_log(self, msg: str, stack: bool = False) -> None: if not self._debug: return import threading tid = threading.current_thread().name pid = os.getpid() stack_str = "" if stack: stack_str = ":\n" + "".join(traceback.format_stack()) asctime = time.asctime() print(f"[{tid} {pid} {asctime}] {msg}{stack_str}") def emit(self, record: logging.LogRecord) -> None: """Emit a record. Override from parent class to handle file locking for the duration of rollover and write. This also does the formatting *before* locks are obtained, in case the format itself does logging calls from within. Rollover also occurs while the lock is held. """ try: msg = self.format(record) try: self._do_lock() try: if self.shouldRollover(record): self.doRollover() except Exception as e: self._console_log( f"Unable to do rollover: {e}\n{traceback.format_exc()}" ) self.do_write(msg) finally: self._do_unlock() except (KeyboardInterrupt, SystemExit): raise except Exception: self.handleError(record) def flush(self) -> None: """Does nothing; stream is flushed on each write.""" def do_write(self, msg: str) -> None: """Handling writing an individual record; we do a fresh open every time. This assumes emit() has already locked the file.""" self.stream = self.do_open() stream = self.stream msg = msg + self.terminator try: stream.write(msg) except UnicodeError: try: encoding = getattr(stream, "encoding", self.encoding or "us-ascii") msg_bin = msg.encode(encoding, self.unicode_error_policy) msg = msg_bin.decode(encoding, self.unicode_error_policy) stream.write(msg) except UnicodeError: raise stream.flush() self._close() def _do_lock(self) -> None: if self.is_locked: return # already locked... recursive? self._open_lockfile() if self.stream_lock: for _i in range(self.maxLockAttempts): try: lock(self.stream_lock, LOCK_EX) self.is_locked = True break except Exception: # noqa: S112 continue else: raise RuntimeError( f"Cannot acquire lock after {self.maxLockAttempts} attempts" ) else: self._console_log("No self.stream_lock to lock", stack=True) def _do_unlock(self) -> None: if self.stream_lock: if self.is_locked: try: unlock(self.stream_lock) finally: self.is_locked = False self.stream_lock.close() self.stream_lock = None else: self._console_log("No self.stream_lock to unlock", stack=True) def close(self) -> None: """Close log stream and stream_lock.""" self._console_log("In close()", stack=True) try: self._close() finally: super(ConcurrentRotatingFileHandler, self).close() def doRollover(self) -> None: # noqa: C901 """ Do a rollover, as described in __init__(). """ self._close() if self.backupCount <= 0: self.stream = self.do_open("w") self._close() return tmpname = None while True: tmpname = f"{self.baseFilename}.rotate.{randbits(64):08}" if not os.path.exists(tmpname): break try: os.rename(self.baseFilename, tmpname) if self.use_gzip: self.do_gzip(tmpname) except OSError as e: self._console_log(f"rename failed. File in use? e={e}", stack=True) return gzip_ext = ".gz" if self.use_gzip else "" def do_rename(source_fn: str, dest_fn: str) -> None: self._console_log(f"Rename {source_fn} -> {dest_fn + gzip_ext}") if os.path.exists(dest_fn): os.remove(dest_fn) if os.path.exists(dest_fn + gzip_ext): os.remove(dest_fn + gzip_ext) source_gzip = source_fn + gzip_ext if os.path.exists(source_gzip): os.rename(source_gzip, dest_fn + gzip_ext) elif os.path.exists(source_fn): os.rename(source_fn, dest_fn) do_renames = [] for i in range(1, self.backupCount): sfn = self.rotation_filename(f"{self.baseFilename}.{i}") dfn = self.rotation_filename(f"{self.baseFilename}.{i + 1}") if os.path.exists(sfn + gzip_ext): do_renames.append((sfn, dfn)) else: break for sfn, dfn in reversed(do_renames): do_rename(sfn, dfn) dfn = self.rotation_filename(self.baseFilename + ".1") do_rename(tmpname, dfn) if self.use_gzip: logFilename = self.baseFilename + ".1.gz" self._do_chown_and_chmod(logFilename) self.num_rollovers += 1 self._console_log("Rotation completed (on size)") def shouldRollover(self, record: logging.LogRecord) -> bool: # noqa: ARG002 """ Determine if rollover should occur. For those that are keeping track. This differs from the standard library's RotatingLogHandler class. Because there is no promise to keep the file size under maxBytes we ignore the length of the current record. TODO: should we reconsider this and make it more exact? """ return self._shouldRollover() def _shouldRollover(self) -> bool: if self.maxBytes > 0: # are we rolling over? self.stream = self.do_open() try: self.stream.seek(0, 2) # due to non-posix-compliant Windows feature if self.stream.tell() >= self.maxBytes: return True finally: self._close() return False def do_gzip(self, input_filename: str) -> None: if not gzip: self._console_log("#no gzip available", stack=False) return out_filename = input_filename + ".gz" with open(input_filename, "rb") as input_fh, gzip.open( out_filename, "wb" ) as gzip_fh: while True: data = input_fh.read(self.gzip_buffer) if not data: break gzip_fh.write(data) os.remove(input_filename) self._console_log(f"#gzipped: {out_filename}", stack=False) def _do_chown_and_chmod(self, filename: str) -> None: if HAS_CHOWN and self._set_uid is not None and self._set_gid is not None: os.chown(filename, self._set_uid, self._set_gid) if HAS_CHMOD and self.chmod is not None: os.chmod(filename, self.chmod) class ConcurrentTimedRotatingFileHandler(TimedRotatingFileHandler): """A time-based rotating log handler that supports concurrent access across multiple processes or hosts (using logs on a shared network drive). You can also include size-based rotation by setting maxBytes > 0. WARNING: if you only want time-based rollover and NOT also size-based, set maxBytes=0, which is already the default. Please note that when size-based rotation is done, it still uses the naming scheme of the time-based rotation. If multiple rotations had to be done within the timeframe of the time-based rollover name, then a number like ".1" will be appended to the end of the name. Note that `errors` is ignored unless using Python 3.9 or later. """ def __init__( # type: ignore[no-untyped-def] # noqa: PLR0913 self, filename: str, when: str = "h", interval: int = 1, backupCount: int = 0, encoding: Optional[str] = None, delay: bool = False, utc: bool = False, atTime: Optional[datetime.time] = None, errors: Optional[str] = None, maxBytes: int = 0, use_gzip: bool = False, owner: Optional[Tuple[str, str]] = None, chmod: Optional[int] = None, umask: Optional[int] = None, newline: Optional[str] = None, terminator: str = "\n", unicode_error_policy: str = "ignore", lock_file_directory: Optional[str] = None, **kwargs, ): if "mode" in kwargs: del kwargs["mode"] trfh_kwargs: Dict[str, Optional[str]] = {} if sys.version_info >= (3, 9): trfh_kwargs["errors"] = errors TimedRotatingFileHandler.__init__( self, filename, when=when, interval=interval, backupCount=backupCount, encoding=encoding, delay=delay, utc=utc, atTime=atTime, **trfh_kwargs, ) self.clh = ConcurrentRotatingFileHandler( filename, mode="a", backupCount=backupCount, encoding=encoding, delay=None, maxBytes=maxBytes, use_gzip=use_gzip, owner=owner, chmod=chmod, umask=umask, newline=newline, terminator=terminator, unicode_error_policy=unicode_error_policy, lock_file_directory=lock_file_directory, **kwargs, ) self.num_rollovers = 0 self.__internal_close() self.initialize_rollover_time() def __internal_close(self) -> None: if self.stream: self.stream.close() self.stream = None # type: ignore[assignment] def _console_log(self, msg: str, stack: bool = False) -> None: self.clh._console_log(msg, stack=stack) def emit(self, record: logging.LogRecord) -> None: """ Emit a record. Override from parent class to handle file locking for the duration of rollover and write. This also does the formatting *before* locks are obtained, in case the format itself does logging calls from within. Rollover also occurs while the lock is held. """ try: msg = self.format(record) try: self.clh._do_lock() try: if self.shouldRollover(record): self.doRollover() except Exception as e: self._console_log( "Unable to do rollover: {}\n{}".format( e, traceback.format_exc() ) ) self.clh.do_write(msg) finally: self.clh._do_unlock() except (KeyboardInterrupt, SystemExit): raise except Exception: self.handleError(record) def read_rollover_time(self) -> None: lock_file = self.clh.stream_lock if not lock_file or not self.clh.is_locked: self._console_log( "No rollover time (lock) file to read from. Lock is not held?" ) return try: lock_file.seek(0) raw_time = lock_file.read() except OSError: self.rolloverAt = 0 self._console_log(f"Couldn't read rollover time from file {lock_file!r}") return try: self.rolloverAt = int(raw_time.strip()) except ValueError: self.rolloverAt = 0 self._console_log(f"Couldn't read rollover time from file: {raw_time!r}") def write_rollover_time(self) -> None: """Write the next rollover time (current value of self.rolloverAt) to the lock file.""" lock_file = self.clh.stream_lock if not lock_file or not self.clh.is_locked: self._console_log( "No rollover time (lock) file to write to. Lock is not held?" ) return lock_file.seek(0) lock_file.write(str(self.rolloverAt)) lock_file.truncate() lock_file.flush() os.fsync(lock_file.fileno()) self._console_log(f"Wrote rollover time: {self.rolloverAt}") def initialize_rollover_time(self) -> None: """Run by the __init__ to read an existing rollover time from the lockfile, and if it can't do that, compute and write a new one.""" try: self.clh._do_lock() self.read_rollover_time() self._console_log(f"Initializing; reading rollover time: {self.rolloverAt}") if self.rolloverAt != 0: return current_time = int(time.time()) new_rollover_at = self.computeRollover(current_time) while new_rollover_at <= current_time: new_rollover_at += self.interval self.rolloverAt = new_rollover_at self.write_rollover_time() self._console_log(f"Set initial rollover time: {self.rolloverAt}") finally: self.clh._do_unlock() def shouldRollover(self, record: logging.LogRecord) -> bool: """Determine if the rollover should occur.""" self.read_rollover_time() do_rollover = False if super(ConcurrentTimedRotatingFileHandler, self).shouldRollover(record): self._console_log("Rolling over because of time") do_rollover = True elif self.clh.shouldRollover(record): self.clh._console_log("Rolling over because of size") do_rollover = True if do_rollover: return True return False def doRollover(self) -> None: # noqa: C901, PLR0912 """ do a rollover; in this case, a date/time stamp is appended to the filename when the rollover happens. However, you want the file to be named for the start of the interval, not the current time. If there is a backup count, then we have to get a list of matching filenames, sort them and remove the one with the oldest suffix. This code was adapted from the TimedRotatingFileHandler class from Python 3.11. """ self.clh._close() self.__internal_close() currentTime = int(time.time()) dstNow = time.localtime(currentTime)[-1] t = self.rolloverAt - self.interval if self.utc: timeTuple = time.gmtime(t) else: timeTuple = time.localtime(t) dstThen = timeTuple[-1] if dstNow != dstThen: addend = 3600 if dstNow else -3600 timeTuple = time.localtime(t + addend) dfn = self.rotation_filename( self.baseFilename + "." + time.strftime(self.suffix, timeTuple) ) gzip_ext = ".gz" if self.clh.use_gzip else "" counter = 1 if os.path.exists(dfn + gzip_ext): while os.path.exists(f"{dfn}.{counter}{gzip_ext}"): ending = f".{counter - 1}{gzip_ext}" if dfn.endswith(ending): dfn = dfn[: -len(ending)] counter += 1 dfn = f"{dfn}.{counter}" self.rotate(self.baseFilename, dfn) if self.clh.use_gzip: self.clh.do_gzip(dfn) if self.backupCount > 0: for file in self.getFilesToDelete(): os.remove(file) newRolloverAt = self.computeRollover(currentTime) while newRolloverAt <= currentTime: newRolloverAt = newRolloverAt + self.interval if (self.when == "MIDNIGHT" or self.when.startswith("W")) and not self.utc: dstAtRollover = time.localtime(newRolloverAt)[-1] if dstNow != dstAtRollover: if not dstNow: # noqa: SIM108 addend = -3600 else: addend = 3600 newRolloverAt += addend self.num_rollovers += 1 self.rolloverAt = newRolloverAt self.write_rollover_time() self._console_log(f"Rotation completed (on time) {dfn}") def getFilesToDelete(self) -> List[str]: """ Determine the files to delete when rolling over. Copied from Python 3.11, and only applied when the current Python seems to be Python 3.8 or lower, which is when this seemed to change. The newer version supports custom suffixes like ours, such as when hitting a size limit before the time limit. """ if sys.version_info >= (3, 9): return super().getFilesToDelete() dirName, baseName = os.path.split(self.baseFilename) fileNames = os.listdir(dirName) result = [] n, e = os.path.splitext(baseName) prefix = n + "." plen = len(prefix) for fileName in fileNames: if self.namer is None: if not fileName.startswith(baseName): continue elif ( not fileName.startswith(baseName) and fileName.endswith(e) and len(fileName) > (plen + 1) and not fileName[plen + 1].isdigit() ): continue if fileName[:plen] == prefix: suffix = fileName[plen:] parts = suffix.split(".") for part in parts: if self.extMatch.match(part): result.append(os.path.join(dirName, fileName)) break if len(result) < self.backupCount: result = [] else: result.sort() result = result[: len(result) - self.backupCount] return result import logging.handlers # noqa: E402 logging.handlers.ConcurrentRotatingFileHandler = ConcurrentRotatingFileHandler # type: ignore[attr-defined] logging.handlers.ConcurrentTimedRotatingFileHandler = ConcurrentTimedRotatingFileHandler # type: ignore[attr-defined]
data/concurrent_log_handler-0.9.25/src/concurrent_log_handler/__init__.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'List', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME slither.slithir.variables.tuple_ssa STORE_NAME slither LOAD_CONST 0 LOAD_CONST ('Node', 'NodeType') IMPORT_NAME slither.core.cfg.node IMPORT_FROM Node STORE_NAME Node IMPORT_FROM NodeType STORE_NAME NodeType POP_TOP LOAD_CONST 0 LOAD_CONST ('Contract', 'Enum', 'Function', 'SolidityFunction', 'SolidityVariable', 'Structure') IMPORT_NAME slither.core.declarations IMPORT_FROM Contract STORE_NAME Contract IMPORT_FROM Enum STORE_NAME Enum IMPORT_FROM Function STORE_NAME Function IMPORT_FROM SolidityFunction STORE_NAME SolidityFunction IMPORT_FROM SolidityVariable STORE_NAME SolidityVariable IMPORT_FROM Structure STORE_NAME Structure POP_TOP LOAD_CONST 0 LOAD_CONST ('FunctionContract',) IMPORT_NAME slither.core.declarations.function_contract IMPORT_FROM FunctionContract STORE_NAME FunctionContract POP_TOP LOAD_CONST 0 LOAD_CONST ('FunctionTopLevel',) IMPORT_NAME slither.core.declarations.function_top_level IMPORT_FROM FunctionTopLevel STORE_NAME FunctionTopLevel POP_TOP LOAD_CONST 0 LOAD_CONST ('Modifier',) IMPORT_NAME slither.core.declarations.modifier IMPORT_FROM Modifier STORE_NAME Modifier POP_TOP LOAD_CONST 0 LOAD_CONST ('SolidityImportPlaceHolder',) IMPORT_NAME slither.core.declarations.solidity_import_placeholder IMPORT_FROM SolidityImportPlaceHolder STORE_NAME SolidityImportPlaceHolder POP_TOP LOAD_CONST 0 LOAD_CONST ('Type',) IMPORT_NAME slither.core.solidity_types.type IMPORT_FROM Type STORE_NAME Type POP_TOP LOAD_CONST 0 LOAD_CONST ('LocalVariable',) IMPORT_NAME slither.core.variables.local_variable IMPORT_FROM LocalVariable STORE_NAME LocalVariable POP_TOP LOAD_CONST 0 LOAD_CONST ('StateVariable',) IMPORT_NAME slither.core.variables.state_variable IMPORT_FROM StateVariable STORE_NAME StateVariable POP_TOP LOAD_CONST 0 LOAD_CONST ('TopLevelVariable',) IMPORT_NAME slither.core.variables.top_level_variable IMPORT_FROM TopLevelVariable STORE_NAME TopLevelVariable POP_TOP LOAD_CONST 0 LOAD_CONST ('Variable',) IMPORT_NAME slither.core.variables.variable IMPORT_FROM Variable STORE_NAME Variable POP_TOP LOAD_CONST 0 LOAD_CONST ('SlithIRError',) IMPORT_NAME slither.slithir.exceptions IMPORT_FROM SlithIRError STORE_NAME SlithIRError POP_TOP LOAD_CONST 0 LOAD_CONST ('Assignment', 'Binary', 'Condition', 'Delete', 'EventCall', 'HighLevelCall', 'Index', 'InitArray', 'InternalCall', 'InternalDynamicCall', 'Length', 'LibraryCall', 'LowLevelCall', 'Member', 'NewArray', 'NewContract', 'NewElementaryType', 'NewStructure', 'OperationWithLValue', 'Phi', 'PhiCallback', 'Return', 'Send', 'SolidityCall', 'Transfer', 'TypeConversion', 'Unary', 'Unpack', 'Nop') IMPORT_NAME slither.slithir.operations IMPORT_FROM Assignment STORE_NAME Assignment IMPORT_FROM Binary STORE_NAME Binary IMPORT_FROM Condition STORE_NAME Condition IMPORT_FROM Delete STORE_NAME Delete IMPORT_FROM EventCall STORE_NAME EventCall IMPORT_FROM HighLevelCall STORE_NAME HighLevelCall IMPORT_FROM Index STORE_NAME Index IMPORT_FROM InitArray STORE_NAME InitArray IMPORT_FROM InternalCall STORE_NAME InternalCall IMPORT_FROM InternalDynamicCall STORE_NAME InternalDynamicCall IMPORT_FROM Length STORE_NAME Length IMPORT_FROM LibraryCall STORE_NAME LibraryCall IMPORT_FROM LowLevelCall STORE_NAME LowLevelCall IMPORT_FROM Member STORE_NAME Member IMPORT_FROM NewArray STORE_NAME NewArray IMPORT_FROM NewContract STORE_NAME NewContract IMPORT_FROM NewElementaryType STORE_NAME NewElementaryType IMPORT_FROM NewStructure STORE_NAME NewStructure IMPORT_FROM OperationWithLValue STORE_NAME OperationWithLValue IMPORT_FROM Phi STORE_NAME Phi IMPORT_FROM PhiCallback STORE_NAME PhiCallback IMPORT_FROM Return STORE_NAME Return IMPORT_FROM Send STORE_NAME Send IMPORT_FROM SolidityCall STORE_NAME SolidityCall IMPORT_FROM Transfer STORE_NAME Transfer IMPORT_FROM TypeConversion STORE_NAME TypeConversion IMPORT_FROM Unary STORE_NAME Unary IMPORT_FROM Unpack STORE_NAME Unpack IMPORT_FROM Nop STORE_NAME Nop POP_TOP LOAD_CONST 0 LOAD_CONST ('Call',) IMPORT_NAME slither.slithir.operations.call IMPORT_FROM Call STORE_NAME Call POP_TOP LOAD_CONST 0 LOAD_CONST ('CodeSize',) IMPORT_NAME slither.slithir.operations.codesize IMPORT_FROM CodeSize STORE_NAME CodeSize POP_TOP LOAD_CONST 0 LOAD_CONST ('Operation',) IMPORT_NAME slither.slithir.operations.operation IMPORT_FROM Operation STORE_NAME Operation POP_TOP LOAD_CONST 0 LOAD_CONST ('Constant', 'LocalIRVariable', 'ReferenceVariable', 'ReferenceVariableSSA', 'StateIRVariable', 'TemporaryVariable', 'TemporaryVariableSSA', 'TupleVariable', 'TupleVariableSSA') IMPORT_NAME slither.slithir.variables IMPORT_FROM Constant STORE_NAME Constant IMPORT_FROM LocalIRVariable STORE_NAME LocalIRVariable IMPORT_FROM ReferenceVariable STORE_NAME ReferenceVariable IMPORT_FROM ReferenceVariableSSA STORE_NAME ReferenceVariableSSA IMPORT_FROM StateIRVariable STORE_NAME StateIRVariable IMPORT_FROM TemporaryVariable STORE_NAME TemporaryVariable IMPORT_FROM TemporaryVariableSSA STORE_NAME TemporaryVariableSSA IMPORT_FROM TupleVariable STORE_NAME TupleVariable IMPORT_FROM TupleVariableSSA STORE_NAME TupleVariableSSA POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_CONST 'SSA_Conversion' CALL_METHOD STORE_NAME logger LOAD_NAME Union LOAD_NAME FunctionContract LOAD_NAME Modifier LOAD_NAME FunctionTopLevel BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('function', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform_slithir_vars_to_ssa at 0x7fab703ef810, file "f.py", line 75> LOAD_CONST 'transform_slithir_vars_to_ssa' MAKE_FUNCTION STORE_NAME transform_slithir_vars_to_ssa LOAD_NAME Union LOAD_NAME FunctionContract LOAD_NAME Modifier LOAD_NAME FunctionTopLevel BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME slither LOAD_ATTR slithir LOAD_ATTR variables LOAD_ATTR state_variable LOAD_ATTR StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('function', 'all_state_variables_instances', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object add_ssa_ir at 0x7fab703efc00, file "f.py", line 98> LOAD_CONST 'add_ssa_ir' MAKE_FUNCTION STORE_NAME add_ssa_ir LOAD_NAME Node LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Node BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('node', 'local_variables_instances', 'all_local_variables_instances', 'state_variables_instances', 'all_state_variables_instances', 'init_local_variables_instances', 'visited', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object generate_ssa_irs at 0x7fab703ef030, file "f.py", line 199> LOAD_CONST 'generate_ssa_irs' MAKE_FUNCTION STORE_NAME generate_ssa_irs LOAD_NAME Node LOAD_NAME Union LOAD_NAME StateIRVariable LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME StateIRVariable LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('n', 'var', 'init_vars', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object last_name at 0x7fab700db4b0, file "f.py", line 308> LOAD_CONST 'last_name' MAKE_FUNCTION STORE_NAME last_name LOAD_NAME Node LOAD_NAME Union LOAD_NAME StateIRVariable LOAD_NAME LocalVariable LOAD_NAME TemporaryVariableSSA BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('initial_node', 'variable', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_used_later at 0x7fab700db9c0, file "f.py", line 333> LOAD_CONST 'is_used_later' MAKE_FUNCTION STORE_NAME is_used_later LOAD_NAME Operation LOAD_NAME Node LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('new_ir', 'node', 'local_variables_instances', 'all_local_variables_instances', 'state_variables_instances', 'all_state_variables_instances', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_lvalue at 0x7fab700db6f0, file "f.py", line 366> LOAD_CONST 'update_lvalue' MAKE_FUNCTION STORE_NAME update_lvalue LOAD_NAME List LOAD_NAME Node BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('nodes', 'local_variables_instances', 'all_local_variables_instances', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object initiate_all_local_variables_instances at 0x7fab700db660, file "f.py", line 408> LOAD_CONST 'initiate_all_local_variables_instances' MAKE_FUNCTION STORE_NAME initiate_all_local_variables_instances LOAD_NAME Node LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('node', 'local_variables_instances', 'all_local_variables_instances', 'state_variables_instances', 'all_state_variables_instances', 'init_local_variables_instances', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object fix_phi_rvalues_and_storage_ref at 0x7fab700dbae0, file "f.py", line 422> LOAD_CONST 'fix_phi_rvalues_and_storage_ref' MAKE_FUNCTION STORE_NAME fix_phi_rvalues_and_storage_ref LOAD_NAME Node LOAD_NAME Dict LOAD_NAME str LOAD_NAME Tuple LOAD_NAME LocalVariable LOAD_NAME Node BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Tuple LOAD_NAME StateVariable LOAD_NAME Node BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('node', 'local_variables_definition', 'state_variables_definition', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object add_phi_origins at 0x7fab700dbe40, file "f.py", line 473> LOAD_CONST 'add_phi_origins' MAKE_FUNCTION STORE_NAME add_phi_origins LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME StateIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME int LOAD_NAME TemporaryVariableSSA BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME int LOAD_NAME ReferenceVariableSSA BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME int LOAD_NAME TupleVariableSSA BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME LocalIRVariable BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('local_variables_instances', 'state_variables_instances', 'temporary_variables_instances', 'reference_variables_instances', 'tuple_variables_instances', 'all_local_variables_instances') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab700dbc00, file "f.py", line 509> LOAD_CONST 'get' MAKE_FUNCTION STORE_NAME get LOAD_NAME Operation LOAD_NAME Callable LOAD_CONST ('ir', 'f') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_variable at 0x7fab700db8a0, file "f.py", line 578> LOAD_CONST 'get_variable' MAKE_FUNCTION STORE_NAME get_variable LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_CONST ('values', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_traversal at 0x7fab700db780, file "f.py", line 584> LOAD_CONST '_get_traversal' MAKE_FUNCTION STORE_NAME _get_traversal LOAD_NAME Call LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_CONST ('ir', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_arguments at 0x7fab700dbc90, file "f.py", line 595> LOAD_CONST 'get_arguments' MAKE_FUNCTION STORE_NAME get_arguments LOAD_NAME Union LOAD_NAME InitArray LOAD_NAME Return LOAD_NAME NewArray BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Callable LOAD_NAME List LOAD_NAME Variable BINARY_SUBSCR LOAD_CONST ('ir', 'f', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_rec_values at 0x7fab700dbdb0, file "f.py", line 599> LOAD_CONST 'get_rec_values' MAKE_FUNCTION STORE_NAME get_rec_values LOAD_NAME Operation LOAD_NAME Operation LOAD_CONST ('ir', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object copy_ir at 0x7fab821c5a50, file "f.py", line 613> LOAD_CONST 'copy_ir' MAKE_FUNCTION STORE_NAME copy_ir LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST variables SETUP_LOOP to 68 LOAD_FAST function LOAD_ATTR nodes GET_ITER FOR_ITER to 66 STORE_FAST node SETUP_LOOP to 64 LOAD_FAST node LOAD_ATTR irs_ssa GET_ITER FOR_ITER to 62 STORE_FAST ir LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL OperationWithLValue CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR lvalue LOAD_FAST variables COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST variables LOAD_FAST ir LOAD_ATTR lvalue BUILD_LIST INPLACE_ADD STORE_FAST variables JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <listcomp> at 0x7fab703efb70, file "f.py", line 87> LOAD_CONST 'transform_slithir_vars_to_ssa.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST variables GET_ITER CALL_FUNCTION STORE_FAST tmp_variables SETUP_LOOP to 114 LOAD_GLOBAL enumerate LOAD_FAST tmp_variables CALL_FUNCTION GET_ITER FOR_ITER to 112 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST _ LOAD_FAST idx LOAD_FAST tmp_variables LOAD_FAST idx BINARY_SUBSCR STORE_ATTR index JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <listcomp> at 0x7fab703ef930, file "f.py", line 90> LOAD_CONST 'transform_slithir_vars_to_ssa.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST variables GET_ITER CALL_FUNCTION STORE_FAST ref_variables SETUP_LOOP to 160 LOAD_GLOBAL enumerate LOAD_FAST ref_variables CALL_FUNCTION GET_ITER FOR_ITER to 158 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST _ LOAD_FAST idx LOAD_FAST ref_variables LOAD_FAST idx BINARY_SUBSCR STORE_ATTR index JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <listcomp> at 0x7fab703ef300, file "f.py", line 93> LOAD_CONST 'transform_slithir_vars_to_ssa.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST variables GET_ITER CALL_FUNCTION STORE_FAST tuple_variables SETUP_LOOP to 206 LOAD_GLOBAL enumerate LOAD_FAST tuple_variables CALL_FUNCTION GET_ITER FOR_ITER to 204 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST _ LOAD_FAST idx LOAD_FAST tuple_variables LOAD_FAST idx BINARY_SUBSCR STORE_ATTR index JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL TemporaryVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST v LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST v LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL TupleVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST v LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST function LOAD_ATTR is_implemented POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST init_definition SETUP_LOOP to 76 LOAD_FAST function LOAD_ATTR parameters GET_ITER FOR_ITER to 74 STORE_FAST v LOAD_FAST v LOAD_ATTR name POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST function LOAD_ATTR entry_point BUILD_TUPLE LOAD_FAST init_definition LOAD_FAST v LOAD_ATTR name STORE_SUBSCR LOAD_FAST function LOAD_ATTR entry_point LOAD_METHOD add_ssa_ir LOAD_GLOBAL Phi LOAD_GLOBAL LocalIRVariable LOAD_FAST v CALL_FUNCTION LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 114 LOAD_FAST function LOAD_ATTR returns GET_ITER FOR_ITER to 112 STORE_FAST v LOAD_FAST v LOAD_ATTR name POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST function LOAD_ATTR entry_point BUILD_TUPLE LOAD_FAST init_definition LOAD_FAST v LOAD_ATTR name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 172 LOAD_FAST all_state_variables_instances LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 170 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST variable_instance LOAD_GLOBAL is_used_later LOAD_FAST function LOAD_ATTR entry_point LOAD_FAST variable_instance CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST function LOAD_ATTR entry_point LOAD_METHOD add_ssa_ir LOAD_GLOBAL Phi LOAD_GLOBAL StateIRVariable LOAD_FAST variable_instance CALL_FUNCTION LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL add_phi_origins LOAD_FAST function LOAD_ATTR entry_point LOAD_FAST init_definition BUILD_MAP CALL_FUNCTION POP_TOP SETUP_LOOP to 336 LOAD_FAST function LOAD_ATTR nodes GET_ITER FOR_ITER to 334 STORE_FAST node SETUP_LOOP to 268 LOAD_FAST node LOAD_ATTR phi_origins_local_variables LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 266 UNPACK_SEQUENCE STORE_FAST variable STORE_FAST nodes LOAD_GLOBAL len LOAD_FAST nodes CALL_FUNCTION LOAD_CONST 2 COMPARE_OP < POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL is_used_later LOAD_FAST node LOAD_FAST variable CALL_FUNCTION POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_GLOBAL Phi LOAD_GLOBAL LocalIRVariable LOAD_FAST variable CALL_FUNCTION LOAD_FAST nodes CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 332 LOAD_FAST node LOAD_ATTR phi_origins_state_variables LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 330 UNPACK_SEQUENCE STORE_FAST variable STORE_FAST nodes LOAD_GLOBAL len LOAD_FAST nodes CALL_FUNCTION LOAD_CONST 2 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_GLOBAL Phi LOAD_GLOBAL StateIRVariable LOAD_FAST variable CALL_FUNCTION LOAD_FAST nodes CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST init_local_variables_instances SETUP_LOOP to 450 LOAD_FAST function LOAD_ATTR parameters GET_ITER FOR_ITER to 448 STORE_FAST v LOAD_FAST v LOAD_ATTR name EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST v CALL_FUNCTION STORE_FAST new_var LOAD_FAST function LOAD_METHOD add_parameter_ssa LOAD_FAST new_var CALL_METHOD POP_TOP LOAD_FAST new_var LOAD_ATTR is_storage EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST v CALL_FUNCTION STORE_FAST fake_variable LOAD_CONST 'STORAGE_' LOAD_FAST fake_variable LOAD_ATTR name BINARY_ADD LOAD_FAST fake_variable STORE_ATTR name LOAD_FAST fake_variable LOAD_METHOD set_location LOAD_CONST 'reference_to_storage' CALL_METHOD POP_TOP LOAD_FAST fake_variable BUILD_SET LOAD_FAST new_var STORE_ATTR refers_to LOAD_FAST fake_variable LOAD_FAST init_local_variables_instances LOAD_FAST fake_variable LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST init_local_variables_instances LOAD_FAST v LOAD_ATTR name STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 560 LOAD_FAST function LOAD_ATTR returns GET_ITER FOR_ITER to 558 STORE_FAST v LOAD_FAST v LOAD_ATTR name EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST v CALL_FUNCTION STORE_FAST new_var LOAD_FAST function LOAD_METHOD add_return_ssa LOAD_FAST new_var CALL_METHOD POP_TOP LOAD_FAST new_var LOAD_ATTR is_storage EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST v CALL_FUNCTION STORE_FAST fake_variable LOAD_CONST 'STORAGE_' LOAD_FAST fake_variable LOAD_ATTR name BINARY_ADD LOAD_FAST fake_variable STORE_ATTR name LOAD_FAST fake_variable LOAD_METHOD set_location LOAD_CONST 'reference_to_storage' CALL_METHOD POP_TOP LOAD_FAST fake_variable BUILD_SET LOAD_FAST new_var STORE_ATTR refers_to LOAD_FAST fake_variable LOAD_FAST init_local_variables_instances LOAD_FAST fake_variable LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST init_local_variables_instances LOAD_FAST v LOAD_ATTR name STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL dict LOAD_FAST init_local_variables_instances CALL_FUNCTION STORE_FAST all_init_local_variables_instances LOAD_GLOBAL dict LOAD_FAST all_state_variables_instances CALL_FUNCTION STORE_FAST init_state_variables_instances LOAD_GLOBAL initiate_all_local_variables_instances LOAD_FAST function LOAD_ATTR nodes LOAD_FAST init_local_variables_instances LOAD_FAST all_init_local_variables_instances CALL_FUNCTION POP_TOP LOAD_GLOBAL generate_ssa_irs LOAD_FAST function LOAD_ATTR entry_point LOAD_GLOBAL dict LOAD_FAST init_local_variables_instances CALL_FUNCTION LOAD_FAST all_init_local_variables_instances LOAD_GLOBAL dict LOAD_FAST init_state_variables_instances CALL_FUNCTION LOAD_FAST all_state_variables_instances LOAD_FAST init_local_variables_instances BUILD_LIST CALL_FUNCTION POP_TOP LOAD_GLOBAL fix_phi_rvalues_and_storage_ref LOAD_FAST function LOAD_ATTR entry_point LOAD_GLOBAL dict LOAD_FAST init_local_variables_instances CALL_FUNCTION LOAD_FAST all_init_local_variables_instances LOAD_GLOBAL dict LOAD_FAST init_state_variables_instances CALL_FUNCTION LOAD_FAST all_state_variables_instances LOAD_FAST init_local_variables_instances CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_DEREF visited COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_ATTR type LOAD_GLOBAL NodeType LOAD_ATTR ENDIF LOAD_GLOBAL NodeType LOAD_ATTR ENDLOOP BUILD_LIST COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE visited BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab703efdb0, file "f.py", line 212> LOAD_CONST 'generate_ssa_irs.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST node LOAD_ATTR fathers GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_DEREF visited LOAD_METHOD append LOAD_FAST node CALL_METHOD POP_TOP SETUP_LOOP to 116 LOAD_FAST node LOAD_ATTR irs_ssa GET_ITER FOR_ITER to 114 STORE_FAST ir LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Phi CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL update_lvalue LOAD_FAST ir LOAD_FAST node LOAD_FAST local_variables_instances LOAD_FAST all_local_variables_instances LOAD_FAST state_variables_instances LOAD_FAST all_state_variables_instances CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST temporary_variables_instances BUILD_MAP STORE_FAST reference_variables_instances BUILD_MAP STORE_FAST tuple_variables_instances EXTENDED_ARG SETUP_LOOP to 460 LOAD_FAST node LOAD_ATTR irs GET_ITER EXTENDED_ARG FOR_ITER to 458 STORE_FAST ir LOAD_GLOBAL copy_ir LOAD_FAST ir LOAD_FAST local_variables_instances LOAD_FAST state_variables_instances LOAD_FAST temporary_variables_instances LOAD_FAST reference_variables_instances LOAD_FAST tuple_variables_instances LOAD_FAST all_local_variables_instances CALL_FUNCTION STORE_FAST new_ir LOAD_FAST new_ir LOAD_METHOD set_expression LOAD_FAST ir LOAD_ATTR expression CALL_METHOD POP_TOP LOAD_FAST new_ir LOAD_METHOD set_node LOAD_FAST ir LOAD_ATTR node CALL_METHOD POP_TOP LOAD_GLOBAL update_lvalue LOAD_FAST new_ir LOAD_FAST node LOAD_FAST local_variables_instances LOAD_FAST all_local_variables_instances LOAD_FAST state_variables_instances LOAD_FAST all_state_variables_instances CALL_FUNCTION POP_TOP LOAD_FAST new_ir POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_FAST new_ir CALL_METHOD POP_TOP LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL InternalCall LOAD_GLOBAL HighLevelCall LOAD_GLOBAL InternalDynamicCall LOAD_GLOBAL LowLevelCall BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL LibraryCall CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_ABSOLUTE SETUP_LOOP to 360 LOAD_FAST all_state_variables_instances LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 358 STORE_FAST variable LOAD_GLOBAL is_used_later LOAD_FAST node LOAD_FAST variable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE EXTENDED_ARG JUMP_ABSOLUTE LOAD_GLOBAL StateIRVariable LOAD_FAST variable CALL_FUNCTION STORE_FAST new_var LOAD_FAST all_state_variables_instances LOAD_FAST variable LOAD_ATTR canonical_name BINARY_SUBSCR LOAD_ATTR index LOAD_CONST 1 BINARY_ADD LOAD_FAST new_var STORE_ATTR index LOAD_FAST new_var LOAD_FAST all_state_variables_instances LOAD_FAST variable LOAD_ATTR canonical_name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST state_variables_instances LOAD_FAST variable LOAD_ATTR canonical_name STORE_SUBSCR LOAD_GLOBAL PhiCallback LOAD_FAST new_var LOAD_FAST node BUILD_SET LOAD_FAST new_ir LOAD_FAST variable CALL_FUNCTION STORE_FAST phi_ir LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_FAST phi_ir CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_GLOBAL Assignment LOAD_GLOBAL Binary BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_ATTR lvalue LOAD_GLOBAL LocalIRVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST new_ir LOAD_ATTR lvalue LOAD_ATTR is_storage POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_ATTR rvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_ir LOAD_ATTR rvalue LOAD_ATTR points_to_origin STORE_FAST refers_to LOAD_FAST new_ir LOAD_ATTR lvalue LOAD_METHOD add_refers_to LOAD_FAST refers_to CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_ATTR rvalue LOAD_GLOBAL Constant CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST new_ir LOAD_ATTR lvalue LOAD_METHOD add_refers_to LOAD_FAST new_ir LOAD_ATTR rvalue CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 506 LOAD_FAST node LOAD_ATTR dominator_successors GET_ITER FOR_ITER to 504 STORE_FAST succ LOAD_GLOBAL generate_ssa_irs LOAD_FAST succ LOAD_GLOBAL dict LOAD_FAST local_variables_instances CALL_FUNCTION LOAD_FAST all_local_variables_instances LOAD_GLOBAL dict LOAD_FAST state_variables_instances CALL_FUNCTION LOAD_FAST all_state_variables_instances LOAD_FAST init_local_variables_instances LOAD_DEREF visited CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 552 LOAD_FAST node LOAD_ATTR dominance_frontier GET_ITER FOR_ITER to 550 STORE_FAST dominated LOAD_GLOBAL generate_ssa_irs LOAD_FAST dominated LOAD_GLOBAL dict LOAD_FAST local_variables_instances CALL_FUNCTION LOAD_FAST all_local_variables_instances LOAD_GLOBAL dict LOAD_FAST state_variables_instances CALL_FUNCTION LOAD_FAST all_state_variables_instances LOAD_FAST init_local_variables_instances LOAD_DEREF visited CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST father LOAD_FAST father LOAD_DEREF visited COMPARE_OP not in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST candidates SETUP_LOOP to 84 LOAD_FAST n LOAD_ATTR irs_ssa GET_ITER FOR_ITER to 82 STORE_FAST ir_ssa LOAD_GLOBAL isinstance LOAD_FAST ir_ssa LOAD_GLOBAL OperationWithLValue CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST ir_ssa LOAD_ATTR lvalue STORE_FAST lvalue SETUP_LOOP to 54 LOAD_GLOBAL isinstance LOAD_FAST lvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST lvalue LOAD_ATTR points_to STORE_FAST lvalue JUMP_ABSOLUTE POP_BLOCK LOAD_FAST lvalue POP_JUMP_IF_FALSE LOAD_FAST lvalue LOAD_ATTR name LOAD_FAST var LOAD_ATTR name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST candidates LOAD_METHOD append LOAD_FAST lvalue CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST n LOAD_ATTR variable_declaration POP_JUMP_IF_FALSE LOAD_FAST n LOAD_ATTR variable_declaration LOAD_ATTR name LOAD_FAST var LOAD_ATTR name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST candidates LOAD_METHOD append LOAD_GLOBAL LocalIRVariable LOAD_FAST n LOAD_ATTR variable_declaration CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST n LOAD_ATTR type LOAD_GLOBAL NodeType LOAD_ATTR ENTRYPOINT COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST var LOAD_ATTR name LOAD_FAST init_vars COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST candidates LOAD_METHOD append LOAD_FAST init_vars LOAD_FAST var LOAD_ATTR name BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST candidates POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL max LOAD_FAST candidates LOAD_CONST <code object <lambda> at 0x7fab700db030, file "f.py", line 330> LOAD_CONST 'last_name.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION RETURN_VALUE LOAD_FAST v LOAD_ATTR index RETURN_VALUE LOAD_FAST initial_node BUILD_SET STORE_FAST to_explore LOAD_GLOBAL set CALL_FUNCTION STORE_FAST explored SETUP_LOOP to 206 LOAD_FAST to_explore POP_JUMP_IF_FALSE LOAD_FAST to_explore LOAD_METHOD pop CALL_METHOD STORE_FAST node LOAD_FAST explored LOAD_METHOD add LOAD_FAST node CALL_METHOD POP_TOP LOAD_GLOBAL isinstance LOAD_DEREF variable LOAD_GLOBAL LocalVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE variable BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab700db390, file "f.py", line 344> LOAD_CONST 'is_used_later.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST node LOAD_ATTR local_variables_read GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL any LOAD_CLOSURE variable BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab700db540, file "f.py", line 346> LOAD_CONST 'is_used_later.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST node LOAD_ATTR local_variables_written GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF variable LOAD_GLOBAL StateVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE variable BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab700db810, file "f.py", line 350> LOAD_CONST 'is_used_later.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST node LOAD_ATTR state_variables_read GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL any LOAD_CLOSURE variable BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab700db0c0, file "f.py", line 355> LOAD_CONST 'is_used_later.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST node LOAD_ATTR state_variables_written GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE SETUP_LOOP to 202 LOAD_FAST node LOAD_ATTR sons GET_ITER FOR_ITER to 200 STORE_FAST son LOAD_FAST son LOAD_FAST explored COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST to_explore LOAD_METHOD add LOAD_FAST son CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_ATTR name LOAD_DEREF variable LOAD_ATTR name COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_ATTR name LOAD_DEREF variable LOAD_ATTR name COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST v LOAD_FAST v LOAD_ATTR name LOAD_DEREF variable LOAD_ATTR name COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST v LOAD_ATTR contract LOAD_DEREF variable LOAD_ATTR contract COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST v LOAD_FAST v LOAD_ATTR name LOAD_DEREF variable LOAD_ATTR name COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST v LOAD_ATTR contract LOAD_DEREF variable LOAD_ATTR contract COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_GLOBAL OperationWithLValue CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_ir LOAD_ATTR lvalue STORE_FAST lvalue LOAD_CONST False STORE_FAST update_through_ref LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_GLOBAL Assignment LOAD_GLOBAL Binary BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST lvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST update_through_ref SETUP_LOOP to 72 LOAD_GLOBAL isinstance LOAD_FAST lvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST lvalue LOAD_ATTR points_to STORE_FAST lvalue JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST lvalue LOAD_GLOBAL LocalIRVariable LOAD_GLOBAL StateIRVariable BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST lvalue LOAD_GLOBAL LocalIRVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST lvalue CALL_FUNCTION STORE_FAST new_var LOAD_FAST all_local_variables_instances LOAD_FAST lvalue LOAD_ATTR name BINARY_SUBSCR LOAD_ATTR index LOAD_CONST 1 BINARY_ADD LOAD_FAST new_var STORE_ATTR index LOAD_FAST new_var LOAD_FAST all_local_variables_instances LOAD_FAST lvalue LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST local_variables_instances LOAD_FAST lvalue LOAD_ATTR name STORE_SUBSCR JUMP_FORWARD to 192 LOAD_GLOBAL StateIRVariable LOAD_FAST lvalue CALL_FUNCTION STORE_FAST new_var LOAD_FAST all_state_variables_instances LOAD_FAST lvalue LOAD_ATTR canonical_name BINARY_SUBSCR LOAD_ATTR index LOAD_CONST 1 BINARY_ADD LOAD_FAST new_var STORE_ATTR index LOAD_FAST new_var LOAD_FAST all_state_variables_instances LOAD_FAST lvalue LOAD_ATTR canonical_name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST state_variables_instances LOAD_FAST lvalue LOAD_ATTR canonical_name STORE_SUBSCR LOAD_FAST update_through_ref POP_JUMP_IF_FALSE LOAD_GLOBAL Phi LOAD_FAST new_var LOAD_FAST node BUILD_SET CALL_FUNCTION STORE_FAST phi_operation LOAD_FAST lvalue BUILD_LIST LOAD_FAST phi_operation STORE_ATTR rvalues LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_FAST phi_operation CALL_METHOD POP_TOP LOAD_GLOBAL isinstance LOAD_FAST new_ir LOAD_ATTR lvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST new_var LOAD_FAST new_ir STORE_ATTR lvalue JUMP_FORWARD to 284 LOAD_FAST new_ir LOAD_ATTR lvalue STORE_FAST to_update SETUP_LOOP to 278 LOAD_GLOBAL isinstance LOAD_FAST to_update LOAD_ATTR points_to LOAD_GLOBAL ReferenceVariable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST to_update LOAD_ATTR points_to STORE_FAST to_update JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_var LOAD_FAST to_update STORE_ATTR points_to LOAD_CONST None RETURN_VALUE SETUP_LOOP to 82 LOAD_FAST nodes GET_ITER FOR_ITER to 80 STORE_FAST node LOAD_FAST node LOAD_ATTR variable_declaration POP_JUMP_IF_FALSE LOAD_GLOBAL LocalIRVariable LOAD_FAST node LOAD_ATTR variable_declaration CALL_FUNCTION STORE_FAST new_var LOAD_FAST new_var LOAD_ATTR name LOAD_FAST all_local_variables_instances COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST all_local_variables_instances LOAD_FAST new_var LOAD_ATTR name BINARY_SUBSCR LOAD_ATTR index LOAD_CONST 1 BINARY_ADD LOAD_FAST new_var STORE_ATTR index LOAD_FAST new_var LOAD_FAST local_variables_instances LOAD_FAST node LOAD_ATTR variable_declaration LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST all_local_variables_instances LOAD_FAST node LOAD_ATTR variable_declaration LOAD_ATTR name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 250 LOAD_FAST node LOAD_ATTR irs_ssa GET_ITER FOR_ITER to 248 STORE_DEREF ir LOAD_GLOBAL isinstance LOAD_DEREF ir LOAD_GLOBAL Phi CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF ir LOAD_ATTR rvalues POP_JUMP_IF_TRUE LOAD_CLOSURE init_local_variables_instances LOAD_CLOSURE ir BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab700dbf60, file "f.py", line 433> LOAD_CONST 'fix_phi_rvalues_and_storage_ref.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF ir LOAD_ATTR nodes GET_ITER CALL_FUNCTION STORE_FAST variables LOAD_FAST variables LOAD_DEREF ir STORE_ATTR rvalues LOAD_GLOBAL isinstance LOAD_DEREF ir LOAD_GLOBAL Phi LOAD_GLOBAL PhiCallback BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF ir LOAD_ATTR lvalue LOAD_GLOBAL LocalIRVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF ir LOAD_ATTR lvalue LOAD_ATTR is_storage POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab700db420, file "f.py", line 440> LOAD_CONST 'fix_phi_rvalues_and_storage_ref.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF ir LOAD_ATTR rvalues GET_ITER CALL_FUNCTION STORE_FAST l LOAD_CONST <code object <listcomp> at 0x7fab700dbb70, file "f.py", line 441> LOAD_CONST 'fix_phi_rvalues_and_storage_ref.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST l GET_ITER CALL_FUNCTION STORE_FAST l LOAD_GLOBAL set LOAD_FAST l CALL_FUNCTION LOAD_DEREF ir LOAD_ATTR lvalue STORE_ATTR refers_to LOAD_GLOBAL isinstance LOAD_DEREF ir LOAD_GLOBAL Assignment LOAD_GLOBAL Binary BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF ir LOAD_ATTR lvalue LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF ir LOAD_ATTR lvalue LOAD_ATTR points_to_origin STORE_FAST origin LOAD_GLOBAL isinstance LOAD_FAST origin LOAD_GLOBAL LocalIRVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST origin LOAD_ATTR is_storage POP_JUMP_IF_FALSE SETUP_LOOP to 246 LOAD_FAST origin LOAD_ATTR refers_to GET_ITER FOR_ITER to 244 STORE_FAST refers_to LOAD_GLOBAL Phi LOAD_FAST refers_to LOAD_FAST node BUILD_SET CALL_FUNCTION STORE_FAST phi_ir LOAD_FAST origin BUILD_LIST LOAD_FAST phi_ir STORE_ATTR rvalues LOAD_FAST node LOAD_METHOD add_ssa_ir LOAD_FAST phi_ir CALL_METHOD POP_TOP LOAD_GLOBAL update_lvalue LOAD_FAST phi_ir LOAD_FAST node LOAD_FAST local_variables_instances LOAD_FAST all_local_variables_instances LOAD_FAST state_variables_instances LOAD_FAST all_state_variables_instances CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 294 LOAD_FAST node LOAD_ATTR dominator_successors GET_ITER FOR_ITER to 292 STORE_FAST succ LOAD_GLOBAL fix_phi_rvalues_and_storage_ref LOAD_FAST succ LOAD_GLOBAL dict LOAD_FAST local_variables_instances CALL_FUNCTION LOAD_FAST all_local_variables_instances LOAD_GLOBAL dict LOAD_FAST state_variables_instances CALL_FUNCTION LOAD_FAST all_state_variables_instances LOAD_DEREF init_local_variables_instances CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST dst LOAD_GLOBAL last_name LOAD_FAST dst LOAD_DEREF ir LOAD_ATTR lvalue LOAD_DEREF init_local_variables_instances CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR refers_to LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST sublist LOAD_FAST sublist GET_ITER FOR_ITER to 22 STORE_FAST item LOAD_FAST item LIST_APPEND JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL dict LOAD_FAST local_variables_definition BUILD_TUPLE LOAD_CLOSURE node BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab700db5d0, file "f.py", line 480> LOAD_CONST 'add_phi_origins.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF node LOAD_ATTR local_variables_written GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST local_variables_definition LOAD_GLOBAL dict LOAD_FAST state_variables_definition BUILD_TUPLE LOAD_CLOSURE node BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab700db300, file "f.py", line 484> LOAD_CONST 'add_phi_origins.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF node LOAD_ATTR state_variables_written GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST state_variables_definition LOAD_DEREF node LOAD_ATTR variable_declaration POP_JUMP_IF_FALSE LOAD_DEREF node LOAD_ATTR variable_declaration LOAD_ATTR name LOAD_FAST local_variables_definition COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_DEREF node LOAD_ATTR variable_declaration LOAD_DEREF node BUILD_TUPLE LOAD_FAST local_variables_definition LOAD_DEREF node LOAD_ATTR variable_declaration LOAD_ATTR name STORE_SUBSCR LOAD_DEREF node LOAD_ATTR dominance_frontier POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF node LOAD_ATTR dominator_successors CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE SETUP_LOOP to 204 LOAD_DEREF node LOAD_ATTR dominance_frontier GET_ITER FOR_ITER to 202 STORE_FAST phi_node SETUP_LOOP to 162 LOAD_FAST local_variables_definition LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 160 UNPACK_SEQUENCE STORE_FAST _ UNPACK_SEQUENCE STORE_FAST variable STORE_FAST n LOAD_FAST phi_node LOAD_METHOD add_phi_origin_local_variable LOAD_FAST variable LOAD_FAST n CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 200 LOAD_FAST state_variables_definition LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 198 UNPACK_SEQUENCE STORE_FAST _ UNPACK_SEQUENCE STORE_FAST variable STORE_FAST n LOAD_FAST phi_node LOAD_METHOD add_phi_origin_state_variable LOAD_FAST variable LOAD_FAST n CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF node LOAD_ATTR dominator_successors POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 242 LOAD_DEREF node LOAD_ATTR dominator_successors GET_ITER FOR_ITER to 240 STORE_FAST succ LOAD_GLOBAL add_phi_origins LOAD_FAST succ LOAD_FAST local_variables_definition LOAD_FAST state_variables_definition CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_DEREF node BUILD_TUPLE LOAD_FAST v LOAD_ATTR name MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_DEREF node BUILD_TUPLE LOAD_FAST v LOAD_ATTR canonical_name MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST variable LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL LocalVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR name LOAD_FAST local_variables_instances COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST local_variables_instances LOAD_FAST variable LOAD_ATTR name BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL LocalIRVariable LOAD_FAST variable CALL_FUNCTION STORE_FAST new_var LOAD_FAST new_var LOAD_FAST local_variables_instances LOAD_FAST variable LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var LOAD_FAST all_local_variables_instances LOAD_FAST variable LOAD_ATTR name STORE_SUBSCR LOAD_FAST new_var RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL StateVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR canonical_name LOAD_FAST state_variables_instances COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST state_variables_instances LOAD_FAST variable LOAD_ATTR canonical_name BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL ReferenceVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR index LOAD_FAST reference_variables_instances COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ReferenceVariableSSA LOAD_FAST variable CALL_FUNCTION STORE_FAST new_variable LOAD_FAST variable LOAD_ATTR points_to POP_JUMP_IF_FALSE LOAD_GLOBAL get LOAD_FAST variable LOAD_ATTR points_to LOAD_FAST local_variables_instances LOAD_FAST state_variables_instances LOAD_FAST temporary_variables_instances LOAD_FAST reference_variables_instances LOAD_FAST tuple_variables_instances LOAD_FAST all_local_variables_instances CALL_FUNCTION LOAD_FAST new_variable STORE_ATTR points_to LOAD_FAST new_variable LOAD_METHOD set_type LOAD_FAST variable LOAD_ATTR type CALL_METHOD POP_TOP LOAD_FAST new_variable LOAD_FAST reference_variables_instances LOAD_FAST variable LOAD_ATTR index STORE_SUBSCR LOAD_FAST reference_variables_instances LOAD_FAST variable LOAD_ATTR index BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL TemporaryVariable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR index LOAD_FAST temporary_variables_instances COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL TemporaryVariableSSA LOAD_FAST variable CALL_FUNCTION STORE_FAST new_variable LOAD_FAST new_variable LOAD_METHOD set_type LOAD_FAST variable LOAD_ATTR type CALL_METHOD POP_TOP LOAD_FAST new_variable LOAD_FAST temporary_variables_instances LOAD_FAST variable LOAD_ATTR index STORE_SUBSCR LOAD_FAST temporary_variables_instances LOAD_FAST variable LOAD_ATTR index BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL TupleVariable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST variable LOAD_ATTR index LOAD_FAST tuple_variables_instances COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL TupleVariableSSA LOAD_FAST variable CALL_FUNCTION STORE_FAST new_variable LOAD_FAST new_variable LOAD_METHOD set_type LOAD_FAST variable LOAD_ATTR type CALL_METHOD POP_TOP LOAD_FAST new_variable LOAD_FAST tuple_variables_instances LOAD_FAST variable LOAD_ATTR index STORE_SUBSCR LOAD_FAST tuple_variables_instances LOAD_FAST variable LOAD_ATTR index BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST variable LOAD_GLOBAL Constant LOAD_GLOBAL SolidityVariable LOAD_GLOBAL Contract LOAD_GLOBAL Enum LOAD_GLOBAL SolidityFunction LOAD_GLOBAL Structure LOAD_GLOBAL Function LOAD_GLOBAL Type LOAD_GLOBAL SolidityImportPlaceHolder LOAD_GLOBAL TopLevelVariable BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST variable RETURN_VALUE LOAD_FAST f LOAD_FAST ir CALL_FUNCTION STORE_FAST variable LOAD_GLOBAL get LOAD_FAST variable BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable LOAD_FAST variable RETURN_VALUE BUILD_LIST STORE_FAST ret SETUP_LOOP to 68 LOAD_FAST values GET_ITER FOR_ITER to 66 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL _get_traversal LOAD_FAST v BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST v JUMP_FORWARD to 54 LOAD_GLOBAL get LOAD_FAST v BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST v LOAD_FAST ret LOAD_METHOD append LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL _get_traversal LOAD_FAST ir LOAD_ATTR arguments BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_FAST f LOAD_FAST ir CALL_FUNCTION STORE_FAST ori_init_values LOAD_GLOBAL _get_traversal LOAD_FAST ori_init_values BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Assignment CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab700db930, file "f.py", line 625> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab700db1e0, file "f.py", line 626> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST rvalue LOAD_FAST ir LOAD_ATTR variable_return_type STORE_FAST variable_return_type LOAD_GLOBAL Assignment LOAD_FAST lvalue LOAD_FAST rvalue LOAD_FAST variable_return_type CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Binary CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab700dba50, file "f.py", line 630> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026cdb0, file "f.py", line 631> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_left LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c5d0, file "f.py", line 632> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_right LOAD_FAST ir LOAD_ATTR type STORE_FAST operation_type LOAD_GLOBAL Binary LOAD_FAST lvalue LOAD_FAST variable_left LOAD_FAST variable_right LOAD_FAST operation_type CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL CodeSize CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026ced0, file "f.py", line 636> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c540, file "f.py", line 637> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST value LOAD_GLOBAL CodeSize LOAD_FAST value LOAD_FAST lvalue CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Condition CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026cf60, file "f.py", line 640> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST val LOAD_GLOBAL Condition LOAD_FAST val CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Delete CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c150, file "f.py", line 643> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c8a0, file "f.py", line 644> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable LOAD_GLOBAL Delete LOAD_FAST lvalue LOAD_FAST variable CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL EventCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR name STORE_FAST name LOAD_GLOBAL EventCall LOAD_FAST name CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL HighLevelCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026ca50, file "f.py", line 652> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST destination LOAD_FAST ir LOAD_ATTR function_name STORE_FAST function_name LOAD_FAST ir LOAD_ATTR nbr_arguments STORE_FAST nbr_arguments LOAD_FAST ir LOAD_ATTR names STORE_FAST names LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c6f0, file "f.py", line 656> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_FAST ir LOAD_ATTR type_call STORE_FAST type_call LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL LibraryCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LibraryCall LOAD_FAST destination LOAD_FAST function_name LOAD_FAST nbr_arguments LOAD_FAST lvalue LOAD_FAST type_call LOAD_FAST names LOAD_CONST ('names',) CALL_FUNCTION STORE_FAST new_ir JUMP_FORWARD to 496 LOAD_GLOBAL HighLevelCall LOAD_FAST destination LOAD_FAST function_name LOAD_FAST nbr_arguments LOAD_FAST lvalue LOAD_FAST type_call LOAD_FAST names LOAD_CONST ('names',) CALL_FUNCTION STORE_FAST new_ir LOAD_FAST ir LOAD_ATTR call_id LOAD_FAST new_ir STORE_ATTR call_id LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c270, file "f.py", line 677> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_value LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c030, file "f.py", line 678> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_gas LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST ir LOAD_ATTR function LOAD_FAST new_ir STORE_ATTR function LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Index CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c930, file "f.py", line 683> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c4b0, file "f.py", line 684> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_left LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c780, file "f.py", line 685> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_right LOAD_GLOBAL Index LOAD_FAST lvalue LOAD_FAST variable_left LOAD_FAST variable_right CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL InitArray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026cc00, file "f.py", line 688> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_rec_values LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c660, file "f.py", line 689> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST init_values LOAD_GLOBAL InitArray LOAD_FAST init_values LOAD_FAST lvalue CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL InternalCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR function STORE_FAST function LOAD_FAST ir LOAD_ATTR nbr_arguments STORE_FAST nbr_arguments LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c9c0, file "f.py", line 694> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_FAST ir LOAD_ATTR type_call STORE_FAST type_call LOAD_FAST ir LOAD_ATTR names STORE_FAST names LOAD_GLOBAL InternalCall LOAD_FAST function LOAD_FAST nbr_arguments LOAD_FAST lvalue LOAD_FAST type_call LOAD_FAST names LOAD_CONST ('names',) CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL InternalDynamicCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c1e0, file "f.py", line 701> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c0c0, file "f.py", line 702> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST function LOAD_FAST ir LOAD_ATTR function_type STORE_FAST function_type LOAD_GLOBAL InternalDynamicCall LOAD_FAST lvalue LOAD_FAST function LOAD_FAST function_type CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL LowLevelCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026c390, file "f.py", line 708> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST destination LOAD_FAST ir LOAD_ATTR function_name STORE_FAST function_name LOAD_FAST ir LOAD_ATTR nbr_arguments STORE_FAST nbr_arguments LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab8026cb70, file "f.py", line 711> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_FAST ir LOAD_ATTR type_call STORE_FAST type_call LOAD_GLOBAL LowLevelCall LOAD_FAST destination LOAD_FAST function_name LOAD_FAST nbr_arguments LOAD_FAST lvalue LOAD_FAST type_call CALL_FUNCTION STORE_FAST new_ir LOAD_FAST ir LOAD_ATTR call_id LOAD_FAST new_ir STORE_ATTR call_id LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fae471296f0, file "f.py", line 717> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_value LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2d20, file "f.py", line 718> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_gas LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Member CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f29c0, file "f.py", line 722> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2ae0, file "f.py", line 723> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_left LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2c00, file "f.py", line 724> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable_right LOAD_GLOBAL Member LOAD_FAST variable_left LOAD_FAST variable_right LOAD_FAST lvalue CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL NewArray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR array_type STORE_FAST array_type LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f26f0, file "f.py", line 728> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL NewArray LOAD_FAST array_type LOAD_FAST lvalue CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_rec_values LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2030, file "f.py", line 730> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL NewElementaryType CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR type STORE_FAST new_type LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2c90, file "f.py", line 734> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL NewElementaryType LOAD_FAST new_type LOAD_FAST lvalue CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL NewContract CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR contract_name STORE_FAST contract_name LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2ed0, file "f.py", line 740> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL NewContract LOAD_FAST contract_name LOAD_FAST lvalue CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f24b0, file "f.py", line 743> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_value LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f28a0, file "f.py", line 744> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR call_salt LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL NewStructure CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR structure STORE_FAST structure LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2420, file "f.py", line 748> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_FAST ir LOAD_ATTR names STORE_FAST names LOAD_GLOBAL NewStructure LOAD_FAST structure LOAD_FAST lvalue LOAD_FAST names LOAD_CONST ('names',) CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Nop CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Nop CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Return CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_rec_values LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2a50, file "f.py", line 756> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST values LOAD_GLOBAL Return LOAD_FAST values CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Send CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2f60, file "f.py", line 759> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST destination LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f25d0, file "f.py", line 760> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST value LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2b70, file "f.py", line 761> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL Send LOAD_FAST destination LOAD_FAST value LOAD_FAST lvalue CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL SolidityCall CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ir LOAD_ATTR function STORE_FAST function LOAD_FAST ir LOAD_ATTR nbr_arguments STORE_FAST nbr_arguments LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2e40, file "f.py", line 766> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_FAST ir LOAD_ATTR type_call STORE_FAST type_call LOAD_GLOBAL SolidityCall LOAD_FAST function LOAD_FAST nbr_arguments LOAD_FAST lvalue LOAD_FAST type_call CALL_FUNCTION STORE_FAST new_ir LOAD_GLOBAL get_arguments LOAD_FAST ir BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION LOAD_FAST new_ir STORE_ATTR arguments LOAD_FAST new_ir RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Transfer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2db0, file "f.py", line 772> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST destination LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2270, file "f.py", line 773> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST value LOAD_GLOBAL Transfer LOAD_FAST destination LOAD_FAST value CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL TypeConversion CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2810, file "f.py", line 776> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2780, file "f.py", line 777> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST variable LOAD_FAST ir LOAD_ATTR type STORE_FAST variable_type LOAD_GLOBAL TypeConversion LOAD_FAST lvalue LOAD_FAST variable LOAD_FAST variable_type CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Unary CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f21e0, file "f.py", line 781> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2540, file "f.py", line 782> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST rvalue LOAD_FAST ir LOAD_ATTR type STORE_FAST operation_type LOAD_GLOBAL Unary LOAD_FAST lvalue LOAD_FAST rvalue LOAD_FAST operation_type CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Unpack CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2930, file "f.py", line 786> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f20c0, file "f.py", line 787> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST tuple_var LOAD_FAST ir LOAD_ATTR index STORE_FAST idx LOAD_GLOBAL Unpack LOAD_FAST lvalue LOAD_FAST tuple_var LOAD_FAST idx CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ir LOAD_GLOBAL Length CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab641f2150, file "f.py", line 791> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST lvalue LOAD_GLOBAL get_variable LOAD_FAST ir LOAD_CONST <code object <lambda> at 0x7fab821c5270, file "f.py", line 792> LOAD_CONST 'copy_ir.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST instances BUILD_TUPLE CALL_FUNCTION STORE_FAST value LOAD_GLOBAL Length LOAD_FAST value LOAD_FAST lvalue CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL SlithIRError LOAD_CONST 'Impossible ir copy on ' LOAD_FAST ir FORMAT_VALUE LOAD_CONST ' (' LOAD_GLOBAL type LOAD_FAST ir CALL_FUNCTION FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR rvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_left RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_right RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR value RETURN_VALUE LOAD_FAST x LOAD_ATTR value RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR variable RETURN_VALUE LOAD_FAST x LOAD_ATTR destination RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR call_value RETURN_VALUE LOAD_FAST x LOAD_ATTR call_gas RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_left RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_right RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR init_values RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR function RETURN_VALUE LOAD_FAST x LOAD_ATTR destination RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR call_value RETURN_VALUE LOAD_FAST x LOAD_ATTR call_gas RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_left RETURN_VALUE LOAD_FAST x LOAD_ATTR variable_right RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR arguments RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR call_value RETURN_VALUE LOAD_FAST x LOAD_ATTR call_salt RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR values RETURN_VALUE LOAD_FAST x LOAD_ATTR destination RETURN_VALUE LOAD_FAST x LOAD_ATTR call_value RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR destination RETURN_VALUE LOAD_FAST x LOAD_ATTR call_value RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR variable RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR rvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR tuple RETURN_VALUE LOAD_FAST x LOAD_ATTR lvalue RETURN_VALUE LOAD_FAST x LOAD_ATTR value RETURN_VALUE
import logging from typing import Any, Callable, Dict, List, Tuple, Union import slither.slithir.variables.tuple_ssa from slither.core.cfg.node import Node, NodeType from slither.core.declarations import ( Contract, Enum, Function, SolidityFunction, SolidityVariable, Structure, ) from slither.core.declarations.function_contract import FunctionContract from slither.core.declarations.function_top_level import FunctionTopLevel from slither.core.declarations.modifier import Modifier from slither.core.declarations.solidity_import_placeholder import ( SolidityImportPlaceHolder, ) from slither.core.solidity_types.type import Type from slither.core.variables.local_variable import LocalVariable from slither.core.variables.state_variable import StateVariable from slither.core.variables.top_level_variable import TopLevelVariable from slither.core.variables.variable import Variable from slither.slithir.exceptions import SlithIRError from slither.slithir.operations import ( Assignment, Binary, Condition, Delete, EventCall, HighLevelCall, Index, InitArray, InternalCall, InternalDynamicCall, Length, LibraryCall, LowLevelCall, Member, NewArray, NewContract, NewElementaryType, NewStructure, OperationWithLValue, Phi, PhiCallback, Return, Send, SolidityCall, Transfer, TypeConversion, Unary, Unpack, Nop, ) from slither.slithir.operations.call import Call from slither.slithir.operations.codesize import CodeSize from slither.slithir.operations.operation import Operation from slither.slithir.variables import ( Constant, LocalIRVariable, ReferenceVariable, ReferenceVariableSSA, StateIRVariable, TemporaryVariable, TemporaryVariableSSA, TupleVariable, TupleVariableSSA, ) logger = logging.getLogger("SSA_Conversion") def transform_slithir_vars_to_ssa( function: Union[FunctionContract, Modifier, FunctionTopLevel] ) -> None: """ Transform slithIR vars to SSA (TemporaryVariable, ReferenceVariable, TupleVariable) """ variables = [] for node in function.nodes: for ir in node.irs_ssa: if isinstance(ir, OperationWithLValue) and not ir.lvalue in variables: variables += [ir.lvalue] tmp_variables = [v for v in variables if isinstance(v, TemporaryVariable)] for idx, _ in enumerate(tmp_variables): tmp_variables[idx].index = idx ref_variables = [v for v in variables if isinstance(v, ReferenceVariable)] for idx, _ in enumerate(ref_variables): ref_variables[idx].index = idx tuple_variables = [v for v in variables if isinstance(v, TupleVariable)] for idx, _ in enumerate(tuple_variables): tuple_variables[idx].index = idx def add_ssa_ir( function: Union[FunctionContract, Modifier, FunctionTopLevel], all_state_variables_instances: Dict[ str, slither.slithir.variables.state_variable.StateIRVariable ], ) -> None: """ Add SSA version of the IR Args: function all_state_variables_instances """ if not function.is_implemented: return init_definition = {} for v in function.parameters: if v.name: init_definition[v.name] = (v, function.entry_point) function.entry_point.add_ssa_ir(Phi(LocalIRVariable(v), set())) for v in function.returns: if v.name: init_definition[v.name] = (v, function.entry_point) for _, variable_instance in all_state_variables_instances.items(): if is_used_later(function.entry_point, variable_instance): function.entry_point.add_ssa_ir( Phi(StateIRVariable(variable_instance), set()) ) add_phi_origins(function.entry_point, init_definition, {}) for node in function.nodes: for variable, nodes in node.phi_origins_local_variables.values(): if len(nodes) < 2: continue if not is_used_later(node, variable): continue node.add_ssa_ir(Phi(LocalIRVariable(variable), nodes)) for variable, nodes in node.phi_origins_state_variables.values(): if len(nodes) < 2: continue node.add_ssa_ir(Phi(StateIRVariable(variable), nodes)) init_local_variables_instances = {} for v in function.parameters: if v.name: new_var = LocalIRVariable(v) function.add_parameter_ssa(new_var) if new_var.is_storage: fake_variable = LocalIRVariable(v) fake_variable.name = "STORAGE_" + fake_variable.name fake_variable.set_location("reference_to_storage") new_var.refers_to = {fake_variable} init_local_variables_instances[fake_variable.name] = fake_variable init_local_variables_instances[v.name] = new_var for v in function.returns: if v.name: new_var = LocalIRVariable(v) function.add_return_ssa(new_var) if new_var.is_storage: fake_variable = LocalIRVariable(v) fake_variable.name = "STORAGE_" + fake_variable.name fake_variable.set_location("reference_to_storage") new_var.refers_to = {fake_variable} init_local_variables_instances[fake_variable.name] = fake_variable init_local_variables_instances[v.name] = new_var all_init_local_variables_instances = dict(init_local_variables_instances) init_state_variables_instances = dict(all_state_variables_instances) initiate_all_local_variables_instances( function.nodes, init_local_variables_instances, all_init_local_variables_instances, ) generate_ssa_irs( function.entry_point, dict(init_local_variables_instances), all_init_local_variables_instances, dict(init_state_variables_instances), all_state_variables_instances, init_local_variables_instances, [], ) fix_phi_rvalues_and_storage_ref( function.entry_point, dict(init_local_variables_instances), all_init_local_variables_instances, dict(init_state_variables_instances), all_state_variables_instances, init_local_variables_instances, ) def generate_ssa_irs( node: Node, local_variables_instances: Dict[str, LocalIRVariable], all_local_variables_instances: Dict[str, LocalIRVariable], state_variables_instances: Dict[str, StateIRVariable], all_state_variables_instances: Dict[str, StateIRVariable], init_local_variables_instances: Dict[str, LocalIRVariable], visited: List[Node], ) -> None: if node in visited: return if node.type in [NodeType.ENDIF, NodeType.ENDLOOP] and any( not father in visited for father in node.fathers ): return visited.append(node) for ir in node.irs_ssa: assert isinstance(ir, Phi) update_lvalue( ir, node, local_variables_instances, all_local_variables_instances, state_variables_instances, all_state_variables_instances, ) temporary_variables_instances = {} reference_variables_instances = {} tuple_variables_instances = {} for ir in node.irs: new_ir = copy_ir( ir, local_variables_instances, state_variables_instances, temporary_variables_instances, reference_variables_instances, tuple_variables_instances, all_local_variables_instances, ) new_ir.set_expression(ir.expression) new_ir.set_node(ir.node) update_lvalue( new_ir, node, local_variables_instances, all_local_variables_instances, state_variables_instances, all_state_variables_instances, ) if new_ir: node.add_ssa_ir(new_ir) if isinstance( ir, (InternalCall, HighLevelCall, InternalDynamicCall, LowLevelCall) ): if isinstance(ir, LibraryCall): continue for variable in all_state_variables_instances.values(): if not is_used_later(node, variable): continue new_var = StateIRVariable(variable) new_var.index = ( all_state_variables_instances[variable.canonical_name].index + 1 ) all_state_variables_instances[variable.canonical_name] = new_var state_variables_instances[variable.canonical_name] = new_var phi_ir = PhiCallback(new_var, {node}, new_ir, variable) node.add_ssa_ir(phi_ir) if isinstance(new_ir, (Assignment, Binary)): if isinstance(new_ir.lvalue, LocalIRVariable): if new_ir.lvalue.is_storage: if isinstance(new_ir.rvalue, ReferenceVariable): refers_to = new_ir.rvalue.points_to_origin new_ir.lvalue.add_refers_to(refers_to) elif not isinstance(new_ir.rvalue, Constant): new_ir.lvalue.add_refers_to(new_ir.rvalue) for succ in node.dominator_successors: generate_ssa_irs( succ, dict(local_variables_instances), all_local_variables_instances, dict(state_variables_instances), all_state_variables_instances, init_local_variables_instances, visited, ) for dominated in node.dominance_frontier: generate_ssa_irs( dominated, dict(local_variables_instances), all_local_variables_instances, dict(state_variables_instances), all_state_variables_instances, init_local_variables_instances, visited, ) def last_name( n: Node, var: Union[ StateIRVariable, LocalIRVariable, ], init_vars: Dict[str, LocalIRVariable], ) -> Union[StateIRVariable, LocalIRVariable,]: candidates = [] for ir_ssa in n.irs_ssa: if isinstance(ir_ssa, OperationWithLValue): lvalue = ir_ssa.lvalue while isinstance(lvalue, ReferenceVariable): lvalue = lvalue.points_to if lvalue and lvalue.name == var.name: candidates.append(lvalue) if n.variable_declaration and n.variable_declaration.name == var.name: candidates.append(LocalIRVariable(n.variable_declaration)) if n.type == NodeType.ENTRYPOINT: if var.name in init_vars: candidates.append(init_vars[var.name]) assert candidates return max(candidates, key=lambda v: v.index) def is_used_later( initial_node: Node, variable: Union[StateIRVariable, LocalVariable, TemporaryVariableSSA], ) -> bool: to_explore = {initial_node} explored = set() while to_explore: node = to_explore.pop() explored.add(node) if isinstance(variable, LocalVariable): if any(v.name == variable.name for v in node.local_variables_read): return True if any(v.name == variable.name for v in node.local_variables_written): return False if isinstance(variable, StateVariable): if any( v.name == variable.name and v.contract == variable.contract for v in node.state_variables_read ): return True if any( v.name == variable.name and v.contract == variable.contract for v in node.state_variables_written ): return False for son in node.sons: if not son in explored: to_explore.add(son) return False def update_lvalue( new_ir: Operation, node: Node, local_variables_instances: Dict[str, LocalIRVariable], all_local_variables_instances: Dict[str, LocalIRVariable], state_variables_instances: Dict[str, StateIRVariable], all_state_variables_instances: Dict[str, StateIRVariable], ) -> None: if isinstance(new_ir, OperationWithLValue): lvalue = new_ir.lvalue update_through_ref = False if isinstance(new_ir, (Assignment, Binary)): if isinstance(lvalue, ReferenceVariable): update_through_ref = True while isinstance(lvalue, ReferenceVariable): lvalue = lvalue.points_to if isinstance(lvalue, (LocalIRVariable, StateIRVariable)): if isinstance(lvalue, LocalIRVariable): new_var = LocalIRVariable(lvalue) new_var.index = all_local_variables_instances[lvalue.name].index + 1 all_local_variables_instances[lvalue.name] = new_var local_variables_instances[lvalue.name] = new_var else: new_var = StateIRVariable(lvalue) new_var.index = ( all_state_variables_instances[lvalue.canonical_name].index + 1 ) all_state_variables_instances[lvalue.canonical_name] = new_var state_variables_instances[lvalue.canonical_name] = new_var if update_through_ref: phi_operation = Phi(new_var, {node}) phi_operation.rvalues = [lvalue] node.add_ssa_ir(phi_operation) if not isinstance(new_ir.lvalue, ReferenceVariable): new_ir.lvalue = new_var else: to_update = new_ir.lvalue while isinstance(to_update.points_to, ReferenceVariable): to_update = to_update.points_to to_update.points_to = new_var def initiate_all_local_variables_instances( nodes: List[Node], local_variables_instances: Dict[str, LocalIRVariable], all_local_variables_instances: Dict[str, LocalIRVariable], ) -> None: for node in nodes: if node.variable_declaration: new_var = LocalIRVariable(node.variable_declaration) if new_var.name in all_local_variables_instances: new_var.index = all_local_variables_instances[new_var.name].index + 1 local_variables_instances[node.variable_declaration.name] = new_var all_local_variables_instances[node.variable_declaration.name] = new_var def fix_phi_rvalues_and_storage_ref( node: Node, local_variables_instances: Dict[str, LocalIRVariable], all_local_variables_instances: Dict[str, LocalIRVariable], state_variables_instances: Dict[str, StateIRVariable], all_state_variables_instances: Dict[str, StateIRVariable], init_local_variables_instances: Dict[str, LocalIRVariable], ) -> None: for ir in node.irs_ssa: if isinstance(ir, (Phi)) and not ir.rvalues: variables = [ last_name(dst, ir.lvalue, init_local_variables_instances) for dst in ir.nodes ] ir.rvalues = variables if isinstance(ir, (Phi, PhiCallback)): if isinstance(ir.lvalue, LocalIRVariable): if ir.lvalue.is_storage: l = [v.refers_to for v in ir.rvalues] l = [item for sublist in l for item in sublist] ir.lvalue.refers_to = set(l) if isinstance(ir, (Assignment, Binary)): if isinstance(ir.lvalue, ReferenceVariable): origin = ir.lvalue.points_to_origin if isinstance(origin, LocalIRVariable): if origin.is_storage: for refers_to in origin.refers_to: phi_ir = Phi(refers_to, {node}) phi_ir.rvalues = [origin] node.add_ssa_ir(phi_ir) update_lvalue( phi_ir, node, local_variables_instances, all_local_variables_instances, state_variables_instances, all_state_variables_instances, ) for succ in node.dominator_successors: fix_phi_rvalues_and_storage_ref( succ, dict(local_variables_instances), all_local_variables_instances, dict(state_variables_instances), all_state_variables_instances, init_local_variables_instances, ) def add_phi_origins( node: Node, local_variables_definition: Dict[str, Tuple[LocalVariable, Node]], state_variables_definition: Dict[str, Tuple[StateVariable, Node]], ) -> None: local_variables_definition = dict( local_variables_definition, **{v.name: (v, node) for v in node.local_variables_written}, ) state_variables_definition = dict( state_variables_definition, **{v.canonical_name: (v, node) for v in node.state_variables_written}, ) if ( node.variable_declaration and not node.variable_declaration.name in local_variables_definition ): local_variables_definition[node.variable_declaration.name] = ( node.variable_declaration, node, ) if node.dominance_frontier and len(node.dominator_successors) != 1: for phi_node in node.dominance_frontier: for _, (variable, n) in local_variables_definition.items(): phi_node.add_phi_origin_local_variable(variable, n) for _, (variable, n) in state_variables_definition.items(): phi_node.add_phi_origin_state_variable(variable, n) if not node.dominator_successors: return for succ in node.dominator_successors: add_phi_origins(succ, local_variables_definition, state_variables_definition) def get( variable, local_variables_instances: Dict[str, LocalIRVariable], state_variables_instances: Dict[str, StateIRVariable], temporary_variables_instances: Dict[int, TemporaryVariableSSA], reference_variables_instances: Dict[int, ReferenceVariableSSA], tuple_variables_instances: Dict[int, TupleVariableSSA], all_local_variables_instances: Dict[str, LocalIRVariable], ): if variable is None: return None if isinstance(variable, LocalVariable): if variable.name in local_variables_instances: return local_variables_instances[variable.name] new_var = LocalIRVariable(variable) local_variables_instances[variable.name] = new_var all_local_variables_instances[variable.name] = new_var return new_var if ( isinstance(variable, StateVariable) and variable.canonical_name in state_variables_instances ): return state_variables_instances[variable.canonical_name] if isinstance(variable, ReferenceVariable): if not variable.index in reference_variables_instances: new_variable = ReferenceVariableSSA(variable) if variable.points_to: new_variable.points_to = get( variable.points_to, local_variables_instances, state_variables_instances, temporary_variables_instances, reference_variables_instances, tuple_variables_instances, all_local_variables_instances, ) new_variable.set_type(variable.type) reference_variables_instances[variable.index] = new_variable return reference_variables_instances[variable.index] if isinstance(variable, TemporaryVariable): if not variable.index in temporary_variables_instances: new_variable = TemporaryVariableSSA(variable) new_variable.set_type(variable.type) temporary_variables_instances[variable.index] = new_variable return temporary_variables_instances[variable.index] if isinstance(variable, TupleVariable): if not variable.index in tuple_variables_instances: new_variable = TupleVariableSSA(variable) new_variable.set_type(variable.type) tuple_variables_instances[variable.index] = new_variable return tuple_variables_instances[variable.index] assert isinstance( variable, ( Constant, SolidityVariable, Contract, Enum, SolidityFunction, Structure, Function, Type, SolidityImportPlaceHolder, TopLevelVariable, ), ) # type for abi.decode(.., t) return variable def get_variable(ir: Operation, f: Callable, *instances): variable = f(ir) variable = get(variable, *instances) return variable def _get_traversal(values: List[Any], *instances) -> List[Any]: ret = [] for v in values: if isinstance(v, list): v = _get_traversal(v, *instances) else: v = get(v, *instances) ret.append(v) return ret def get_arguments(ir: Call, *instances) -> List[Any]: return _get_traversal(ir.arguments, *instances) def get_rec_values( ir: Union[ InitArray, Return, NewArray, ], f: Callable, *instances, ) -> List[Variable]: ori_init_values = f(ir) return _get_traversal(ori_init_values, *instances) def copy_ir(ir: Operation, *instances) -> Operation: """ Args: ir (Operation) local_variables_instances(dict(str -> LocalVariable)) state_variables_instances(dict(str -> StateVariable)) temporary_variables_instances(dict(int -> Variable)) reference_variables_instances(dict(int -> Variable)) Note: temporary and reference can be indexed by int, as they dont need phi functions """ if isinstance(ir, Assignment): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) rvalue = get_variable(ir, lambda x: x.rvalue, *instances) variable_return_type = ir.variable_return_type return Assignment(lvalue, rvalue, variable_return_type) if isinstance(ir, Binary): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) variable_left = get_variable(ir, lambda x: x.variable_left, *instances) variable_right = get_variable(ir, lambda x: x.variable_right, *instances) operation_type = ir.type return Binary(lvalue, variable_left, variable_right, operation_type) if isinstance(ir, CodeSize): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) value = get_variable(ir, lambda x: x.value, *instances) return CodeSize(value, lvalue) if isinstance(ir, Condition): val = get_variable(ir, lambda x: x.value, *instances) return Condition(val) if isinstance(ir, Delete): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) variable = get_variable(ir, lambda x: x.variable, *instances) return Delete(lvalue, variable) if isinstance(ir, EventCall): name = ir.name new_ir = EventCall(name) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, HighLevelCall): # include LibraryCall destination = get_variable(ir, lambda x: x.destination, *instances) function_name = ir.function_name nbr_arguments = ir.nbr_arguments names = ir.names lvalue = get_variable(ir, lambda x: x.lvalue, *instances) type_call = ir.type_call if isinstance(ir, LibraryCall): new_ir = LibraryCall( destination, function_name, nbr_arguments, lvalue, type_call, names=names, ) else: new_ir = HighLevelCall( destination, function_name, nbr_arguments, lvalue, type_call, names=names, ) new_ir.call_id = ir.call_id new_ir.call_value = get_variable(ir, lambda x: x.call_value, *instances) new_ir.call_gas = get_variable(ir, lambda x: x.call_gas, *instances) new_ir.arguments = get_arguments(ir, *instances) new_ir.function = ir.function return new_ir if isinstance(ir, Index): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) variable_left = get_variable(ir, lambda x: x.variable_left, *instances) variable_right = get_variable(ir, lambda x: x.variable_right, *instances) return Index(lvalue, variable_left, variable_right) if isinstance(ir, InitArray): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) init_values = get_rec_values(ir, lambda x: x.init_values, *instances) return InitArray(init_values, lvalue) if isinstance(ir, InternalCall): function = ir.function nbr_arguments = ir.nbr_arguments lvalue = get_variable(ir, lambda x: x.lvalue, *instances) type_call = ir.type_call names = ir.names new_ir = InternalCall(function, nbr_arguments, lvalue, type_call, names=names) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, InternalDynamicCall): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) function = get_variable(ir, lambda x: x.function, *instances) function_type = ir.function_type new_ir = InternalDynamicCall(lvalue, function, function_type) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, LowLevelCall): destination = get_variable(ir, lambda x: x.destination, *instances) function_name = ir.function_name nbr_arguments = ir.nbr_arguments lvalue = get_variable(ir, lambda x: x.lvalue, *instances) type_call = ir.type_call new_ir = LowLevelCall( destination, function_name, nbr_arguments, lvalue, type_call ) new_ir.call_id = ir.call_id new_ir.call_value = get_variable(ir, lambda x: x.call_value, *instances) new_ir.call_gas = get_variable(ir, lambda x: x.call_gas, *instances) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, Member): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) variable_left = get_variable(ir, lambda x: x.variable_left, *instances) variable_right = get_variable(ir, lambda x: x.variable_right, *instances) return Member(variable_left, variable_right, lvalue) if isinstance(ir, NewArray): array_type = ir.array_type lvalue = get_variable(ir, lambda x: x.lvalue, *instances) new_ir = NewArray(array_type, lvalue) new_ir.arguments = get_rec_values(ir, lambda x: x.arguments, *instances) return new_ir if isinstance(ir, NewElementaryType): new_type = ir.type lvalue = get_variable(ir, lambda x: x.lvalue, *instances) new_ir = NewElementaryType(new_type, lvalue) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, NewContract): contract_name = ir.contract_name lvalue = get_variable(ir, lambda x: x.lvalue, *instances) new_ir = NewContract(contract_name, lvalue) new_ir.arguments = get_arguments(ir, *instances) new_ir.call_value = get_variable(ir, lambda x: x.call_value, *instances) new_ir.call_salt = get_variable(ir, lambda x: x.call_salt, *instances) return new_ir if isinstance(ir, NewStructure): structure = ir.structure lvalue = get_variable(ir, lambda x: x.lvalue, *instances) names = ir.names new_ir = NewStructure(structure, lvalue, names=names) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, Nop): return Nop() if isinstance(ir, Return): values = get_rec_values(ir, lambda x: x.values, *instances) return Return(values) if isinstance(ir, Send): destination = get_variable(ir, lambda x: x.destination, *instances) value = get_variable(ir, lambda x: x.call_value, *instances) lvalue = get_variable(ir, lambda x: x.lvalue, *instances) return Send(destination, value, lvalue) if isinstance(ir, SolidityCall): function = ir.function nbr_arguments = ir.nbr_arguments lvalue = get_variable(ir, lambda x: x.lvalue, *instances) type_call = ir.type_call new_ir = SolidityCall(function, nbr_arguments, lvalue, type_call) new_ir.arguments = get_arguments(ir, *instances) return new_ir if isinstance(ir, Transfer): destination = get_variable(ir, lambda x: x.destination, *instances) value = get_variable(ir, lambda x: x.call_value, *instances) return Transfer(destination, value) if isinstance(ir, TypeConversion): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) variable = get_variable(ir, lambda x: x.variable, *instances) variable_type = ir.type return TypeConversion(lvalue, variable, variable_type) if isinstance(ir, Unary): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) rvalue = get_variable(ir, lambda x: x.rvalue, *instances) operation_type = ir.type return Unary(lvalue, rvalue, operation_type) if isinstance(ir, Unpack): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) tuple_var = get_variable(ir, lambda x: x.tuple, *instances) idx = ir.index return Unpack(lvalue, tuple_var, idx) if isinstance(ir, Length): lvalue = get_variable(ir, lambda x: x.lvalue, *instances) value = get_variable(ir, lambda x: x.value, *instances) return Length(value, lvalue) raise SlithIRError(f"Impossible ir copy on {ir} ({type(ir)})")
data/slither-analyzer-0.10.0/slither/slithir/utils/ssa.py
17,405
9,043
213,805
LOAD_CONST 'Test installation of JupyterLab extensions' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME glob STORE_NAME glob LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME platform STORE_NAME platform LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('join',) IMPORT_NAME os.path IMPORT_FROM join STORE_NAME pjoin POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('TemporaryDirectory',) IMPORT_NAME tempfile IMPORT_FROM TemporaryDirectory STORE_NAME TemporaryDirectory POP_TOP LOAD_CONST 0 LOAD_CONST ('TestCase',) IMPORT_NAME unittest IMPORT_FROM TestCase STORE_NAME TestCase POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME unittest.mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('paths',) IMPORT_NAME jupyter_core IMPORT_FROM paths STORE_NAME paths POP_TOP LOAD_CONST 0 LOAD_CONST ('commands',) IMPORT_NAME jupyterlab IMPORT_FROM commands STORE_NAME commands POP_TOP LOAD_CONST 0 LOAD_CONST ('DEV_DIR', 'AppOptions', '_compare_ranges', '_test_overlap', 'build', 'build_check', 'check_extension', 'disable_extension', 'enable_extension', 'get_app_info', 'get_app_version', 'install_extension', 'link_package', 'list_extensions', 'uninstall_extension', 'unlink_package', 'update_extension') IMPORT_NAME jupyterlab.commands IMPORT_FROM DEV_DIR STORE_NAME DEV_DIR IMPORT_FROM AppOptions STORE_NAME AppOptions IMPORT_FROM _compare_ranges STORE_NAME _compare_ranges IMPORT_FROM _test_overlap STORE_NAME _test_overlap IMPORT_FROM build STORE_NAME build IMPORT_FROM build_check STORE_NAME build_check IMPORT_FROM check_extension STORE_NAME check_extension IMPORT_FROM disable_extension STORE_NAME disable_extension IMPORT_FROM enable_extension STORE_NAME enable_extension IMPORT_FROM get_app_info STORE_NAME get_app_info IMPORT_FROM get_app_version STORE_NAME get_app_version IMPORT_FROM install_extension STORE_NAME install_extension IMPORT_FROM link_package STORE_NAME link_package IMPORT_FROM list_extensions STORE_NAME list_extensions IMPORT_FROM uninstall_extension STORE_NAME uninstall_extension IMPORT_FROM unlink_package STORE_NAME unlink_package IMPORT_FROM update_extension STORE_NAME update_extension POP_TOP LOAD_CONST 0 LOAD_CONST ('CoreConfig', '_get_default_core_data') IMPORT_NAME jupyterlab.coreconfig IMPORT_FROM CoreConfig STORE_NAME CoreConfig IMPORT_FROM _get_default_core_data STORE_NAME _get_default_core_data POP_TOP LOAD_NAME os LOAD_ATTR path LOAD_METHOD dirname LOAD_NAME os LOAD_ATTR path LOAD_METHOD abspath LOAD_NAME __file__ CALL_METHOD CALL_METHOD STORE_NAME here LOAD_CONST (None,) LOAD_CONST <code object touch at 0x7f8aefeaf0c0, file "f.py", line 45> LOAD_CONST 'touch' MAKE_FUNCTION STORE_NAME touch LOAD_BUILD_CLASS LOAD_CONST <code object AppHandlerTest at 0x7f8aefeaf540, file "f.py", line 60> LOAD_CONST 'AppHandlerTest' MAKE_FUNCTION LOAD_CONST 'AppHandlerTest' LOAD_NAME TestCase CALL_FUNCTION STORE_NAME AppHandlerTest LOAD_BUILD_CLASS LOAD_CONST <code object TestExtension at 0x7f8af15130c0, file "f.py", line 144> LOAD_CONST 'TestExtension' MAKE_FUNCTION LOAD_CONST 'TestExtension' LOAD_NAME AppHandlerTest CALL_FUNCTION STORE_NAME TestExtension LOAD_CONST <code object test_load_extension at 0x7f8af1513150, file "f.py", line 799> LOAD_CONST 'test_load_extension' MAKE_FUNCTION STORE_NAME test_load_extension LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST file CALL_METHOD STORE_FAST dirname LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dirname CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST dirname CALL_METHOD POP_TOP LOAD_GLOBAL open LOAD_FAST file LOAD_CONST 'a' CALL_FUNCTION LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST mtime POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD stat LOAD_FAST file CALL_METHOD LOAD_ATTR st_atime STORE_FAST atime LOAD_GLOBAL os LOAD_METHOD utime LOAD_FAST file LOAD_FAST atime LOAD_FAST mtime BUILD_TUPLE CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_METHOD stat LOAD_FAST file CALL_METHOD LOAD_ATTR st_mtime RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AppHandlerTest' STORE_NAME __qualname__ LOAD_CONST <code object tempdir at 0x7f8aefeaf150, file "f.py", line 61> LOAD_CONST 'AppHandlerTest.tempdir' MAKE_FUNCTION STORE_NAME tempdir LOAD_CONST <code object setUp at 0x7f8aefeaf9c0, file "f.py", line 66> LOAD_CONST 'AppHandlerTest.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TemporaryDirectory CALL_FUNCTION STORE_FAST td LOAD_FAST self LOAD_ATTR tempdirs LOAD_METHOD append LOAD_FAST td CALL_METHOD POP_TOP LOAD_FAST td LOAD_ATTR name RETURN_VALUE BUILD_LIST LOAD_DEREF self STORE_ATTR tempdirs LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR devnull LOAD_CONST 'w' CALL_FUNCTION LOAD_DEREF self STORE_ATTR devnull LOAD_DEREF self LOAD_ATTR addCleanup LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object cleanup_tempdirs at 0x7f8aefeaf810, file "f.py", line 70> LOAD_CONST 'AppHandlerTest.setUp.<locals>.cleanup_tempdirs' MAKE_FUNCTION CALL_FUNCTION STORE_FAST cleanup_tempdirs LOAD_DEREF self LOAD_METHOD tempdir CALL_METHOD LOAD_DEREF self STORE_ATTR test_dir LOAD_GLOBAL pjoin LOAD_DEREF self LOAD_ATTR test_dir LOAD_CONST 'data' CALL_FUNCTION LOAD_DEREF self STORE_ATTR data_dir LOAD_GLOBAL pjoin LOAD_DEREF self LOAD_ATTR test_dir LOAD_CONST 'config' CALL_FUNCTION LOAD_DEREF self STORE_ATTR config_dir BUILD_MAP LOAD_DEREF self STORE_ATTR pkg_names SETUP_LOOP to 244 LOAD_CONST ('extension', 'incompat', 'package', 'mimeextension') GET_ITER FOR_ITER to 242 STORE_FAST name LOAD_GLOBAL pjoin LOAD_GLOBAL here LOAD_CONST 'mock_packages' LOAD_FAST name CALL_FUNCTION STORE_FAST src LOAD_CONST <code object ignore at 0x7f8aefeaf030, file "f.py", line 84> LOAD_CONST 'AppHandlerTest.setUp.<locals>.ignore' MAKE_FUNCTION STORE_FAST ignore LOAD_GLOBAL pjoin LOAD_DEREF self LOAD_ATTR test_dir LOAD_FAST name CALL_FUNCTION STORE_FAST dest LOAD_GLOBAL shutil LOAD_ATTR copytree LOAD_FAST src LOAD_FAST dest LOAD_FAST ignore LOAD_CONST ('ignore',) CALL_FUNCTION POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_GLOBAL pjoin LOAD_FAST dest LOAD_CONST 'node_modules' CALL_FUNCTION CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_GLOBAL pjoin LOAD_FAST dest LOAD_CONST 'node_modules' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL setattr LOAD_DEREF self LOAD_CONST 'mock_' LOAD_FAST name BINARY_ADD LOAD_FAST dest CALL_FUNCTION POP_TOP LOAD_GLOBAL open LOAD_GLOBAL pjoin LOAD_FAST dest LOAD_CONST 'package.json' CALL_FUNCTION CALL_FUNCTION SETUP_WITH to 220 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data LOAD_CONST 'name' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR pkg_names LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK BUILD_LIST LOAD_DEREF self STORE_ATTR patches LOAD_GLOBAL patch LOAD_METHOD dict LOAD_CONST 'os.environ' LOAD_DEREF self LOAD_ATTR config_dir LOAD_DEREF self LOAD_ATTR data_dir LOAD_GLOBAL pjoin LOAD_DEREF self LOAD_ATTR data_dir LOAD_CONST 'lab' CALL_FUNCTION LOAD_CONST ('JUPYTER_CONFIG_DIR', 'JUPYTER_DATA_DIR', 'JUPYTERLAB_DIR') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST p LOAD_DEREF self LOAD_ATTR patches LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP SETUP_LOOP to 476 LOAD_GLOBAL paths BUILD_LIST GET_ITER FOR_ITER to 474 STORE_FAST mod LOAD_GLOBAL hasattr LOAD_FAST mod LOAD_CONST 'ENV_JUPYTER_PATH' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST mod LOAD_CONST 'ENV_JUPYTER_PATH' LOAD_DEREF self LOAD_ATTR data_dir BUILD_LIST CALL_METHOD STORE_FAST p LOAD_DEREF self LOAD_ATTR patches LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST mod LOAD_CONST 'ENV_CONFIG_PATH' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST mod LOAD_CONST 'ENV_CONFIG_PATH' LOAD_DEREF self LOAD_ATTR config_dir BUILD_LIST CALL_METHOD STORE_FAST p LOAD_DEREF self LOAD_ATTR patches LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST mod LOAD_CONST 'CONFIG_PATH' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST mod LOAD_CONST 'CONFIG_PATH' LOAD_DEREF self LOAD_ATTR config_dir CALL_METHOD STORE_FAST p LOAD_DEREF self LOAD_ATTR patches LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST mod LOAD_CONST 'BUILD_PATH' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL patch LOAD_METHOD object LOAD_FAST mod LOAD_CONST 'BUILD_PATH' LOAD_DEREF self LOAD_ATTR data_dir CALL_METHOD STORE_FAST p LOAD_DEREF self LOAD_ATTR patches LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 514 LOAD_DEREF self LOAD_ATTR patches GET_ITER FOR_ITER to 512 STORE_FAST p LOAD_FAST p LOAD_METHOD start CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD addCleanup LOAD_FAST p LOAD_ATTR stop CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL paths LOAD_ATTR ENV_CONFIG_PATH LOAD_DEREF self LOAD_ATTR config_dir BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL paths LOAD_ATTR ENV_JUPYTER_PATH LOAD_DEREF self LOAD_ATTR data_dir BUILD_LIST CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL Path LOAD_GLOBAL commands LOAD_METHOD get_app_dir CALL_METHOD CALL_FUNCTION LOAD_METHOD resolve CALL_METHOD LOAD_GLOBAL Path LOAD_DEREF self LOAD_ATTR data_dir CALL_FUNCTION LOAD_CONST 'lab' BINARY_TRUE_DIVIDE LOAD_METHOD resolve CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL commands LOAD_METHOD get_app_dir CALL_METHOD LOAD_DEREF self STORE_ATTR app_dir LOAD_CONST '[email protected]' LOAD_CONST '[email protected]' BUILD_LIST LOAD_DEREF self STORE_ATTR pinned_packages LOAD_CONST None RETURN_VALUE SETUP_LOOP to 24 LOAD_DEREF self LOAD_ATTR tempdirs GET_ITER FOR_ITER to 22 STORE_FAST d LOAD_FAST d LOAD_METHOD cleanup CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST 'node_modules' LOAD_FAST dname COMPARE_OP in POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST files LOAD_CONST 'node_modules' LOAD_FAST files COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST files LOAD_METHOD remove LOAD_CONST 'node_modules' CALL_METHOD POP_TOP LOAD_FAST dname LOAD_FAST files BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestExtension' STORE_NAME __qualname__ LOAD_CONST <code object test_install_extension at 0x7f8aefeafb70, file "f.py", line 145> LOAD_CONST 'TestExtension.test_install_extension' MAKE_FUNCTION STORE_NAME test_install_extension LOAD_CONST <code object test_install_twice at 0x7f8aefeaf420, file "f.py", line 154> LOAD_CONST 'TestExtension.test_install_twice' MAKE_FUNCTION STORE_NAME test_install_twice LOAD_CONST <code object test_install_mime_renderer at 0x7f8aefeafd20, file "f.py", line 164> LOAD_CONST 'TestExtension.test_install_mime_renderer' MAKE_FUNCTION STORE_NAME test_install_mime_renderer LOAD_CONST <code object test_install_incompatible at 0x7f8aefeaf930, file "f.py", line 174> LOAD_CONST 'TestExtension.test_install_incompatible' MAKE_FUNCTION STORE_NAME test_install_incompatible LOAD_CONST <code object test_install_failed at 0x7f8aefa24300, file "f.py", line 180> LOAD_CONST 'TestExtension.test_install_failed' MAKE_FUNCTION STORE_NAME test_install_failed LOAD_CONST <code object test_validation at 0x7f8aefa24c00, file "f.py", line 191> LOAD_CONST 'TestExtension.test_validation' MAKE_FUNCTION STORE_NAME test_validation LOAD_CONST <code object test_uninstall_extension at 0x7f8aefa24b70, file "f.py", line 204> LOAD_CONST 'TestExtension.test_uninstall_extension' MAKE_FUNCTION STORE_NAME test_uninstall_extension LOAD_CONST <code object test_uninstall_all_extensions at 0x7f8aefa24f60, file "f.py", line 215> LOAD_CONST 'TestExtension.test_uninstall_all_extensions' MAKE_FUNCTION STORE_NAME test_uninstall_all_extensions LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_uninstall_core_extension at 0x7f8aefa24540, file "f.py", line 227> LOAD_CONST 'TestExtension.test_uninstall_core_extension' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_uninstall_core_extension LOAD_CONST <code object test_install_and_uninstall_pinned at 0x7f8af162ef60, file "f.py", line 246> LOAD_CONST 'TestExtension.test_install_and_uninstall_pinned' MAKE_FUNCTION STORE_NAME test_install_and_uninstall_pinned LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME platform LOAD_METHOD system CALL_METHOD LOAD_CONST 'Windows' COMPARE_OP == LOAD_CONST 'running npm pack fails on windows CI' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_install_and_uninstall_pinned_folder at 0x7f8af162e300, file "f.py", line 270> LOAD_CONST 'TestExtension.test_install_and_uninstall_pinned_folder' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_install_and_uninstall_pinned_folder LOAD_CONST <code object test_link_extension at 0x7f8af162e660, file "f.py", line 298> LOAD_CONST 'TestExtension.test_link_extension' MAKE_FUNCTION STORE_NAME test_link_extension LOAD_CONST <code object test_link_package at 0x7f8af162e030, file "f.py", line 312> LOAD_CONST 'TestExtension.test_link_package' MAKE_FUNCTION STORE_NAME test_link_package LOAD_CONST <code object test_unlink_package at 0x7f8af162edb0, file "f.py", line 325> LOAD_CONST 'TestExtension.test_unlink_package' MAKE_FUNCTION STORE_NAME test_unlink_package LOAD_CONST <code object test_list_extensions at 0x7f8aacb2c4b0, file "f.py", line 334> LOAD_CONST 'TestExtension.test_list_extensions' MAKE_FUNCTION STORE_NAME test_list_extensions LOAD_CONST <code object test_app_dir at 0x7f8aacb2c780, file "f.py", line 338> LOAD_CONST 'TestExtension.test_app_dir' MAKE_FUNCTION STORE_NAME test_app_dir LOAD_CONST <code object test_app_dir_use_sys_prefix at 0x7f8aacb2c030, file "f.py", line 371> LOAD_CONST 'TestExtension.test_app_dir_use_sys_prefix' MAKE_FUNCTION STORE_NAME test_app_dir_use_sys_prefix LOAD_CONST <code object test_app_dir_disable_sys_prefix at 0x7f8aacb2c150, file "f.py", line 385> LOAD_CONST 'TestExtension.test_app_dir_disable_sys_prefix' MAKE_FUNCTION STORE_NAME test_app_dir_disable_sys_prefix LOAD_CONST <code object test_app_dir_shadowing at 0x7f8aacb2cae0, file "f.py", line 399> LOAD_CONST 'TestExtension.test_app_dir_shadowing' MAKE_FUNCTION STORE_NAME test_app_dir_shadowing LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_build at 0x7f8aacb2cf60, file "f.py", line 442> LOAD_CONST 'TestExtension.test_build' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_build LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME os LOAD_ATTR path LOAD_METHOD exists LOAD_NAME DEV_DIR CALL_METHOD UNARY_NOT LOAD_CONST 'Not in git checkout' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_build_splice_packages at 0x7f8aacb2ced0, file "f.py", line 456> LOAD_CONST 'TestExtension.test_build_splice_packages' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_build_splice_packages LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_build_custom at 0x7f8aacb2c5d0, file "f.py", line 473> LOAD_CONST 'TestExtension.test_build_custom' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_build_custom LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_build_custom_minimal_core_config at 0x7f8aacb2c930, file "f.py", line 490> LOAD_CONST 'TestExtension.test_build_custom_minimal_core_config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_build_custom_minimal_core_config LOAD_CONST <code object test_disable_extension at 0x7f8aacb2c1e0, file "f.py", line 543> LOAD_CONST 'TestExtension.test_disable_extension' MAKE_FUNCTION STORE_NAME test_disable_extension LOAD_CONST <code object test_enable_extension at 0x7f8aacb2c300, file "f.py", line 570> LOAD_CONST 'TestExtension.test_enable_extension' MAKE_FUNCTION STORE_NAME test_enable_extension LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow LOAD_CONST <code object test_build_check at 0x7f8aacb2c420, file "f.py", line 593> LOAD_CONST 'TestExtension.test_build_check' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_build_check LOAD_CONST <code object test_compatibility at 0x7f8aacb2cb70, file "f.py", line 634> LOAD_CONST 'TestExtension.test_compatibility' MAKE_FUNCTION STORE_NAME test_compatibility LOAD_CONST <code object test_compare_ranges at 0x7f8aacb2c810, file "f.py", line 654> LOAD_CONST 'TestExtension.test_compare_ranges' MAKE_FUNCTION STORE_NAME test_compare_ranges LOAD_CONST <code object test_install_compatible at 0x7f8e2ff256f0, file "f.py", line 661> LOAD_CONST 'TestExtension.test_install_compatible' MAKE_FUNCTION STORE_NAME test_install_compatible LOAD_CONST <code object test_update_single at 0x7f8e2ff254b0, file "f.py", line 719> LOAD_CONST 'TestExtension.test_update_single' MAKE_FUNCTION STORE_NAME test_update_single LOAD_CONST <code object test_update_missing_extension at 0x7f8e2ff25f60, file "f.py", line 741> LOAD_CONST 'TestExtension.test_update_missing_extension' MAKE_FUNCTION STORE_NAME test_update_missing_extension LOAD_CONST <code object test_update_multiple at 0x7f8e2ff25ed0, file "f.py", line 744> LOAD_CONST 'TestExtension.test_update_multiple' MAKE_FUNCTION STORE_NAME test_update_multiple LOAD_CONST <code object test_update_all at 0x7f8af1513030, file "f.py", line 770> LOAD_CONST 'TestExtension.test_update_all' MAKE_FUNCTION STORE_NAME test_update_all LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST name CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 26 STORE_FAST excinfo LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_incompat CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'Conflicting Dependencies' LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'incompat' BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR mock_package STORE_FAST path LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 30 POP_TOP LOAD_GLOBAL install_extension LOAD_FAST path CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_GLOBAL pjoin LOAD_FAST path LOAD_CONST 'package.json' CALL_FUNCTION CALL_FUNCTION SETUP_WITH to 66 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST data LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR mock_extension STORE_FAST path LOAD_GLOBAL os LOAD_METHOD remove LOAD_GLOBAL pjoin LOAD_FAST path LOAD_CONST 'index.js' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 46 POP_TOP LOAD_GLOBAL install_extension LOAD_FAST path CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL check_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR mock_mimeextension STORE_FAST path LOAD_GLOBAL os LOAD_METHOD remove LOAD_GLOBAL pjoin LOAD_FAST path LOAD_CONST 'index.js' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 116 POP_TOP LOAD_GLOBAL install_extension LOAD_FAST path CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL check_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION POP_TOP LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST ext_name LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR STORE_FAST mime_ext_name LOAD_GLOBAL check_extension LOAD_FAST ext_name CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST mime_ext_name CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_CONST True LOAD_CONST ('all_',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mime_ext_name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL uninstall_extension LOAD_CONST '@jupyterlab/console-extension' CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR app_dir STORE_FAST app_dir LOAD_GLOBAL build CALL_FUNCTION POP_TOP LOAD_GLOBAL open LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'staging' LOAD_CONST 'package.json' CALL_FUNCTION CALL_FUNCTION SETUP_WITH to 60 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_CONST '@jupyterlab/console-extension' LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_CONST '@jupyterlab/console-extension' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_CONST '@jupyterlab/console-extension' CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build CALL_FUNCTION POP_TOP LOAD_GLOBAL open LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'staging' LOAD_CONST 'package.json' CALL_FUNCTION CALL_FUNCTION SETUP_WITH to 156 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_CONST '@jupyterlab/console-extension' LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_CONST '@jupyterlab/console-extension' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'test-1' LOAD_CONST 'test-2' BUILD_LIST STORE_FAST NAMES LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR pinned_packages LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ('pin',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR pinned_packages LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST ('pin',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST NAMES LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST NAMES LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Path LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD CALL_FUNCTION STORE_DEREF base_dir LOAD_CLOSURE base_dir BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8af162ed20, file "f.py", line 280> LOAD_CONST 'TestExtension.test_install_and_uninstall_pinned_folder.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pinned_packages GET_ITER CALL_FUNCTION STORE_FAST packages LOAD_GLOBAL shutil LOAD_METHOD unpack_archive LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_FAST packages LOAD_CONST 0 BINARY_SUBSCR BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_CONST '1' BINARY_TRUE_DIVIDE CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL shutil LOAD_METHOD unpack_archive LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_FAST packages LOAD_CONST 1 BINARY_SUBSCR BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_CONST '2' BINARY_TRUE_DIVIDE CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_CONST '1' BINARY_TRUE_DIVIDE LOAD_CONST 'package' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_GLOBAL str LOAD_DEREF base_dir LOAD_CONST '2' BINARY_TRUE_DIVIDE LOAD_CONST 'package' BINARY_TRUE_DIVIDE CALL_FUNCTION BUILD_LIST LOAD_FAST self STORE_ATTR pinned_packages LOAD_FAST self LOAD_METHOD test_install_and_uninstall_pinned CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 48 STORE_FAST name LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_CONST 'npm' LOAD_CONST 'pack' LOAD_FAST name BUILD_LIST LOAD_GLOBAL subprocess LOAD_ATTR PIPE LOAD_CONST True LOAD_CONST True LOAD_GLOBAL str LOAD_DEREF base_dir CALL_FUNCTION LOAD_CONST ('stdout', 'text', 'check', 'cwd') CALL_FUNCTION LOAD_ATTR stdout LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR mock_extension STORE_FAST path LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_GLOBAL link_package LOAD_FAST path CALL_FUNCTION POP_TOP LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST name LOAD_FAST linked COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL unlink_package LOAD_FAST path CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST name LOAD_FAST linked COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR mock_package STORE_FAST path LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'package' BINARY_SUBSCR STORE_FAST name LOAD_GLOBAL link_package LOAD_FAST path CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST name LOAD_FAST linked COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL unlink_package LOAD_FAST path CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST name LOAD_FAST linked COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR mock_package STORE_FAST target LOAD_GLOBAL link_package LOAD_FAST target CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL unlink_package LOAD_FAST target CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'package' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_FAST linked COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list_extensions CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD STORE_FAST app_dir LOAD_GLOBAL AppOptions LOAD_FAST app_dir LOAD_CONST ('app_dir',) CALL_FUNCTION STORE_FAST options LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST ext_name LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL link_package LOAD_FAST self LOAD_ATTR mock_package LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'package' BINARY_SUBSCR STORE_FAST pkg_name LOAD_FAST pkg_name LOAD_FAST linked COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST pkg_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL unlink_package LOAD_FAST self LOAD_ATTR mock_package LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'linked_packages' BINARY_SUBSCR STORE_FAST linked LOAD_FAST pkg_name LOAD_FAST linked COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST pkg_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD STORE_FAST app_dir LOAD_GLOBAL AppOptions LOAD_FAST app_dir LOAD_CONST ('app_dir',) CALL_FUNCTION STORE_FAST options LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST self LOAD_ATTR app_dir CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD removedirs LOAD_FAST self LOAD_ATTR app_dir CALL_METHOD POP_TOP LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST ext_name LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD STORE_FAST app_dir LOAD_GLOBAL AppOptions LOAD_FAST app_dir LOAD_CONST False LOAD_CONST ('app_dir', 'use_sys_dir') CALL_FUNCTION STORE_FAST options LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST self LOAD_ATTR app_dir CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD removedirs LOAD_FAST self LOAD_ATTR app_dir CALL_METHOD POP_TOP LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST ext_name LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD STORE_FAST app_dir LOAD_FAST self LOAD_ATTR app_dir STORE_FAST sys_dir LOAD_GLOBAL AppOptions LOAD_FAST app_dir LOAD_CONST ('app_dir',) CALL_FUNCTION STORE_FAST app_options LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST sys_dir CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD removedirs LOAD_FAST sys_dir CALL_METHOD POP_TOP LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST sys_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST sys_path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST sys_path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'extensions' LOAD_CONST '*.tgz' CALL_FUNCTION STORE_FAST app_path LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST app_path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST ext_name LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST app_path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST app_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST sys_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST app_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL glob LOAD_METHOD glob LOAD_FAST sys_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST 'extensions' BINARY_SUBSCR STORE_FAST extensions LOAD_FAST ext_name LOAD_FAST extensions COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST ext_name LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build CALL_FUNCTION POP_TOP LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'staging' LOAD_CONST 'build' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 62 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'static' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 122 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AppOptions LOAD_CONST True LOAD_CONST ('splice_source',) CALL_FUNCTION STORE_FAST app_options LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build LOAD_FAST app_options LOAD_CONST ('app_options',) CALL_FUNCTION POP_TOP LOAD_CONST '-spliced' LOAD_GLOBAL get_app_version LOAD_FAST app_options CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'staging' LOAD_CONST 'build' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 92 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'static' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 152 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build LOAD_CONST 'foo' LOAD_CONST '1.0' LOAD_CONST 'bar' LOAD_CONST ('name', 'version', 'static_url') CALL_FUNCTION POP_TOP LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'static' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 68 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR app_dir LOAD_CONST 'static' LOAD_CONST 'package.json' CALL_FUNCTION STORE_FAST pkg LOAD_GLOBAL open LOAD_FAST pkg CALL_FUNCTION SETUP_WITH to 130 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'name' BINARY_SUBSCR LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'version' BINARY_SUBSCR LOAD_CONST '1.0' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'staticUrl' BINARY_SUBSCR LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CoreConfig CALL_FUNCTION STORE_FAST default_config LOAD_GLOBAL CoreConfig CALL_FUNCTION STORE_FAST core_config LOAD_FAST core_config LOAD_METHOD clear_packages CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD getLogger LOAD_CONST 'jupyterlab_test_logger' CALL_METHOD STORE_FAST logger LOAD_FAST logger LOAD_METHOD setLevel LOAD_CONST 'DEBUG' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD STORE_FAST app_dir LOAD_GLOBAL AppOptions LOAD_FAST app_dir LOAD_FAST core_config LOAD_FAST logger LOAD_CONST False LOAD_CONST ('app_dir', 'core_config', 'logger', 'use_sys_dir') CALL_FUNCTION STORE_FAST options LOAD_CONST ('@jupyterlab/application-extension', '@jupyterlab/apputils-extension') STORE_FAST extensions LOAD_CONST ('@jupyterlab/application', '@jupyterlab/apputils', '@jupyterlab/coreutils', '@jupyterlab/services') STORE_FAST singletons SETUP_LOOP to 112 LOAD_FAST extensions GET_ITER FOR_ITER to 110 STORE_FAST name LOAD_FAST default_config LOAD_ATTR extensions LOAD_FAST name BINARY_SUBSCR STORE_FAST semver LOAD_FAST core_config LOAD_ATTR add LOAD_FAST name LOAD_FAST semver LOAD_CONST True LOAD_CONST ('extension',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 148 LOAD_FAST singletons GET_ITER FOR_ITER to 146 STORE_FAST name LOAD_FAST default_config LOAD_ATTR singletons LOAD_FAST name BINARY_SUBSCR STORE_FAST semver LOAD_FAST core_config LOAD_METHOD add LOAD_FAST name LOAD_FAST semver CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_TOP LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'static' LOAD_CONST 'index.out.js' CALL_FUNCTION STORE_FAST entry LOAD_GLOBAL open LOAD_FAST entry CALL_FUNCTION SETUP_WITH to 214 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST app_dir LOAD_CONST 'static' LOAD_CONST 'package.json' CALL_FUNCTION STORE_FAST pkg LOAD_GLOBAL open LOAD_FAST pkg CALL_FUNCTION SETUP_WITH to 274 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL sorted LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'extensions' BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST '@jupyterlab/application-extension' LOAD_CONST '@jupyterlab/apputils-extension' LOAD_CONST '@jupyterlab/mock-extension' BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'mimeExtensions' BINARY_SUBSCR BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 388 LOAD_FAST data LOAD_CONST 'jupyterlab' BINARY_SUBSCR LOAD_CONST 'singletonPackages' BINARY_SUBSCR GET_ITER FOR_ITER to 386 STORE_FAST pkg LOAD_FAST pkg LOAD_METHOD startswith LOAD_CONST '@jupyterlab/' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pkg LOAD_FAST singletons COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AppOptions LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD LOAD_CONST ('app_dir',) CALL_FUNCTION STORE_FAST options LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL disable_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION STORE_FAST info LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_FAST info LOAD_CONST 'disabled' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST name CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_CONST True LOAD_FAST options LOAD_CONST ('installed', 'app_options') CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL disable_extension LOAD_CONST '@jupyterlab/notebook-extension' LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION STORE_FAST info LOAD_FAST info LOAD_CONST 'disabled' BINARY_SUBSCR LOAD_METHOD get LOAD_CONST '@jupyterlab/notebook-extension' CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_CONST '@jupyterlab/notebook-extension' LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_CONST '@jupyterlab/notebook-extension' LOAD_CONST True LOAD_FAST options LOAD_CONST ('installed', 'app_options') CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST info LOAD_CONST 'disabled' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST name CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_CONST True LOAD_FAST options LOAD_CONST ('installed', 'app_options') CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AppOptions LOAD_FAST self LOAD_METHOD tempdir CALL_METHOD LOAD_CONST ('app_dir',) CALL_FUNCTION STORE_FAST options LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL disable_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL enable_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_app_info LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION STORE_FAST info LOAD_CONST '@jupyterlab/notebook-extension' LOAD_FAST info LOAD_CONST 'disabled' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR STORE_FAST name LOAD_FAST info LOAD_CONST 'disabled' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST name LOAD_CONST False CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL disable_extension LOAD_CONST '@jupyterlab/notebook-extension' LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_FAST name LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL check_extension LOAD_CONST '@jupyterlab/notebook-extension' LOAD_FAST options LOAD_CONST ('app_options',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL build_check CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL link_package LOAD_FAST self LOAD_ATTR mock_package CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build CALL_FUNCTION POP_TOP LOAD_GLOBAL build_check CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build_check CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uninstall_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build_check CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR mock_extension LOAD_CONST 'package.json' CALL_FUNCTION STORE_FAST pkg_path LOAD_GLOBAL open LOAD_FAST pkg_path CALL_FUNCTION SETUP_WITH to 158 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 188 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST orig POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'bar' LOAD_FAST data LOAD_CONST 'foo' STORE_SUBSCR LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 230 STORE_FAST fid LOAD_GLOBAL json LOAD_METHOD dump LOAD_FAST data LOAD_FAST fid CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL build_check CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build_check CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 284 STORE_FAST fid LOAD_FAST fid LOAD_METHOD write LOAD_FAST orig CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL build_check CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pjoin LOAD_FAST self LOAD_ATTR mock_package LOAD_CONST 'index.js' CALL_FUNCTION STORE_FAST pkg_path LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 338 STORE_FAST fid LOAD_FAST fid LOAD_METHOD read CALL_METHOD STORE_FAST orig POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 374 STORE_FAST fid LOAD_FAST fid LOAD_METHOD write LOAD_FAST orig LOAD_CONST b'\nconsole.log("hello");' BINARY_ADD CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL build_check CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL build_check CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST pkg_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 430 STORE_FAST fid LOAD_FAST fid LOAD_METHOD write LOAD_FAST orig CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL build_check CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _test_overlap LOAD_CONST '^0.6.0' LOAD_CONST '^0.6.1' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '>0.1' LOAD_CONST '0.6' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '~0.5.0' LOAD_CONST '~0.5.2' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '0.5.2' LOAD_CONST '^0.5.0' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^0.5.0' LOAD_CONST '^0.6.0' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '~1.5.0' LOAD_CONST '^1.6.0' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '*' LOAD_CONST '0.6' CALL_FUNCTION LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '<0.6' LOAD_CONST '0.1' CALL_FUNCTION LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^1 || ^2' LOAD_CONST '^1' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^1 || ^2' LOAD_CONST '^2' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^1' LOAD_CONST '^1 || ^2' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^2' LOAD_CONST '^1 || ^2' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^1 || ^2' LOAD_CONST '^2 || ^3' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^1 || ^2' LOAD_CONST '^3 || ^4' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _test_overlap LOAD_CONST '^2' LOAD_CONST '^1 || ^3' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _compare_ranges LOAD_CONST '^1 || ^2' LOAD_CONST '^1' CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _compare_ranges LOAD_CONST '^1 || ^2' LOAD_CONST '^2 || ^3' CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _compare_ranges LOAD_CONST '^1 || ^2' LOAD_CONST '^3 || ^4' CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _compare_ranges LOAD_CONST '^3 || ^4' LOAD_CONST '^1 || ^2' CALL_FUNCTION LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _compare_ranges LOAD_CONST '^2 || ^3' LOAD_CONST '^1 || ^4' CALL_FUNCTION LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _get_default_core_data CALL_FUNCTION STORE_FAST core_data LOAD_FAST core_data LOAD_CONST 'dependencies' BINARY_SUBSCR LOAD_CONST '@jupyterlab/application' BINARY_SUBSCR STORE_DEREF current_app_dep LOAD_CONST <code object _gen_dep at 0x7f8aacb2ca50, file "f.py", line 665> LOAD_CONST 'TestExtension.test_install_compatible.<locals>._gen_dep' MAKE_FUNCTION STORE_DEREF _gen_dep LOAD_CLOSURE _gen_dep LOAD_CLOSURE current_app_dep BUILD_TUPLE LOAD_CONST <code object _mock_metadata at 0x7f8aacb2c270, file "f.py", line 668> LOAD_CONST 'TestExtension.test_install_compatible.<locals>._mock_metadata' MAKE_FUNCTION STORE_FAST _mock_metadata LOAD_CLOSURE _gen_dep BUILD_TUPLE LOAD_CONST <code object _mock_extract at 0x7f8aacb2c660, file "f.py", line 683> LOAD_CONST 'TestExtension.test_install_compatible.<locals>._mock_extract' MAKE_FUNCTION STORE_FAST _mock_extract LOAD_BUILD_CLASS LOAD_CONST <code object Success at 0x7f8aacb2cc00, file "f.py", line 702> LOAD_CONST 'Success' MAKE_FUNCTION LOAD_CONST 'Success' LOAD_GLOBAL Exception CALL_FUNCTION STORE_DEREF Success LOAD_CLOSURE Success LOAD_CLOSURE orig_install BUILD_TUPLE LOAD_CONST <code object _mock_install at 0x7f8e2ff25660, file "f.py", line 705> LOAD_CONST 'TestExtension.test_install_compatible.<locals>._mock_install' MAKE_FUNCTION STORE_FAST _mock_install LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_CONST '_fetch_package_metadata' LOAD_FAST _mock_metadata CALL_METHOD STORE_FAST p1 LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_extract_package' LOAD_FAST _mock_extract CALL_METHOD STORE_FAST p2 LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_install_extension' LOAD_FAST _mock_install CALL_METHOD STORE_FAST p3 LOAD_FAST p1 SETUP_WITH to 216 POP_TOP LOAD_FAST p2 SETUP_WITH to 206 POP_TOP LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_ATTR _install_extension STORE_DEREF orig_install LOAD_FAST p3 SETUP_WITH to 196 POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_DEREF Success CALL_METHOD SETUP_WITH to 186 POP_TOP LOAD_GLOBAL install_extension LOAD_CONST 'mockextension' CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'dependencies' LOAD_CONST '@jupyterlab/application' LOAD_FAST ver BUILD_MAP BUILD_MAP RETURN_VALUE LOAD_FAST name LOAD_CONST 'mockextension' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_DEREF _gen_dep LOAD_DEREF current_app_dep CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_DEREF current_app_dep CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_DEREF current_app_dep CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_CONST '^2000.0.0' CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_DEREF current_app_dep CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_CONST '^2000.0.0' CALL_FUNCTION LOAD_DEREF _gen_dep LOAD_CONST '^2000.0.0' CALL_FUNCTION LOAD_CONST ('0.9.0', '1.0.0', '1.1.0', '2.0.0', '2.0.0-b0', '2.1.0-b0', '2.1.0') BUILD_CONST_KEY_MAP LOAD_CONST ('name', 'versions') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST source LOAD_CONST '2.1.0' LOAD_CONST 'extension' LOAD_CONST True BUILD_MAP LOAD_CONST 'index.js' BUILD_LIST LOAD_CONST ('name', 'version', 'jupyterlab', 'jupyterlab_extracted_files') BUILD_CONST_KEY_MAP STORE_FAST data LOAD_FAST data LOAD_METHOD update LOAD_DEREF _gen_dep LOAD_CONST '^2000.0.0' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST source LOAD_CONST False LOAD_FAST data LOAD_FAST source LOAD_FAST data LOAD_CONST 'version' BINARY_SUBSCR LOAD_CONST 'mockextension.tgz' LOAD_GLOBAL pjoin LOAD_FAST tempdir LOAD_CONST 'mockextension.tgz' CALL_FUNCTION LOAD_CONST ('source', 'is_dir', 'data', 'name', 'version', 'filename', 'path') BUILD_CONST_KEY_MAP STORE_FAST info LOAD_FAST info RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestExtension.test_install_compatible.<locals>.Success' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_CONST ('mockextension', '[email protected]') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST name LOAD_CONST '[email protected]' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF Success CALL_FUNCTION RAISE_VARARGS LOAD_DEREF orig_install LOAD_FAST self LOAD_FAST name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE BUILD_LIST STORE_DEREF installed LOAD_CLOSURE installed BUILD_TUPLE LOAD_CONST <code object _mock_install at 0x7f8e2ff25300, file "f.py", line 722> LOAD_CONST 'TestExtension.test_update_single.<locals>._mock_install' MAKE_FUNCTION STORE_FAST _mock_install LOAD_CONST <code object _mock_latest at 0x7f8e2ff25d20, file "f.py", line 726> LOAD_CONST 'TestExtension.test_update_single.<locals>._mock_latest' MAKE_FUNCTION STORE_FAST _mock_latest LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_install_extension' LOAD_FAST _mock_install CALL_METHOD STORE_FAST p1 LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_latest_compatible_package_version' LOAD_FAST _mock_latest CALL_METHOD STORE_FAST p2 LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST p1 SETUP_WITH to 140 POP_TOP LOAD_FAST p2 SETUP_WITH to 130 POP_TOP LOAD_GLOBAL update_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_DEREF installed LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF installed LOAD_METHOD append LOAD_FAST name LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '@' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR BINARY_ADD CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST False LOAD_CONST 'foo/bar/' LOAD_FAST name BINARY_ADD LOAD_CONST ('name', 'is_dir', 'path') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_CONST '10000.0.0' RETURN_VALUE LOAD_GLOBAL update_extension LOAD_CONST 'foo' CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_DEREF installed LOAD_CLOSURE installed BUILD_TUPLE LOAD_CONST <code object _mock_install at 0x7f8e2ff25b70, file "f.py", line 747> LOAD_CONST 'TestExtension.test_update_multiple.<locals>._mock_install' MAKE_FUNCTION STORE_FAST _mock_install LOAD_CONST <code object _mock_latest at 0x7f8e2ff250c0, file "f.py", line 751> LOAD_CONST 'TestExtension.test_update_multiple.<locals>._mock_latest' MAKE_FUNCTION STORE_FAST _mock_latest LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_install_extension' LOAD_FAST _mock_install CALL_METHOD STORE_FAST p1 LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_latest_compatible_package_version' LOAD_FAST _mock_latest CALL_METHOD STORE_FAST p2 LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION POP_TOP LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION POP_TOP LOAD_FAST p1 SETUP_WITH to 146 POP_TOP LOAD_FAST p2 SETUP_WITH to 136 POP_TOP LOAD_GLOBAL update_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL update_extension LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_DEREF installed LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF installed LOAD_METHOD append LOAD_FAST name LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '@' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR BINARY_ADD CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST False LOAD_CONST 'foo/bar/' LOAD_FAST name BINARY_ADD LOAD_CONST ('name', 'is_dir', 'path') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_CONST '10000.0.0' RETURN_VALUE BUILD_LIST STORE_DEREF updated LOAD_CLOSURE updated BUILD_TUPLE LOAD_CONST <code object _mock_update at 0x7f8e2ff25270, file "f.py", line 773> LOAD_CONST 'TestExtension.test_update_all.<locals>._mock_update' MAKE_FUNCTION STORE_FAST _mock_update LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_ATTR _get_app_info STORE_DEREF original_app_info LOAD_CLOSURE original_app_info BUILD_TUPLE LOAD_CONST <code object _mock_app_info at 0x7f8e2ff25390, file "f.py", line 779> LOAD_CONST 'TestExtension.test_update_all.<locals>._mock_app_info' MAKE_FUNCTION STORE_FAST _mock_app_info LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_extension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL install_extension LOAD_FAST self LOAD_ATTR mock_mimeextension CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_update_extension' LOAD_FAST _mock_update CALL_METHOD STORE_FAST p1 LOAD_GLOBAL patch LOAD_METHOD object LOAD_GLOBAL commands LOAD_ATTR _AppHandler LOAD_CONST '_get_app_info' LOAD_FAST _mock_app_info CALL_METHOD STORE_FAST p2 LOAD_FAST p1 SETUP_WITH to 150 POP_TOP LOAD_FAST p2 SETUP_WITH to 140 POP_TOP LOAD_GLOBAL update_extension LOAD_CONST None LOAD_CONST True LOAD_CONST ('all_',) CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL sorted LOAD_DEREF updated CALL_FUNCTION LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'extension' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR pkg_names LOAD_CONST 'mimeextension' BINARY_SUBSCR BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF updated LOAD_METHOD append LOAD_FAST name LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '@' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR BINARY_ADD CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_DEREF original_app_info LOAD_FAST self CALL_FUNCTION STORE_FAST info BUILD_LIST LOAD_FAST info LOAD_CONST 'local_extensions' STORE_SUBSCR LOAD_FAST info RETURN_VALUE LOAD_FAST make_lab_app CALL_FUNCTION STORE_FAST app LOAD_GLOBAL sys LOAD_ATTR stderr STORE_FAST stderr LOAD_FAST app LOAD_METHOD _link_jupyter_server_extension LOAD_FAST jp_serverapp CALL_METHOD POP_TOP LOAD_FAST app LOAD_METHOD initialize CALL_METHOD POP_TOP LOAD_FAST stderr LOAD_GLOBAL sys STORE_ATTR stderr LOAD_CONST None RETURN_VALUE
"""Test installation of JupyterLab extensions""" import glob import json import logging import os import platform import shutil import subprocess import sys from os.path import join as pjoin from pathlib import Path from tempfile import TemporaryDirectory from unittest import TestCase from unittest.mock import patch import pytest from jupyter_core import paths from jupyterlab import commands from jupyterlab.commands import ( DEV_DIR, AppOptions, _compare_ranges, _test_overlap, build, build_check, check_extension, disable_extension, enable_extension, get_app_info, get_app_version, install_extension, link_package, list_extensions, uninstall_extension, unlink_package, update_extension, ) from jupyterlab.coreconfig import CoreConfig, _get_default_core_data here = os.path.dirname(os.path.abspath(__file__)) def touch(file, mtime=None): """ensure a file exists, and set its modification time returns the modification time of the file """ dirname = os.path.dirname(file) if not os.path.exists(dirname): os.makedirs(dirname) open(file, "a").close() if mtime: atime = os.stat(file).st_atime os.utime(file, (atime, mtime)) return os.stat(file).st_mtime class AppHandlerTest(TestCase): def tempdir(self): td = TemporaryDirectory() self.tempdirs.append(td) return td.name def setUp(self): self.tempdirs = [] self.devnull = open(os.devnull, "w") # noqa @self.addCleanup def cleanup_tempdirs(): for d in self.tempdirs: d.cleanup() self.test_dir = self.tempdir() self.data_dir = pjoin(self.test_dir, "data") self.config_dir = pjoin(self.test_dir, "config") self.pkg_names = {} for name in ["extension", "incompat", "package", "mimeextension"]: src = pjoin(here, "mock_packages", name) def ignore(dname, files): if "node_modules" in dname: files = [] if "node_modules" in files: files.remove("node_modules") return dname, files dest = pjoin(self.test_dir, name) shutil.copytree(src, dest, ignore=ignore) if not os.path.exists(pjoin(dest, "node_modules")): os.makedirs(pjoin(dest, "node_modules")) setattr(self, "mock_" + name, dest) with open(pjoin(dest, "package.json")) as fid: data = json.load(fid) self.pkg_names[name] = data["name"] self.patches = [] p = patch.dict( "os.environ", { "JUPYTER_CONFIG_DIR": self.config_dir, "JUPYTER_DATA_DIR": self.data_dir, "JUPYTERLAB_DIR": pjoin(self.data_dir, "lab"), }, ) self.patches.append(p) for mod in [paths]: if hasattr(mod, "ENV_JUPYTER_PATH"): p = patch.object(mod, "ENV_JUPYTER_PATH", [self.data_dir]) self.patches.append(p) if hasattr(mod, "ENV_CONFIG_PATH"): p = patch.object(mod, "ENV_CONFIG_PATH", [self.config_dir]) self.patches.append(p) if hasattr(mod, "CONFIG_PATH"): p = patch.object(mod, "CONFIG_PATH", self.config_dir) self.patches.append(p) if hasattr(mod, "BUILD_PATH"): p = patch.object(mod, "BUILD_PATH", self.data_dir) self.patches.append(p) for p in self.patches: p.start() self.addCleanup(p.stop) self.assertEqual(paths.ENV_CONFIG_PATH, [self.config_dir]) self.assertEqual(paths.ENV_JUPYTER_PATH, [self.data_dir]) self.assertEqual( Path(commands.get_app_dir()).resolve(), (Path(self.data_dir) / "lab").resolve(), ) self.app_dir = commands.get_app_dir() self.pinned_packages = [ "[email protected]", "[email protected]", ] class TestExtension(AppHandlerTest): def test_install_extension(self): assert install_extension(self.mock_extension) is True path = pjoin(self.app_dir, "extensions", "*.tgz") assert glob.glob(path) extensions = get_app_info()["extensions"] name = self.pkg_names["extension"] assert name in extensions assert check_extension(name) def test_install_twice(self): assert install_extension(self.mock_extension) is True path = pjoin(self.app_dir, "extensions", "*.tgz") assert install_extension(self.mock_extension) is True assert glob.glob(path) extensions = get_app_info()["extensions"] name = self.pkg_names["extension"] assert name in extensions assert check_extension(name) def test_install_mime_renderer(self): install_extension(self.mock_mimeextension) name = self.pkg_names["mimeextension"] assert name in get_app_info()["extensions"] assert check_extension(name) assert uninstall_extension(name) is True assert name not in get_app_info()["extensions"] assert not check_extension(name) def test_install_incompatible(self): with pytest.raises(ValueError) as excinfo: install_extension(self.mock_incompat) assert "Conflicting Dependencies" in str(excinfo.value) assert not check_extension(self.pkg_names["incompat"]) def test_install_failed(self): path = self.mock_package with pytest.raises(ValueError): install_extension(path) with open(pjoin(path, "package.json")) as fid: data = json.load(fid) extensions = get_app_info()["extensions"] name = data["name"] assert name not in extensions assert not check_extension(name) def test_validation(self): path = self.mock_extension os.remove(pjoin(path, "index.js")) with pytest.raises(ValueError): install_extension(path) assert not check_extension(self.pkg_names["extension"]) path = self.mock_mimeextension os.remove(pjoin(path, "index.js")) with pytest.raises(ValueError): install_extension(path) assert not check_extension(self.pkg_names["mimeextension"]) def test_uninstall_extension(self): assert install_extension(self.mock_extension) is True name = self.pkg_names["extension"] assert check_extension(name) assert uninstall_extension(self.pkg_names["extension"]) is True path = pjoin(self.app_dir, "extensions", "*.tgz") assert not glob.glob(path) extensions = get_app_info()["extensions"] assert name not in extensions assert not check_extension(name) def test_uninstall_all_extensions(self): install_extension(self.mock_extension) install_extension(self.mock_mimeextension) ext_name = self.pkg_names["extension"] mime_ext_name = self.pkg_names["mimeextension"] assert check_extension(ext_name) is True assert check_extension(mime_ext_name) is True assert uninstall_extension(all_=True) is True extensions = get_app_info()["extensions"] assert ext_name not in extensions assert mime_ext_name not in extensions @pytest.mark.slow def test_uninstall_core_extension(self): assert uninstall_extension("@jupyterlab/console-extension") is True app_dir = self.app_dir build() with open(pjoin(app_dir, "staging", "package.json")) as fid: data = json.load(fid) extensions = data["jupyterlab"]["extensions"] assert "@jupyterlab/console-extension" not in extensions assert not check_extension("@jupyterlab/console-extension") assert install_extension("@jupyterlab/console-extension") is True build() with open(pjoin(app_dir, "staging", "package.json")) as fid: data = json.load(fid) extensions = data["jupyterlab"]["extensions"] assert "@jupyterlab/console-extension" in extensions assert check_extension("@jupyterlab/console-extension") def test_install_and_uninstall_pinned(self): """ You should be able to install different versions of the same extension with different pinned names and uninstall them with those names. """ NAMES = ["test-1", "test-2"] # noqa assert install_extension(self.pinned_packages[0], pin=NAMES[0]) assert install_extension(self.pinned_packages[1], pin=NAMES[1]) extensions = get_app_info()["extensions"] assert NAMES[0] in extensions assert NAMES[1] in extensions assert check_extension(NAMES[0]) assert check_extension(NAMES[1]) assert uninstall_extension(NAMES[0]) assert uninstall_extension(NAMES[1]) extensions = get_app_info()["extensions"] assert NAMES[0] not in extensions assert NAMES[1] not in extensions assert not check_extension(NAMES[0]) assert not check_extension(NAMES[1]) @pytest.mark.skipif( platform.system() == "Windows", reason="running npm pack fails on windows CI" ) def test_install_and_uninstall_pinned_folder(self): """ Same as above test, but installs from a local folder instead of from npm. """ base_dir = Path(self.tempdir()) packages = [ subprocess.run( ["npm", "pack", name], # noqa S603 S607 stdout=subprocess.PIPE, text=True, check=True, cwd=str(base_dir), ).stdout.strip() for name in self.pinned_packages ] shutil.unpack_archive(str(base_dir / packages[0]), str(base_dir / "1")) shutil.unpack_archive(str(base_dir / packages[1]), str(base_dir / "2")) self.pinned_packages = [ str(base_dir / "1" / "package"), str(base_dir / "2" / "package"), ] self.test_install_and_uninstall_pinned() def test_link_extension(self): path = self.mock_extension name = self.pkg_names["extension"] link_package(path) linked = get_app_info()["linked_packages"] assert name not in linked assert name in get_app_info()["extensions"] assert check_extension(name) assert unlink_package(path) is True linked = get_app_info()["linked_packages"] assert name not in linked assert name not in get_app_info()["extensions"] assert not check_extension(name) def test_link_package(self): path = self.mock_package name = self.pkg_names["package"] assert link_package(path) is True linked = get_app_info()["linked_packages"] assert name in linked assert name not in get_app_info()["extensions"] assert check_extension(name) assert unlink_package(path) linked = get_app_info()["linked_packages"] assert name not in linked assert not check_extension(name) def test_unlink_package(self): target = self.mock_package assert link_package(target) is True assert unlink_package(target) is True linked = get_app_info()["linked_packages"] name = self.pkg_names["package"] assert name not in linked assert not check_extension(name) def test_list_extensions(self): assert install_extension(self.mock_extension) is True list_extensions() def test_app_dir(self): app_dir = self.tempdir() options = AppOptions(app_dir=app_dir) assert install_extension(self.mock_extension, app_options=options) is True path = pjoin(app_dir, "extensions", "*.tgz") assert glob.glob(path) extensions = get_app_info(app_options=options)["extensions"] ext_name = self.pkg_names["extension"] assert ext_name in extensions assert check_extension(ext_name, app_options=options) assert ( uninstall_extension(self.pkg_names["extension"], app_options=options) is True ) path = pjoin(app_dir, "extensions", "*.tgz") assert not glob.glob(path) extensions = get_app_info(app_options=options)["extensions"] assert ext_name not in extensions assert not check_extension(ext_name, app_options=options) assert link_package(self.mock_package, app_options=options) is True linked = get_app_info(app_options=options)["linked_packages"] pkg_name = self.pkg_names["package"] assert pkg_name in linked assert check_extension(pkg_name, app_options=options) assert unlink_package(self.mock_package, app_options=options) is True linked = get_app_info(app_options=options)["linked_packages"] assert pkg_name not in linked assert not check_extension(pkg_name, app_options=options) def test_app_dir_use_sys_prefix(self): app_dir = self.tempdir() options = AppOptions(app_dir=app_dir) if os.path.exists(self.app_dir): os.removedirs(self.app_dir) assert install_extension(self.mock_extension) is True path = pjoin(app_dir, "extensions", "*.tgz") assert not glob.glob(path) extensions = get_app_info(app_options=options)["extensions"] ext_name = self.pkg_names["extension"] assert ext_name in extensions assert check_extension(ext_name, app_options=options) def test_app_dir_disable_sys_prefix(self): app_dir = self.tempdir() options = AppOptions(app_dir=app_dir, use_sys_dir=False) if os.path.exists(self.app_dir): os.removedirs(self.app_dir) assert install_extension(self.mock_extension) is True path = pjoin(app_dir, "extensions", "*.tgz") assert not glob.glob(path) extensions = get_app_info(app_options=options)["extensions"] ext_name = self.pkg_names["extension"] assert ext_name not in extensions assert not check_extension(ext_name, app_options=options) def test_app_dir_shadowing(self): app_dir = self.tempdir() sys_dir = self.app_dir app_options = AppOptions(app_dir=app_dir) if os.path.exists(sys_dir): os.removedirs(sys_dir) assert install_extension(self.mock_extension) is True sys_path = pjoin(sys_dir, "extensions", "*.tgz") assert glob.glob(sys_path) app_path = pjoin(app_dir, "extensions", "*.tgz") assert not glob.glob(app_path) extensions = get_app_info(app_options=app_options)["extensions"] ext_name = self.pkg_names["extension"] assert ext_name in extensions assert check_extension(ext_name, app_options=app_options) assert install_extension(self.mock_extension, app_options=app_options) is True assert glob.glob(app_path) extensions = get_app_info(app_options=app_options)["extensions"] assert ext_name in extensions assert check_extension(ext_name, app_options=app_options) assert ( uninstall_extension(self.pkg_names["extension"], app_options=app_options) is True ) assert not glob.glob(app_path) assert glob.glob(sys_path) extensions = get_app_info(app_options=app_options)["extensions"] assert ext_name in extensions assert check_extension(ext_name, app_options=app_options) assert ( uninstall_extension(self.pkg_names["extension"], app_options=app_options) is True ) assert not glob.glob(app_path) assert not glob.glob(sys_path) extensions = get_app_info(app_options=app_options)["extensions"] assert ext_name not in extensions assert not check_extension(ext_name, app_options=app_options) @pytest.mark.slow def test_build(self): assert install_extension(self.mock_extension) is True build() entry = pjoin(self.app_dir, "staging", "build", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data entry = pjoin(self.app_dir, "static", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data @pytest.mark.slow @pytest.mark.skipif(not os.path.exists(DEV_DIR), reason="Not in git checkout") def test_build_splice_packages(self): app_options = AppOptions(splice_source=True) assert install_extension(self.mock_extension) is True build(app_options=app_options) assert "-spliced" in get_app_version(app_options) entry = pjoin(self.app_dir, "staging", "build", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data entry = pjoin(self.app_dir, "static", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data @pytest.mark.slow def test_build_custom(self): assert install_extension(self.mock_extension) is True build(name="foo", version="1.0", static_url="bar") entry = pjoin(self.app_dir, "static", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data pkg = pjoin(self.app_dir, "static", "package.json") with open(pkg) as fid: data = json.load(fid) assert data["jupyterlab"]["name"] == "foo" assert data["jupyterlab"]["version"] == "1.0" assert data["jupyterlab"]["staticUrl"] == "bar" @pytest.mark.slow def test_build_custom_minimal_core_config(self): default_config = CoreConfig() core_config = CoreConfig() core_config.clear_packages() logger = logging.getLogger("jupyterlab_test_logger") logger.setLevel("DEBUG") app_dir = self.tempdir() options = AppOptions( app_dir=app_dir, core_config=core_config, logger=logger, use_sys_dir=False, ) extensions = ( "@jupyterlab/application-extension", "@jupyterlab/apputils-extension", ) singletons = ( "@jupyterlab/application", "@jupyterlab/apputils", "@jupyterlab/coreutils", "@jupyterlab/services", ) for name in extensions: semver = default_config.extensions[name] core_config.add(name, semver, extension=True) for name in singletons: semver = default_config.singletons[name] core_config.add(name, semver) assert install_extension(self.mock_extension, app_options=options) is True build(app_options=options) entry = pjoin(app_dir, "static", "index.out.js") with open(entry) as fid: data = fid.read() assert self.pkg_names["extension"] in data pkg = pjoin(app_dir, "static", "package.json") with open(pkg) as fid: data = json.load(fid) assert sorted(data["jupyterlab"]["extensions"].keys()) == [ "@jupyterlab/application-extension", "@jupyterlab/apputils-extension", "@jupyterlab/mock-extension", ] assert data["jupyterlab"]["mimeExtensions"] == {} for pkg in data["jupyterlab"]["singletonPackages"]: if pkg.startswith("@jupyterlab/"): assert pkg in singletons def test_disable_extension(self): options = AppOptions(app_dir=self.tempdir()) assert install_extension(self.mock_extension, app_options=options) is True assert ( disable_extension(self.pkg_names["extension"], app_options=options) is True ) info = get_app_info(app_options=options) name = self.pkg_names["extension"] assert info["disabled"].get(name) is True assert not check_extension(name, app_options=options) assert check_extension(name, installed=True, app_options=options) assert ( disable_extension("@jupyterlab/notebook-extension", app_options=options) is True ) info = get_app_info(app_options=options) assert info["disabled"].get("@jupyterlab/notebook-extension") is True assert not check_extension( "@jupyterlab/notebook-extension", app_options=options ) assert check_extension( "@jupyterlab/notebook-extension", installed=True, app_options=options ) assert info["disabled"].get(name) is True assert not check_extension(name, app_options=options) assert check_extension(name, installed=True, app_options=options) def test_enable_extension(self): options = AppOptions(app_dir=self.tempdir()) assert install_extension(self.mock_extension, app_options=options) is True assert ( disable_extension(self.pkg_names["extension"], app_options=options) is True ) assert ( enable_extension(self.pkg_names["extension"], app_options=options) is True ) info = get_app_info(app_options=options) assert "@jupyterlab/notebook-extension" not in info["disabled"] name = self.pkg_names["extension"] assert info["disabled"].get(name, False) is False assert check_extension(name, app_options=options) assert ( disable_extension("@jupyterlab/notebook-extension", app_options=options) is True ) assert check_extension(name, app_options=options) assert not check_extension( "@jupyterlab/notebook-extension", app_options=options ) @pytest.mark.slow def test_build_check(self): assert build_check() assert install_extension(self.mock_extension) is True assert link_package(self.mock_package) is True build() assert not build_check() assert install_extension(self.mock_mimeextension) is True assert build_check() assert uninstall_extension(self.pkg_names["mimeextension"]) is True assert not build_check() pkg_path = pjoin(self.mock_extension, "package.json") with open(pkg_path) as fid: data = json.load(fid) with open(pkg_path, "rb") as fid: orig = fid.read() data["foo"] = "bar" with open(pkg_path, "w") as fid: json.dump(data, fid) assert build_check() assert build_check() with open(pkg_path, "wb") as fid: fid.write(orig) assert not build_check() pkg_path = pjoin(self.mock_package, "index.js") with open(pkg_path, "rb") as fid: orig = fid.read() with open(pkg_path, "wb") as fid: fid.write(orig + b'\nconsole.log("hello");') assert build_check() assert build_check() with open(pkg_path, "wb") as fid: fid.write(orig) assert not build_check() def test_compatibility(self): assert _test_overlap("^0.6.0", "^0.6.1") assert _test_overlap(">0.1", "0.6") assert _test_overlap("~0.5.0", "~0.5.2") assert _test_overlap("0.5.2", "^0.5.0") assert not _test_overlap("^0.5.0", "^0.6.0") assert not _test_overlap("~1.5.0", "^1.6.0") assert _test_overlap("*", "0.6") is None assert _test_overlap("<0.6", "0.1") is None assert _test_overlap("^1 || ^2", "^1") assert _test_overlap("^1 || ^2", "^2") assert _test_overlap("^1", "^1 || ^2") assert _test_overlap("^2", "^1 || ^2") assert _test_overlap("^1 || ^2", "^2 || ^3") assert not _test_overlap("^1 || ^2", "^3 || ^4") assert not _test_overlap("^2", "^1 || ^3") def test_compare_ranges(self): assert _compare_ranges("^1 || ^2", "^1") == 0 assert _compare_ranges("^1 || ^2", "^2 || ^3") == 0 assert _compare_ranges("^1 || ^2", "^3 || ^4") == 1 assert _compare_ranges("^3 || ^4", "^1 || ^2") == -1 assert _compare_ranges("^2 || ^3", "^1 || ^4") is None def test_install_compatible(self): core_data = _get_default_core_data() current_app_dep = core_data["dependencies"]["@jupyterlab/application"] def _gen_dep(ver): return {"dependencies": {"@jupyterlab/application": ver}} def _mock_metadata(registry, name, logger): assert name == "mockextension" return { "name": name, "versions": { "0.9.0": _gen_dep(current_app_dep), "1.0.0": _gen_dep(current_app_dep), "1.1.0": _gen_dep(current_app_dep), "2.0.0": _gen_dep("^2000.0.0"), "2.0.0-b0": _gen_dep(current_app_dep), "2.1.0-b0": _gen_dep("^2000.0.0"), "2.1.0": _gen_dep("^2000.0.0"), }, } def _mock_extract(self, source, tempdir, *args, **kwargs): data = { "name": source, "version": "2.1.0", "jupyterlab": {"extension": True}, "jupyterlab_extracted_files": ["index.js"], } data.update(_gen_dep("^2000.0.0")) info = { "source": source, "is_dir": False, "data": data, "name": source, "version": data["version"], "filename": "mockextension.tgz", "path": pjoin(tempdir, "mockextension.tgz"), } return info class Success(Exception): # noqa pass def _mock_install(self, name, *args, **kwargs): assert name in ("mockextension", "[email protected]") if name == "[email protected]": raise Success() return orig_install(self, name, *args, **kwargs) p1 = patch.object(commands, "_fetch_package_metadata", _mock_metadata) p2 = patch.object(commands._AppHandler, "_extract_package", _mock_extract) p3 = patch.object(commands._AppHandler, "_install_extension", _mock_install) with p1, p2: orig_install = commands._AppHandler._install_extension with p3, pytest.raises(Success): assert install_extension("mockextension") is True def test_update_single(self): installed = [] def _mock_install(self, name, *args, **kwargs): installed.append(name[0] + name[1:].split("@")[0]) return {"name": name, "is_dir": False, "path": "foo/bar/" + name} def _mock_latest(self, name): return "10000.0.0" p1 = patch.object(commands._AppHandler, "_install_extension", _mock_install) p2 = patch.object( commands._AppHandler, "_latest_compatible_package_version", _mock_latest ) assert install_extension(self.mock_extension) is True assert install_extension(self.mock_mimeextension) is True with p1, p2: assert update_extension(self.pkg_names["extension"]) is True assert installed == [self.pkg_names["extension"]] def test_update_missing_extension(self): assert update_extension("foo") is False def test_update_multiple(self): installed = [] def _mock_install(self, name, *args, **kwargs): installed.append(name[0] + name[1:].split("@")[0]) return {"name": name, "is_dir": False, "path": "foo/bar/" + name} def _mock_latest(self, name): return "10000.0.0" p1 = patch.object(commands._AppHandler, "_install_extension", _mock_install) p2 = patch.object( commands._AppHandler, "_latest_compatible_package_version", _mock_latest ) install_extension(self.mock_extension) install_extension(self.mock_mimeextension) with p1, p2: assert update_extension(self.pkg_names["extension"]) is True assert update_extension(self.pkg_names["mimeextension"]) is True assert installed == [ self.pkg_names["extension"], self.pkg_names["mimeextension"], ] def test_update_all(self): updated = [] def _mock_update(self, name, *args, **kwargs): updated.append(name[0] + name[1:].split("@")[0]) return True original_app_info = commands._AppHandler._get_app_info def _mock_app_info(self): info = original_app_info(self) info["local_extensions"] = [] return info assert install_extension(self.mock_extension) is True assert install_extension(self.mock_mimeextension) is True p1 = patch.object(commands._AppHandler, "_update_extension", _mock_update) p2 = patch.object(commands._AppHandler, "_get_app_info", _mock_app_info) with p1, p2: assert update_extension(None, all_=True) is True assert sorted(updated) == [ self.pkg_names["extension"], self.pkg_names["mimeextension"], ] def test_load_extension(jp_serverapp, make_lab_app): app = make_lab_app() stderr = sys.stderr app._link_jupyter_server_extension(jp_serverapp) app.initialize() sys.stderr = stderr
data/jupyterlab-4.1.2/jupyterlab/tests/test_jupyterlab.py
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9,044
118,849
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 3 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 3 LOAD_CONST ('meta',) IMPORT_NAME IMPORT_FROM meta STORE_NAME _meta POP_TOP LOAD_CONST 'APIService' LOAD_CONST 'APIServiceCondition' LOAD_CONST 'APIServiceConditionPatch' LOAD_CONST 'APIServiceSpec' LOAD_CONST 'APIServiceSpecPatch' LOAD_CONST 'APIServiceStatus' LOAD_CONST 'APIServiceStatusPatch' LOAD_CONST 'ServiceReference' LOAD_CONST 'ServiceReferencePatch' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIService at 0x7f8af0dbb150, file "f.py", line 23> LOAD_CONST 'APIService' MAKE_FUNCTION LOAD_CONST 'APIService' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIService LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceCondition at 0x7f8a95c30270, file "f.py", line 113> LOAD_CONST 'APIServiceCondition' MAKE_FUNCTION LOAD_CONST 'APIServiceCondition' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceCondition LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceConditionPatch at 0x7f8a95c30b70, file "f.py", line 205> LOAD_CONST 'APIServiceConditionPatch' MAKE_FUNCTION LOAD_CONST 'APIServiceConditionPatch' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceConditionPatch LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceSpec at 0x7f8aacb2c6f0, file "f.py", line 299> LOAD_CONST 'APIServiceSpec' MAKE_FUNCTION LOAD_CONST 'APIServiceSpec' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceSpec LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceSpecPatch at 0x7f8aacb2c930, file "f.py", line 420> LOAD_CONST 'APIServiceSpecPatch' MAKE_FUNCTION LOAD_CONST 'APIServiceSpecPatch' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceSpecPatch LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceStatus at 0x7f8aacb2c9c0, file "f.py", line 544> LOAD_CONST 'APIServiceStatus' MAKE_FUNCTION LOAD_CONST 'APIServiceStatus' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceStatus LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object APIServiceStatusPatch at 0x7f8aefa244b0, file "f.py", line 571> LOAD_CONST 'APIServiceStatusPatch' MAKE_FUNCTION LOAD_CONST 'APIServiceStatusPatch' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME APIServiceStatusPatch LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object ServiceReference at 0x7f8aefa24540, file "f.py", line 598> LOAD_CONST 'ServiceReference' MAKE_FUNCTION LOAD_CONST 'ServiceReference' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME ServiceReference LOAD_NAME pulumi LOAD_ATTR output_type LOAD_BUILD_CLASS LOAD_CONST <code object ServiceReferencePatch at 0x7f8aefa24c00, file "f.py", line 649> LOAD_CONST 'ServiceReferencePatch' MAKE_FUNCTION LOAD_CONST 'ServiceReferencePatch' LOAD_NAME dict CALL_FUNCTION CALL_FUNCTION STORE_NAME ServiceReferencePatch LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIService' STORE_NAME __qualname__ LOAD_CONST '\n APIService represents a server for a particular GroupVersion. Name must be "version.group".\n ' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST ('key',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __key_warning at 0x7f8af0dbb9c0, file "f.py", line 29> LOAD_CONST 'APIService.__key_warning' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _APIService__key_warning LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getitem__ at 0x7f8af0dbbe40, file "f.py", line 40> LOAD_CONST 'APIService.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7f8af0dbbc90, file "f.py", line 44> LOAD_CONST 'APIService.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('api_version', 'kind', 'metadata', 'spec', 'status') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_meta.v1.outputs.ObjectMeta' BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST 'outputs.APIServiceSpec' BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST 'outputs.APIServiceStatus' BINARY_SUBSCR LOAD_CONST ('api_version', 'kind', 'metadata', 'spec', 'status') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8af0dbbb70, file "f.py", line 48> LOAD_CONST 'APIService.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'apiVersion' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_version at 0x7f8af0dbb0c0, file "f.py", line 75> LOAD_CONST 'APIService.api_version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME api_version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object kind at 0x7f8af0dbb420, file "f.py", line 83> LOAD_CONST 'APIService.kind' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME kind LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_CONST '_meta.v1.outputs.ObjectMeta' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata at 0x7f8af0dbb810, file "f.py", line 91> LOAD_CONST 'APIService.metadata' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_CONST 'outputs.APIServiceSpec' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object spec at 0x7f8af0dbb8a0, file "f.py", line 96> LOAD_CONST 'APIService.spec' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME spec LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_CONST 'outputs.APIServiceStatus' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7f8af0dbb390, file "f.py", line 104> LOAD_CONST 'APIService.status' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None STORE_FAST suggest LOAD_FAST key LOAD_CONST 'apiVersion' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'api_version' STORE_FAST suggest LOAD_FAST suggest POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST "Key '" LOAD_FAST key FORMAT_VALUE LOAD_CONST "' not found in APIService. Access the value via the '" LOAD_FAST suggest FORMAT_VALUE LOAD_CONST "' property getter instead." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL APIService LOAD_METHOD _APIService__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __getitem__ LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_GLOBAL APIService LOAD_METHOD _APIService__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_FAST api_version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'api_version' LOAD_CONST 'apiregistration.k8s.io/v1beta1' CALL_METHOD POP_TOP LOAD_FAST kind LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'kind' LOAD_CONST 'APIService' CALL_METHOD POP_TOP LOAD_FAST metadata LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'metadata' LOAD_FAST metadata CALL_METHOD POP_TOP LOAD_FAST spec LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'spec' LOAD_FAST spec CALL_METHOD POP_TOP LOAD_FAST status LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status' LOAD_FAST status CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'api_version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'kind' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'metadata' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'spec' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceCondition' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceCondition describes the state of an APIService at a particular point\n ' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST ('key',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __key_warning at 0x7f8af0dbb270, file "f.py", line 119> LOAD_CONST 'APIServiceCondition.__key_warning' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _APIServiceCondition__key_warning LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getitem__ at 0x7f8af0dbba50, file "f.py", line 130> LOAD_CONST 'APIServiceCondition.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7f8af0dbb300, file "f.py", line 134> LOAD_CONST 'APIServiceCondition.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('last_transition_time', 'message', 'reason') BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('status', 'type', 'last_transition_time', 'message', 'reason') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a95c30300, file "f.py", line 138> LOAD_CONST 'APIServiceCondition.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7f8af0dbb540, file "f.py", line 164> LOAD_CONST 'APIServiceCondition.status' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type at 0x7f8a95c30a50, file "f.py", line 172> LOAD_CONST 'APIServiceCondition.type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'lastTransitionTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object last_transition_time at 0x7f8a95c30db0, file "f.py", line 180> LOAD_CONST 'APIServiceCondition.last_transition_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME last_transition_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object message at 0x7f8a95c30030, file "f.py", line 188> LOAD_CONST 'APIServiceCondition.message' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME message LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reason at 0x7f8a95c30d20, file "f.py", line 196> LOAD_CONST 'APIServiceCondition.reason' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME reason LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None STORE_FAST suggest LOAD_FAST key LOAD_CONST 'lastTransitionTime' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'last_transition_time' STORE_FAST suggest LOAD_FAST suggest POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST "Key '" LOAD_FAST key FORMAT_VALUE LOAD_CONST "' not found in APIServiceCondition. Access the value via the '" LOAD_FAST suggest FORMAT_VALUE LOAD_CONST "' property getter instead." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL APIServiceCondition LOAD_METHOD _APIServiceCondition__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __getitem__ LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_GLOBAL APIServiceCondition LOAD_METHOD _APIServiceCondition__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status' LOAD_FAST status CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'type' LOAD_FAST type CALL_METHOD POP_TOP LOAD_FAST last_transition_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'last_transition_time' LOAD_FAST last_transition_time CALL_METHOD POP_TOP LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'message' LOAD_FAST message CALL_METHOD POP_TOP LOAD_FAST reason LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'reason' LOAD_FAST reason CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'last_transition_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'message' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'reason' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceConditionPatch' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceCondition describes the state of an APIService at a particular point\n ' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST ('key',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __key_warning at 0x7f8a95c30810, file "f.py", line 211> LOAD_CONST 'APIServiceConditionPatch.__key_warning' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _APIServiceConditionPatch__key_warning LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getitem__ at 0x7f8a95c30540, file "f.py", line 222> LOAD_CONST 'APIServiceConditionPatch.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7f8a95c30390, file "f.py", line 226> LOAD_CONST 'APIServiceConditionPatch.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('last_transition_time', 'message', 'reason', 'status', 'type') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('last_transition_time', 'message', 'reason', 'status', 'type') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a95c30c90, file "f.py", line 230> LOAD_CONST 'APIServiceConditionPatch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'lastTransitionTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object last_transition_time at 0x7f8a95c304b0, file "f.py", line 258> LOAD_CONST 'APIServiceConditionPatch.last_transition_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME last_transition_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object message at 0x7f8a95c308a0, file "f.py", line 266> LOAD_CONST 'APIServiceConditionPatch.message' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME message LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reason at 0x7f8a95c30780, file "f.py", line 274> LOAD_CONST 'APIServiceConditionPatch.reason' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME reason LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7f8a95c30c00, file "f.py", line 282> LOAD_CONST 'APIServiceConditionPatch.status' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type at 0x7f8a95c30660, file "f.py", line 290> LOAD_CONST 'APIServiceConditionPatch.type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None STORE_FAST suggest LOAD_FAST key LOAD_CONST 'lastTransitionTime' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'last_transition_time' STORE_FAST suggest LOAD_FAST suggest POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST "Key '" LOAD_FAST key FORMAT_VALUE LOAD_CONST "' not found in APIServiceConditionPatch. Access the value via the '" LOAD_FAST suggest FORMAT_VALUE LOAD_CONST "' property getter instead." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL APIServiceConditionPatch LOAD_METHOD _APIServiceConditionPatch__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __getitem__ LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_GLOBAL APIServiceConditionPatch LOAD_METHOD _APIServiceConditionPatch__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_FAST last_transition_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'last_transition_time' LOAD_FAST last_transition_time CALL_METHOD POP_TOP LOAD_FAST message LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'message' LOAD_FAST message CALL_METHOD POP_TOP LOAD_FAST reason LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'reason' LOAD_FAST reason CALL_METHOD POP_TOP LOAD_FAST status LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status' LOAD_FAST status CALL_METHOD POP_TOP LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'type' LOAD_FAST type CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'last_transition_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'message' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'reason' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'type' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceSpec' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification.\n ' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST ('key',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __key_warning at 0x7f8a95c30ed0, file "f.py", line 305> LOAD_CONST 'APIServiceSpec.__key_warning' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _APIServiceSpec__key_warning LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getitem__ at 0x7f8a95c30e40, file "f.py", line 322> LOAD_CONST 'APIServiceSpec.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7f8a95c309c0, file "f.py", line 326> LOAD_CONST 'APIServiceSpec.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('ca_bundle', 'group', 'insecure_skip_tls_verify', 'version') BUILD_CONST_KEY_MAP LOAD_NAME int LOAD_CONST 'outputs.ServiceReference' LOAD_NAME int LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('group_priority_minimum', 'service', 'version_priority', 'ca_bundle', 'group', 'insecure_skip_tls_verify', 'version') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a95c30f60, file "f.py", line 330> LOAD_CONST 'APIServiceSpec.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'groupPriorityMinimum' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object group_priority_minimum at 0x7f8a95c30420, file "f.py", line 363> LOAD_CONST 'APIServiceSpec.group_priority_minimum' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME group_priority_minimum LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'outputs.ServiceReference' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service at 0x7f8a95c300c0, file "f.py", line 371> LOAD_CONST 'APIServiceSpec.service' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME service LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'versionPriority' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version_priority at 0x7f8aacb2cd20, file "f.py", line 379> LOAD_CONST 'APIServiceSpec.version_priority' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version_priority LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'caBundle' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ca_bundle at 0x7f8aacb2cf60, file "f.py", line 387> LOAD_CONST 'APIServiceSpec.ca_bundle' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME ca_bundle LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object group at 0x7f8aacb2c300, file "f.py", line 395> LOAD_CONST 'APIServiceSpec.group' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME group LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'insecureSkipTLSVerify' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object insecure_skip_tls_verify at 0x7f8aacb2ca50, file "f.py", line 403> LOAD_CONST 'APIServiceSpec.insecure_skip_tls_verify' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME insecure_skip_tls_verify LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7f8aacb2cb70, file "f.py", line 411> LOAD_CONST 'APIServiceSpec.version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None STORE_FAST suggest LOAD_FAST key LOAD_CONST 'groupPriorityMinimum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'group_priority_minimum' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'versionPriority' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'version_priority' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'caBundle' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'ca_bundle' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'insecureSkipTLSVerify' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'insecure_skip_tls_verify' STORE_FAST suggest LOAD_FAST suggest POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST "Key '" LOAD_FAST key FORMAT_VALUE LOAD_CONST "' not found in APIServiceSpec. Access the value via the '" LOAD_FAST suggest FORMAT_VALUE LOAD_CONST "' property getter instead." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL APIServiceSpec LOAD_METHOD _APIServiceSpec__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __getitem__ LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_GLOBAL APIServiceSpec LOAD_METHOD _APIServiceSpec__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'group_priority_minimum' LOAD_FAST group_priority_minimum CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'service' LOAD_FAST service CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version_priority' LOAD_FAST version_priority CALL_METHOD POP_TOP LOAD_FAST ca_bundle LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'ca_bundle' LOAD_FAST ca_bundle CALL_METHOD POP_TOP LOAD_FAST group LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'group' LOAD_FAST group CALL_METHOD POP_TOP LOAD_FAST insecure_skip_tls_verify LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'insecure_skip_tls_verify' LOAD_FAST insecure_skip_tls_verify CALL_METHOD POP_TOP LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version' LOAD_FAST version CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'group_priority_minimum' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'service' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version_priority' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'ca_bundle' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'group' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'insecure_skip_tls_verify' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceSpecPatch' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification.\n ' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_NAME str LOAD_CONST ('key',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __key_warning at 0x7f8aacb2c540, file "f.py", line 426> LOAD_CONST 'APIServiceSpecPatch.__key_warning' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _APIServiceSpecPatch__key_warning LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getitem__ at 0x7f8aacb2c4b0, file "f.py", line 443> LOAD_CONST 'APIServiceSpecPatch.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Any LOAD_CONST ('key', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7f8aacb2c270, file "f.py", line 447> LOAD_CONST 'APIServiceSpecPatch.get' MAKE_FUNCTION STORE_NAME get LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('ca_bundle', 'group', 'group_priority_minimum', 'insecure_skip_tls_verify', 'service', 'version', 'version_priority') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST 'outputs.ServiceReferencePatch' BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('ca_bundle', 'group', 'group_priority_minimum', 'insecure_skip_tls_verify', 'service', 'version', 'version_priority') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8aacb2c0c0, file "f.py", line 451> LOAD_CONST 'APIServiceSpecPatch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'caBundle' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ca_bundle at 0x7f8aacb2c8a0, file "f.py", line 487> LOAD_CONST 'APIServiceSpecPatch.ca_bundle' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME ca_bundle LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object group at 0x7f8aacb2c1e0, file "f.py", line 495> LOAD_CONST 'APIServiceSpecPatch.group' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME group LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'groupPriorityMinimum' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object group_priority_minimum at 0x7f8aacb2c030, file "f.py", line 503> LOAD_CONST 'APIServiceSpecPatch.group_priority_minimum' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME group_priority_minimum LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'insecureSkipTLSVerify' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object insecure_skip_tls_verify at 0x7f8aacb2ced0, file "f.py", line 511> LOAD_CONST 'APIServiceSpecPatch.insecure_skip_tls_verify' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME insecure_skip_tls_verify LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_CONST 'outputs.ServiceReferencePatch' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object service at 0x7f8aacb2cc00, file "f.py", line 519> LOAD_CONST 'APIServiceSpecPatch.service' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME service LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7f8aacb2c780, file "f.py", line 527> LOAD_CONST 'APIServiceSpecPatch.version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'versionPriority' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version_priority at 0x7f8aacb2cc90, file "f.py", line 535> LOAD_CONST 'APIServiceSpecPatch.version_priority' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version_priority LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None STORE_FAST suggest LOAD_FAST key LOAD_CONST 'caBundle' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'ca_bundle' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'groupPriorityMinimum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'group_priority_minimum' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'insecureSkipTLSVerify' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'insecure_skip_tls_verify' STORE_FAST suggest JUMP_FORWARD to 58 LOAD_FAST key LOAD_CONST 'versionPriority' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'version_priority' STORE_FAST suggest LOAD_FAST suggest POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST "Key '" LOAD_FAST key FORMAT_VALUE LOAD_CONST "' not found in APIServiceSpecPatch. Access the value via the '" LOAD_FAST suggest FORMAT_VALUE LOAD_CONST "' property getter instead." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL APIServiceSpecPatch LOAD_METHOD _APIServiceSpecPatch__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __getitem__ LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_GLOBAL APIServiceSpecPatch LOAD_METHOD _APIServiceSpecPatch__key_warning LOAD_FAST key CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_FAST ca_bundle LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'ca_bundle' LOAD_FAST ca_bundle CALL_METHOD POP_TOP LOAD_FAST group LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'group' LOAD_FAST group CALL_METHOD POP_TOP LOAD_FAST group_priority_minimum LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'group_priority_minimum' LOAD_FAST group_priority_minimum CALL_METHOD POP_TOP LOAD_FAST insecure_skip_tls_verify LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'insecure_skip_tls_verify' LOAD_FAST insecure_skip_tls_verify CALL_METHOD POP_TOP LOAD_FAST service LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'service' LOAD_FAST service CALL_METHOD POP_TOP LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version' LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST version_priority LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version_priority' LOAD_FAST version_priority CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'ca_bundle' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'group' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'group_priority_minimum' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'insecure_skip_tls_verify' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'service' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version_priority' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceStatus' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceStatus contains derived information about an API server\n ' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST ('conditions',) BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Sequence LOAD_CONST 'outputs.APIServiceCondition' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('conditions',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8aacb2ce40, file "f.py", line 550> LOAD_CONST 'APIServiceStatus.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME Sequence LOAD_CONST 'outputs.APIServiceCondition' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object conditions at 0x7f8aacb2c810, file "f.py", line 562> LOAD_CONST 'APIServiceStatus.conditions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME conditions LOAD_CONST None RETURN_VALUE LOAD_FAST conditions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'conditions' LOAD_FAST conditions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'conditions' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'APIServiceStatusPatch' STORE_NAME __qualname__ LOAD_CONST '\n APIServiceStatus contains derived information about an API server\n ' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST ('conditions',) BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Sequence LOAD_CONST 'outputs.APIServiceConditionPatch' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('conditions',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8aefa245d0, file "f.py", line 577> LOAD_CONST 'APIServiceStatusPatch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME Sequence LOAD_CONST 'outputs.APIServiceConditionPatch' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object conditions at 0x7f8aefa24f60, file "f.py", line 589> LOAD_CONST 'APIServiceStatusPatch.conditions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME conditions LOAD_CONST None RETURN_VALUE LOAD_FAST conditions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'conditions' LOAD_FAST conditions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'conditions' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceReference' STORE_NAME __qualname__ LOAD_CONST '\n ServiceReference holds a reference to Service.legacy.k8s.io\n ' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('name', 'namespace', 'port') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('name', 'namespace', 'port') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8aefa241e0, file "f.py", line 604> LOAD_CONST 'ServiceReference.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7f8aefa24390, file "f.py", line 624> LOAD_CONST 'ServiceReference.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object namespace at 0x7f8aefa246f0, file "f.py", line 632> LOAD_CONST 'ServiceReference.namespace' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME namespace LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object port at 0x7f8aefa24c90, file "f.py", line 640> LOAD_CONST 'ServiceReference.port' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME port LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'namespace' LOAD_FAST namespace CALL_METHOD POP_TOP LOAD_FAST port LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'port' LOAD_FAST port CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'namespace' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'port' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceReferencePatch' STORE_NAME __qualname__ LOAD_CONST '\n ServiceReference holds a reference to Service.legacy.k8s.io\n ' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('name', 'namespace', 'port') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('name', 'namespace', 'port') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8aefa240c0, file "f.py", line 655> LOAD_CONST 'ServiceReferencePatch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7f8aefa24810, file "f.py", line 675> LOAD_CONST 'ServiceReferencePatch.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object namespace at 0x7f8aefa24d20, file "f.py", line 683> LOAD_CONST 'ServiceReferencePatch.namespace' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME namespace LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object port at 0x7f8aefa249c0, file "f.py", line 691> LOAD_CONST 'ServiceReferencePatch.port' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME port LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST namespace LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'namespace' LOAD_FAST namespace CALL_METHOD POP_TOP LOAD_FAST port LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'port' LOAD_FAST port CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'namespace' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'port' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from . import outputs from ... import meta as _meta __all__ = [ "APIService", "APIServiceCondition", "APIServiceConditionPatch", "APIServiceSpec", "APIServiceSpecPatch", "APIServiceStatus", "APIServiceStatusPatch", "ServiceReference", "ServiceReferencePatch", ] @pulumi.output_type class APIService(dict): """ APIService represents a server for a particular GroupVersion. Name must be "version.group". """ @staticmethod def __key_warning(key: str): suggest = None if key == "apiVersion": suggest = "api_version" if suggest: pulumi.log.warn( f"Key '{key}' not found in APIService. Access the value via the '{suggest}' property getter instead." ) def __getitem__(self, key: str) -> Any: APIService.__key_warning(key) return super().__getitem__(key) def get(self, key: str, default=None) -> Any: APIService.__key_warning(key) return super().get(key, default) def __init__( __self__, *, api_version: Optional[str] = None, kind: Optional[str] = None, metadata: Optional["_meta.v1.outputs.ObjectMeta"] = None, spec: Optional["outputs.APIServiceSpec"] = None, status: Optional["outputs.APIServiceStatus"] = None, ): """ APIService represents a server for a particular GroupVersion. Name must be "version.group". :param str api_version: APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources :param str kind: Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds :param 'APIServiceSpecArgs' spec: Spec contains information for locating and communicating with a server :param 'APIServiceStatusArgs' status: Status contains derived information about an API server """ if api_version is not None: pulumi.set(__self__, "api_version", "apiregistration.k8s.io/v1beta1") if kind is not None: pulumi.set(__self__, "kind", "APIService") if metadata is not None: pulumi.set(__self__, "metadata", metadata) if spec is not None: pulumi.set(__self__, "spec", spec) if status is not None: pulumi.set(__self__, "status", status) @property @pulumi.getter(name="apiVersion") def api_version(self) -> Optional[str]: """ APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources """ return pulumi.get(self, "api_version") @property @pulumi.getter def kind(self) -> Optional[str]: """ Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds """ return pulumi.get(self, "kind") @property @pulumi.getter def metadata(self) -> Optional["_meta.v1.outputs.ObjectMeta"]: return pulumi.get(self, "metadata") @property @pulumi.getter def spec(self) -> Optional["outputs.APIServiceSpec"]: """ Spec contains information for locating and communicating with a server """ return pulumi.get(self, "spec") @property @pulumi.getter def status(self) -> Optional["outputs.APIServiceStatus"]: """ Status contains derived information about an API server """ return pulumi.get(self, "status") @pulumi.output_type class APIServiceCondition(dict): """ APIServiceCondition describes the state of an APIService at a particular point """ @staticmethod def __key_warning(key: str): suggest = None if key == "lastTransitionTime": suggest = "last_transition_time" if suggest: pulumi.log.warn( f"Key '{key}' not found in APIServiceCondition. Access the value via the '{suggest}' property getter instead." ) def __getitem__(self, key: str) -> Any: APIServiceCondition.__key_warning(key) return super().__getitem__(key) def get(self, key: str, default=None) -> Any: APIServiceCondition.__key_warning(key) return super().get(key, default) def __init__( __self__, *, status: str, type: str, last_transition_time: Optional[str] = None, message: Optional[str] = None, reason: Optional[str] = None, ): """ APIServiceCondition describes the state of an APIService at a particular point :param str status: Status is the status of the condition. Can be True, False, Unknown. :param str type: Type is the type of the condition. :param str last_transition_time: Last time the condition transitioned from one status to another. :param str message: Human-readable message indicating details about last transition. :param str reason: Unique, one-word, CamelCase reason for the condition's last transition. """ pulumi.set(__self__, "status", status) pulumi.set(__self__, "type", type) if last_transition_time is not None: pulumi.set(__self__, "last_transition_time", last_transition_time) if message is not None: pulumi.set(__self__, "message", message) if reason is not None: pulumi.set(__self__, "reason", reason) @property @pulumi.getter def status(self) -> str: """ Status is the status of the condition. Can be True, False, Unknown. """ return pulumi.get(self, "status") @property @pulumi.getter def type(self) -> str: """ Type is the type of the condition. """ return pulumi.get(self, "type") @property @pulumi.getter(name="lastTransitionTime") def last_transition_time(self) -> Optional[str]: """ Last time the condition transitioned from one status to another. """ return pulumi.get(self, "last_transition_time") @property @pulumi.getter def message(self) -> Optional[str]: """ Human-readable message indicating details about last transition. """ return pulumi.get(self, "message") @property @pulumi.getter def reason(self) -> Optional[str]: """ Unique, one-word, CamelCase reason for the condition's last transition. """ return pulumi.get(self, "reason") @pulumi.output_type class APIServiceConditionPatch(dict): """ APIServiceCondition describes the state of an APIService at a particular point """ @staticmethod def __key_warning(key: str): suggest = None if key == "lastTransitionTime": suggest = "last_transition_time" if suggest: pulumi.log.warn( f"Key '{key}' not found in APIServiceConditionPatch. Access the value via the '{suggest}' property getter instead." ) def __getitem__(self, key: str) -> Any: APIServiceConditionPatch.__key_warning(key) return super().__getitem__(key) def get(self, key: str, default=None) -> Any: APIServiceConditionPatch.__key_warning(key) return super().get(key, default) def __init__( __self__, *, last_transition_time: Optional[str] = None, message: Optional[str] = None, reason: Optional[str] = None, status: Optional[str] = None, type: Optional[str] = None, ): """ APIServiceCondition describes the state of an APIService at a particular point :param str last_transition_time: Last time the condition transitioned from one status to another. :param str message: Human-readable message indicating details about last transition. :param str reason: Unique, one-word, CamelCase reason for the condition's last transition. :param str status: Status is the status of the condition. Can be True, False, Unknown. :param str type: Type is the type of the condition. """ if last_transition_time is not None: pulumi.set(__self__, "last_transition_time", last_transition_time) if message is not None: pulumi.set(__self__, "message", message) if reason is not None: pulumi.set(__self__, "reason", reason) if status is not None: pulumi.set(__self__, "status", status) if type is not None: pulumi.set(__self__, "type", type) @property @pulumi.getter(name="lastTransitionTime") def last_transition_time(self) -> Optional[str]: """ Last time the condition transitioned from one status to another. """ return pulumi.get(self, "last_transition_time") @property @pulumi.getter def message(self) -> Optional[str]: """ Human-readable message indicating details about last transition. """ return pulumi.get(self, "message") @property @pulumi.getter def reason(self) -> Optional[str]: """ Unique, one-word, CamelCase reason for the condition's last transition. """ return pulumi.get(self, "reason") @property @pulumi.getter def status(self) -> Optional[str]: """ Status is the status of the condition. Can be True, False, Unknown. """ return pulumi.get(self, "status") @property @pulumi.getter def type(self) -> Optional[str]: """ Type is the type of the condition. """ return pulumi.get(self, "type") @pulumi.output_type class APIServiceSpec(dict): """ APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification. """ @staticmethod def __key_warning(key: str): suggest = None if key == "groupPriorityMinimum": suggest = "group_priority_minimum" elif key == "versionPriority": suggest = "version_priority" elif key == "caBundle": suggest = "ca_bundle" elif key == "insecureSkipTLSVerify": suggest = "insecure_skip_tls_verify" if suggest: pulumi.log.warn( f"Key '{key}' not found in APIServiceSpec. Access the value via the '{suggest}' property getter instead." ) def __getitem__(self, key: str) -> Any: APIServiceSpec.__key_warning(key) return super().__getitem__(key) def get(self, key: str, default=None) -> Any: APIServiceSpec.__key_warning(key) return super().get(key, default) def __init__( __self__, *, group_priority_minimum: int, service: "outputs.ServiceReference", version_priority: int, ca_bundle: Optional[str] = None, group: Optional[str] = None, insecure_skip_tls_verify: Optional[bool] = None, version: Optional[str] = None, ): """ APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification. :param int group_priority_minimum: GroupPriorityMininum is the priority this group should have at least. Higher priority means that the group is preferred by clients over lower priority ones. Note that other versions of this group might specify even higher GroupPriorityMininum values such that the whole group gets a higher priority. The primary sort is based on GroupPriorityMinimum, ordered highest number to lowest (20 before 10). The secondary sort is based on the alphabetical comparison of the name of the object. (v1.bar before v1.foo) We'd recommend something like: *.k8s.io (except extensions) at 18000 and PaaSes (OpenShift, Deis) are recommended to be in the 2000s :param 'ServiceReferenceArgs' service: Service is a reference to the service for this API server. It must communicate on port 443 If the Service is nil, that means the handling for the API groupversion is handled locally on this server. The call will simply delegate to the normal handler chain to be fulfilled. :param int version_priority: VersionPriority controls the ordering of this API version inside of its group. Must be greater than zero. The primary sort is based on VersionPriority, ordered highest to lowest (20 before 10). Since it's inside of a group, the number can be small, probably in the 10s. In case of equal version priorities, the version string will be used to compute the order inside a group. If the version string is "kube-like", it will sort above non "kube-like" version strings, which are ordered lexicographically. "Kube-like" versions start with a "v", then are followed by a number (the major version), then optionally the string "alpha" or "beta" and another number (the minor version). These are sorted first by GA > beta > alpha (where GA is a version with no suffix such as beta or alpha), and then by comparing major version, then minor version. An example sorted list of versions: v10, v2, v1, v11beta2, v10beta3, v3beta1, v12alpha1, v11alpha2, foo1, foo10. :param str ca_bundle: CABundle is a PEM encoded CA bundle which will be used to validate an API server's serving certificate. If unspecified, system trust roots on the apiserver are used. :param str group: Group is the API group name this server hosts :param bool insecure_skip_tls_verify: InsecureSkipTLSVerify disables TLS certificate verification when communicating with this server. This is strongly discouraged. You should use the CABundle instead. :param str version: Version is the API version this server hosts. For example, "v1" """ pulumi.set(__self__, "group_priority_minimum", group_priority_minimum) pulumi.set(__self__, "service", service) pulumi.set(__self__, "version_priority", version_priority) if ca_bundle is not None: pulumi.set(__self__, "ca_bundle", ca_bundle) if group is not None: pulumi.set(__self__, "group", group) if insecure_skip_tls_verify is not None: pulumi.set(__self__, "insecure_skip_tls_verify", insecure_skip_tls_verify) if version is not None: pulumi.set(__self__, "version", version) @property @pulumi.getter(name="groupPriorityMinimum") def group_priority_minimum(self) -> int: """ GroupPriorityMininum is the priority this group should have at least. Higher priority means that the group is preferred by clients over lower priority ones. Note that other versions of this group might specify even higher GroupPriorityMininum values such that the whole group gets a higher priority. The primary sort is based on GroupPriorityMinimum, ordered highest number to lowest (20 before 10). The secondary sort is based on the alphabetical comparison of the name of the object. (v1.bar before v1.foo) We'd recommend something like: *.k8s.io (except extensions) at 18000 and PaaSes (OpenShift, Deis) are recommended to be in the 2000s """ return pulumi.get(self, "group_priority_minimum") @property @pulumi.getter def service(self) -> "outputs.ServiceReference": """ Service is a reference to the service for this API server. It must communicate on port 443 If the Service is nil, that means the handling for the API groupversion is handled locally on this server. The call will simply delegate to the normal handler chain to be fulfilled. """ return pulumi.get(self, "service") @property @pulumi.getter(name="versionPriority") def version_priority(self) -> int: """ VersionPriority controls the ordering of this API version inside of its group. Must be greater than zero. The primary sort is based on VersionPriority, ordered highest to lowest (20 before 10). Since it's inside of a group, the number can be small, probably in the 10s. In case of equal version priorities, the version string will be used to compute the order inside a group. If the version string is "kube-like", it will sort above non "kube-like" version strings, which are ordered lexicographically. "Kube-like" versions start with a "v", then are followed by a number (the major version), then optionally the string "alpha" or "beta" and another number (the minor version). These are sorted first by GA > beta > alpha (where GA is a version with no suffix such as beta or alpha), and then by comparing major version, then minor version. An example sorted list of versions: v10, v2, v1, v11beta2, v10beta3, v3beta1, v12alpha1, v11alpha2, foo1, foo10. """ return pulumi.get(self, "version_priority") @property @pulumi.getter(name="caBundle") def ca_bundle(self) -> Optional[str]: """ CABundle is a PEM encoded CA bundle which will be used to validate an API server's serving certificate. If unspecified, system trust roots on the apiserver are used. """ return pulumi.get(self, "ca_bundle") @property @pulumi.getter def group(self) -> Optional[str]: """ Group is the API group name this server hosts """ return pulumi.get(self, "group") @property @pulumi.getter(name="insecureSkipTLSVerify") def insecure_skip_tls_verify(self) -> Optional[bool]: """ InsecureSkipTLSVerify disables TLS certificate verification when communicating with this server. This is strongly discouraged. You should use the CABundle instead. """ return pulumi.get(self, "insecure_skip_tls_verify") @property @pulumi.getter def version(self) -> Optional[str]: """ Version is the API version this server hosts. For example, "v1" """ return pulumi.get(self, "version") @pulumi.output_type class APIServiceSpecPatch(dict): """ APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification. """ @staticmethod def __key_warning(key: str): suggest = None if key == "caBundle": suggest = "ca_bundle" elif key == "groupPriorityMinimum": suggest = "group_priority_minimum" elif key == "insecureSkipTLSVerify": suggest = "insecure_skip_tls_verify" elif key == "versionPriority": suggest = "version_priority" if suggest: pulumi.log.warn( f"Key '{key}' not found in APIServiceSpecPatch. Access the value via the '{suggest}' property getter instead." ) def __getitem__(self, key: str) -> Any: APIServiceSpecPatch.__key_warning(key) return super().__getitem__(key) def get(self, key: str, default=None) -> Any: APIServiceSpecPatch.__key_warning(key) return super().get(key, default) def __init__( __self__, *, ca_bundle: Optional[str] = None, group: Optional[str] = None, group_priority_minimum: Optional[int] = None, insecure_skip_tls_verify: Optional[bool] = None, service: Optional["outputs.ServiceReferencePatch"] = None, version: Optional[str] = None, version_priority: Optional[int] = None, ): """ APIServiceSpec contains information for locating and communicating with a server. Only https is supported, though you are able to disable certificate verification. :param str ca_bundle: CABundle is a PEM encoded CA bundle which will be used to validate an API server's serving certificate. If unspecified, system trust roots on the apiserver are used. :param str group: Group is the API group name this server hosts :param int group_priority_minimum: GroupPriorityMininum is the priority this group should have at least. Higher priority means that the group is preferred by clients over lower priority ones. Note that other versions of this group might specify even higher GroupPriorityMininum values such that the whole group gets a higher priority. The primary sort is based on GroupPriorityMinimum, ordered highest number to lowest (20 before 10). The secondary sort is based on the alphabetical comparison of the name of the object. (v1.bar before v1.foo) We'd recommend something like: *.k8s.io (except extensions) at 18000 and PaaSes (OpenShift, Deis) are recommended to be in the 2000s :param bool insecure_skip_tls_verify: InsecureSkipTLSVerify disables TLS certificate verification when communicating with this server. This is strongly discouraged. You should use the CABundle instead. :param 'ServiceReferencePatchArgs' service: Service is a reference to the service for this API server. It must communicate on port 443 If the Service is nil, that means the handling for the API groupversion is handled locally on this server. The call will simply delegate to the normal handler chain to be fulfilled. :param str version: Version is the API version this server hosts. For example, "v1" :param int version_priority: VersionPriority controls the ordering of this API version inside of its group. Must be greater than zero. The primary sort is based on VersionPriority, ordered highest to lowest (20 before 10). Since it's inside of a group, the number can be small, probably in the 10s. In case of equal version priorities, the version string will be used to compute the order inside a group. If the version string is "kube-like", it will sort above non "kube-like" version strings, which are ordered lexicographically. "Kube-like" versions start with a "v", then are followed by a number (the major version), then optionally the string "alpha" or "beta" and another number (the minor version). These are sorted first by GA > beta > alpha (where GA is a version with no suffix such as beta or alpha), and then by comparing major version, then minor version. An example sorted list of versions: v10, v2, v1, v11beta2, v10beta3, v3beta1, v12alpha1, v11alpha2, foo1, foo10. """ if ca_bundle is not None: pulumi.set(__self__, "ca_bundle", ca_bundle) if group is not None: pulumi.set(__self__, "group", group) if group_priority_minimum is not None: pulumi.set(__self__, "group_priority_minimum", group_priority_minimum) if insecure_skip_tls_verify is not None: pulumi.set(__self__, "insecure_skip_tls_verify", insecure_skip_tls_verify) if service is not None: pulumi.set(__self__, "service", service) if version is not None: pulumi.set(__self__, "version", version) if version_priority is not None: pulumi.set(__self__, "version_priority", version_priority) @property @pulumi.getter(name="caBundle") def ca_bundle(self) -> Optional[str]: """ CABundle is a PEM encoded CA bundle which will be used to validate an API server's serving certificate. If unspecified, system trust roots on the apiserver are used. """ return pulumi.get(self, "ca_bundle") @property @pulumi.getter def group(self) -> Optional[str]: """ Group is the API group name this server hosts """ return pulumi.get(self, "group") @property @pulumi.getter(name="groupPriorityMinimum") def group_priority_minimum(self) -> Optional[int]: """ GroupPriorityMininum is the priority this group should have at least. Higher priority means that the group is preferred by clients over lower priority ones. Note that other versions of this group might specify even higher GroupPriorityMininum values such that the whole group gets a higher priority. The primary sort is based on GroupPriorityMinimum, ordered highest number to lowest (20 before 10). The secondary sort is based on the alphabetical comparison of the name of the object. (v1.bar before v1.foo) We'd recommend something like: *.k8s.io (except extensions) at 18000 and PaaSes (OpenShift, Deis) are recommended to be in the 2000s """ return pulumi.get(self, "group_priority_minimum") @property @pulumi.getter(name="insecureSkipTLSVerify") def insecure_skip_tls_verify(self) -> Optional[bool]: """ InsecureSkipTLSVerify disables TLS certificate verification when communicating with this server. This is strongly discouraged. You should use the CABundle instead. """ return pulumi.get(self, "insecure_skip_tls_verify") @property @pulumi.getter def service(self) -> Optional["outputs.ServiceReferencePatch"]: """ Service is a reference to the service for this API server. It must communicate on port 443 If the Service is nil, that means the handling for the API groupversion is handled locally on this server. The call will simply delegate to the normal handler chain to be fulfilled. """ return pulumi.get(self, "service") @property @pulumi.getter def version(self) -> Optional[str]: """ Version is the API version this server hosts. For example, "v1" """ return pulumi.get(self, "version") @property @pulumi.getter(name="versionPriority") def version_priority(self) -> Optional[int]: """ VersionPriority controls the ordering of this API version inside of its group. Must be greater than zero. The primary sort is based on VersionPriority, ordered highest to lowest (20 before 10). Since it's inside of a group, the number can be small, probably in the 10s. In case of equal version priorities, the version string will be used to compute the order inside a group. If the version string is "kube-like", it will sort above non "kube-like" version strings, which are ordered lexicographically. "Kube-like" versions start with a "v", then are followed by a number (the major version), then optionally the string "alpha" or "beta" and another number (the minor version). These are sorted first by GA > beta > alpha (where GA is a version with no suffix such as beta or alpha), and then by comparing major version, then minor version. An example sorted list of versions: v10, v2, v1, v11beta2, v10beta3, v3beta1, v12alpha1, v11alpha2, foo1, foo10. """ return pulumi.get(self, "version_priority") @pulumi.output_type class APIServiceStatus(dict): """ APIServiceStatus contains derived information about an API server """ def __init__( __self__, *, conditions: Optional[Sequence["outputs.APIServiceCondition"]] = None, ): """ APIServiceStatus contains derived information about an API server :param Sequence['APIServiceConditionArgs'] conditions: Current service state of apiService. """ if conditions is not None: pulumi.set(__self__, "conditions", conditions) @property @pulumi.getter def conditions(self) -> Optional[Sequence["outputs.APIServiceCondition"]]: """ Current service state of apiService. """ return pulumi.get(self, "conditions") @pulumi.output_type class APIServiceStatusPatch(dict): """ APIServiceStatus contains derived information about an API server """ def __init__( __self__, *, conditions: Optional[Sequence["outputs.APIServiceConditionPatch"]] = None, ): """ APIServiceStatus contains derived information about an API server :param Sequence['APIServiceConditionPatchArgs'] conditions: Current service state of apiService. """ if conditions is not None: pulumi.set(__self__, "conditions", conditions) @property @pulumi.getter def conditions(self) -> Optional[Sequence["outputs.APIServiceConditionPatch"]]: """ Current service state of apiService. """ return pulumi.get(self, "conditions") @pulumi.output_type class ServiceReference(dict): """ ServiceReference holds a reference to Service.legacy.k8s.io """ def __init__( __self__, *, name: Optional[str] = None, namespace: Optional[str] = None, port: Optional[int] = None, ): """ ServiceReference holds a reference to Service.legacy.k8s.io :param str name: Name is the name of the service :param str namespace: Namespace is the namespace of the service :param int port: If specified, the port on the service that hosting webhook. Default to 443 for backward compatibility. `port` should be a valid port number (1-65535, inclusive). """ if name is not None: pulumi.set(__self__, "name", name) if namespace is not None: pulumi.set(__self__, "namespace", namespace) if port is not None: pulumi.set(__self__, "port", port) @property @pulumi.getter def name(self) -> Optional[str]: """ Name is the name of the service """ return pulumi.get(self, "name") @property @pulumi.getter def namespace(self) -> Optional[str]: """ Namespace is the namespace of the service """ return pulumi.get(self, "namespace") @property @pulumi.getter def port(self) -> Optional[int]: """ If specified, the port on the service that hosting webhook. Default to 443 for backward compatibility. `port` should be a valid port number (1-65535, inclusive). """ return pulumi.get(self, "port") @pulumi.output_type class ServiceReferencePatch(dict): """ ServiceReference holds a reference to Service.legacy.k8s.io """ def __init__( __self__, *, name: Optional[str] = None, namespace: Optional[str] = None, port: Optional[int] = None, ): """ ServiceReference holds a reference to Service.legacy.k8s.io :param str name: Name is the name of the service :param str namespace: Namespace is the namespace of the service :param int port: If specified, the port on the service that hosting webhook. Default to 443 for backward compatibility. `port` should be a valid port number (1-65535, inclusive). """ if name is not None: pulumi.set(__self__, "name", name) if namespace is not None: pulumi.set(__self__, "namespace", namespace) if port is not None: pulumi.set(__self__, "port", port) @property @pulumi.getter def name(self) -> Optional[str]: """ Name is the name of the service """ return pulumi.get(self, "name") @property @pulumi.getter def namespace(self) -> Optional[str]: """ Namespace is the namespace of the service """ return pulumi.get(self, "namespace") @property @pulumi.getter def port(self) -> Optional[int]: """ If specified, the port on the service that hosting webhook. Default to 443 for backward compatibility. `port` should be a valid port number (1-65535, inclusive). """ return pulumi.get(self, "port")
data/pulumi_kubernetes-4.7.1/pulumi_kubernetes/apiregistration/v1beta1/outputs.py
11,275
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME argparse STORE_NAME argparse LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('getpass',) IMPORT_NAME getpass IMPORT_FROM getpass STORE_NAME getpass POP_TOP LOAD_CONST 0 LOAD_CONST ('version',) IMPORT_NAME impacket IMPORT_FROM version STORE_NAME version POP_TOP LOAD_CONST 0 LOAD_CONST ('transport', 'samr', 'epm') IMPORT_NAME impacket.dcerpc.v5 IMPORT_FROM transport STORE_NAME transport IMPORT_FROM samr STORE_NAME samr IMPORT_FROM epm STORE_NAME epm POP_TOP LOAD_CONST 0 LOAD_CONST ('kpasswd',) IMPORT_NAME impacket.krb5 IMPORT_FROM kpasswd STORE_NAME kpasswd POP_TOP LOAD_CONST 0 LOAD_CONST ('ldap', 'ldapasn1') IMPORT_NAME impacket.ldap IMPORT_FROM ldap STORE_NAME ldap IMPORT_FROM ldapasn1 STORE_NAME ldapasn1 POP_TOP LOAD_CONST 0 LOAD_CONST ('logger',) IMPORT_NAME impacket.examples IMPORT_FROM logger STORE_NAME logger POP_TOP LOAD_CONST 0 LOAD_CONST ('parse_target',) IMPORT_NAME impacket.examples.utils IMPORT_FROM parse_target STORE_NAME parse_target POP_TOP LOAD_CONST 'aad3b435b51404eeaad3b435b51404ee' STORE_NAME EMPTY_LM_HASH LOAD_BUILD_CLASS LOAD_CONST <code object PasswordHandler at 0x7fab41668150, file "f.py", line 19> LOAD_CONST 'PasswordHandler' MAKE_FUNCTION LOAD_CONST 'PasswordHandler' CALL_FUNCTION STORE_NAME PasswordHandler LOAD_BUILD_CLASS LOAD_CONST <code object KPassword at 0x7fab41668270, file "f.py", line 160> LOAD_CONST 'KPassword' MAKE_FUNCTION LOAD_CONST 'KPassword' LOAD_NAME PasswordHandler CALL_FUNCTION STORE_NAME KPassword LOAD_BUILD_CLASS LOAD_CONST <code object SamrPassword at 0x7faab836d270, file "f.py", line 244> LOAD_CONST 'SamrPassword' MAKE_FUNCTION LOAD_CONST 'SamrPassword' LOAD_NAME PasswordHandler CALL_FUNCTION STORE_NAME SamrPassword LOAD_BUILD_CLASS LOAD_CONST <code object RpcPassword at 0x7faab836d420, file "f.py", line 548> LOAD_CONST 'RpcPassword' MAKE_FUNCTION LOAD_CONST 'RpcPassword' LOAD_NAME SamrPassword CALL_FUNCTION STORE_NAME RpcPassword LOAD_BUILD_CLASS LOAD_CONST <code object SmbPassword at 0x7faab836d930, file "f.py", line 594> LOAD_CONST 'SmbPassword' MAKE_FUNCTION LOAD_CONST 'SmbPassword' LOAD_NAME SamrPassword CALL_FUNCTION STORE_NAME SmbPassword LOAD_BUILD_CLASS LOAD_CONST <code object LdapPassword at 0x7faab836d390, file "f.py", line 599> LOAD_CONST 'LdapPassword' MAKE_FUNCTION LOAD_CONST 'LdapPassword' LOAD_NAME PasswordHandler CALL_FUNCTION STORE_NAME LdapPassword LOAD_CONST <code object init_logger at 0x7faab836dae0, file "f.py", line 777> LOAD_CONST 'init_logger' MAKE_FUNCTION STORE_NAME init_logger LOAD_CONST <code object parse_args at 0x7faab836dd20, file "f.py", line 786> LOAD_CONST 'parse_args' MAKE_FUNCTION STORE_NAME parse_args LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME print LOAD_NAME version LOAD_ATTR BANNER CALL_FUNCTION POP_TOP LOAD_NAME parse_args CALL_FUNCTION STORE_NAME options LOAD_NAME init_logger LOAD_NAME options CALL_FUNCTION POP_TOP LOAD_NAME KPassword LOAD_NAME RpcPassword LOAD_NAME SmbPassword LOAD_NAME LdapPassword LOAD_CONST ('kpasswd', 'rpc-samr', 'smb-samr', 'ldap') BUILD_CONST_KEY_MAP STORE_NAME handlers SETUP_EXCEPT to 298 LOAD_NAME handlers LOAD_NAME options LOAD_ATTR protocol BINARY_SUBSCR STORE_NAME PasswordProtocol POP_BLOCK JUMP_FORWARD to 348 DUP_TOP LOAD_NAME KeyError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME logging LOAD_METHOD critical LOAD_CONST 'Unsupported password protocol ' LOAD_NAME options LOAD_ATTR protocol FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 348 END_FINALLY LOAD_NAME parse_target LOAD_NAME options LOAD_ATTR target CALL_FUNCTION UNPACK_SEQUENCE STORE_NAME targetDomain STORE_NAME targetUsername STORE_NAME oldPassword STORE_NAME address LOAD_NAME targetDomain EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_NAME options LOAD_ATTR protocol LOAD_CONST ('rpc-samr', 'smb-samr') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Builtin' STORE_NAME targetDomain JUMP_FORWARD to 394 LOAD_NAME address STORE_NAME targetDomain LOAD_NAME options LOAD_ATTR hashes LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 428 LOAD_NAME options LOAD_ATTR hashes LOAD_METHOD split LOAD_CONST ':' CALL_METHOD UNPACK_SEQUENCE STORE_NAME oldPwdHashLM STORE_NAME oldPwdHashNT POP_BLOCK JUMP_FORWARD to 460 DUP_TOP LOAD_NAME ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME EMPTY_LM_HASH STORE_NAME oldPwdHashLM LOAD_NAME options LOAD_ATTR hashes STORE_NAME oldPwdHashNT POP_EXCEPT JUMP_FORWARD to 460 END_FINALLY JUMP_FORWARD to 470 LOAD_CONST '' STORE_NAME oldPwdHashLM LOAD_CONST '' STORE_NAME oldPwdHashNT LOAD_NAME oldPassword LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME oldPwdHashNT LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR reset EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_FORWARD to 528 LOAD_NAME options LOAD_ATTR no_pass EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD info LOAD_CONST 'Current password not given: will use KRB5CCNAME' CALL_METHOD POP_TOP JUMP_FORWARD to 528 LOAD_NAME getpass LOAD_CONST 'Current password: ' CALL_FUNCTION STORE_NAME oldPassword LOAD_NAME options LOAD_ATTR newhashes LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' STORE_NAME newPassword SETUP_EXCEPT to 576 LOAD_NAME options LOAD_ATTR newhashes LOAD_METHOD split LOAD_CONST ':' CALL_METHOD UNPACK_SEQUENCE STORE_NAME newPwdHashLM STORE_NAME newPwdHashNT LOAD_NAME newPwdHashLM EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_NAME EMPTY_LM_HASH STORE_NAME newPwdHashLM POP_BLOCK JUMP_FORWARD to 608 DUP_TOP LOAD_NAME ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME EMPTY_LM_HASH STORE_NAME newPwdHashLM LOAD_NAME options LOAD_ATTR newhashes STORE_NAME newPwdHashNT POP_EXCEPT JUMP_FORWARD to 608 END_FINALLY JUMP_FORWARD to 680 LOAD_CONST '' STORE_NAME newPwdHashLM LOAD_CONST '' STORE_NAME newPwdHashNT LOAD_NAME options LOAD_ATTR newpass LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME getpass LOAD_CONST 'New password: ' CALL_FUNCTION STORE_NAME newPassword LOAD_NAME newPassword LOAD_NAME getpass LOAD_CONST 'Retype new password: ' CALL_FUNCTION COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD critical LOAD_CONST 'Passwords do not match, try again.' CALL_METHOD POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_FORWARD to 680 LOAD_NAME options LOAD_ATTR newpass STORE_NAME newPassword LOAD_NAME options LOAD_ATTR altuser LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 714 LOAD_NAME options LOAD_ATTR altuser LOAD_METHOD split LOAD_CONST '/' CALL_METHOD UNPACK_SEQUENCE STORE_NAME authDomain STORE_NAME authUsername POP_BLOCK JUMP_FORWARD to 746 DUP_TOP LOAD_NAME ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_NAME targetDomain STORE_NAME authDomain LOAD_NAME options LOAD_ATTR altuser STORE_NAME authUsername POP_EXCEPT JUMP_FORWARD to 746 END_FINALLY LOAD_NAME options LOAD_ATTR althash LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 780 LOAD_NAME options LOAD_ATTR althash LOAD_METHOD split LOAD_CONST ':' CALL_METHOD UNPACK_SEQUENCE STORE_NAME authPwdHashLM STORE_NAME authPwdHashNT POP_BLOCK JUMP_FORWARD to 812 DUP_TOP LOAD_NAME ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST '' STORE_NAME authPwdHashLM LOAD_NAME options LOAD_ATTR althash STORE_NAME authPwdHashNT POP_EXCEPT JUMP_FORWARD to 812 END_FINALLY JUMP_FORWARD to 822 LOAD_CONST '' STORE_NAME authPwdHashLM LOAD_CONST '' STORE_NAME authPwdHashNT LOAD_CONST '' STORE_NAME authPassword LOAD_NAME options LOAD_ATTR altpass LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR altpass STORE_NAME authPassword LOAD_NAME options LOAD_ATTR altpass LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR althash LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR no_pass EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_NAME logging LOAD_METHOD critical LOAD_CONST 'Please, provide either alternative password (-altpass) or NT hash (-althash) for authentication, or specify -no-pass if you rely on Kerberos only' CALL_METHOD POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_FORWARD to 918 LOAD_NAME targetDomain STORE_NAME authDomain LOAD_NAME targetUsername STORE_NAME authUsername LOAD_NAME oldPassword STORE_NAME authPassword LOAD_NAME oldPwdHashLM STORE_NAME authPwdHashLM LOAD_NAME oldPwdHashNT STORE_NAME authPwdHashNT LOAD_NAME options LOAD_ATTR k STORE_NAME doKerberos LOAD_NAME options LOAD_ATTR protocol LOAD_CONST 'kpasswd' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME doKerberos EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_NAME logging LOAD_METHOD debug LOAD_CONST 'Using the KPassword protocol implies Kerberos authentication (-k)' CALL_METHOD POP_TOP LOAD_CONST True STORE_NAME doKerberos LOAD_NAME PasswordProtocol LOAD_NAME address LOAD_NAME authDomain LOAD_NAME authUsername LOAD_NAME authPassword LOAD_NAME authPwdHashLM LOAD_NAME authPwdHashNT LOAD_NAME doKerberos LOAD_NAME options LOAD_ATTR aesKey LOAD_NAME options LOAD_ATTR dc_ip LOAD_CONST ('kdcHost',) CALL_FUNCTION STORE_NAME handler LOAD_NAME options LOAD_ATTR reset EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME handler LOAD_METHOD setPassword LOAD_NAME targetUsername LOAD_NAME targetDomain LOAD_NAME newPassword LOAD_NAME newPwdHashLM LOAD_NAME newPwdHashNT CALL_METHOD POP_TOP JUMP_FORWARD to 1092 LOAD_NAME authDomain LOAD_NAME authUsername BUILD_TUPLE LOAD_NAME targetDomain LOAD_NAME targetUsername BUILD_TUPLE COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD warning LOAD_CONST 'Attempting to *change* the password of ' LOAD_NAME targetDomain FORMAT_VALUE LOAD_CONST '/' LOAD_NAME targetUsername FORMAT_VALUE LOAD_CONST ' as ' LOAD_NAME authDomain FORMAT_VALUE LOAD_CONST '/' LOAD_NAME authUsername FORMAT_VALUE LOAD_CONST ". You may want to use '-reset' to *reset* the password of the target." BUILD_STRING CALL_METHOD POP_TOP LOAD_NAME handler LOAD_METHOD changePassword LOAD_NAME targetUsername LOAD_NAME targetDomain LOAD_NAME oldPassword LOAD_NAME newPassword LOAD_NAME oldPwdHashLM LOAD_NAME oldPwdHashNT LOAD_NAME newPwdHashLM LOAD_NAME newPwdHashNT CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PasswordHandler' STORE_NAME __qualname__ LOAD_CONST 'Generic interface for all the password protocols supported by this script' STORE_NAME __doc__ LOAD_CONST ('', '', '', '', '', False, '', None) LOAD_CONST <code object __init__ at 0x7faac0360c90, file "f.py", line 22> LOAD_CONST 'PasswordHandler.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _changePassword at 0x7fab41668540, file "f.py", line 59> LOAD_CONST 'PasswordHandler._changePassword' MAKE_FUNCTION STORE_NAME _changePassword LOAD_CONST (None, None, None, '', None, None, '', '') LOAD_CONST <code object changePassword at 0x7fab416684b0, file "f.py", line 73> LOAD_CONST 'PasswordHandler.changePassword' MAKE_FUNCTION STORE_NAME changePassword LOAD_CONST <code object _setPassword at 0x7fab416688a0, file "f.py", line 123> LOAD_CONST 'PasswordHandler._setPassword' MAKE_FUNCTION STORE_NAME _setPassword LOAD_CONST (None, '', '', '') LOAD_CONST <code object setPassword at 0x7fab41668810, file "f.py", line 129> LOAD_CONST 'PasswordHandler.setPassword' MAKE_FUNCTION STORE_NAME setPassword LOAD_CONST None RETURN_VALUE LOAD_FAST address LOAD_FAST self STORE_ATTR address LOAD_FAST domain LOAD_FAST self STORE_ATTR domain LOAD_FAST authUsername LOAD_FAST self STORE_ATTR username LOAD_FAST authPassword LOAD_FAST self STORE_ATTR password LOAD_FAST authPwdHashLM LOAD_FAST self STORE_ATTR pwdHashLM LOAD_FAST authPwdHashNT LOAD_FAST self STORE_ATTR pwdHashNT LOAD_FAST doKerberos LOAD_FAST self STORE_ATTR doKerberos LOAD_FAST aesKey LOAD_FAST self STORE_ATTR aesKey LOAD_FAST kdcHost LOAD_FAST self STORE_ATTR kdcHost LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST targetUsername LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR username STORE_FAST targetUsername LOAD_FAST targetDomain LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR domain STORE_FAST targetDomain LOAD_FAST oldPassword LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR password STORE_FAST oldPassword LOAD_FAST oldPwdHashLM LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pwdHashLM STORE_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pwdHashNT STORE_FAST oldPwdHashNT LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Changing the password of ' LOAD_FAST targetDomain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST targetUsername FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _changePassword LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST oldPassword LOAD_FAST newPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST targetDomain LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR domain STORE_FAST targetDomain LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Setting the password of ' LOAD_FAST targetDomain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST targetUsername FORMAT_VALUE LOAD_CONST ' as ' LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _setPassword LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST newPassword LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'KPassword' STORE_NAME __qualname__ LOAD_CONST 'Use Kerberos Change-Password or Set-Password protocols (rfc3244) to change passwords' STORE_NAME __doc__ LOAD_CONST <code object _changePassword at 0x7fab41668db0, file "f.py", line 163> LOAD_CONST 'KPassword._changePassword' MAKE_FUNCTION STORE_NAME _changePassword LOAD_CONST <code object _setPassword at 0x7fab41668930, file "f.py", line 214> LOAD_CONST 'KPassword._setPassword' MAKE_FUNCTION STORE_NAME _setPassword LOAD_CONST None RETURN_VALUE LOAD_FAST targetUsername LOAD_FAST self LOAD_ATTR username COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'KPassword does not support changing the password of another user (try setPassword instead)' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST newPassword POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'KPassword requires the new password as plaintext' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE SETUP_EXCEPT to 108 LOAD_GLOBAL logging LOAD_METHOD debug LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST newPassword LOAD_FAST oldPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_FAST self LOAD_ATTR aesKey LOAD_FAST self LOAD_ATTR kdcHost BUILD_TUPLE CALL_METHOD POP_TOP LOAD_GLOBAL kpasswd LOAD_ATTR changePassword LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST newPassword LOAD_FAST oldPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_FAST self LOAD_ATTR aesKey LOAD_FAST self LOAD_ATTR kdcHost LOAD_CONST ('aesKey', 'kdcHost') CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 160 DUP_TOP LOAD_GLOBAL kpasswd LOAD_ATTR KPasswdError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 146 LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Password not changed: ' LOAD_FAST e FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 174 END_FINALLY LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Password was changed successfully.' CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST newPassword POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'KPassword requires the new password as plaintext' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE SETUP_EXCEPT to 68 LOAD_GLOBAL kpasswd LOAD_ATTR setPassword LOAD_FAST self LOAD_ATTR username LOAD_FAST self LOAD_ATTR domain LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST newPassword LOAD_FAST self LOAD_ATTR password LOAD_FAST self LOAD_ATTR pwdHashLM LOAD_FAST self LOAD_ATTR pwdHashNT LOAD_FAST self LOAD_ATTR aesKey LOAD_FAST self LOAD_ATTR kdcHost LOAD_CONST ('aesKey', 'kdcHost') CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 132 DUP_TOP LOAD_GLOBAL kpasswd LOAD_ATTR KPasswdError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 118 LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Password not changed for ' LOAD_FAST targetDomain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST targetUsername FORMAT_VALUE LOAD_CONST ': ' LOAD_FAST e FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 156 END_FINALLY LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Password was set successfully for ' LOAD_FAST targetDomain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST targetUsername FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SamrPassword' STORE_NAME __qualname__ LOAD_CONST 'Use MS-SAMR protocol to change or reset the password of a user' STORE_NAME __doc__ LOAD_CONST None STORE_NAME dce LOAD_CONST False STORE_NAME anonymous LOAD_CONST <code object rpctransport at 0x7fab41668420, file "f.py", line 250> LOAD_CONST 'SamrPassword.rpctransport' MAKE_FUNCTION STORE_NAME rpctransport LOAD_CONST (False,) LOAD_CONST <code object authenticate at 0x7faac03ad780, file "f.py", line 258> LOAD_CONST 'SamrPassword.authenticate' MAKE_FUNCTION STORE_NAME authenticate LOAD_CONST (False,) LOAD_CONST <code object connect at 0x7faa75e814b0, file "f.py", line 300> LOAD_CONST 'SamrPassword.connect' MAKE_FUNCTION STORE_NAME connect LOAD_CONST <code object hSamrOpenUser at 0x7faa75e81db0, file "f.py", line 351> LOAD_CONST 'SamrPassword.hSamrOpenUser' MAKE_FUNCTION STORE_NAME hSamrOpenUser LOAD_CONST True LOAD_CONST ('_change',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _SamrWrapper at 0x7faa75e81930, file "f.py", line 389> LOAD_CONST 'SamrPassword._SamrWrapper' MAKE_FUNCTION STORE_NAME _SamrWrapper LOAD_CONST <code object hSamrUnicodeChangePasswordUser2 at 0x7faa75e81780, file "f.py", line 431> LOAD_CONST 'SamrPassword.hSamrUnicodeChangePasswordUser2' MAKE_FUNCTION STORE_NAME hSamrUnicodeChangePasswordUser2 LOAD_CONST <code object hSamrChangePasswordUser at 0x7faab836d150, file "f.py", line 452> LOAD_CONST 'SamrPassword.hSamrChangePasswordUser' MAKE_FUNCTION STORE_NAME hSamrChangePasswordUser LOAD_CONST <code object hSamrSetInformationUser at 0x7faab836d4b0, file "f.py", line 477> LOAD_CONST 'SamrPassword.hSamrSetInformationUser' MAKE_FUNCTION STORE_NAME hSamrSetInformationUser LOAD_CONST <code object _changePassword at 0x7faab836d660, file "f.py", line 492> LOAD_CONST 'SamrPassword._changePassword' MAKE_FUNCTION STORE_NAME _changePassword LOAD_CONST <code object _setPassword at 0x7faab836d6f0, file "f.py", line 532> LOAD_CONST 'SamrPassword._setPassword' MAKE_FUNCTION STORE_NAME _setPassword LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD rpctransport CALL_METHOD STORE_FAST rpctransport LOAD_GLOBAL hasattr LOAD_FAST rpctransport LOAD_CONST 'set_credentials' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST anonymous POP_JUMP_IF_FALSE LOAD_FAST rpctransport LOAD_ATTR set_credentials LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('username', 'password', 'domain', 'lmhash', 'nthash', 'aesKey') CALL_FUNCTION POP_TOP JUMP_FORWARD to 80 LOAD_FAST rpctransport LOAD_ATTR set_credentials LOAD_FAST self LOAD_ATTR username LOAD_FAST self LOAD_ATTR password LOAD_FAST self LOAD_ATTR domain LOAD_FAST self LOAD_ATTR pwdHashLM LOAD_FAST self LOAD_ATTR pwdHashNT LOAD_FAST self LOAD_ATTR aesKey LOAD_CONST ('aesKey',) CALL_FUNCTION POP_TOP LOAD_FAST anonymous POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR anonymous LOAD_FAST rpctransport LOAD_METHOD set_kerberos LOAD_CONST False LOAD_CONST None CALL_METHOD POP_TOP JUMP_FORWARD to 126 LOAD_CONST False LOAD_FAST self STORE_ATTR anonymous LOAD_FAST rpctransport LOAD_METHOD set_kerberos LOAD_FAST self LOAD_ATTR doKerberos LOAD_FAST self LOAD_ATTR kdcHost CALL_METHOD POP_TOP LOAD_FAST anonymous POP_JUMP_IF_FALSE LOAD_CONST 'null session' JUMP_FORWARD to 150 LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE BUILD_STRING STORE_FAST as_user LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Connecting to DCE/RPC as ' LOAD_FAST as_user FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST rpctransport LOAD_METHOD get_dce_rpc CALL_METHOD STORE_FAST dce LOAD_FAST dce LOAD_METHOD connect CALL_METHOD POP_TOP LOAD_FAST dce LOAD_METHOD bind LOAD_GLOBAL samr LOAD_ATTR MSRPC_UUID_SAMR CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Successfully bound to SAMR' CALL_METHOD POP_TOP LOAD_FAST dce RETURN_VALUE LOAD_FAST self LOAD_ATTR dce POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_ATTR authenticate LOAD_CONST False LOAD_CONST ('anonymous',) CALL_FUNCTION LOAD_FAST self STORE_ATTR dce POP_BLOCK JUMP_FORWARD to 230 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_DEREF e POP_TOP SETUP_FINALLY to 216 LOAD_GLOBAL any LOAD_CLOSURE e BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faac03ad390, file "f.py", line 318> LOAD_CONST 'SamrPassword.connect.<locals>.<genexpr>' MAKE_FUNCTION LOAD_CONST ('STATUS_PASSWORD_MUST_CHANGE', 'STATUS_PASSWORD_EXPIRED') GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST retry_if_expired POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'Password is expired or must be changed, trying to bind with a null session.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR authenticate LOAD_CONST True LOAD_CONST ('anonymous',) CALL_FUNCTION LOAD_FAST self STORE_ATTR dce JUMP_ABSOLUTE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Cannot set new NTLM hashes when current password is expired. Provide a plaintext value for the new password.' CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE JUMP_FORWARD to 212 LOAD_CONST 'STATUS_LOGON_FAILURE' LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Authentication failure when connecting to RPC: wrong credentials?' CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST 'STATUS_ACCOUNT_RESTRICTION' LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST "Account restriction: username and credentials are valid, but some other restriction preventsauthentication, like 'Protected Users' group or time-of-day restriction" CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_DEREF e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_DEREF e DELETE_DEREF e END_FINALLY POP_EXCEPT JUMP_FORWARD to 230 END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST msg LOAD_FAST msg LOAD_GLOBAL str LOAD_DEREF e CALL_FUNCTION COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 126 LOAD_GLOBAL samr LOAD_METHOD hSamrConnect LOAD_FAST self LOAD_ATTR dce LOAD_FAST self LOAD_ATTR address LOAD_CONST '\x00' BINARY_ADD CALL_METHOD LOAD_CONST 'ServerHandle' BINARY_SUBSCR STORE_FAST serverHandle LOAD_GLOBAL samr LOAD_METHOD hSamrLookupDomainInSamServer LOAD_FAST self LOAD_ATTR dce LOAD_FAST serverHandle LOAD_FAST self LOAD_ATTR domain CALL_METHOD LOAD_CONST 'DomainId' BINARY_SUBSCR STORE_FAST domainSID LOAD_GLOBAL samr LOAD_ATTR hSamrOpenDomain LOAD_FAST self LOAD_ATTR dce LOAD_FAST serverHandle LOAD_FAST domainSID LOAD_CONST ('domainId',) CALL_FUNCTION LOAD_CONST 'DomainHandle' BINARY_SUBSCR STORE_FAST domainHandle LOAD_GLOBAL samr LOAD_METHOD hSamrLookupNamesInDomain LOAD_FAST self LOAD_ATTR dce LOAD_FAST domainHandle LOAD_FAST username BUILD_TUPLE CALL_METHOD LOAD_CONST 'RelativeIds' BINARY_SUBSCR LOAD_CONST 'Element' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR STORE_FAST userRID LOAD_GLOBAL samr LOAD_ATTR hSamrOpenUser LOAD_FAST self LOAD_ATTR dce LOAD_FAST domainHandle LOAD_FAST userRID LOAD_CONST ('userId',) CALL_FUNCTION LOAD_CONST 'UserHandle' BINARY_SUBSCR STORE_FAST userHandle POP_BLOCK JUMP_FORWARD to 250 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 236 LOAD_CONST 'STATUS_NO_SUCH_DOMAIN' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Wrong realm. Try to set the domain name for the target user account explicitly in format DOMAIN/username.' CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR anonymous POP_JUMP_IF_FALSE LOAD_CONST 'STATUS_ACCESS_DENIED' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Our anonymous session cannot get a handle to the target user. Retry with a user whose password is not expired.' CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 250 END_FINALLY LOAD_FAST userHandle RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Sending SAMR call ' LOAD_FAST samrProcedure LOAD_ATTR __name__ FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP SETUP_EXCEPT to 42 LOAD_FAST samrProcedure LOAD_FAST self LOAD_ATTR dce BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST resp POP_BLOCK JUMP_FORWARD to 192 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 178 LOAD_CONST 'STATUS_PASSWORD_RESTRICTION' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Some password update rule has been violated. For example, the password history policy may prohibit the use of recent passwords or the password may not meet length criteria.' CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST 'STATUS_ACCESS_DENIED' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST _change POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Target user is not allowed to change their own password' CALL_METHOD POP_TOP JUMP_FORWARD to 152 LOAD_GLOBAL logging LOAD_METHOD critical LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE LOAD_CONST ' user is not allowed to set the password of the target' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 192 END_FINALLY LOAD_FAST resp LOAD_CONST 'ErrorCode' BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Password was changed successfully.' CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Non-zero return code, something weird happened.' CALL_METHOD POP_TOP LOAD_FAST resp LOAD_METHOD dump CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR _SamrWrapper LOAD_GLOBAL samr LOAD_ATTR hSamrUnicodeChangePasswordUser2 LOAD_CONST '\x00' LOAD_FAST username LOAD_FAST oldPassword LOAD_FAST newPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_CONST True LOAD_CONST ('_change',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD hSamrOpenUser LOAD_FAST username CALL_METHOD STORE_FAST userHandle LOAD_FAST userHandle POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR _SamrWrapper LOAD_GLOBAL samr LOAD_ATTR hSamrChangePasswordUser LOAD_FAST userHandle LOAD_FAST oldPassword LOAD_FAST newPassword LOAD_FAST oldPwdHashNT LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT LOAD_CONST True LOAD_CONST ('oldPassword', 'newPassword', 'oldPwdHashNT', 'newPwdHashLM', 'newPwdHashNT', '_change') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD hSamrOpenUser LOAD_FAST username CALL_METHOD STORE_FAST userHandle LOAD_FAST userHandle POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR _SamrWrapper LOAD_GLOBAL samr LOAD_ATTR hSamrSetNTInternal1 LOAD_FAST userHandle LOAD_FAST newPassword LOAD_FAST newPwdHashNT LOAD_CONST False LOAD_CONST ('_change',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR connect LOAD_CONST True LOAD_CONST ('retry_if_expired',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST newPassword POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD hSamrUnicodeChangePasswordUser2 LOAD_FAST targetUsername LOAD_FAST oldPassword LOAD_FAST newPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_CONST '' LOAD_CONST '' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD hSamrChangePasswordUser LOAD_FAST targetUsername LOAD_FAST oldPassword LOAD_CONST '' LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD STORE_FAST res LOAD_FAST res POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'User will need to change their password on next logging because we are using hashes.' CALL_METHOD POP_TOP LOAD_FAST res RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR connect LOAD_CONST False LOAD_CONST ('retry_if_expired',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD hSamrSetInformationUser LOAD_FAST targetUsername LOAD_FAST newPassword LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD STORE_FAST res LOAD_FAST res POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'User no longer has valid AES keys for Kerberos, until they change their password again.' CALL_METHOD POP_TOP LOAD_FAST res RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RpcPassword' STORE_NAME __qualname__ LOAD_CONST <code object rpctransport at 0x7faab836d300, file "f.py", line 549> LOAD_CONST 'RpcPassword.rpctransport' MAKE_FUNCTION STORE_NAME rpctransport LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _changePassword at 0x7faab836d5d0, file "f.py", line 557> LOAD_CONST 'RpcPassword._changePassword' MAKE_FUNCTION STORE_NAME _changePassword LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _setPassword at 0x7faab836d8a0, file "f.py", line 583> LOAD_CONST 'RpcPassword._setPassword' MAKE_FUNCTION STORE_NAME _setPassword LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL epm LOAD_ATTR hept_map LOAD_FAST self LOAD_ATTR address LOAD_GLOBAL samr LOAD_ATTR MSRPC_UUID_SAMR LOAD_CONST 'ncacn_ip_tcp' LOAD_CONST ('protocol',) CALL_FUNCTION STORE_FAST stringBinding LOAD_GLOBAL transport LOAD_METHOD DCERPCTransportFactory LOAD_FAST stringBinding CALL_METHOD STORE_FAST rpctransport LOAD_FAST rpctransport LOAD_METHOD setRemoteHost LOAD_FAST self LOAD_ATTR address CALL_METHOD POP_TOP LOAD_FAST rpctransport RETURN_VALUE LOAD_FAST newPassword POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'MS-RPC transport requires new password in plaintext in default Active Directory configuration. Trying anyway.' CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _changePassword LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST oldPassword LOAD_FAST newPassword LOAD_FAST oldPwdHashLM LOAD_FAST oldPwdHashNT LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'MS-RPC transport does not allow password reset in default Active Directory configuration. Trying anyway.' CALL_METHOD POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _setPassword LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST newPassword LOAD_FAST newPwdHashLM LOAD_FAST newPwdHashNT CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SmbPassword' STORE_NAME __qualname__ LOAD_CONST <code object rpctransport at 0x7faab836d810, file "f.py", line 595> LOAD_CONST 'SmbPassword.rpctransport' MAKE_FUNCTION STORE_NAME rpctransport LOAD_CONST None RETURN_VALUE LOAD_GLOBAL transport LOAD_ATTR SMBTransport LOAD_FAST self LOAD_ATTR address LOAD_CONST '\\samr' LOAD_CONST ('filename',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LdapPassword' STORE_NAME __qualname__ LOAD_CONST "Use LDAP to change or reset a user's password" STORE_NAME __doc__ LOAD_CONST None STORE_NAME ldapConnection LOAD_CONST None STORE_NAME baseDN LOAD_CONST <code object connect at 0x7faab836d9c0, file "f.py", line 605> LOAD_CONST 'LdapPassword.connect' MAKE_FUNCTION STORE_NAME connect LOAD_CONST <code object encodeLdapPassword at 0x7faab836db70, file "f.py", line 644> LOAD_CONST 'LdapPassword.encodeLdapPassword' MAKE_FUNCTION STORE_NAME encodeLdapPassword LOAD_CONST <code object findTargetDN at 0x7faab836dc90, file "f.py", line 652> LOAD_CONST 'LdapPassword.findTargetDN' MAKE_FUNCTION STORE_NAME findTargetDN LOAD_CONST <code object _modifyPassword at 0x7faab836d0c0, file "f.py", line 667> LOAD_CONST 'LdapPassword._modifyPassword' MAKE_FUNCTION STORE_NAME _modifyPassword LOAD_CONST <code object _changePassword at 0x7faab836da50, file "f.py", line 730> LOAD_CONST 'LdapPassword._changePassword' MAKE_FUNCTION STORE_NAME _changePassword LOAD_CONST <code object _setPassword at 0x7faab836dc00, file "f.py", line 758> LOAD_CONST 'LdapPassword._setPassword' MAKE_FUNCTION STORE_NAME _setPassword LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ldapConnection POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST 'ldaps://' LOAD_FAST self LOAD_ATTR address BINARY_ADD STORE_FAST ldapURI LOAD_CONST 'DC=' LOAD_CONST ',DC=' LOAD_METHOD join LOAD_FAST targetDomain LOAD_METHOD split LOAD_CONST '.' CALL_METHOD CALL_METHOD BINARY_ADD LOAD_FAST self STORE_ATTR baseDN LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Connecting to ' LOAD_FAST ldapURI FORMAT_VALUE LOAD_CONST ' as ' LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP SETUP_EXCEPT to 172 LOAD_GLOBAL ldap LOAD_METHOD LDAPConnection LOAD_FAST ldapURI LOAD_FAST self LOAD_ATTR baseDN LOAD_FAST self LOAD_ATTR address CALL_METHOD STORE_FAST ldapConnection LOAD_FAST self LOAD_ATTR doKerberos POP_JUMP_IF_TRUE LOAD_FAST ldapConnection LOAD_METHOD login LOAD_FAST self LOAD_ATTR username LOAD_FAST self LOAD_ATTR password LOAD_FAST self LOAD_ATTR domain LOAD_FAST self LOAD_ATTR pwdHashLM LOAD_FAST self LOAD_ATTR pwdHashNT CALL_METHOD POP_TOP JUMP_FORWARD to 168 LOAD_FAST ldapConnection LOAD_ATTR kerberosLogin LOAD_FAST self LOAD_ATTR username LOAD_FAST self LOAD_ATTR password LOAD_FAST self LOAD_ATTR domain LOAD_FAST self LOAD_ATTR pwdHashLM LOAD_FAST self LOAD_ATTR pwdHashNT LOAD_FAST self LOAD_ATTR aesKey LOAD_FAST self LOAD_ATTR kdcHost LOAD_CONST ('kdcHost',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 246 DUP_TOP LOAD_GLOBAL ldap LOAD_ATTR LDAPSessionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 232 LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Cannot connect to ' LOAD_FAST ldapURI FORMAT_VALUE LOAD_CONST ' as ' LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE LOAD_CONST ': ' LOAD_FAST e FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 246 END_FINALLY LOAD_FAST ldapConnection LOAD_FAST self STORE_ATTR ldapConnection LOAD_CONST True RETURN_VALUE LOAD_CONST '"' LOAD_FAST password FORMAT_VALUE LOAD_CONST '"' BUILD_STRING LOAD_METHOD encode LOAD_CONST 'utf-16-le' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ldapConnection LOAD_ATTR search LOAD_CONST '(sAMAccountName=' LOAD_FAST targetUsername FORMAT_VALUE LOAD_CONST ')' BUILD_STRING LOAD_FAST self LOAD_ATTR baseDN LOAD_CONST ('distinguishedName',) LOAD_CONST ('searchFilter', 'searchBase', 'attributes') CALL_FUNCTION STORE_FAST answers SETUP_LOOP to 66 LOAD_FAST answers GET_ITER FOR_ITER to 64 STORE_FAST item LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL ldapasn1 LOAD_ATTR SearchResultEntry CALL_FUNCTION POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_GLOBAL str LOAD_FAST item LOAD_CONST 'objectName' BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD connect LOAD_FAST targetDomain CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD findTargetDN LOAD_FAST targetUsername LOAD_FAST targetDomain CALL_METHOD STORE_FAST targetDN LOAD_FAST targetDN POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'Could not find the target user in LDAP' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Found target distinguishedName: ' LOAD_FAST targetDN FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL ldapasn1 LOAD_METHOD ModifyRequest CALL_METHOD STORE_FAST request LOAD_FAST targetDN LOAD_FAST request LOAD_CONST 'object' STORE_SUBSCR LOAD_FAST change POP_JUMP_IF_FALSE LOAD_GLOBAL ldapasn1 LOAD_METHOD Operation LOAD_CONST 'delete' CALL_METHOD LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'operation' STORE_SUBSCR LOAD_CONST 'unicodePwd' LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'type' STORE_SUBSCR LOAD_FAST oldPasswordEncoded LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'vals' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL ldapasn1 LOAD_METHOD Operation LOAD_CONST 'add' CALL_METHOD LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'operation' STORE_SUBSCR LOAD_CONST 'unicodePwd' LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'type' STORE_SUBSCR LOAD_FAST newPasswordEncoded LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'vals' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR JUMP_FORWARD to 280 LOAD_GLOBAL ldapasn1 LOAD_METHOD Operation LOAD_CONST 'replace' CALL_METHOD LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'operation' STORE_SUBSCR LOAD_CONST 'unicodePwd' LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'type' STORE_SUBSCR LOAD_FAST newPasswordEncoded LOAD_FAST request LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'modification' BINARY_SUBSCR LOAD_CONST 'vals' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Sending: ' LOAD_GLOBAL str LOAD_FAST request CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR ldapConnection LOAD_METHOD sendReceive LOAD_FAST request CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST response LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Receiving: ' LOAD_GLOBAL str LOAD_FAST response CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL int LOAD_FAST response LOAD_CONST 'protocolOp' BINARY_SUBSCR LOAD_CONST 'modifyResponse' BINARY_SUBSCR LOAD_CONST 'resultCode' BINARY_SUBSCR CALL_FUNCTION STORE_FAST resultCode LOAD_GLOBAL str LOAD_GLOBAL ldapasn1 LOAD_METHOD ResultCode LOAD_FAST resultCode CALL_METHOD CALL_FUNCTION STORE_FAST result LOAD_GLOBAL str LOAD_FAST response LOAD_CONST 'protocolOp' BINARY_SUBSCR LOAD_CONST 'modifyResponse' BINARY_SUBSCR LOAD_CONST 'diagnosticMessage' BINARY_SUBSCR CALL_FUNCTION STORE_FAST diagMessage LOAD_FAST result LOAD_CONST 'success' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Password was changed successfully for ' LOAD_FAST targetDN FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_FAST result LOAD_CONST 'constraintViolation' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Could not change the password of ' LOAD_FAST targetDN FORMAT_VALUE LOAD_CONST ', possibly due to the password policy or an invalid oldPassword.' BUILD_STRING CALL_METHOD POP_TOP JUMP_FORWARD to 524 LOAD_FAST result LOAD_CONST 'insufficientAccessRights' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Could not set the password of ' LOAD_FAST targetDN FORMAT_VALUE LOAD_CONST ', ' LOAD_FAST self LOAD_ATTR domain FORMAT_VALUE LOAD_CONST '\\' LOAD_FAST self LOAD_ATTR username FORMAT_VALUE LOAD_CONST ' has insufficient rights' BUILD_STRING CALL_METHOD POP_TOP JUMP_FORWARD to 524 LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Could not change the password of ' LOAD_FAST targetDN FORMAT_VALUE LOAD_CONST '. ' LOAD_FAST result FORMAT_VALUE LOAD_CONST ': ' LOAD_FAST diagMessage FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST oldPassword POP_JUMP_IF_FALSE LOAD_FAST newPassword POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'LDAP requires the old and new passwords in plaintext' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD encodeLdapPassword LOAD_FAST oldPassword CALL_METHOD STORE_FAST oldPasswordEncoded LOAD_FAST self LOAD_METHOD encodeLdapPassword LOAD_FAST newPassword CALL_METHOD STORE_FAST newPasswordEncoded LOAD_FAST self LOAD_METHOD _modifyPassword LOAD_CONST True LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_FAST oldPasswordEncoded LOAD_FAST newPasswordEncoded CALL_METHOD RETURN_VALUE LOAD_FAST newPassword POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD critical LOAD_CONST 'LDAP requires the new password in plaintext' CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD encodeLdapPassword LOAD_FAST newPassword CALL_METHOD STORE_FAST newPasswordEncoded LOAD_FAST self LOAD_METHOD _modifyPassword LOAD_CONST False LOAD_FAST targetUsername LOAD_FAST targetDomain LOAD_CONST None LOAD_FAST newPasswordEncoded CALL_METHOD RETURN_VALUE LOAD_GLOBAL logger LOAD_METHOD init LOAD_FAST options LOAD_ATTR ts CALL_METHOD POP_TOP LOAD_FAST options LOAD_ATTR debug LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_METHOD setLevel LOAD_GLOBAL logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_GLOBAL version LOAD_METHOD getInstallationPath CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 70 LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_METHOD setLevel LOAD_GLOBAL logging LOAD_ATTR INFO CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL argparse LOAD_ATTR ArgumentParser LOAD_CONST 'Change or reset passwords over different protocols.' LOAD_CONST ('description',) CALL_FUNCTION STORE_FAST parser LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST 'target' LOAD_CONST 'store' LOAD_CONST '[[domain/]username[:password]@]<hostname or address>' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-ts' LOAD_CONST 'store_true' LOAD_CONST 'adds timestamp to every logging output' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-debug' LOAD_CONST 'store_true' LOAD_CONST 'turn DEBUG output ON' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'New credentials for target' CALL_METHOD STORE_FAST group LOAD_FAST group LOAD_METHOD add_mutually_exclusive_group CALL_METHOD STORE_FAST exgroup LOAD_FAST exgroup LOAD_ATTR add_argument LOAD_CONST '-newpass' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'new password' LOAD_CONST ('action', 'default', 'help') CALL_FUNCTION POP_TOP LOAD_FAST exgroup LOAD_ATTR add_argument LOAD_CONST '-newhashes' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'LMHASH:NTHASH' LOAD_CONST 'new NTLM hashes, format is NTHASH or LMHASH:NTHASH' LOAD_CONST ('action', 'default', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Authentication (target user whose password is changed)' CALL_METHOD STORE_FAST group LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-hashes' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'LMHASH:NTHASH' LOAD_CONST 'NTLM hashes, format is NTHASH or LMHASH:NTHASH' LOAD_CONST ('action', 'default', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-no-pass' LOAD_CONST 'store_true' LOAD_CONST "Don't ask for password (useful for Kerberos, -k)" LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Authentication (optional, privileged user performing the change)' CALL_METHOD STORE_FAST group LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-altuser' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'Alternative username' LOAD_CONST ('action', 'default', 'help') CALL_FUNCTION POP_TOP LOAD_FAST group LOAD_METHOD add_mutually_exclusive_group CALL_METHOD STORE_FAST exgroup LOAD_FAST exgroup LOAD_ATTR add_argument LOAD_CONST '-altpass' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'Alternative password' LOAD_CONST ('action', 'default', 'help') CALL_FUNCTION POP_TOP LOAD_FAST exgroup LOAD_ATTR add_argument LOAD_CONST '-althash' LOAD_CONST '-althashes' LOAD_CONST 'store' LOAD_CONST None LOAD_CONST 'Alternative NT hash, format is NTHASH or LMHASH:NTHASH' LOAD_CONST ('action', 'default', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Method of operations' CALL_METHOD STORE_FAST group LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-protocol' LOAD_CONST '-p' LOAD_CONST 'store' LOAD_CONST 'Protocol to use for password change/reset' LOAD_CONST 'smb-samr' LOAD_CONST ('smb-samr', 'rpc-samr', 'kpasswd', 'ldap') LOAD_CONST ('action', 'help', 'default', 'choices') CALL_FUNCTION POP_TOP LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-reset' LOAD_CONST '-admin' LOAD_CONST 'store_true' LOAD_CONST 'Try to reset the password with privileges (may bypass some password policies)' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument_group LOAD_CONST 'Kerberos authentication' LOAD_CONST 'Applicable to the authenticating user (-altuser if defined, else target)' LOAD_CONST ('description',) CALL_FUNCTION STORE_FAST group LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-k' LOAD_CONST 'store_true' LOAD_CONST 'Use Kerberos authentication. Grabs credentials from ccache file (KRB5CCNAME) based on target parameters. If valid credentials cannot be found, it will use the ones specified in the command line' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-aesKey' LOAD_CONST 'store' LOAD_CONST 'hex key' LOAD_CONST 'AES key to use for Kerberos Authentication (128 or 256 bits)' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_FAST group LOAD_ATTR add_argument LOAD_CONST '-dc-ip' LOAD_CONST 'store' LOAD_CONST 'ip address' LOAD_CONST 'IP Address of the domain controller, for Kerberos. If omitted it will use the domain part (FQDN) specified in the target parameter' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_GLOBAL len LOAD_GLOBAL sys LOAD_ATTR argv CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parser LOAD_METHOD print_help CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST parser LOAD_METHOD parse_args CALL_METHOD RETURN_VALUE
import argparse import logging import sys from getpass import getpass from impacket import version from impacket.dcerpc.v5 import transport, samr, epm from impacket.krb5 import kpasswd from impacket.ldap import ldap, ldapasn1 from impacket.examples import logger from impacket.examples.utils import parse_target EMPTY_LM_HASH = "aad3b435b51404eeaad3b435b51404ee" class PasswordHandler: """Generic interface for all the password protocols supported by this script""" def __init__( self, address, domain="", authUsername="", authPassword="", authPwdHashLM="", authPwdHashNT="", doKerberos=False, aesKey="", kdcHost=None, ): """ Instantiate password change or reset with the credentials of the account making the changes. It can be the target user, or a privileged account. :param string address: IP address or hostname of the server or domain controller where the password will be changed :param string domain: AD domain where the password will be changed :param string username: account that will attempt the password change or reset on the target(s) :param string password: password of the account that will attempt the password change :param string pwdHashLM: LM hash of the account that will attempt the password change :param string pwdHashNT: NT hash of the account that will attempt the password change :param bool doKerberos: use Kerberos authentication instead of NTLM :param string aesKey: AES key for Kerberos authentication :param string kdcHost: KDC host """ self.address = address self.domain = domain self.username = authUsername self.password = authPassword self.pwdHashLM = authPwdHashLM self.pwdHashNT = authPwdHashNT self.doKerberos = doKerberos self.aesKey = aesKey self.kdcHost = kdcHost def _changePassword( self, targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): """Implementation of a password change""" raise NotImplementedError def changePassword( self, targetUsername=None, targetDomain=None, oldPassword=None, newPassword="", oldPwdHashLM=None, oldPwdHashNT=None, newPwdHashLM="", newPwdHashNT="", ): """ Change the password of a target account, knowing the previous password. :param string targetUsername: account whose password will be changed, if different from the user performing the change :param string targetDomain: domain of the account :param string oldPassword: current password :param string newPassword: new password :param string oldPwdHashLM: current password, as LM hash :param string oldPwdHashMT: current password, as NT hash :param string newPwdHashLM: new password, as LM hash :param string newPwdHashMT: new password, as NT hash :return bool success """ if targetUsername is None: targetUsername = self.username if targetDomain is None: targetDomain = self.domain if oldPassword is None: oldPassword = self.password if oldPwdHashLM is None: oldPwdHashLM = self.pwdHashLM if oldPwdHashNT is None: oldPwdHashNT = self.pwdHashNT logging.info(f"Changing the password of {targetDomain}\\{targetUsername}") return self._changePassword( targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ) def _setPassword( self, targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ): """Implementation of a password set""" raise NotImplementedError def setPassword( self, targetUsername, targetDomain=None, newPassword="", newPwdHashLM="", newPwdHashNT="", ): """ Set or Reset the password of a target account, with privileges. :param string targetUsername: account whose password will be changed :param string targetDomain: domain of the account :param string newPassword: new password :param string newPwdHashLM: new password, as LM hash :param string newPwdHashMT: new password, as NT hash :return bool success """ if targetDomain is None: targetDomain = self.domain logging.info( f"Setting the password of {targetDomain}\\{targetUsername} as {self.domain}\\{self.username}" ) return self._setPassword( targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ) class KPassword(PasswordHandler): """Use Kerberos Change-Password or Set-Password protocols (rfc3244) to change passwords""" def _changePassword( self, targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): if targetUsername != self.username: logging.critical( "KPassword does not support changing the password of another user (try setPassword instead)" ) return False if not newPassword: logging.critical("KPassword requires the new password as plaintext") return False try: logging.debug( ( targetUsername, targetDomain, newPassword, oldPassword, oldPwdHashLM, oldPwdHashNT, self.aesKey, self.kdcHost, ) ) kpasswd.changePassword( targetUsername, targetDomain, newPassword, oldPassword, oldPwdHashLM, oldPwdHashNT, aesKey=self.aesKey, kdcHost=self.kdcHost, ) except kpasswd.KPasswdError as e: logging.error(f"Password not changed: {e}") return False else: logging.info("Password was changed successfully.") return True def _setPassword( self, targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ): if not newPassword: logging.critical("KPassword requires the new password as plaintext") return False try: kpasswd.setPassword( self.username, self.domain, targetUsername, targetDomain, newPassword, self.password, self.pwdHashLM, self.pwdHashNT, aesKey=self.aesKey, kdcHost=self.kdcHost, ) except kpasswd.KPasswdError as e: logging.error( f"Password not changed for {targetDomain}\\{targetUsername}: {e}" ) else: logging.info( f"Password was set successfully for {targetDomain}\\{targetUsername}." ) class SamrPassword(PasswordHandler): """Use MS-SAMR protocol to change or reset the password of a user""" dce = None anonymous = False def rpctransport(self): """ Return a new transport for our RPC/DCE. :return rpc: RPC transport instance """ raise NotImplementedError def authenticate(self, anonymous=False): """ Instantiate a new transport and try to authenticate :param bool anonymous: Attempt a null binding :return dce: DCE/RPC, bound to SAMR """ rpctransport = self.rpctransport() if hasattr(rpctransport, "set_credentials"): if anonymous: rpctransport.set_credentials( username="", password="", domain="", lmhash="", nthash="", aesKey="" ) else: rpctransport.set_credentials( self.username, self.password, self.domain, self.pwdHashLM, self.pwdHashNT, aesKey=self.aesKey, ) if anonymous: self.anonymous = True rpctransport.set_kerberos(False, None) else: self.anonymous = False rpctransport.set_kerberos(self.doKerberos, self.kdcHost) as_user = "null session" if anonymous else f"{self.domain}\\{self.username}" logging.info(f"Connecting to DCE/RPC as {as_user}") dce = rpctransport.get_dce_rpc() dce.connect() dce.bind(samr.MSRPC_UUID_SAMR) logging.debug("Successfully bound to SAMR") return dce def connect(self, retry_if_expired=False): """ Connect to SAMR using our transport protocol. This method must instantiate self.dce :param bool retry_if_expired: Retry as null binding if our password is expired :return bool: success """ if self.dce: return True try: self.dce = self.authenticate(anonymous=False) except Exception as e: if any( msg in str(e) for msg in ("STATUS_PASSWORD_MUST_CHANGE", "STATUS_PASSWORD_EXPIRED") ): if retry_if_expired: logging.warning( "Password is expired or must be changed, trying to bind with a null session." ) self.dce = self.authenticate(anonymous=True) else: logging.critical( "Cannot set new NTLM hashes when current password is expired. Provide a plaintext value for the " "new password." ) logging.debug(str(e)) return False elif "STATUS_LOGON_FAILURE" in str(e): logging.critical( "Authentication failure when connecting to RPC: wrong credentials?" ) logging.debug(str(e)) return False elif "STATUS_ACCOUNT_RESTRICTION" in str(e): logging.critical( "Account restriction: username and credentials are valid, but some other restriction prevents" "authentication, like 'Protected Users' group or time-of-day restriction" ) logging.debug(str(e)) return False else: raise e return True def hSamrOpenUser(self, username): """Open an handle on the target user""" try: serverHandle = samr.hSamrConnect(self.dce, self.address + "\x00")[ "ServerHandle" ] domainSID = samr.hSamrLookupDomainInSamServer( self.dce, serverHandle, self.domain )["DomainId"] domainHandle = samr.hSamrOpenDomain( self.dce, serverHandle, domainId=domainSID )["DomainHandle"] userRID = samr.hSamrLookupNamesInDomain( self.dce, domainHandle, (username,) )["RelativeIds"]["Element"][0] userHandle = samr.hSamrOpenUser(self.dce, domainHandle, userId=userRID)[ "UserHandle" ] except Exception as e: if "STATUS_NO_SUCH_DOMAIN" in str(e): logging.critical( "Wrong realm. Try to set the domain name for the target user account explicitly in format " "DOMAIN/username." ) logging.debug(str(e)) return False elif self.anonymous and "STATUS_ACCESS_DENIED" in str(e): logging.critical( "Our anonymous session cannot get a handle to the target user. " "Retry with a user whose password is not expired." ) logging.debug(str(e)) return False else: raise e return userHandle def _SamrWrapper(self, samrProcedure, *args, _change=True, **kwargs): """ Handles common errors when changing/resetting the password, regardless of the procedure :param callable samrProcedure: Function that will send the SAMR call args and kwargs are passed verbatim :param bool _change: Used for more precise error reporting, True if it is a password change, False if it is a reset """ logging.debug(f"Sending SAMR call {samrProcedure.__name__}") try: resp = samrProcedure(self.dce, *args, **kwargs) except Exception as e: if "STATUS_PASSWORD_RESTRICTION" in str(e): logging.critical( "Some password update rule has been violated. For example, the password history policy may prohibit the " "use of recent passwords or the password may not meet length criteria." ) logging.debug(str(e)) return False elif "STATUS_ACCESS_DENIED" in str(e): if _change: logging.critical( "Target user is not allowed to change their own password" ) else: logging.critical( f"{self.domain}\\{self.username} user is not allowed to set the password of the target" ) logging.debug(str(e)) return False else: raise e if resp["ErrorCode"] == 0: logging.info("Password was changed successfully.") return True logging.error("Non-zero return code, something weird happened.") resp.dump() return False def hSamrUnicodeChangePasswordUser2( self, username, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): return self._SamrWrapper( samr.hSamrUnicodeChangePasswordUser2, "\x00", username, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, _change=True, ) def hSamrChangePasswordUser( self, username, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): userHandle = self.hSamrOpenUser(username) if not userHandle: return False return self._SamrWrapper( samr.hSamrChangePasswordUser, userHandle, oldPassword=oldPassword, newPassword=newPassword, oldPwdHashNT=oldPwdHashNT, newPwdHashLM=newPwdHashLM, newPwdHashNT=newPwdHashNT, _change=True, ) def hSamrSetInformationUser( self, username, newPassword, newPwdHashLM, newPwdHashNT ): userHandle = self.hSamrOpenUser(username) if not userHandle: return False return self._SamrWrapper( samr.hSamrSetNTInternal1, userHandle, newPassword, newPwdHashNT, _change=False, ) def _changePassword( self, targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): if not self.connect(retry_if_expired=True): return False if newPassword: return self.hSamrUnicodeChangePasswordUser2( targetUsername, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, "", "", ) else: res = self.hSamrChangePasswordUser( targetUsername, oldPassword, "", oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ) if res: logging.warning( "User will need to change their password on next logging because we are using hashes." ) return res def _setPassword( self, targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ): if not self.connect(retry_if_expired=False): return False res = self.hSamrSetInformationUser( targetUsername, newPassword, newPwdHashLM, newPwdHashNT ) if res: logging.warning( "User no longer has valid AES keys for Kerberos, until they change their password again." ) return res class RpcPassword(SamrPassword): def rpctransport(self): stringBinding = epm.hept_map( self.address, samr.MSRPC_UUID_SAMR, protocol="ncacn_ip_tcp" ) rpctransport = transport.DCERPCTransportFactory(stringBinding) rpctransport.setRemoteHost(self.address) return rpctransport def _changePassword( self, targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): if not newPassword: logging.warning( "MS-RPC transport requires new password in plaintext in default Active Directory configuration. Trying anyway." ) super()._changePassword( targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ) def _setPassword( self, targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ): logging.warning( "MS-RPC transport does not allow password reset in default Active Directory configuration. Trying anyway." ) super()._setPassword( targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ) class SmbPassword(SamrPassword): def rpctransport(self): return transport.SMBTransport(self.address, filename=r"\samr") class LdapPassword(PasswordHandler): """Use LDAP to change or reset a user's password""" ldapConnection = None baseDN = None def connect(self, targetDomain): """Connect to LDAPS with the credentials provided in __init__""" if self.ldapConnection: return True ldapURI = "ldaps://" + self.address self.baseDN = "DC=" + ",DC=".join(targetDomain.split(".")) logging.debug(f"Connecting to {ldapURI} as {self.domain}\\{self.username}") try: ldapConnection = ldap.LDAPConnection(ldapURI, self.baseDN, self.address) if not self.doKerberos: ldapConnection.login( self.username, self.password, self.domain, self.pwdHashLM, self.pwdHashNT, ) else: ldapConnection.kerberosLogin( self.username, self.password, self.domain, self.pwdHashLM, self.pwdHashNT, self.aesKey, kdcHost=self.kdcHost, ) except ldap.LDAPSessionError as e: logging.error( f"Cannot connect to {ldapURI} as {self.domain}\\{self.username}: {e}" ) return False self.ldapConnection = ldapConnection return True def encodeLdapPassword(self, password): """ Encode the password according to Microsoft's specifications Password must be surrounded by quotes and UTF-16 encoded """ return f'"{password}"'.encode("utf-16-le") def findTargetDN(self, targetUsername, targetDomain): """Find the DN of the targeted user""" answers = self.ldapConnection.search( searchFilter=f"(sAMAccountName={targetUsername})", searchBase=self.baseDN, attributes=("distinguishedName",), ) for item in answers: if not isinstance(item, ldapasn1.SearchResultEntry): continue return str(item["objectName"]) def _modifyPassword( self, change, targetUsername, targetDomain, oldPasswordEncoded, newPasswordEncoded, ): if not self.connect(targetDomain): return False targetDN = self.findTargetDN(targetUsername, targetDomain) if not targetDN: logging.critical("Could not find the target user in LDAP") return False logging.debug(f"Found target distinguishedName: {targetDN}") request = ldapasn1.ModifyRequest() request["object"] = targetDN if change: request["changes"][0]["operation"] = ldapasn1.Operation("delete") request["changes"][0]["modification"]["type"] = "unicodePwd" request["changes"][0]["modification"]["vals"][0] = oldPasswordEncoded request["changes"][1]["operation"] = ldapasn1.Operation("add") request["changes"][1]["modification"]["type"] = "unicodePwd" request["changes"][1]["modification"]["vals"][0] = newPasswordEncoded else: request["changes"][0]["operation"] = ldapasn1.Operation("replace") request["changes"][0]["modification"]["type"] = "unicodePwd" request["changes"][0]["modification"]["vals"][0] = newPasswordEncoded logging.debug(f"Sending: {str(request)}") response = self.ldapConnection.sendReceive(request)[0] logging.debug(f"Receiving: {str(response)}") resultCode = int(response["protocolOp"]["modifyResponse"]["resultCode"]) result = str(ldapasn1.ResultCode(resultCode)) diagMessage = str(response["protocolOp"]["modifyResponse"]["diagnosticMessage"]) if result == "success": logging.info(f"Password was changed successfully for {targetDN}") return True if result == "constraintViolation": logging.error( f"Could not change the password of {targetDN}, possibly due to the password " "policy or an invalid oldPassword." ) elif result == "insufficientAccessRights": logging.error( f"Could not set the password of {targetDN}, {self.domain}\\{self.username} has insufficient rights" ) else: logging.error( f"Could not change the password of {targetDN}. {result}: {diagMessage}" ) return False def _changePassword( self, targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, ): """ Change the password of a user. Must send a delete operation with the oldPassword and an add operation with the newPassword in the same modify request. """ if not oldPassword or not newPassword: logging.critical("LDAP requires the old and new passwords in plaintext") return False oldPasswordEncoded = self.encodeLdapPassword(oldPassword) newPasswordEncoded = self.encodeLdapPassword(newPassword) return self._modifyPassword( True, targetUsername, targetDomain, oldPasswordEncoded, newPasswordEncoded ) def _setPassword( self, targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ): """ Set the password of a user. Must send a modify operation with the newPassword (must have privileges). """ if not newPassword: logging.critical("LDAP requires the new password in plaintext") return False newPasswordEncoded = self.encodeLdapPassword(newPassword) return self._modifyPassword( False, targetUsername, targetDomain, None, newPasswordEncoded ) def init_logger(options): logger.init(options.ts) if options.debug is True: logging.getLogger().setLevel(logging.DEBUG) logging.debug(version.getInstallationPath()) else: logging.getLogger().setLevel(logging.INFO) def parse_args(): parser = argparse.ArgumentParser( description="Change or reset passwords over different protocols.", ) parser.add_argument( "target", action="store", help="[[domain/]username[:password]@]<hostname or address>", ) parser.add_argument( "-ts", action="store_true", help="adds timestamp to every logging output" ) parser.add_argument("-debug", action="store_true", help="turn DEBUG output ON") group = parser.add_argument_group("New credentials for target") exgroup = group.add_mutually_exclusive_group() exgroup.add_argument("-newpass", action="store", default=None, help="new password") exgroup.add_argument( "-newhashes", action="store", default=None, metavar="LMHASH:NTHASH", help="new NTLM hashes, format is NTHASH or LMHASH:NTHASH", ) group = parser.add_argument_group( "Authentication (target user whose password is changed)" ) group.add_argument( "-hashes", action="store", default=None, metavar="LMHASH:NTHASH", help="NTLM hashes, format is NTHASH or LMHASH:NTHASH", ) group.add_argument( "-no-pass", action="store_true", help="Don't ask for password (useful for Kerberos, -k)", ) group = parser.add_argument_group( "Authentication (optional, privileged user performing the change)" ) group.add_argument( "-altuser", action="store", default=None, help="Alternative username" ) exgroup = group.add_mutually_exclusive_group() exgroup.add_argument( "-altpass", action="store", default=None, help="Alternative password" ) exgroup.add_argument( "-althash", "-althashes", action="store", default=None, help="Alternative NT hash, format is NTHASH or LMHASH:NTHASH", ) group = parser.add_argument_group("Method of operations") group.add_argument( "-protocol", "-p", action="store", help="Protocol to use for password change/reset", default="smb-samr", choices=( "smb-samr", "rpc-samr", "kpasswd", "ldap", ), ) group.add_argument( "-reset", "-admin", action="store_true", help="Try to reset the password with privileges (may bypass some password policies)", ) group = parser.add_argument_group( "Kerberos authentication", description="Applicable to the authenticating user (-altuser if defined, else target)", ) group.add_argument( "-k", action="store_true", help=( "Use Kerberos authentication. Grabs credentials from ccache file (KRB5CCNAME) based on target parameters. " "If valid credentials cannot be found, it will use the ones specified in the command line" ), ) group.add_argument( "-aesKey", action="store", metavar="hex key", help="AES key to use for Kerberos Authentication (128 or 256 bits)", ) group.add_argument( "-dc-ip", action="store", metavar="ip address", help=( "IP Address of the domain controller, for Kerberos. If omitted it will use the domain part (FQDN) specified " "in the target parameter" ), ) if len(sys.argv) == 1: parser.print_help() sys.exit(1) return parser.parse_args() if __name__ == "__main__": print(version.BANNER) options = parse_args() init_logger(options) handlers = { "kpasswd": KPassword, "rpc-samr": RpcPassword, "smb-samr": SmbPassword, "ldap": LdapPassword, } try: PasswordProtocol = handlers[options.protocol] except KeyError: logging.critical(f"Unsupported password protocol {options.protocol}") sys.exit(1) targetDomain, targetUsername, oldPassword, address = parse_target(options.target) if not targetDomain: if options.protocol in ("rpc-samr", "smb-samr"): targetDomain = "Builtin" else: targetDomain = address if options.hashes is not None: try: oldPwdHashLM, oldPwdHashNT = options.hashes.split(":") except ValueError: oldPwdHashLM = EMPTY_LM_HASH oldPwdHashNT = options.hashes else: oldPwdHashLM = "" oldPwdHashNT = "" if oldPassword == "" and oldPwdHashNT == "": if options.reset: pass # no need for old one when we reset elif options.no_pass: logging.info("Current password not given: will use KRB5CCNAME") else: oldPassword = getpass("Current password: ") if options.newhashes is not None: newPassword = "" try: newPwdHashLM, newPwdHashNT = options.newhashes.split(":") if not newPwdHashLM: newPwdHashLM = EMPTY_LM_HASH except ValueError: newPwdHashLM = EMPTY_LM_HASH newPwdHashNT = options.newhashes else: newPwdHashLM = "" newPwdHashNT = "" if options.newpass is None: newPassword = getpass("New password: ") if newPassword != getpass("Retype new password: "): logging.critical("Passwords do not match, try again.") sys.exit(1) else: newPassword = options.newpass if options.altuser is not None: try: authDomain, authUsername = options.altuser.split("/") except ValueError: authDomain = targetDomain authUsername = options.altuser if options.althash is not None: try: authPwdHashLM, authPwdHashNT = options.althash.split(":") except ValueError: authPwdHashLM = "" authPwdHashNT = options.althash else: authPwdHashLM = "" authPwdHashNT = "" authPassword = "" if options.altpass is not None: authPassword = options.altpass if options.altpass is None and options.althash is None and not options.no_pass: logging.critical( "Please, provide either alternative password (-altpass) or NT hash (-althash) for authentication, " "or specify -no-pass if you rely on Kerberos only" ) sys.exit(1) else: authDomain = targetDomain authUsername = targetUsername authPassword = oldPassword authPwdHashLM = oldPwdHashLM authPwdHashNT = oldPwdHashNT doKerberos = options.k if options.protocol == "kpasswd" and not doKerberos: logging.debug( "Using the KPassword protocol implies Kerberos authentication (-k)" ) doKerberos = True handler = PasswordProtocol( address, authDomain, authUsername, authPassword, authPwdHashLM, authPwdHashNT, doKerberos, options.aesKey, kdcHost=options.dc_ip, ) if options.reset: handler.setPassword( targetUsername, targetDomain, newPassword, newPwdHashLM, newPwdHashNT ) else: if (authDomain, authUsername) != (targetDomain, targetUsername): logging.warning( f"Attempting to *change* the password of {targetDomain}/{targetUsername} as {authDomain}/{authUsername}. " "You may want to use '-reset' to *reset* the password of the target." ) handler.changePassword( targetUsername, targetDomain, oldPassword, newPassword, oldPwdHashLM, oldPwdHashNT, newPwdHashLM, newPwdHashNT, )
data/impacket-0.11.0/examples/changepasswd.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_NAME unittest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME networkit STORE_NAME nk LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME scipy STORE_NAME scipy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_BUILD_CLASS LOAD_CONST <code object TestCentrality at 0x7f8af13f8300, file "f.py", line 9> LOAD_CONST 'TestCentrality' MAKE_FUNCTION LOAD_CONST 'TestCentrality' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME TestCentrality LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME unittest LOAD_METHOD main CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestCentrality' STORE_NAME __qualname__ LOAD_CONST <code object checkCovers at 0x7f8e44712930, file "f.py", line 10> LOAD_CONST 'TestCentrality.checkCovers' MAKE_FUNCTION STORE_NAME checkCovers LOAD_CONST <code object setUp at 0x7f8b201135d0, file "f.py", line 20> LOAD_CONST 'TestCentrality.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST <code object testApproxBetweenness at 0x7f8af1683a50, file "f.py", line 28> LOAD_CONST 'TestCentrality.testApproxBetweenness' MAKE_FUNCTION STORE_NAME testApproxBetweenness LOAD_CONST <code object testApproxBetweennessNumberOfSamples at 0x7f8e2fe14030, file "f.py", line 39> LOAD_CONST 'TestCentrality.testApproxBetweennessNumberOfSamples' MAKE_FUNCTION STORE_NAME testApproxBetweennessNumberOfSamples LOAD_CONST <code object testApproxElectricalCloseness at 0x7f8e2fe14a50, file "f.py", line 44> LOAD_CONST 'TestCentrality.testApproxElectricalCloseness' MAKE_FUNCTION STORE_NAME testApproxElectricalCloseness LOAD_CONST <code object testApproxSpanningEdge at 0x7f8e2fb92150, file "f.py", line 65> LOAD_CONST 'TestCentrality.testApproxSpanningEdge' MAKE_FUNCTION STORE_NAME testApproxSpanningEdge LOAD_CONST <code object testBetweenness at 0x7f8e2fb921e0, file "f.py", line 78> LOAD_CONST 'TestCentrality.testBetweenness' MAKE_FUNCTION STORE_NAME testBetweenness LOAD_CONST <code object testCloseness at 0x7f8e2fb92540, file "f.py", line 88> LOAD_CONST 'TestCentrality.testCloseness' MAKE_FUNCTION STORE_NAME testCloseness LOAD_CONST <code object testClosenessApprox at 0x7f8e2fb928a0, file "f.py", line 99> LOAD_CONST 'TestCentrality.testClosenessApprox' MAKE_FUNCTION STORE_NAME testClosenessApprox LOAD_CONST <code object testCoreDecomposition at 0x7f8e2fb926f0, file "f.py", line 113> LOAD_CONST 'TestCentrality.testCoreDecomposition' MAKE_FUNCTION STORE_NAME testCoreDecomposition LOAD_CONST <code object testComplexPathsAllNodes at 0x7f8e2fb92b70, file "f.py", line 127> LOAD_CONST 'TestCentrality.testComplexPathsAllNodes' MAKE_FUNCTION STORE_NAME testComplexPathsAllNodes LOAD_CONST <code object testComplexPathsSingleNode at 0x7f8e2fc1b540, file "f.py", line 134> LOAD_CONST 'TestCentrality.testComplexPathsSingleNode' MAKE_FUNCTION STORE_NAME testComplexPathsSingleNode LOAD_CONST <code object testDegreeCentrality at 0x7f8e2fc1b930, file "f.py", line 152> LOAD_CONST 'TestCentrality.testDegreeCentrality' MAKE_FUNCTION STORE_NAME testDegreeCentrality LOAD_CONST <code object testDynBetweennessRun at 0x7f8e2fc1b9c0, file "f.py", line 174> LOAD_CONST 'TestCentrality.testDynBetweennessRun' MAKE_FUNCTION STORE_NAME testDynBetweennessRun LOAD_CONST <code object testDynBetweennessUpdate at 0x7f8e2fc1b0c0, file "f.py", line 183> LOAD_CONST 'TestCentrality.testDynBetweennessUpdate' MAKE_FUNCTION STORE_NAME testDynBetweennessUpdate LOAD_CONST <code object testDynBetweennessUpdateBatch at 0x7f8e2fc1bdb0, file "f.py", line 194> LOAD_CONST 'TestCentrality.testDynBetweennessUpdateBatch' MAKE_FUNCTION STORE_NAME testDynBetweennessUpdateBatch LOAD_CONST <code object testDynBetweennessApproxRun at 0x7f8e2fc1b5d0, file "f.py", line 208> LOAD_CONST 'TestCentrality.testDynBetweennessApproxRun' MAKE_FUNCTION STORE_NAME testDynBetweennessApproxRun LOAD_CONST <code object testDynKatzCentrality at 0x7f8af15c26f0, file "f.py", line 258> LOAD_CONST 'TestCentrality.testDynKatzCentrality' MAKE_FUNCTION STORE_NAME testDynKatzCentrality LOAD_CONST <code object testDynTopHarmonicCloseness at 0x7f8af15c2f60, file "f.py", line 266> LOAD_CONST 'TestCentrality.testDynTopHarmonicCloseness' MAKE_FUNCTION STORE_NAME testDynTopHarmonicCloseness LOAD_CONST <code object testEigenvectorCentrality at 0x7f8af15c2e40, file "f.py", line 282> LOAD_CONST 'TestCentrality.testEigenvectorCentrality' MAKE_FUNCTION STORE_NAME testEigenvectorCentrality LOAD_CONST <code object testEstimateBetweeness at 0x7f8af15c2780, file "f.py", line 289> LOAD_CONST 'TestCentrality.testEstimateBetweeness' MAKE_FUNCTION STORE_NAME testEstimateBetweeness LOAD_CONST <code object testForest at 0x7f8af15c28a0, file "f.py", line 294> LOAD_CONST 'TestCentrality.testForest' MAKE_FUNCTION STORE_NAME testForest LOAD_CONST <code object testGedWalk at 0x7f8af15c2810, file "f.py", line 311> LOAD_CONST 'TestCentrality.testGedWalk' MAKE_FUNCTION STORE_NAME testGedWalk LOAD_CONST <code object testCentralityGroupClosenessGrowShrink at 0x7f8af15c2ed0, file "f.py", line 320> LOAD_CONST 'TestCentrality.testCentralityGroupClosenessGrowShrink' MAKE_FUNCTION STORE_NAME testCentralityGroupClosenessGrowShrink LOAD_CONST <code object testGroupBetweennessApprox at 0x7f8af15c2030, file "f.py", line 349> LOAD_CONST 'TestCentrality.testGroupBetweennessApprox' MAKE_FUNCTION STORE_NAME testGroupBetweennessApprox LOAD_CONST <code object testGroupBetweennessApproxScoreOfGroup at 0x7f8af15c2c90, file "f.py", line 354> LOAD_CONST 'TestCentrality.testGroupBetweennessApproxScoreOfGroup' MAKE_FUNCTION STORE_NAME testGroupBetweennessApproxScoreOfGroup LOAD_CONST <code object testGroupCloseness at 0x7f8af15c25d0, file "f.py", line 358> LOAD_CONST 'TestCentrality.testGroupCloseness' MAKE_FUNCTION STORE_NAME testGroupCloseness LOAD_CONST <code object testGroupClosenessFarness at 0x7f8af15c2db0, file "f.py", line 363> LOAD_CONST 'TestCentrality.testGroupClosenessFarness' MAKE_FUNCTION STORE_NAME testGroupClosenessFarness LOAD_CONST <code object testGroupClosenessScoreOfGroup at 0x7f8af15c29c0, file "f.py", line 367> LOAD_CONST 'TestCentrality.testGroupClosenessScoreOfGroup' MAKE_FUNCTION STORE_NAME testGroupClosenessScoreOfGroup LOAD_CONST <code object testGroupDegree at 0x7f8af15c2930, file "f.py", line 371> LOAD_CONST 'TestCentrality.testGroupDegree' MAKE_FUNCTION STORE_NAME testGroupDegree LOAD_CONST <code object testGroupDegreeScoreOfGroup at 0x7f8af15c2b70, file "f.py", line 377> LOAD_CONST 'TestCentrality.testGroupDegreeScoreOfGroup' MAKE_FUNCTION STORE_NAME testGroupDegreeScoreOfGroup LOAD_CONST <code object testGroupClosenessLocalSearch at 0x7f8af125e030, file "f.py", line 381> LOAD_CONST 'TestCentrality.testGroupClosenessLocalSearch' MAKE_FUNCTION STORE_NAME testGroupClosenessLocalSearch LOAD_CONST <code object testGroupClosenessLocalSwaps at 0x7f8af125e0c0, file "f.py", line 400> LOAD_CONST 'TestCentrality.testGroupClosenessLocalSwaps' MAKE_FUNCTION STORE_NAME testGroupClosenessLocalSwaps LOAD_CONST <code object testGroupHarmonicClosenessCentrality at 0x7f8af125e1e0, file "f.py", line 426> LOAD_CONST 'TestCentrality.testGroupHarmonicClosenessCentrality' MAKE_FUNCTION STORE_NAME testGroupHarmonicClosenessCentrality LOAD_CONST <code object testKadabraBetweenness at 0x7f8af125e270, file "f.py", line 442> LOAD_CONST 'TestCentrality.testKadabraBetweenness' MAKE_FUNCTION STORE_NAME testKadabraBetweenness LOAD_CONST <code object testKPathCentrality at 0x7f8af125e300, file "f.py", line 458> LOAD_CONST 'TestCentrality.testKPathCentrality' MAKE_FUNCTION STORE_NAME testKPathCentrality LOAD_CONST <code object testKatzCentrality at 0x7f8af125e390, file "f.py", line 465> LOAD_CONST 'TestCentrality.testKatzCentrality' MAKE_FUNCTION STORE_NAME testKatzCentrality LOAD_CONST <code object testLaplacianCentrality at 0x7f8af125e420, file "f.py", line 472> LOAD_CONST 'TestCentrality.testLaplacianCentrality' MAKE_FUNCTION STORE_NAME testLaplacianCentrality LOAD_CONST <code object testLocalClustetingCoefficient at 0x7f8af125e540, file "f.py", line 479> LOAD_CONST 'TestCentrality.testLocalClustetingCoefficient' MAKE_FUNCTION STORE_NAME testLocalClustetingCoefficient LOAD_CONST <code object testLocalPartitionCoverage at 0x7f8af125e660, file "f.py", line 486> LOAD_CONST 'TestCentrality.testLocalPartitionCoverage' MAKE_FUNCTION STORE_NAME testLocalPartitionCoverage LOAD_CONST <code object testPageRank at 0x7f8af125e6f0, file "f.py", line 496> LOAD_CONST 'TestCentrality.testPageRank' MAKE_FUNCTION STORE_NAME testPageRank LOAD_CONST <code object testPermanenceCentrality at 0x7f8af125e810, file "f.py", line 522> LOAD_CONST 'TestCentrality.testPermanenceCentrality' MAKE_FUNCTION STORE_NAME testPermanenceCentrality LOAD_CONST <code object testRankPerNode at 0x7f8af125e9c0, file "f.py", line 534> LOAD_CONST 'TestCentrality.testRankPerNode' MAKE_FUNCTION STORE_NAME testRankPerNode LOAD_CONST <code object testSquareClusteringCoefficient at 0x7f8af125eb70, file "f.py", line 546> LOAD_CONST 'TestCentrality.testSquareClusteringCoefficient' MAKE_FUNCTION STORE_NAME testSquareClusteringCoefficient LOAD_CONST <code object testSciPyPageRank at 0x7f8af125ec00, file "f.py", line 556> LOAD_CONST 'TestCentrality.testSciPyPageRank' MAKE_FUNCTION STORE_NAME testSciPyPageRank LOAD_CONST <code object testSciPyEVZ at 0x7f8af125ec90, file "f.py", line 563> LOAD_CONST 'TestCentrality.testSciPyEVZ' MAKE_FUNCTION STORE_NAME testSciPyEVZ LOAD_CONST <code object testRelativeRankErrors at 0x7f8af125edb0, file "f.py", line 570> LOAD_CONST 'TestCentrality.testRelativeRankErrors' MAKE_FUNCTION STORE_NAME testRelativeRankErrors LOAD_CONST <code object testTopCloseness at 0x7f8af13f80c0, file "f.py", line 580> LOAD_CONST 'TestCentrality.testTopCloseness' MAKE_FUNCTION STORE_NAME testTopCloseness LOAD_CONST <code object testTopHarmonicCloseness at 0x7f8af13f81e0, file "f.py", line 641> LOAD_CONST 'TestCentrality.testTopHarmonicCloseness' MAKE_FUNCTION STORE_NAME testTopHarmonicCloseness LOAD_CONST None RETURN_VALUE LOAD_FAST c1 LOAD_METHOD numberOfElements CALL_METHOD LOAD_FAST c2 LOAD_METHOD numberOfElements CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST c1 LOAD_METHOD numberOfSubsets CALL_METHOD LOAD_FAST c2 LOAD_METHOD numberOfSubsets CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE SETUP_LOOP to 88 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST c1 LOAD_METHOD numberOfElements CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 86 STORE_FAST i LOAD_FAST c1 LOAD_METHOD subsetsOf LOAD_FAST i CALL_METHOD LOAD_FAST c2 LOAD_METHOD subsetsOf LOAD_FAST i CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD readGraph LOAD_CONST 'input/looptest1.gml' LOAD_GLOBAL nk LOAD_ATTR Format LOAD_ATTR GML CALL_METHOD LOAD_FAST self STORE_ATTR L LOAD_GLOBAL nk LOAD_METHOD readGraph LOAD_CONST 'input/looptest2.gml' LOAD_GLOBAL nk LOAD_ATTR Format LOAD_ATTR GML CALL_METHOD LOAD_FAST self STORE_ATTR LL LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ApproxBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 0.01 LOAD_CONST 0.1 LOAD_CONST ('epsilon', 'delta') CALL_FUNCTION STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ApproxBetweenness LOAD_FAST self LOAD_ATTR LL LOAD_CONST 0.01 LOAD_CONST 0.1 LOAD_CONST ('epsilon', 'delta') CALL_FUNCTION STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP SETUP_LOOP to 166 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 164 STORE_FAST i LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0.2 LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ApproxBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 0.01 LOAD_CONST 0.1 LOAD_CONST ('epsilon', 'delta') CALL_FUNCTION STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_METHOD numberOfSamples CALL_METHOD LOAD_CONST 63026 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 260 LOAD_CONST (1, 2, 3) GET_ITER FOR_ITER to 258 STORE_FAST seed LOAD_GLOBAL nk LOAD_ATTR engineering LOAD_METHOD setSeed LOAD_FAST seed LOAD_CONST True CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR generators LOAD_METHOD ErdosRenyiGenerator LOAD_CONST 50 LOAD_CONST 0.15 LOAD_CONST False CALL_METHOD LOAD_METHOD generate CALL_METHOD STORE_FAST g LOAD_GLOBAL nk LOAD_ATTR components LOAD_METHOD ConnectedComponents LOAD_FAST g CALL_METHOD LOAD_METHOD extractLargestConnectedComponent LOAD_FAST g LOAD_CONST True CALL_METHOD STORE_FAST g LOAD_CONST 0.1 STORE_FAST eps LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ApproxElectricalCloseness LOAD_FAST g LOAD_FAST eps CALL_METHOD LOAD_METHOD run CALL_METHOD LOAD_METHOD getDiagonal CALL_METHOD STORE_FAST apx LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST g LOAD_METHOD numberOfNodes CALL_METHOD LOAD_FAST g LOAD_METHOD numberOfNodes CALL_METHOD BUILD_TUPLE CALL_METHOD STORE_FAST L SETUP_LOOP to 194 LOAD_FAST g LOAD_METHOD iterNodes CALL_METHOD GET_ITER FOR_ITER to 192 STORE_FAST u LOAD_FAST g LOAD_METHOD degree LOAD_FAST u CALL_METHOD LOAD_FAST L LOAD_FAST u LOAD_FAST u BUILD_TUPLE STORE_SUBSCR SETUP_LOOP to 190 LOAD_FAST g LOAD_METHOD iterNeighbors LOAD_FAST u CALL_METHOD GET_ITER FOR_ITER to 188 STORE_FAST v LOAD_CONST -1 LOAD_FAST L LOAD_FAST u LOAD_FAST v BUILD_TUPLE STORE_SUBSCR LOAD_CONST -1 LOAD_FAST L LOAD_FAST v LOAD_FAST u BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD pinv LOAD_FAST L CALL_METHOD LOAD_METHOD diagonal CALL_METHOD STORE_FAST pinv SETUP_LOOP to 256 LOAD_FAST g LOAD_METHOD iterNodes CALL_METHOD GET_ITER FOR_ITER to 254 STORE_FAST u LOAD_FAST self LOAD_METHOD assertLessEqual LOAD_GLOBAL abs LOAD_FAST apx LOAD_FAST u BINARY_SUBSCR LOAD_FAST pinv LOAD_FAST u BINARY_SUBSCR BINARY_SUBTRACT CALL_FUNCTION LOAD_FAST eps CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD setSeed LOAD_CONST 42 LOAD_CONST False CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR generators LOAD_METHOD ErdosRenyiGenerator LOAD_CONST 300 LOAD_CONST 0.1 LOAD_CONST False CALL_METHOD LOAD_METHOD generate CALL_METHOD STORE_FAST g LOAD_FAST g LOAD_METHOD indexEdges CALL_METHOD POP_TOP LOAD_CONST 0.1 STORE_FAST eps LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ApproxSpanningEdge LOAD_FAST g LOAD_FAST eps CALL_METHOD STORE_FAST apx LOAD_FAST apx LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD SpanningEdgeCentrality LOAD_FAST g LOAD_FAST eps CALL_METHOD STORE_FAST se LOAD_FAST se LOAD_METHOD runParallelApproximation CALL_METHOD POP_TOP SETUP_LOOP to 144 LOAD_GLOBAL zip LOAD_FAST apx LOAD_METHOD scores CALL_METHOD LOAD_FAST se LOAD_METHOD scores CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 142 UNPACK_SEQUENCE STORE_FAST apxScore STORE_FAST exactScore LOAD_FAST self LOAD_METHOD assertLessEqual LOAD_GLOBAL abs LOAD_FAST apxScore LOAD_FAST exactScore BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 2 LOAD_FAST eps BINARY_MULTIPLY CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Betweenness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Betweenness LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD edgeScores CALL_METHOD CALL_FUNCTION LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST CLL LOAD_METHOD centralization CALL_METHOD LOAD_CONST 1.22 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CLL LOAD_METHOD maximum CALL_METHOD LOAD_CONST 28.0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Closeness LOAD_FAST self LOAD_ATTR L LOAD_CONST True LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ClosenessVariant LOAD_ATTR GENERALIZED CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Closeness LOAD_FAST self LOAD_ATTR LL LOAD_CONST True LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ClosenessVariant LOAD_ATTR GENERALIZED CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ApproxCloseness LOAD_FAST self LOAD_ATTR L LOAD_CONST 50 LOAD_CONST True LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ClosenessVariant LOAD_ATTR GENERALIZED CALL_METHOD STORE_FAST apr LOAD_FAST apr LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Closeness LOAD_FAST self LOAD_ATTR L LOAD_CONST True LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ClosenessVariant LOAD_ATTR GENERALIZED CALL_METHOD STORE_FAST ex LOAD_FAST ex LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST apr LOAD_METHOD ranking CALL_METHOD LOAD_FAST ex LOAD_METHOD ranking CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST apr LOAD_METHOD getSquareErrorEstimates CALL_METHOD LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD CoreDecomposition LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP SETUP_EXCEPT to 42 LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD CoreDecomposition LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_GLOBAL RuntimeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_FAST copy LOAD_FAST copy LOAD_METHOD deepcopy LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST tmp LOAD_FAST tmp LOAD_METHOD removeSelfLoops CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD CoreDecomposition LOAD_FAST tmp CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST self LOAD_METHOD checkCovers LOAD_FAST CL LOAD_METHOD getCover CALL_METHOD LOAD_FAST CLL LOAD_METHOD getCover CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 136 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ComplexPaths LOAD_FAST self LOAD_ATTR L LOAD_CONST 3 CALL_METHOD STORE_FAST CP LOAD_FAST CP LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST CP LOAD_METHOD getPLci CALL_METHOD STORE_FAST res LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST res CALL_FUNCTION LOAD_FAST self LOAD_ATTR L LOAD_METHOD numberOfNodes CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD Graph LOAD_CONST 8 CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 2 LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 2 LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 3 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 4 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 4 LOAD_CONST 7 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 5 LOAD_CONST 6 CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 6 LOAD_CONST 7 CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ComplexPaths LOAD_FAST G LOAD_CONST 2 LOAD_CONST 'singleNode' LOAD_CONST 0 CALL_METHOD STORE_FAST CP LOAD_FAST CP LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST CP LOAD_METHOD getAdopters CALL_METHOD STORE_FAST res LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST res LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD Graph LOAD_CONST 8 LOAD_CONST False LOAD_CONST False CALL_METHOD STORE_FAST g LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 0 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 2 LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 2 LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 3 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 4 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 5 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 5 LOAD_CONST 6 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 5 LOAD_CONST 7 CALL_METHOD POP_TOP LOAD_FAST g LOAD_METHOD addEdge LOAD_CONST 7 LOAD_CONST 7 CALL_METHOD POP_TOP LOAD_CONST 2.0 LOAD_CONST 1.0 LOAD_CONST 4.0 LOAD_CONST 2.0 LOAD_CONST 2.0 LOAD_CONST 5.0 LOAD_CONST 1.0 LOAD_CONST 1.0 BUILD_LIST STORE_FAST expected_result LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DegreeCentrality LOAD_FAST g CALL_METHOD LOAD_METHOD run CALL_METHOD LOAD_METHOD scores CALL_METHOD STORE_FAST dc LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST expected_result LOAD_FAST dc CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynBetweenness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST dyn LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Betweenness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST ex LOAD_FAST dyn LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST ex LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST dyn LOAD_METHOD ranking CALL_METHOD LOAD_FAST ex LOAD_METHOD ranking CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST dyn LOAD_METHOD scores CALL_METHOD LOAD_FAST ex LOAD_METHOD scores CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST dyn LOAD_METHOD score LOAD_CONST 0 CALL_METHOD LOAD_FAST ex LOAD_METHOD score LOAD_CONST 0 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD Graph LOAD_CONST 4 CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynBetweenness LOAD_FAST G CALL_METHOD STORE_FAST dyn LOAD_FAST dyn LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_METHOD GraphEvent LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_ATTR GraphEventType LOAD_ATTR EDGE_ADDITION LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 4.0 CALL_METHOD STORE_FAST up1 LOAD_FAST dyn LOAD_METHOD update LOAD_FAST up1 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST dyn LOAD_METHOD ranking CALL_METHOD LOAD_CONST (0, 2.0) LOAD_CONST (1, 0.0) LOAD_CONST (2, 0.0) LOAD_CONST (3, 0.0) BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD Graph LOAD_CONST 4 CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD addEdge LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynBetweenness LOAD_FAST G CALL_METHOD STORE_FAST dyn LOAD_FAST dyn LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_METHOD GraphEvent LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_ATTR GraphEventType LOAD_ATTR EDGE_ADDITION LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 1.0 CALL_METHOD STORE_FAST up2 LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_METHOD GraphEvent LOAD_GLOBAL nk LOAD_ATTR dynamics LOAD_ATTR GraphEventType LOAD_ATTR EDGE_ADDITION LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1.0 CALL_METHOD STORE_FAST up3 LOAD_FAST dyn LOAD_METHOD updateBatch LOAD_FAST up2 LOAD_FAST up3 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST dyn LOAD_METHOD ranking CALL_METHOD LOAD_CONST (1, 2.0) LOAD_CONST (0, 0.0) LOAD_CONST (2, 0.0) LOAD_CONST (3, 0.0) BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynApproxBetweenness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST dyn LOAD_FAST dyn LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST dyn LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_CONST 9 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST dyn LOAD_METHOD scores CALL_METHOD CALL_FUNCTION LOAD_CONST 9 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST dyn LOAD_METHOD score LOAD_CONST 0 CALL_METHOD LOAD_CONST 0.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST dyn LOAD_METHOD getNumberOfSamples CALL_METHOD LOAD_CONST 63026 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynKatzCentrality LOAD_FAST self LOAD_ATTR L LOAD_CONST 9 CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_CONST 9 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_METHOD top CALL_METHOD LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST CL LOAD_METHOD bound LOAD_CONST 0 CALL_METHOD LOAD_CONST 0.62 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST CL LOAD_METHOD areDistinguished LOAD_CONST 0 LOAD_CONST 8 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 5 STORE_FAST k LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD DynTopHarmonicCloseness LOAD_FAST self LOAD_ATTR L LOAD_FAST k LOAD_CONST False CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST thc LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD HarmonicCloseness LOAD_FAST self LOAD_ATTR L LOAD_CONST False CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST hc LOAD_FAST thc LOAD_METHOD ranking CALL_METHOD STORE_FAST score LOAD_FAST hc LOAD_METHOD ranking CALL_METHOD STORE_FAST refScore SETUP_LOOP to 112 LOAD_GLOBAL range LOAD_FAST k CALL_FUNCTION GET_ITER FOR_ITER to 110 STORE_FAST i LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST score LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST refScore LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0.5 LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST thc LOAD_METHOD topkNodesList CALL_METHOD LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 6 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 5.833 LOAD_CONST 5.416 LOAD_CONST 5.333 LOAD_CONST 4.916 LOAD_CONST 4.916 BUILD_LIST STORE_FAST topK SETUP_LOOP to 198 LOAD_GLOBAL range LOAD_FAST k CALL_FUNCTION GET_ITER FOR_ITER to 196 STORE_FAST i LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST thc LOAD_METHOD topkScoresList CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_FAST topK LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0.5 LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD EigenvectorCentrality LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD EigenvectorCentrality LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD EstimateBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 50 CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_CONST 9 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR engineering LOAD_METHOD setSeed LOAD_CONST 42 LOAD_CONST False CALL_METHOD POP_TOP LOAD_CONST 0.05 STORE_FAST eps LOAD_GLOBAL nk LOAD_ATTR generators LOAD_METHOD HyperbolicGenerator LOAD_CONST 200 CALL_METHOD LOAD_METHOD generate CALL_METHOD STORE_FAST g LOAD_GLOBAL nk LOAD_ATTR graphtools LOAD_METHOD augmentGraph LOAD_FAST g CALL_METHOD STORE_FAST root LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ForestCentrality LOAD_FAST g LOAD_FAST root LOAD_FAST eps CALL_METHOD STORE_FAST fc LOAD_FAST fc LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST fc LOAD_METHOD getDiagonal CALL_METHOD STORE_FAST apxDiag LOAD_GLOBAL nk LOAD_ATTR algebraic LOAD_METHOD adjacencyMatrix LOAD_FAST g LOAD_CONST 'dense' CALL_METHOD STORE_FAST A LOAD_GLOBAL scipy LOAD_ATTR sparse LOAD_ATTR csgraph LOAD_METHOD laplacian LOAD_FAST A CALL_METHOD STORE_FAST Fmat LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD pinv LOAD_FAST Fmat CALL_METHOD LOAD_METHOD diagonal CALL_METHOD STORE_FAST diag SETUP_LOOP to 166 LOAD_GLOBAL zip LOAD_FAST apxDiag LOAD_FAST diag CALL_FUNCTION GET_ITER FOR_ITER to 164 UNPACK_SEQUENCE STORE_FAST apx STORE_FAST exact LOAD_FAST self LOAD_METHOD assertLessEqual LOAD_GLOBAL abs LOAD_FAST apx LOAD_FAST exact BINARY_SUBTRACT CALL_FUNCTION LOAD_FAST eps CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST (2, 0.05) UNPACK_SEQUENCE STORE_FAST k STORE_FAST epsilon LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GedWalk LOAD_FAST self LOAD_ATTR L LOAD_FAST k LOAD_FAST epsilon CALL_METHOD STORE_FAST gedw LOAD_FAST gedw LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST gedw LOAD_METHOD getApproximateScore CALL_METHOD LOAD_FAST gedw LOAD_METHOD groupMaxGedWalk CALL_METHOD ROT_TWO STORE_FAST apxScore STORE_FAST group LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST apxScore LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_GLOBAL set LOAD_FAST group CALL_FUNCTION CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST apxScore LOAD_FAST gedw LOAD_METHOD scoreOfGroup LOAD_FAST group CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR readGraph LOAD_CONST 'input/MIT8.edgelist' LOAD_GLOBAL nk LOAD_ATTR Format LOAD_ATTR EdgeList LOAD_CONST '\t' LOAD_CONST 0 LOAD_CONST False LOAD_CONST False LOAD_CONST ('separator', 'firstNode', 'continuous', 'directed') CALL_FUNCTION STORE_FAST g LOAD_GLOBAL nk LOAD_ATTR components LOAD_METHOD ConnectedComponents LOAD_FAST g CALL_METHOD LOAD_METHOD extractLargestConnectedComponent LOAD_FAST g LOAD_CONST True CALL_METHOD STORE_FAST g LOAD_CONST 5 STORE_FAST k LOAD_GLOBAL nk LOAD_ATTR engineering LOAD_METHOD setSeed LOAD_CONST 42 LOAD_CONST False CALL_METHOD POP_TOP SETUP_LOOP to 212 LOAD_CONST (False, True) GET_ITER FOR_ITER to 210 STORE_FAST weighted LOAD_GLOBAL set CALL_FUNCTION STORE_FAST group SETUP_LOOP to 116 LOAD_GLOBAL len LOAD_FAST group CALL_FUNCTION LOAD_FAST k COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST group LOAD_METHOD add LOAD_GLOBAL nk LOAD_ATTR graphtools LOAD_METHOD randomNode LOAD_FAST g CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupClosenessGrowShrink LOAD_FAST g LOAD_FAST group CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST gc LOAD_FAST gc LOAD_METHOD groupMaxCloseness CALL_METHOD STORE_FAST groupMaxCC LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_GLOBAL set LOAD_FAST groupMaxCC CALL_FUNCTION CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST gc LOAD_METHOD numberOfIterations CALL_METHOD LOAD_CONST 0 CALL_METHOD POP_TOP SETUP_LOOP to 208 LOAD_FAST groupMaxCC GET_ITER FOR_ITER to 206 STORE_FAST u LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST g LOAD_METHOD hasNode LOAD_FAST u CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ApproxGroupBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 3 LOAD_CONST 0.5 CALL_METHOD STORE_FAST gc LOAD_FAST gc LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST gc LOAD_METHOD groupMaxBetweenness CALL_METHOD CALL_FUNCTION LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD ApproxGroupBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 3 LOAD_CONST 0.5 CALL_METHOD STORE_FAST gc LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST gc LOAD_METHOD scoreOfGroup LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_CONST 14.0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupCloseness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST gc LOAD_FAST gc LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST gc LOAD_METHOD groupMaxCloseness CALL_METHOD LOAD_CONST 4 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupCloseness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST gc LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST gc LOAD_METHOD computeFarness LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_CONST 14.0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupCloseness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST gc LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST gc LOAD_METHOD scoreOfGroup LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_CONST 0.43 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupDegree LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST gd LOAD_FAST gd LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST gd LOAD_METHOD getScore CALL_METHOD LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST gd LOAD_METHOD groupMaxDegree CALL_METHOD LOAD_CONST 4 BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupDegree LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST gd LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST gd LOAD_METHOD scoreOfGroup LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD readGraph LOAD_CONST 'input/celegans_metabolic.graph' LOAD_GLOBAL nk LOAD_ATTR Format LOAD_ATTR METIS CALL_METHOD STORE_FAST g LOAD_CONST 5 STORE_FAST k LOAD_GLOBAL nk LOAD_ATTR engineering LOAD_METHOD setSeed LOAD_CONST 42 LOAD_CONST False CALL_METHOD POP_TOP SETUP_LOOP to 182 LOAD_CONST (False, True) GET_ITER FOR_ITER to 180 STORE_FAST weighted LOAD_GLOBAL set CALL_FUNCTION STORE_FAST group SETUP_LOOP to 86 LOAD_GLOBAL len LOAD_FAST group CALL_FUNCTION LOAD_FAST k COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST group LOAD_METHOD add LOAD_GLOBAL nk LOAD_ATTR graphtools LOAD_METHOD randomNode LOAD_FAST g CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupClosenessLocalSearch LOAD_FAST g LOAD_FAST group CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST gc LOAD_FAST gc LOAD_METHOD groupMaxCloseness CALL_METHOD STORE_FAST groupMaxCC LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_GLOBAL set LOAD_FAST groupMaxCC CALL_FUNCTION CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP SETUP_LOOP to 162 LOAD_FAST groupMaxCC GET_ITER FOR_ITER to 160 STORE_FAST u LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST g LOAD_METHOD hasNode LOAD_FAST u CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST gc LOAD_METHOD numberOfIterations CALL_METHOD LOAD_CONST 0 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST 5 STORE_FAST k LOAD_GLOBAL nk LOAD_ATTR readGraph LOAD_CONST 'input/MIT8.edgelist' LOAD_GLOBAL nk LOAD_ATTR Format LOAD_ATTR EdgeList LOAD_CONST '\t' LOAD_CONST 0 LOAD_CONST False LOAD_CONST False LOAD_CONST ('separator', 'firstNode', 'continuous', 'directed') CALL_FUNCTION STORE_FAST g LOAD_GLOBAL nk LOAD_ATTR components LOAD_METHOD ConnectedComponents LOAD_FAST g CALL_METHOD LOAD_METHOD extractLargestConnectedComponent LOAD_FAST g LOAD_CONST True CALL_METHOD STORE_FAST g SETUP_LOOP to 198 LOAD_CONST (False, True) GET_ITER FOR_ITER to 196 STORE_FAST weighted LOAD_GLOBAL set CALL_FUNCTION STORE_FAST group SETUP_LOOP to 102 LOAD_GLOBAL len LOAD_FAST group CALL_FUNCTION LOAD_FAST k COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST group LOAD_METHOD add LOAD_GLOBAL nk LOAD_ATTR graphtools LOAD_METHOD randomNode LOAD_FAST g CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupClosenessLocalSwaps LOAD_FAST g LOAD_FAST group CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST gc LOAD_FAST gc LOAD_METHOD groupMaxCloseness CALL_METHOD STORE_FAST groupMaxCC LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_GLOBAL set LOAD_FAST groupMaxCC CALL_FUNCTION CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST gc LOAD_METHOD numberOfSwaps CALL_METHOD LOAD_CONST 0 CALL_METHOD POP_TOP SETUP_LOOP to 194 LOAD_FAST groupMaxCC GET_ITER FOR_ITER to 192 STORE_FAST u LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST g LOAD_METHOD hasNode LOAD_FAST u CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST (50, 0.2, 5) UNPACK_SEQUENCE STORE_FAST n STORE_FAST p STORE_FAST k LOAD_GLOBAL nk LOAD_ATTR engineering LOAD_METHOD setSeed LOAD_CONST 42 LOAD_CONST True CALL_METHOD POP_TOP SETUP_LOOP to 188 LOAD_CONST (False, True) GET_ITER FOR_ITER to 186 STORE_FAST directed SETUP_LOOP to 184 LOAD_CONST (False, True) GET_ITER FOR_ITER to 182 STORE_FAST weighted LOAD_GLOBAL nk LOAD_ATTR generators LOAD_METHOD ErdosRenyiGenerator LOAD_FAST n LOAD_FAST p LOAD_FAST directed CALL_METHOD LOAD_METHOD generate CALL_METHOD STORE_DEREF g LOAD_FAST weighted POP_JUMP_IF_FALSE LOAD_GLOBAL nk LOAD_ATTR graphtools LOAD_METHOD toWeighted LOAD_DEREF g CALL_METHOD STORE_DEREF g LOAD_DEREF g LOAD_METHOD forEdges LOAD_CLOSURE g BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8af125e150, file "f.py", line 434> LOAD_CONST 'TestCentrality.testGroupHarmonicClosenessCentrality.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD GroupHarmonicCloseness LOAD_DEREF g LOAD_FAST k CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST ghc LOAD_FAST ghc LOAD_METHOD groupMaxHarmonicCloseness CALL_METHOD STORE_FAST group LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST group CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_GLOBAL set LOAD_FAST group CALL_FUNCTION CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST ghc LOAD_METHOD scoreOfGroup LOAD_DEREF g LOAD_FAST group CALL_METHOD LOAD_CONST 0 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF g LOAD_METHOD setWeight LOAD_FAST u LOAD_FAST v LOAD_GLOBAL random LOAD_METHOD random CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR KadabraBetweenness LOAD_FAST self LOAD_ATTR L LOAD_CONST 0.01 LOAD_CONST 0.1 LOAD_CONST 3 LOAD_CONST ('err', 'delta', 'k') CALL_FUNCTION STORE_FAST KB LOAD_FAST KB LOAD_METHOD run CALL_METHOD POP_TOP SETUP_LOOP to 124 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST KB LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 122 STORE_FAST i LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST KB LOAD_METHOD ranking CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST KB LOAD_METHOD topkNodesList CALL_METHOD LOAD_FAST i BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST KB LOAD_METHOD ranking CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST KB LOAD_METHOD topkScoresList CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0.1 LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0.0 LOAD_CONST 0.397 LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 0.896 LOAD_CONST 0.0 LOAD_CONST 0.844 LOAD_CONST 0.395 LOAD_CONST 0.0 BUILD_LIST STORE_FAST scores SETUP_LOOP to 198 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR L LOAD_METHOD numberOfNodes CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 196 STORE_FAST i LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST KB LOAD_METHOD scores CALL_METHOD LOAD_FAST i BINARY_SUBSCR LOAD_FAST scores LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0.1 LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST KB LOAD_METHOD getNumberOfIterations CALL_METHOD LOAD_CONST 10000 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_FAST KB LOAD_METHOD getOmega CALL_METHOD LOAD_CONST 10000 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD KPathCentrality LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD KPathCentrality LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD KatzCentrality LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD KatzCentrality LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LaplacianCentrality LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST LC LOAD_FAST LC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LaplacianCentrality LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST LCC LOAD_FAST LCC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST LC LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST LCC LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LocalClusteringCoefficient LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST LCC LOAD_FAST LCC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LaplacianCentrality LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST LCCC LOAD_FAST LCCC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST LCC LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST LCCC LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR structures LOAD_METHOD Partition LOAD_CONST 9 CALL_METHOD STORE_FAST part LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 1 LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 1 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LocalPartitionCoverage LOAD_FAST self LOAD_ATTR L LOAD_FAST part CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD PageRank LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD PageRank LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_ATTR norm LOAD_FAST CLL LOAD_ATTR norm CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_ATTR maxIterations LOAD_FAST CLL LOAD_ATTR maxIterations CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR Norm LOAD_ATTR L2_NORM STORE_FAST norm LOAD_CONST 2 STORE_FAST maxIters LOAD_FAST norm LOAD_FAST CL STORE_ATTR norm LOAD_FAST maxIters LOAD_FAST CL STORE_ATTR maxIterations LOAD_FAST norm LOAD_FAST CLL STORE_ATTR norm LOAD_FAST maxIters LOAD_FAST CLL STORE_ATTR maxIterations LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_ATTR norm LOAD_FAST CLL LOAD_ATTR norm CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST CL LOAD_ATTR maxIterations LOAD_FAST CLL LOAD_ATTR maxIterations CALL_METHOD POP_TOP LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertLessEqual LOAD_FAST CL LOAD_METHOD numberOfIterations CALL_METHOD LOAD_FAST maxIters CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertLessEqual LOAD_FAST CLL LOAD_METHOD numberOfIterations CALL_METHOD LOAD_FAST maxIters CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR structures LOAD_METHOD Partition LOAD_CONST 9 CALL_METHOD STORE_FAST part LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 0 LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 1 LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST part LOAD_METHOD addToSubset LOAD_CONST 1 LOAD_CONST 5 CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD PermanenceCentrality LOAD_FAST self LOAD_ATTR L LOAD_FAST part CALL_METHOD STORE_FAST PC LOAD_FAST PC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST PC LOAD_METHOD getIntraClustering LOAD_CONST 0 CALL_METHOD LOAD_CONST 0.0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST PC LOAD_METHOD getPermanence LOAD_CONST 0 CALL_METHOD LOAD_CONST -1.0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD PageRank LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD PageRank LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD rankPerNode LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD rankPerNode LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_METHOD Graph CALL_METHOD STORE_DEREF g LOAD_DEREF g LOAD_METHOD addNodes LOAD_CONST 7 CALL_METHOD POP_TOP LOAD_CONST (0, 1) LOAD_CONST (1, 2) LOAD_CONST (2, 3) LOAD_CONST (0, 3) LOAD_CONST (3, 4) LOAD_CONST (4, 5) LOAD_CONST (5, 6) LOAD_CONST (6, 3) BUILD_LIST STORE_FAST edges LOAD_CLOSURE g BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8af125ea50, file "f.py", line 550> LOAD_CONST 'TestCentrality.testSquareClusteringCoefficient.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST edges GET_ITER CALL_FUNCTION POP_TOP LOAD_CONST 0.3333333333333333 LOAD_CONST 1.0 LOAD_CONST 0.3333333333333333 LOAD_CONST 0.2 LOAD_CONST 0.3333333333333333 LOAD_CONST 1.0 LOAD_CONST 0.3333333333333333 BUILD_LIST STORE_FAST expected_result LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD LocalSquareClusteringCoefficient LOAD_DEREF g CALL_METHOD LOAD_METHOD run CALL_METHOD LOAD_METHOD scores CALL_METHOD STORE_FAST scores LOAD_FAST self LOAD_METHOD assertListEqual LOAD_FAST expected_result LOAD_FAST scores CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST edge LOAD_DEREF g LOAD_ATTR addEdge LOAD_FAST edge CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD SciPyPageRank LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD SciPyPageRank LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD SciPyEVZ LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD SciPyEVZ LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Betweenness LOAD_FAST self LOAD_ATTR L CALL_METHOD STORE_FAST CL LOAD_FAST CL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Betweenness LOAD_FAST self LOAD_ATTR LL CALL_METHOD STORE_FAST CLL LOAD_FAST CLL LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD relativeRankErrors LOAD_FAST CL LOAD_METHOD ranking CALL_METHOD LOAD_FAST CLL LOAD_METHOD ranking CALL_METHOD CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD Closeness LOAD_DEREF self LOAD_ATTR L LOAD_CONST True LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_ATTR ClosenessVariant LOAD_ATTR GENERALIZED CALL_METHOD STORE_DEREF CC LOAD_DEREF CC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_CONST 5 STORE_DEREF k LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD TopCloseness LOAD_DEREF self LOAD_ATTR L LOAD_DEREF k LOAD_CONST True LOAD_CONST True CALL_METHOD STORE_DEREF TC1 LOAD_DEREF TC1 LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD TopCloseness LOAD_DEREF self LOAD_ATTR L LOAD_DEREF k LOAD_CONST True LOAD_CONST False CALL_METHOD STORE_DEREF TC2 LOAD_DEREF TC2 LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD TopCloseness LOAD_DEREF self LOAD_ATTR L LOAD_DEREF k LOAD_CONST False LOAD_CONST True CALL_METHOD STORE_DEREF TC3 LOAD_DEREF TC3 LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD TopCloseness LOAD_DEREF self LOAD_ATTR L LOAD_DEREF k LOAD_CONST False LOAD_CONST False CALL_METHOD STORE_DEREF TC4 LOAD_DEREF TC4 LOAD_METHOD run CALL_METHOD POP_TOP LOAD_CLOSURE TC1 LOAD_CLOSURE TC2 LOAD_CLOSURE TC3 LOAD_CLOSURE TC4 LOAD_CLOSURE k LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object testTopKLists at 0x7f8af125ee40, file "f.py", line 595> LOAD_CONST 'TestCentrality.testTopCloseness.<locals>.testTopKLists' MAKE_FUNCTION STORE_FAST testTopKLists LOAD_CLOSURE CC LOAD_CLOSURE TC1 LOAD_CLOSURE TC2 LOAD_CLOSURE TC3 LOAD_CLOSURE TC4 LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object testTopKRanking at 0x7f8af13f8030, file "f.py", line 614> LOAD_CONST 'TestCentrality.testTopCloseness.<locals>.testTopKRanking' MAKE_FUNCTION STORE_FAST testTopKRanking LOAD_FAST testTopKLists LOAD_CONST False CALL_FUNCTION POP_TOP LOAD_FAST testTopKLists LOAD_CONST True CALL_FUNCTION POP_TOP LOAD_FAST testTopKRanking LOAD_CONST False CALL_FUNCTION POP_TOP LOAD_FAST testTopKRanking LOAD_CONST True CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST with_trail POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC1 LOAD_METHOD topkNodesList CALL_METHOD CALL_FUNCTION LOAD_DEREF k CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC2 LOAD_METHOD topkNodesList CALL_METHOD CALL_FUNCTION LOAD_DEREF k CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC3 LOAD_METHOD topkNodesList CALL_METHOD CALL_FUNCTION LOAD_DEREF k CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC4 LOAD_METHOD topkNodesList CALL_METHOD CALL_FUNCTION LOAD_DEREF k CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC1 LOAD_METHOD topkNodesList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF TC1 LOAD_METHOD topkScoresList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC2 LOAD_METHOD topkNodesList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF TC2 LOAD_METHOD topkScoresList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC3 LOAD_METHOD topkNodesList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF TC3 LOAD_METHOD topkScoresList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_DEREF TC4 LOAD_METHOD topkNodesList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF TC4 LOAD_METHOD topkScoresList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object zip_ranking at 0x7f8af125eed0, file "f.py", line 615> LOAD_CONST 'TestCentrality.testTopCloseness.<locals>.testTopKRanking.<locals>.zip_ranking' MAKE_FUNCTION STORE_FAST zip_ranking LOAD_GLOBAL len LOAD_DEREF TC1 LOAD_METHOD topkNodesList LOAD_FAST with_trail CALL_METHOD CALL_FUNCTION STORE_FAST length LOAD_DEREF self LOAD_METHOD assertEqual LOAD_DEREF CC LOAD_METHOD ranking CALL_METHOD LOAD_CONST None LOAD_FAST length BUILD_SLICE BINARY_SUBSCR LOAD_FAST zip_ranking LOAD_DEREF TC1 LOAD_METHOD topkNodesList CALL_METHOD LOAD_DEREF TC1 LOAD_METHOD topkScoresList CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_DEREF CC LOAD_METHOD ranking CALL_METHOD LOAD_CONST None LOAD_FAST length BUILD_SLICE BINARY_SUBSCR LOAD_FAST zip_ranking LOAD_DEREF TC2 LOAD_METHOD topkNodesList CALL_METHOD LOAD_DEREF TC2 LOAD_METHOD topkScoresList CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_DEREF CC LOAD_METHOD ranking CALL_METHOD LOAD_CONST None LOAD_FAST length BUILD_SLICE BINARY_SUBSCR LOAD_FAST zip_ranking LOAD_DEREF TC3 LOAD_METHOD topkNodesList CALL_METHOD LOAD_DEREF TC3 LOAD_METHOD topkScoresList CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD assertEqual LOAD_DEREF CC LOAD_METHOD ranking CALL_METHOD LOAD_CONST None LOAD_FAST length BUILD_SLICE BINARY_SUBSCR LOAD_FAST zip_ranking LOAD_DEREF TC4 LOAD_METHOD topkNodesList CALL_METHOD LOAD_DEREF TC4 LOAD_METHOD topkScoresList CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7f8af125ef60, file "f.py", line 616> LOAD_CONST 'TestCentrality.testTopCloseness.<locals>.testTopKRanking.<locals>.zip_ranking.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST nodes LOAD_FAST scores CALL_FUNCTION GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST node STORE_FAST score LOAD_FAST node LOAD_FAST score BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD HarmonicCloseness LOAD_FAST self LOAD_ATTR L LOAD_CONST False CALL_METHOD STORE_FAST CC LOAD_FAST CC LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST CC LOAD_METHOD scores CALL_METHOD STORE_FAST scores LOAD_CONST 1e-06 STORE_FAST tol LOAD_CONST 5 STORE_FAST k SETUP_LOOP to 270 LOAD_CONST (True, False) GET_ITER FOR_ITER to 268 STORE_FAST useNBbound LOAD_GLOBAL nk LOAD_ATTR centrality LOAD_METHOD TopHarmonicCloseness LOAD_FAST self LOAD_ATTR L LOAD_FAST k LOAD_FAST useNBbound CALL_METHOD LOAD_METHOD run CALL_METHOD STORE_FAST thc LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST thc LOAD_METHOD topkNodesList CALL_METHOD CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST thc LOAD_METHOD topkScoresList CALL_METHOD CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_GLOBAL len LOAD_FAST thc LOAD_METHOD topkNodesList LOAD_CONST True CALL_METHOD CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertGreaterEqual LOAD_GLOBAL len LOAD_FAST thc LOAD_METHOD topkScoresList LOAD_CONST True CALL_METHOD CALL_FUNCTION LOAD_FAST k CALL_METHOD POP_TOP SETUP_LOOP to 212 LOAD_GLOBAL zip LOAD_FAST thc LOAD_METHOD topkNodesList LOAD_CONST True CALL_METHOD LOAD_FAST thc LOAD_METHOD topkScoresList LOAD_CONST True CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 210 UNPACK_SEQUENCE STORE_FAST node STORE_FAST score LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST score LOAD_FAST scores LOAD_FAST node BINARY_SUBSCR LOAD_FAST tol LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 266 LOAD_GLOBAL zip LOAD_FAST thc LOAD_METHOD topkScoresList LOAD_CONST True CALL_METHOD LOAD_GLOBAL sorted LOAD_FAST scores LOAD_CONST True LOAD_CONST ('reverse',) CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 264 UNPACK_SEQUENCE STORE_FAST score_thc STORE_FAST score LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST score_thc LOAD_FAST score LOAD_FAST tol LOAD_CONST ('delta',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
import unittest import os import networkit as nk import numpy as np import scipy import random class TestCentrality(unittest.TestCase): def checkCovers(self, c1, c2): if not c1.numberOfElements() == c2.numberOfElements(): return False if not c1.numberOfSubsets() == c2.numberOfSubsets(): return False for i in range(0, c1.numberOfElements()): if not c1.subsetsOf(i) == c2.subsetsOf(i): return False return True def setUp(self): self.L = nk.readGraph( "input/looptest1.gml", nk.Format.GML ) # without self-loops self.LL = nk.readGraph( "input/looptest2.gml", nk.Format.GML ) # with self-loops sprinkled in def testApproxBetweenness(self): CL = nk.centrality.ApproxBetweenness(self.L, epsilon=0.01, delta=0.1) CL.run() CLL = nk.centrality.ApproxBetweenness(self.LL, epsilon=0.01, delta=0.1) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) for i in range(len(CL.ranking())): self.assertAlmostEqual( CL.ranking()[i][1], CLL.ranking()[i][1], delta=0.2 * CL.ranking()[i][1] ) def testApproxBetweennessNumberOfSamples(self): CL = nk.centrality.ApproxBetweenness(self.L, epsilon=0.01, delta=0.1) CL.run() self.assertEqual(CL.numberOfSamples(), 63026) def testApproxElectricalCloseness(self): for seed in [1, 2, 3]: nk.engineering.setSeed(seed, True) g = nk.generators.ErdosRenyiGenerator(50, 0.15, False).generate() g = nk.components.ConnectedComponents(g).extractLargestConnectedComponent( g, True ) eps = 0.1 apx = nk.centrality.ApproxElectricalCloseness(g, eps).run().getDiagonal() L = np.zeros((g.numberOfNodes(), g.numberOfNodes())) for u in g.iterNodes(): L[u, u] = g.degree(u) for v in g.iterNeighbors(u): L[u, v] = -1 L[v, u] = -1 pinv = np.linalg.pinv(L).diagonal() for u in g.iterNodes(): self.assertLessEqual(abs(apx[u] - pinv[u]), eps) def testApproxSpanningEdge(self): nk.setSeed(42, False) g = nk.generators.ErdosRenyiGenerator(300, 0.1, False).generate() g.indexEdges() eps = 0.1 apx = nk.centrality.ApproxSpanningEdge(g, eps) apx.run() se = nk.centrality.SpanningEdgeCentrality(g, eps) se.runParallelApproximation() for apxScore, exactScore in zip(apx.scores(), se.scores()): self.assertLessEqual(abs(apxScore - exactScore), 2 * eps) def testBetweenness(self): CL = nk.centrality.Betweenness(self.L) CL.run() CLL = nk.centrality.Betweenness(self.LL) CLL.run() self.assertEqual(CL.ranking(), CLL.ranking()) self.assertEqual(len(CLL.edgeScores()), 0) self.assertAlmostEqual(CLL.centralization(), 1.22, 2) self.assertEqual(CLL.maximum(), 28.0) def testCloseness(self): CL = nk.centrality.Closeness( self.L, True, nk.centrality.ClosenessVariant.GENERALIZED ) CL.run() CLL = nk.centrality.Closeness( self.LL, True, nk.centrality.ClosenessVariant.GENERALIZED ) CLL.run() self.assertEqual(CL.ranking(), CLL.ranking()) def testClosenessApprox(self): apr = nk.centrality.ApproxCloseness( self.L, 50, True, nk.centrality.ClosenessVariant.GENERALIZED ) apr.run() ex = nk.centrality.Closeness( self.L, True, nk.centrality.ClosenessVariant.GENERALIZED ) ex.run() self.assertListEqual(apr.ranking(), ex.ranking()) self.assertListEqual( apr.getSquareErrorEstimates(), [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] ) def testCoreDecomposition(self): CL = nk.centrality.CoreDecomposition(self.L) CL.run() try: CLL = nk.centrality.CoreDecomposition(self.LL) except RuntimeError: import copy tmp = copy.deepcopy(self.LL) tmp.removeSelfLoops() CLL = nk.centrality.CoreDecomposition(tmp) CLL.run() self.assertTrue(self.checkCovers(CL.getCover(), CLL.getCover())) def testComplexPathsAllNodes(self): CP = nk.centrality.ComplexPaths(self.L, 3) CP.run() res = CP.getPLci() self.assertEqual(len(res), self.L.numberOfNodes()) def testComplexPathsSingleNode(self): G = nk.Graph(8) G.addEdge(0, 2) G.addEdge(1, 2) G.addEdge(2, 3) G.addEdge(2, 4) G.addEdge(3, 5) G.addEdge(4, 5) G.addEdge(4, 7) G.addEdge(5, 6) G.addEdge(6, 7) CP = nk.centrality.ComplexPaths(G, 2, "singleNode", 0) CP.run() res = CP.getAdopters() self.assertListEqual(res, [0, 2]) def testDegreeCentrality(self): g = nk.Graph(8, False, False) g.addEdge(0, 2) g.addEdge(0, 5) g.addEdge(1, 2) g.addEdge(2, 3) g.addEdge(2, 2) g.addEdge(2, 4) g.addEdge(3, 5) g.addEdge(4, 5) g.addEdge(5, 5) g.addEdge(5, 6) g.addEdge(5, 7) g.addEdge(7, 7) expected_result = [2.0, 1.0, 4.0, 2.0, 2.0, 5.0, 1.0, 1.0] dc = nk.centrality.DegreeCentrality(g).run().scores() self.assertListEqual(expected_result, dc) def testDynBetweennessRun(self): dyn = nk.centrality.DynBetweenness(self.L) ex = nk.centrality.Betweenness(self.L) dyn.run() ex.run() self.assertListEqual(dyn.ranking(), ex.ranking()) self.assertListEqual(dyn.scores(), ex.scores()) self.assertEqual(dyn.score(0), ex.score(0)) def testDynBetweennessUpdate(self): G = nk.Graph(4) G.addEdge(0, 1) dyn = nk.centrality.DynBetweenness(G) dyn.run() up1 = nk.dynamics.GraphEvent( nk.dynamics.GraphEventType.EDGE_ADDITION, 0, 3, 4.0 ) dyn.update(up1) self.assertListEqual(dyn.ranking(), [(0, 2.0), (1, 0.0), (2, 0.0), (3, 0.0)]) def testDynBetweennessUpdateBatch(self): G = nk.Graph(4) G.addEdge(0, 1) dyn = nk.centrality.DynBetweenness(G) dyn.run() up2 = nk.dynamics.GraphEvent( nk.dynamics.GraphEventType.EDGE_ADDITION, 2, 3, 1.0 ) up3 = nk.dynamics.GraphEvent( nk.dynamics.GraphEventType.EDGE_ADDITION, 1, 3, 1.0 ) dyn.updateBatch([up2, up3]) self.assertListEqual(dyn.ranking(), [(1, 2.0), (0, 0.0), (2, 0.0), (3, 0.0)]) def testDynBetweennessApproxRun(self): dyn = nk.centrality.DynApproxBetweenness(self.L) dyn.run() self.assertEqual(len(dyn.ranking()), 9) self.assertEqual(len(dyn.scores()), 9) self.assertEqual(dyn.score(0), 0.0) self.assertEqual(dyn.getNumberOfSamples(), 63026) """def testDynBetweennessApproxUpdate(self): G = nk.Graph(4) G.addEdge(0,1) dyn = nk.centrality.DynApproxBetweenness(G).run() up1 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 0, 3, 4.0) dyn.update(up1) self.assertListEqual(dyn.ranking(), [(0, 0.0), (1, 0.0), (2, 0.0), (3, 0.0)]) def testDynBetweennessApproxUpdateBatch(self): G = nk.Graph(4) G.addEdge(0,1) dyn = nk.centrality.DynApproxBetweenness(G).run() up2 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 2, 3, 1.0) up3 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 1, 3, 1.0) dyn.updateBatch([up2,up3]) self.assertListEqual(dyn.ranking(), [(0, 0.0), (1, 0.0), (2, 0.0), (3, 0.0)])""" """def testDynBetweennessOneNodeUpdate(self): G = nk.Graph(5) G.addEdge(0,1) dynOne = nk.centrality.DynBetweennessOneNode(G, 4) up1 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 0, 2, 1.0) dynOne.update(up1) self.assertEqual(dynOne.getDistance(0,3), 1.0) self.assertEqual(dynOne.getSigma(0,3), 1.0) self.assertEqual(dynOne.getSigmax(0,3), 1.0) self.assertEqual(dynOne.getbcx(), 4.0) def testDynBetweennessOneNodeUpdates(self): G = nk.Graph(4) G.addEdge(0,1) G.addEdge(2,3) dynOne = nk.centrality.DynBetweennessOneNode(G, 0) dynOne.run() up2 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 0, 2, 1.0) up3 = nk.dynamics.GraphEvent(nk.dynamics.GraphEventType.EDGE_ADDITION, 0, 3, 1.0) dynOne.updateBatch([up2,up3]) self.assertEqual(dynOne.getDistance(0,3), 0.0) self.assertEqual(dynOne.getSigma(0,3), 1.0) self.assertEqual(dynOne.getSigmax(0,3), 1.0) self.assertEqual(dynOne.getbcx(), 4.0) """ def testDynKatzCentrality(self): CL = nk.centrality.DynKatzCentrality(self.L, 9) CL.run() self.assertEqual(len(CL.ranking()), 9) self.assertEqual(CL.top(), 4) self.assertAlmostEqual(CL.bound(0), 0.62, 2) self.assertTrue(CL.areDistinguished(0, 8)) def testDynTopHarmonicCloseness(self): k = 5 thc = nk.centrality.DynTopHarmonicCloseness(self.L, k, False).run() hc = nk.centrality.HarmonicCloseness(self.L, False).run() score = thc.ranking() refScore = hc.ranking() for i in range(k): self.assertAlmostEqual(score[i][1], refScore[i][1], delta=0.5) self.assertListEqual(thc.topkNodesList(), [4, 1, 6, 2, 3]) topK = [5.833, 5.416, 5.333, 4.916, 4.916] for i in range(k): self.assertAlmostEqual(thc.topkScoresList()[i], topK[i], delta=0.5) def testEigenvectorCentrality(self): CL = nk.centrality.EigenvectorCentrality(self.L) CL.run() CLL = nk.centrality.EigenvectorCentrality(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) def testEstimateBetweeness(self): CL = nk.centrality.EstimateBetweenness(self.L, 50) CL.run() self.assertEqual(len(CL.ranking()), 9) def testForest(self): nk.engineering.setSeed(42, False) eps = 0.05 g = nk.generators.HyperbolicGenerator(200).generate() root = nk.graphtools.augmentGraph(g) fc = nk.centrality.ForestCentrality(g, root, eps) fc.run() apxDiag = fc.getDiagonal() A = nk.algebraic.adjacencyMatrix(g, "dense") Fmat = scipy.sparse.csgraph.laplacian(A) diag = np.linalg.pinv(Fmat).diagonal() for apx, exact in zip(apxDiag, diag): self.assertLessEqual(abs(apx - exact), eps) def testGedWalk(self): k, epsilon = 2, 0.05 gedw = nk.centrality.GedWalk(self.L, k, epsilon) gedw.run() apxScore, group = gedw.getApproximateScore(), gedw.groupMaxGedWalk() self.assertGreaterEqual(apxScore, 0) self.assertEqual(len(set(group)), k) self.assertAlmostEqual(apxScore, gedw.scoreOfGroup(group), 1) def testCentralityGroupClosenessGrowShrink(self): g = nk.readGraph( "input/MIT8.edgelist", nk.Format.EdgeList, separator="\t", firstNode=0, continuous=False, directed=False, ) g = nk.components.ConnectedComponents(g).extractLargestConnectedComponent( g, True ) k = 5 nk.engineering.setSeed(42, False) for weighted in [False, True]: group = set() while len(group) < k: group.add(nk.graphtools.randomNode(g)) gc = nk.centrality.GroupClosenessGrowShrink(g, group).run() groupMaxCC = gc.groupMaxCloseness() self.assertEqual(len(set(groupMaxCC)), k) self.assertGreaterEqual(gc.numberOfIterations(), 0) for u in groupMaxCC: self.assertTrue(g.hasNode(u)) def testGroupBetweennessApprox(self): gc = nk.centrality.ApproxGroupBetweenness(self.L, 3, 0.5) gc.run() self.assertEqual(len(gc.groupMaxBetweenness()), 3) def testGroupBetweennessApproxScoreOfGroup(self): gc = nk.centrality.ApproxGroupBetweenness(self.L, 3, 0.5) self.assertEqual(gc.scoreOfGroup([0, 1, 2]), 14.0) def testGroupCloseness(self): gc = nk.centrality.GroupCloseness(self.L) gc.run() self.assertListEqual(gc.groupMaxCloseness(), [4]) def testGroupClosenessFarness(self): gc = nk.centrality.GroupCloseness(self.L) self.assertEqual(gc.computeFarness([0, 1, 2]), 14.0) def testGroupClosenessScoreOfGroup(self): gc = nk.centrality.GroupCloseness(self.L) self.assertAlmostEqual(gc.scoreOfGroup([0, 1, 2]), 0.43, 2) def testGroupDegree(self): gd = nk.centrality.GroupDegree(self.L) gd.run() self.assertEqual(gd.getScore(), 5) self.assertListEqual(gd.groupMaxDegree(), [4]) def testGroupDegreeScoreOfGroup(self): gd = nk.centrality.GroupDegree(self.L) self.assertEqual(gd.scoreOfGroup([0, 1, 2]), 5) def testGroupClosenessLocalSearch(self): g = nk.readGraph("input/celegans_metabolic.graph", nk.Format.METIS) k = 5 nk.engineering.setSeed(42, False) for weighted in [False, True]: group = set() while len(group) < k: group.add(nk.graphtools.randomNode(g)) gc = nk.centrality.GroupClosenessLocalSearch(g, group).run() groupMaxCC = gc.groupMaxCloseness() self.assertEqual(len(set(groupMaxCC)), k) for u in groupMaxCC: self.assertTrue(g.hasNode(u)) self.assertGreaterEqual(gc.numberOfIterations(), 0) def testGroupClosenessLocalSwaps(self): k = 5 g = nk.readGraph( "input/MIT8.edgelist", nk.Format.EdgeList, separator="\t", firstNode=0, continuous=False, directed=False, ) g = nk.components.ConnectedComponents(g).extractLargestConnectedComponent( g, True ) for weighted in [False, True]: group = set() while len(group) < k: group.add(nk.graphtools.randomNode(g)) gc = nk.centrality.GroupClosenessLocalSwaps(g, group).run() groupMaxCC = gc.groupMaxCloseness() self.assertEqual(len(set(groupMaxCC)), k) self.assertGreaterEqual(gc.numberOfSwaps(), 0) for u in groupMaxCC: self.assertTrue(g.hasNode(u)) def testGroupHarmonicClosenessCentrality(self): n, p, k = 50, 0.2, 5 nk.engineering.setSeed(42, True) for directed in [False, True]: for weighted in [False, True]: g = nk.generators.ErdosRenyiGenerator(n, p, directed).generate() if weighted: g = nk.graphtools.toWeighted(g) g.forEdges(lambda u, v, ew, eid: g.setWeight(u, v, random.random())) ghc = nk.centrality.GroupHarmonicCloseness(g, k).run() group = ghc.groupMaxHarmonicCloseness() self.assertEqual(len(group), k) self.assertEqual(len(set(group)), k) self.assertGreaterEqual(ghc.scoreOfGroup(g, group), 0) def testKadabraBetweenness(self): KB = nk.centrality.KadabraBetweenness(self.L, err=0.01, delta=0.1, k=3) KB.run() for i in range(len(KB.ranking())): self.assertEqual(KB.ranking()[i][0], KB.topkNodesList()[i]) self.assertAlmostEqual( KB.ranking()[i][1], KB.topkScoresList()[i], delta=0.1 ) scores = [0.0, 0.397, 0.0, 0.0, 0.896, 0.0, 0.844, 0.395, 0.0] for i in range(self.L.numberOfNodes()): self.assertAlmostEqual(KB.scores()[i], scores[i], delta=0.1) self.assertGreaterEqual(KB.getNumberOfIterations(), 10000) self.assertGreaterEqual(KB.getOmega(), 10000) def testKPathCentrality(self): CL = nk.centrality.KPathCentrality(self.L) CL.run() CLL = nk.centrality.KPathCentrality(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) def testKatzCentrality(self): CL = nk.centrality.KatzCentrality(self.L) CL.run() CLL = nk.centrality.KatzCentrality(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) def testLaplacianCentrality(self): LC = nk.centrality.LaplacianCentrality(self.L) LC.run() LCC = nk.centrality.LaplacianCentrality(self.LL) LCC.run() self.assertEqual(len(LC.ranking()), len(LCC.ranking())) def testLocalClustetingCoefficient(self): LCC = nk.centrality.LocalClusteringCoefficient(self.L) LCC.run() LCCC = nk.centrality.LaplacianCentrality(self.LL) LCCC.run() self.assertEqual(len(LCC.ranking()), len(LCCC.ranking())) def testLocalPartitionCoverage(self): part = nk.structures.Partition(9) part.addToSubset(0, 1) part.addToSubset(0, 2) part.addToSubset(0, 3) part.addToSubset(1, 4) part.addToSubset(1, 5) CL = nk.centrality.LocalPartitionCoverage(self.L, part) CL.run() def testPageRank(self): CL = nk.centrality.PageRank(self.L) CL.run() CLL = nk.centrality.PageRank(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) self.assertEqual(CL.norm, CLL.norm) self.assertEqual(CL.maxIterations, CLL.maxIterations) norm = nk.centrality.Norm.L2_NORM maxIters = 2 CL.norm = norm CL.maxIterations = maxIters CLL.norm = norm CLL.maxIterations = maxIters self.assertEqual(CL.norm, CLL.norm) self.assertEqual(CL.maxIterations, CLL.maxIterations) CL.run() CLL.run() self.assertLessEqual(CL.numberOfIterations(), maxIters) self.assertLessEqual(CLL.numberOfIterations(), maxIters) def testPermanenceCentrality(self): part = nk.structures.Partition(9) part.addToSubset(0, 1) part.addToSubset(0, 2) part.addToSubset(0, 3) part.addToSubset(1, 4) part.addToSubset(1, 5) PC = nk.centrality.PermanenceCentrality(self.L, part) PC.run() self.assertEqual(PC.getIntraClustering(0), 0.0) self.assertEqual(PC.getPermanence(0), -1.0) def testRankPerNode(self): CL = nk.centrality.PageRank(self.L) CL.run() CLL = nk.centrality.PageRank(self.LL) CLL.run() self.assertEqual( len(CL.ranking()), len(nk.centrality.rankPerNode(CL.ranking())) ) self.assertEqual( len(CLL.ranking()), len(nk.centrality.rankPerNode(CLL.ranking())) ) def testSquareClusteringCoefficient(self): g = nk.Graph() g.addNodes(7) edges = [(0, 1), (1, 2), (2, 3), (0, 3), (3, 4), (4, 5), (5, 6), (6, 3)] [g.addEdge(*edge) for edge in edges] expected_result = [1 / 3, 1.0, 1 / 3, 0.2, 1 / 3, 1.0, 1 / 3] scores = nk.centrality.LocalSquareClusteringCoefficient(g).run().scores() self.assertListEqual(expected_result, scores) def testSciPyPageRank(self): CL = nk.centrality.SciPyPageRank(self.L) CL.run() CLL = nk.centrality.SciPyPageRank(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) def testSciPyEVZ(self): CL = nk.centrality.SciPyEVZ(self.L) CL.run() CLL = nk.centrality.SciPyEVZ(self.LL) CLL.run() self.assertEqual(len(CL.ranking()), len(CLL.ranking())) def testRelativeRankErrors(self): CL = nk.centrality.Betweenness(self.L) CL.run() CLL = nk.centrality.Betweenness(self.LL) CLL.run() self.assertEqual( len(CL.ranking()), len(nk.centrality.relativeRankErrors(CL.ranking(), CLL.ranking())), ) def testTopCloseness(self): CC = nk.centrality.Closeness( self.L, True, nk.centrality.ClosenessVariant.GENERALIZED ) CC.run() k = 5 TC1 = nk.centrality.TopCloseness(self.L, k, True, True) TC1.run() TC2 = nk.centrality.TopCloseness(self.L, k, True, False) TC2.run() TC3 = nk.centrality.TopCloseness(self.L, k, False, True) TC3.run() TC4 = nk.centrality.TopCloseness(self.L, k, False, False) TC4.run() def testTopKLists(with_trail): if not with_trail: self.assertEqual(len(TC1.topkNodesList()), k) self.assertEqual(len(TC2.topkNodesList()), k) self.assertEqual(len(TC3.topkNodesList()), k) self.assertEqual(len(TC4.topkNodesList()), k) self.assertEqual( len(TC1.topkNodesList(with_trail)), len(TC1.topkScoresList(with_trail)) ) self.assertEqual( len(TC2.topkNodesList(with_trail)), len(TC2.topkScoresList(with_trail)) ) self.assertEqual( len(TC3.topkNodesList(with_trail)), len(TC3.topkScoresList(with_trail)) ) self.assertEqual( len(TC4.topkNodesList(with_trail)), len(TC4.topkScoresList(with_trail)) ) def testTopKRanking(with_trail): def zip_ranking(nodes, scores): return [(node, score) for node, score in zip(nodes, scores)] length = len(TC1.topkNodesList(with_trail)) self.assertEqual( CC.ranking()[:length], zip_ranking(TC1.topkNodesList(), TC1.topkScoresList()), ) self.assertEqual( CC.ranking()[:length], zip_ranking(TC2.topkNodesList(), TC2.topkScoresList()), ) self.assertEqual( CC.ranking()[:length], zip_ranking(TC3.topkNodesList(), TC3.topkScoresList()), ) self.assertEqual( CC.ranking()[:length], zip_ranking(TC4.topkNodesList(), TC4.topkScoresList()), ) testTopKLists(False) testTopKLists(True) testTopKRanking(False) testTopKRanking(True) def testTopHarmonicCloseness(self): CC = nk.centrality.HarmonicCloseness(self.L, False) CC.run() scores = CC.scores() tol = 1e-6 k = 5 for useNBbound in [True, False]: thc = nk.centrality.TopHarmonicCloseness(self.L, k, useNBbound).run() self.assertEqual(len(thc.topkNodesList()), k) self.assertEqual(len(thc.topkScoresList()), k) self.assertGreaterEqual(len(thc.topkNodesList(True)), k) self.assertGreaterEqual(len(thc.topkScoresList(True)), k) for node, score in zip(thc.topkNodesList(True), thc.topkScoresList(True)): self.assertAlmostEqual(score, scores[node], delta=tol) for score_thc, score in zip( thc.topkScoresList(True), sorted(scores, reverse=True) ): self.assertAlmostEqual(score_thc, score, delta=tol) if __name__ == "__main__": unittest.main()
data/networkit-11.0/networkit/test/test_centrality.py
15,541
9,045
401,576
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME importlib.util STORE_NAME importlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME autoray STORE_NAME ar LOAD_CONST 0 LOAD_CONST ('shape',) IMPORT_NAME autoray IMPORT_FROM shape STORE_NAME shape POP_TOP LOAD_NAME pytest LOAD_METHOD param LOAD_CONST 'numpy' CALL_METHOD BUILD_LIST STORE_NAME BACKENDS SETUP_LOOP to 194 LOAD_CONST ('cupy', 'dask', 'tensorflow', 'torch', 'mars', 'jax', 'sparse') GET_ITER FOR_ITER to 192 STORE_NAME lib LOAD_NAME importlib LOAD_ATTR util LOAD_METHOD find_spec LOAD_NAME lib CALL_METHOD POP_JUMP_IF_FALSE LOAD_NAME BACKENDS LOAD_METHOD append LOAD_NAME pytest LOAD_METHOD param LOAD_NAME lib CALL_METHOD CALL_METHOD POP_TOP LOAD_NAME lib LOAD_CONST 'jax' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('config',) IMPORT_NAME jax.config IMPORT_FROM config STORE_NAME config POP_TOP LOAD_NAME config LOAD_METHOD update LOAD_CONST 'jax_enable_x64' LOAD_CONST True CALL_METHOD POP_TOP LOAD_NAME config LOAD_METHOD update LOAD_CONST 'jax_platform_name' LOAD_CONST 'cpu' CALL_METHOD POP_TOP LOAD_CONST 'platform' LOAD_NAME os LOAD_ATTR environ LOAD_CONST 'XLA_PYTHON_CLIENT_ALLOCATOR' STORE_SUBSCR JUMP_ABSOLUTE LOAD_NAME BACKENDS LOAD_METHOD append LOAD_NAME pytest LOAD_ATTR param LOAD_NAME lib LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_CONST True LOAD_CONST 'No ' LOAD_NAME lib FORMAT_VALUE LOAD_CONST '.' BUILD_STRING LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST ('marks',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None STORE_GLOBAL JAX_RANDOM_KEY LOAD_CONST ('float64',) LOAD_CONST <code object gen_rand at 0x7fab641e7db0, file "f.py", line 30> LOAD_CONST 'gen_rand' MAKE_FUNCTION STORE_NAME gen_rand LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'fn' LOAD_CONST 'sqrt' LOAD_CONST 'exp' LOAD_CONST 'sum' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_basic at 0x7fab641e7300, file "f.py", line 65> LOAD_CONST 'test_basic' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_basic LOAD_CONST <code object test_infer_backend_multi at 0x7fab641e74b0, file "f.py", line 78> LOAD_CONST 'test_infer_backend_multi' MAKE_FUNCTION STORE_NAME test_infer_backend_multi LOAD_CONST <code object test_raises_import_error_when_missing at 0x7fab641e7780, file "f.py", line 87> LOAD_CONST 'test_raises_import_error_when_missing' MAKE_FUNCTION STORE_NAME test_raises_import_error_when_missing LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'fn,args' LOAD_NAME ar LOAD_ATTR conj BUILD_LIST BUILD_TUPLE LOAD_NAME ar LOAD_ATTR transpose BUILD_LIST BUILD_TUPLE LOAD_NAME ar LOAD_ATTR real BUILD_LIST BUILD_TUPLE LOAD_NAME ar LOAD_ATTR imag BUILD_LIST BUILD_TUPLE LOAD_NAME ar LOAD_ATTR reshape LOAD_CONST (5, 3) BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_attribute_prefs at 0x7fab641e7150, file "f.py", line 94> LOAD_CONST 'test_attribute_prefs' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_attribute_prefs LOAD_CONST <code object modified_gram_schmidt at 0x7fab641e7b70, file "f.py", line 114> LOAD_CONST 'modified_gram_schmidt' MAKE_FUNCTION STORE_NAME modified_gram_schmidt LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_mgs at 0x7fab641e7420, file "f.py", line 128> LOAD_CONST 'test_mgs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_mgs LOAD_CONST <code object modified_gram_schmidt_np_mimic at 0x7fab641e79c0, file "f.py", line 140> LOAD_CONST 'modified_gram_schmidt_np_mimic' MAKE_FUNCTION STORE_NAME modified_gram_schmidt_np_mimic LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_mgs_np_mimic at 0x7fab641e7810, file "f.py", line 158> LOAD_CONST 'test_mgs_np_mimic' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_mgs_np_mimic LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_linalg_svd_square at 0x7fab82361db0, file "f.py", line 170> LOAD_CONST 'test_linalg_svd_square' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_linalg_svd_square LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_translator_random_uniform at 0x7fab54261270, file "f.py", line 188> LOAD_CONST 'test_translator_random_uniform' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_translator_random_uniform LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_translator_random_normal at 0x7fab54261ed0, file "f.py", line 203> LOAD_CONST 'test_translator_random_normal' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_translator_random_normal LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_tril at 0x7fab54261e40, file "f.py", line 237> LOAD_CONST 'test_tril' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_tril LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_triu at 0x7fab542619c0, file "f.py", line 258> LOAD_CONST 'test_triu' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_triu LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape' LOAD_CONST (4, 3) LOAD_CONST (4, 4) LOAD_CONST (3, 4) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_qr_thin_square_fat at 0x7fab54261810, file "f.py", line 279> LOAD_CONST 'test_qr_thin_square_fat' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_qr_thin_square_fat LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'array_dtype' LOAD_CONST 'int' LOAD_CONST 'float' LOAD_CONST 'bool' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_count_nonzero at 0x7fab542616f0, file "f.py", line 290> LOAD_CONST 'test_count_nonzero' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_count_nonzero LOAD_CONST <code object test_pseudo_submodules at 0x7fab54261db0, file "f.py", line 311> LOAD_CONST 'test_pseudo_submodules' MAKE_FUNCTION STORE_NAME test_pseudo_submodules LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'creation' LOAD_CONST 'ones' LOAD_CONST 'zeros' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float32' LOAD_CONST 'float64' LOAD_CONST 'complex64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_dtype_specials at 0x7fab542618a0, file "f.py", line 317> LOAD_CONST 'test_dtype_specials' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_dtype_specials LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'real_dtype' LOAD_CONST 'float32' LOAD_CONST 'float64' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_complex_creation at 0x7fab542614b0, file "f.py", line 335> LOAD_CONST 'test_complex_creation' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_complex_creation LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype_in,dtype_out' LOAD_CONST ('float32', 'float32') LOAD_CONST ('float64', 'float64') LOAD_CONST ('complex64', 'float32') LOAD_CONST ('complex128', 'float64') BUILD_LIST CALL_METHOD LOAD_CONST <code object test_real_imag at 0x7fab542615d0, file "f.py", line 363> LOAD_CONST 'test_real_imag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_real_imag LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float32' LOAD_CONST 'float64' LOAD_CONST 'complex64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_linalg_solve at 0x7fab54261030, file "f.py", line 389> LOAD_CONST 'test_linalg_solve' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_linalg_solve LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float32' LOAD_CONST 'float64' LOAD_CONST 'complex64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_linalg_eigh at 0x7fab54261420, file "f.py", line 404> LOAD_CONST 'test_linalg_eigh' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_linalg_eigh LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_pad at 0x7fab542611e0, file "f.py", line 426> LOAD_CONST 'test_pad' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_pad LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_register_function at 0x7faad431d780, file "f.py", line 447> LOAD_CONST 'test_register_function' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_register_function LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_take at 0x7faad431ded0, file "f.py", line 468> LOAD_CONST 'test_take' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_take LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_concatenate at 0x7faad431de40, file "f.py", line 486> LOAD_CONST 'test_concatenate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_concatenate LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_stack at 0x7faad431d0c0, file "f.py", line 496> LOAD_CONST 'test_stack' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_stack LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_einsum at 0x7faad431d540, file "f.py", line 506> LOAD_CONST 'test_einsum' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_einsum LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'int_or_section' LOAD_CONST 'int' LOAD_CONST 'section' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_split at 0x7faad431d810, file "f.py", line 533> LOAD_CONST 'test_split' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_split LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_where at 0x7faad431dae0, file "f.py", line 552> LOAD_CONST 'test_where' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_where LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype_str' LOAD_CONST 'float32' LOAD_CONST 'float64' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'fn' LOAD_CONST 'random.normal' LOAD_CONST 'random.uniform' LOAD_CONST 'zeros' LOAD_CONST 'ones' LOAD_CONST 'eye' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'str_or_backend' LOAD_CONST ('str', 'backend') CALL_METHOD LOAD_CONST <code object test_dtype_kwarg at 0x7faad431d660, file "f.py", line 567> LOAD_CONST 'test_dtype_kwarg' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_dtype_kwarg LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_get_common_dtype at 0x7faad431d300, file "f.py", line 591> LOAD_CONST 'test_get_common_dtype' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_common_dtype LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_backend_like at 0x7faad431d270, file "f.py", line 598> LOAD_CONST 'test_backend_like' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_backend_like LOAD_CONST <code object test_nested_multihreaded_backend_like at 0x7faad431d030, file "f.py", line 612> LOAD_CONST 'test_nested_multihreaded_backend_like' MAKE_FUNCTION STORE_NAME test_nested_multihreaded_backend_like LOAD_CONST <code object test_compose at 0x7faad431dd20, file "f.py", line 677> LOAD_CONST 'test_compose' MAKE_FUNCTION STORE_NAME test_compose LOAD_CONST <code object test_builtins_complex at 0x7faad431dc00, file "f.py", line 705> LOAD_CONST 'test_builtins_complex' MAKE_FUNCTION STORE_NAME test_builtins_complex LOAD_CONST <code object test_shape_ndim_builtins at 0x7faad431d150, file "f.py", line 713> LOAD_CONST 'test_shape_ndim_builtins' MAKE_FUNCTION STORE_NAME test_shape_ndim_builtins LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_scipy_dispatching at 0x7faad431db70, file "f.py", line 731> LOAD_CONST 'test_scipy_dispatching' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_scipy_dispatching LOAD_CONST None RETURN_VALUE LOAD_CONST 'complex' LOAD_FAST dtype COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL gen_rand LOAD_FAST shape LOAD_FAST backend CALL_FUNCTION STORE_FAST re LOAD_GLOBAL gen_rand LOAD_FAST shape LOAD_FAST backend CALL_FUNCTION STORE_FAST im LOAD_GLOBAL ar LOAD_METHOD astype LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'complex' LOAD_FAST re LOAD_FAST im CALL_METHOD LOAD_FAST dtype CALL_METHOD RETURN_VALUE LOAD_FAST backend LOAD_CONST 'jax' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('random',) IMPORT_NAME jax IMPORT_FROM random STORE_FAST jrandom POP_TOP LOAD_GLOBAL JAX_RANDOM_KEY LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST jrandom LOAD_METHOD PRNGKey LOAD_CONST 42 CALL_METHOD STORE_GLOBAL JAX_RANDOM_KEY LOAD_FAST jrandom LOAD_METHOD split LOAD_GLOBAL JAX_RANDOM_KEY CALL_METHOD UNPACK_SEQUENCE STORE_GLOBAL JAX_RANDOM_KEY STORE_FAST subkey LOAD_FAST jrandom LOAD_ATTR uniform LOAD_FAST subkey LOAD_FAST shape LOAD_FAST dtype LOAD_CONST ('shape', 'dtype') CALL_FUNCTION RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_FAST backend LOAD_CONST 0.5 LOAD_CONST 'coo' LOAD_CONST 0 LOAD_CONST ('size', 'like', 'density', 'format', 'fill_value') CALL_FUNCTION STORE_FAST x JUMP_FORWARD to 166 LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_FAST backend LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD astype LOAD_FAST x LOAD_GLOBAL ar LOAD_METHOD to_backend_dtype LOAD_FAST dtype LOAD_FAST backend CALL_METHOD CALL_METHOD STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST x CALL_METHOD LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST x RETURN_VALUE LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST fn LOAD_CONST ('sqrt', 'sum') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "ctf doesn't have sqrt, and converts sum output to numpy" CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_FAST fn LOAD_FAST x CALL_METHOD STORE_FAST y LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST fn LOAD_CONST 'sum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse 'sum' outputs dense." CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST x CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST y CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 108 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 1.0 STORE_FAST x LOAD_GLOBAL gen_rand LOAD_CONST (2, 3) LOAD_CONST 'numpy' CALL_FUNCTION STORE_FAST y LOAD_GLOBAL ar LOAD_ATTR lazy LOAD_METHOD Variable LOAD_CONST (4, 5) CALL_METHOD STORE_FAST z LOAD_GLOBAL ar LOAD_METHOD infer_backend_multi LOAD_FAST x CALL_METHOD LOAD_CONST 'builtins' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD infer_backend_multi LOAD_FAST x LOAD_FAST y CALL_METHOD LOAD_CONST 'numpy' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD infer_backend_multi LOAD_FAST x LOAD_FAST y LOAD_FAST z CALL_METHOD LOAD_CONST 'autoray.lazy' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ImportError CALL_METHOD SETUP_WITH to 32 POP_TOP LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'anonexistantfunction' LOAD_CONST 1 LOAD_CONST 'numpy' LOAD_CONST ('like',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ImportError CALL_METHOD SETUP_WITH to 70 POP_TOP LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST 1 LOAD_CONST 'anonexistantbackend' LOAD_CONST ('like',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'torch' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST fn LOAD_GLOBAL ar LOAD_ATTR real LOAD_GLOBAL ar LOAD_ATTR imag BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Pytorch doesn't support complex numbers yet..." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (3, 5) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_FAST fn LOAD_FAST x BUILD_TUPLE LOAD_FAST args BUILD_TUPLE CALL_FUNCTION STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST x CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST y CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 92 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST Q SETUP_LOOP to 140 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL shape LOAD_FAST X CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 138 STORE_FAST j LOAD_FAST X LOAD_FAST j LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST q SETUP_LOOP to 108 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST j CALL_FUNCTION GET_ITER FOR_ITER to 106 STORE_FAST i LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'tensordot' LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'conj' LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST q LOAD_CONST 1 CALL_METHOD STORE_FAST rij LOAD_FAST q LOAD_FAST rij LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST q JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'linalg.norm' LOAD_FAST q LOAD_CONST 2 CALL_METHOD STORE_FAST rjj LOAD_FAST Q LOAD_METHOD append LOAD_FAST q LOAD_FAST rjj BINARY_TRUE_DIVIDE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'stack' LOAD_FAST Q LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support linear algebra yet..." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "ctf does not have 'stack' function." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (3, 5) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL modified_gram_schmidt LOAD_FAST x CALL_FUNCTION STORE_FAST Ux LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'sum' LOAD_FAST Ux LOAD_GLOBAL ar LOAD_METHOD dag LOAD_FAST Ux CALL_METHOD BINARY_MATRIX_MULTIPLY CALL_METHOD STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST y CALL_METHOD LOAD_GLOBAL pytest LOAD_METHOD approx LOAD_CONST 3 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('numpy',) IMPORT_NAME autoray IMPORT_FROM numpy STORE_FAST np POP_TOP LOAD_GLOBAL print LOAD_FAST np CALL_FUNCTION POP_TOP BUILD_LIST STORE_FAST Q SETUP_LOOP to 156 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL shape LOAD_FAST X CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 154 STORE_FAST j LOAD_FAST X LOAD_FAST j LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST q SETUP_LOOP to 124 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST j CALL_FUNCTION GET_ITER FOR_ITER to 122 STORE_FAST i LOAD_FAST np LOAD_METHOD tensordot LOAD_FAST np LOAD_METHOD conj LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR CALL_METHOD LOAD_FAST q LOAD_CONST 1 CALL_METHOD STORE_FAST rij LOAD_FAST q LOAD_FAST rij LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST q JUMP_ABSOLUTE POP_BLOCK LOAD_FAST np LOAD_ATTR linalg LOAD_METHOD norm LOAD_FAST q LOAD_CONST 2 CALL_METHOD STORE_FAST rjj LOAD_FAST Q LOAD_METHOD append LOAD_FAST q LOAD_FAST rjj BINARY_TRUE_DIVIDE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST np LOAD_ATTR stack LOAD_FAST Q LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support linear algebra yet..." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "ctf does not have 'stack' function." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (3, 5) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL modified_gram_schmidt_np_mimic LOAD_FAST x CALL_FUNCTION STORE_FAST Ux LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'sum' LOAD_FAST Ux LOAD_GLOBAL ar LOAD_METHOD dag LOAD_FAST Ux CALL_METHOD BINARY_MATRIX_MULTIPLY CALL_METHOD STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST y CALL_METHOD LOAD_GLOBAL pytest LOAD_METHOD approx LOAD_CONST 3 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support linear algebra yet..." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (5, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'linalg.svd' LOAD_FAST x CALL_METHOD UNPACK_SEQUENCE STORE_FAST U STORE_FAST s STORE_FAST V LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST x CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST U CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST s CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST V CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 112 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST U LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'diag' LOAD_FAST s LOAD_FAST x LOAD_CONST ('like',) CALL_FUNCTION BINARY_MATRIX_MULTIPLY LOAD_FAST V BINARY_MATRIX_MULTIPLY STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'sum' LOAD_GLOBAL abs LOAD_FAST y LOAD_FAST x BINARY_SUBTRACT CALL_FUNCTION CALL_METHOD STORE_FAST diff LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST diff CALL_METHOD LOAD_CONST 1e-08 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('numpy',) IMPORT_NAME autoray IMPORT_FROM numpy STORE_FAST anp POP_TOP LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST 'Sparse will have zeros' CALL_METHOD POP_TOP LOAD_FAST anp LOAD_ATTR random LOAD_ATTR uniform LOAD_CONST -10 LOAD_CONST (4, 5) LOAD_FAST backend LOAD_CONST ('low', 'size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_CONST -10 COMPARE_OP > LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_CONST 1.0 COMPARE_OP < LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST anp LOAD_ATTR random LOAD_ATTR uniform LOAD_CONST 1000 LOAD_CONST 2000 LOAD_FAST backend LOAD_CONST ('low', 'high', 'like') CALL_FUNCTION STORE_FAST x LOAD_CONST 1000 LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_CONST 2000 COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 138 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('numpy',) IMPORT_NAME autoray IMPORT_FROM numpy STORE_FAST anp POP_TOP LOAD_FAST anp LOAD_ATTR random LOAD_ATTR normal LOAD_CONST 100.0 LOAD_CONST 0.1 LOAD_CONST (4, 5) LOAD_FAST backend LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR data LOAD_CONST 90.0 COMPARE_OP > LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST x LOAD_ATTR data LOAD_CONST 110.0 COMPARE_OP < LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_CONST 90.0 COMPARE_OP > LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_CONST 110.0 COMPARE_OP < LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'tensorflow' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'random.normal' LOAD_CONST 100.0 LOAD_CONST 0.1 LOAD_CONST 'float32' LOAD_CONST (4, 5) LOAD_FAST backend LOAD_CONST ('dtype', 'size', 'like') CALL_FUNCTION STORE_FAST x32 LOAD_FAST x32 LOAD_ATTR dtype LOAD_CONST 'float32' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x32 CALL_METHOD LOAD_CONST 90.0 COMPARE_OP > LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x32 CALL_METHOD LOAD_CONST 110.0 COMPARE_OP < LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST anp LOAD_ATTR random LOAD_ATTR normal LOAD_CONST 1500 LOAD_CONST 10 LOAD_FAST backend LOAD_CONST ('loc', 'scale', 'like') CALL_FUNCTION STORE_FAST x LOAD_CONST 1000 LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 2000 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 278 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL gen_rand LOAD_CONST (4, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'tril' LOAD_FAST x CALL_METHOD STORE_FAST xl LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST xl CALL_METHOD STORE_FAST xln LOAD_FAST xln LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST 0.0 COMPARE_OP > LOAD_METHOD sum CALL_METHOD LOAD_CONST 10 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'tril' LOAD_FAST x LOAD_CONST 1 LOAD_CONST ('k',) CALL_FUNCTION STORE_FAST xl LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST xl CALL_METHOD STORE_FAST xln LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST xln LOAD_CONST (0, 2) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST 0.0 COMPARE_OP > LOAD_METHOD sum CALL_METHOD LOAD_CONST 13 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'tensorflow' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 208 POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'tril' LOAD_FAST x LOAD_CONST -1 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL gen_rand LOAD_CONST (4, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'triu' LOAD_FAST x CALL_METHOD STORE_FAST xl LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST xl CALL_METHOD STORE_FAST xln LOAD_FAST xln LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST 0.0 COMPARE_OP > LOAD_METHOD sum CALL_METHOD LOAD_CONST 10 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'triu' LOAD_FAST x LOAD_CONST -1 LOAD_CONST ('k',) CALL_FUNCTION STORE_FAST xl LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST xl CALL_METHOD STORE_FAST xln LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST xln LOAD_CONST (2, 0) BINARY_SUBSCR LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST xln LOAD_CONST 0.0 COMPARE_OP > LOAD_METHOD sum CALL_METHOD LOAD_CONST 13 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'tensorflow' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 208 POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'triu' LOAD_FAST x LOAD_CONST 1 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support linear algebra yet..." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_FAST shape LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'linalg.qr' LOAD_FAST x CALL_METHOD UNPACK_SEQUENCE STORE_FAST Q STORE_FAST R LOAD_GLOBAL map LOAD_GLOBAL ar LOAD_ATTR to_numpy LOAD_FAST x LOAD_FAST Q LOAD_FAST R BUILD_TUPLE CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST xn STORE_FAST Qn STORE_FAST Rn LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_FAST xn LOAD_FAST Qn LOAD_FAST Rn BINARY_MATRIX_MULTIPLY CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'mars' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME mars STORE_FAST mars LOAD_GLOBAL tuple LOAD_GLOBAL map LOAD_GLOBAL int LOAD_FAST mars LOAD_ATTR __version__ LOAD_METHOD split LOAD_CONST '.' CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_CONST (0, 4, 0) COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST 'mars count_nonzero bug fixed in version 0.4.' CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST array_dtype LOAD_CONST 'bool' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "ctf doesn't support bool array dtype" CALL_METHOD POP_TOP LOAD_FAST array_dtype LOAD_CONST 'int' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'array' LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x JUMP_FORWARD to 184 LOAD_FAST array_dtype LOAD_CONST 'float' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'array' LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 0.0 LOAD_CONST 3.0 BUILD_LIST LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x JUMP_FORWARD to 184 LOAD_FAST array_dtype LOAD_CONST 'bool' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'array' LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST True BUILD_LIST LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'count_nonzero' LOAD_FAST x CALL_METHOD STORE_FAST nz LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST nz CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL gen_rand LOAD_CONST (2, 3) LOAD_CONST 'numpy' CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'numpy.transpose' LOAD_FAST x LOAD_CONST 'autoray' LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST xT LOAD_GLOBAL shape LOAD_FAST xT CALL_FUNCTION LOAD_CONST (3, 2) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_FAST np LOAD_GLOBAL ar LOAD_ATTR do LOAD_FAST creation LOAD_CONST (2, 3) LOAD_FAST backend LOAD_CONST ('shape', 'like') CALL_FUNCTION STORE_FAST x LOAD_FAST backend LOAD_CONST 'torch' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'complex' LOAD_FAST dtype COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Pytorch doesn't support complex numbers yet..." CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD astype LOAD_FAST x LOAD_FAST dtype CALL_METHOD STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST x CALL_METHOD LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST x CALL_METHOD LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'torch' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Pytorch doesn't support complex numbers yet..." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST real_dtype LOAD_CONST 'float32' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Bug in sparse where single precision isn't maintained after scalar multiplication." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'ctf' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST real_dtype LOAD_CONST 'float32' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "ctf currently doesn't preserve single precision when multiplying by python scalars." CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'complex' LOAD_GLOBAL ar LOAD_METHOD astype LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4) LOAD_FAST backend LOAD_CONST ('size', 'like') CALL_FUNCTION LOAD_FAST real_dtype CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD astype LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4) LOAD_FAST backend LOAD_CONST ('size', 'like') CALL_FUNCTION LOAD_FAST real_dtype CALL_METHOD CALL_METHOD STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST x CALL_METHOD LOAD_CONST 'complex64' LOAD_CONST 'complex128' LOAD_CONST ('float32', 'float64') BUILD_CONST_KEY_MAP LOAD_FAST real_dtype BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL gen_rand LOAD_CONST (3, 4) LOAD_FAST backend LOAD_FAST dtype_in CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'real' LOAD_FAST x CALL_METHOD STORE_FAST re LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'imag' LOAD_FAST x CALL_METHOD STORE_FAST im LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST re CALL_METHOD LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST im CALL_METHOD LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST re CALL_METHOD LOAD_FAST dtype_out COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST im CALL_METHOD LOAD_FAST dtype_out COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_ATTR real LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST re CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_ATTR imag LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST im CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support linear algebra yet..." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (4, 4) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION STORE_FAST A LOAD_GLOBAL gen_rand LOAD_CONST (4, 1) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION STORE_FAST b LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'linalg.solve' LOAD_FAST A LOAD_FAST b CALL_METHOD STORE_FAST x LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST b CALL_METHOD LOAD_CONST 0.001 LOAD_CONST 1e-06 LOAD_CONST ('rtol', 'atol') CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support linalg.eigh yet." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'dask' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "dask doesn't support linalg.eigh yet." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'mars' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "mars doesn't support linalg.eigh yet." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'torch' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'complex' LOAD_FAST dtype COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Pytorch doesn't fully support complex yet." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (4, 4) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_GLOBAL ar LOAD_METHOD dag LOAD_FAST A CALL_METHOD BINARY_ADD STORE_FAST A LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'linalg.eigh' LOAD_FAST A CALL_METHOD UNPACK_SEQUENCE STORE_FAST el STORE_FAST ev LOAD_FAST ev LOAD_GLOBAL ar LOAD_METHOD reshape LOAD_FAST el LOAD_CONST (1, -1) CALL_METHOD BINARY_MULTIPLY LOAD_GLOBAL ar LOAD_METHOD dag LOAD_FAST ev CALL_METHOD BINARY_MATRIX_MULTIPLY STORE_FAST B LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST A CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST B CALL_METHOD LOAD_CONST 0.001 LOAD_CONST ('rtol',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support linalg.eigh yet." CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'mars' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "mars doesn't support linalg.eigh yet." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (3, 4, 5) LOAD_FAST backend CALL_FUNCTION STORE_FAST A SETUP_LOOP to 140 LOAD_CONST ((2, (7, 8, 9)), (((1, 2),), (6, 7, 8)), (((4, 3), (2, 4), (3, 2)), (10, 10, 10))) GET_ITER FOR_ITER to 138 UNPACK_SEQUENCE STORE_FAST pad_width STORE_FAST new_shape LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'pad' LOAD_FAST A LOAD_FAST pad_width CALL_METHOD STORE_FAST B LOAD_GLOBAL shape LOAD_FAST B CALL_FUNCTION LOAD_FAST new_shape COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'sum' LOAD_FAST A CALL_METHOD CALL_METHOD LOAD_GLOBAL pytest LOAD_METHOD approx LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'sum' LOAD_FAST B CALL_METHOD CALL_METHOD CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (2, 3) LOAD_FAST backend LOAD_CONST ('shape', 'like') CALL_FUNCTION STORE_FAST x LOAD_CONST <code object direct_fn at 0x7fab54261a50, file "f.py", line 451> LOAD_CONST 'test_register_function.<locals>.direct_fn' MAKE_FUNCTION STORE_FAST direct_fn LOAD_GLOBAL ar LOAD_METHOD register_function LOAD_FAST backend LOAD_CONST 'test_register' LOAD_FAST direct_fn CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'test_register' LOAD_FAST x CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object wrap_fn at 0x7fab54261150, file "f.py", line 457> LOAD_CONST 'test_register_function.<locals>.wrap_fn' MAKE_FUNCTION STORE_FAST wrap_fn LOAD_GLOBAL ar LOAD_ATTR register_function LOAD_FAST backend LOAD_CONST 'test_register' LOAD_FAST wrap_fn LOAD_CONST True LOAD_CONST ('wrap',) CALL_FUNCTION POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'test_register' LOAD_FAST x CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_CLOSURE fn BUILD_TUPLE LOAD_CONST <code object new_fn at 0x7fab54261c90, file "f.py", line 458> LOAD_CONST 'test_register_function.<locals>.wrap_fn.<locals>.new_fn' MAKE_FUNCTION STORE_FAST new_fn LOAD_FAST new_fn RETURN_VALUE LOAD_DEREF fn LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 1 BINARY_ADD RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support take yet" CALL_METHOD POP_TOP LOAD_CONST 4 STORE_FAST num_inds LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST A LOAD_FAST backend LOAD_CONST 'jax' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL gen_rand LOAD_FAST num_inds BUILD_TUPLE LOAD_CONST 'numpy' LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST ind JUMP_FORWARD to 74 LOAD_GLOBAL gen_rand LOAD_FAST num_inds BUILD_TUPLE LOAD_FAST backend LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST ind LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'take' LOAD_FAST A LOAD_FAST ind LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST B LOAD_GLOBAL shape LOAD_FAST B CALL_FUNCTION LOAD_CONST (2, 4, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 196 LOAD_GLOBAL range LOAD_FAST num_inds CALL_FUNCTION GET_ITER FOR_ITER to 194 STORE_FAST i LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST A LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST ind LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST B LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST A CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST B CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CLOSURE backend BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad431d5d0, file "f.py", line 488> LOAD_CONST 'test_concatenate.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST mats LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'concatenate' LOAD_FAST mats LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST mats_concat1 LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'concatenate' LOAD_FAST mats LOAD_CONST 1 LOAD_DEREF backend LOAD_CONST ('axis', 'like') CALL_FUNCTION STORE_FAST mats_concat2 LOAD_GLOBAL shape LOAD_FAST mats_concat1 CALL_FUNCTION LOAD_GLOBAL shape LOAD_FAST mats_concat2 CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (2, 9, 4) COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 86 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF backend LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST mats_concat1 CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST mats_concat2 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 124 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST _ LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4) LOAD_DEREF backend CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CLOSURE backend BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad431d930, file "f.py", line 498> LOAD_CONST 'test_stack.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST mats LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'stack' LOAD_FAST mats CALL_METHOD STORE_FAST mats_stack1 LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'stack' LOAD_FAST mats LOAD_DEREF backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST mats_stack2 LOAD_GLOBAL shape LOAD_FAST mats_stack1 CALL_FUNCTION LOAD_GLOBAL shape LOAD_FAST mats_stack2 CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (3, 2, 3, 4) COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 80 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF backend LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST mats_stack1 CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST mats_stack2 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 118 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST _ LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4) LOAD_DEREF backend CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support einsum yet" CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4) LOAD_FAST backend CALL_FUNCTION STORE_FAST A LOAD_GLOBAL gen_rand LOAD_CONST (3, 4, 2) LOAD_FAST backend CALL_FUNCTION STORE_FAST B LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'einsum' LOAD_CONST 'ijk,jkl->il' LOAD_FAST A LOAD_FAST B LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST C1 LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'einsum' LOAD_CONST 'ijk,jkl->il' LOAD_FAST A LOAD_FAST B CALL_METHOD STORE_FAST C2 LOAD_FAST backend LOAD_CONST ('torch', 'tensorflow') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'einsum' LOAD_FAST A LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_FAST B LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST C3 JUMP_FORWARD to 124 LOAD_FAST C1 STORE_FAST C3 LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'reshape' LOAD_FAST A LOAD_CONST (2, 12) CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'reshape' LOAD_FAST B LOAD_CONST (12, 2) CALL_METHOD BINARY_MATRIX_MULTIPLY STORE_FAST C4 LOAD_GLOBAL shape LOAD_FAST C1 CALL_FUNCTION LOAD_GLOBAL shape LOAD_FAST C2 CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL shape LOAD_FAST C3 CALL_FUNCTION DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (2, 2) COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 196 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C1 CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C4 CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C2 CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C4 CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C3 CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST C4 CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST C1 CALL_METHOD LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST C2 CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST C3 CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST C4 CALL_METHOD DUP_TOP ROT_THREE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST backend COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 368 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support split yet" CALL_METHOD POP_TOP LOAD_FAST backend LOAD_CONST 'dask' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "dask doesn't support split yet" CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (10, 20, 10) LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST A LOAD_FAST int_or_section LOAD_CONST 'section' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 14 BUILD_LIST STORE_FAST sections LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'split' LOAD_FAST A LOAD_FAST sections LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST splits LOAD_GLOBAL len LOAD_FAST splits CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST splits LOAD_CONST 3 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST (10, 6, 10) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 176 LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'split' LOAD_FAST A LOAD_CONST 5 LOAD_CONST 2 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST splits LOAD_GLOBAL len LOAD_FAST splits CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST splits LOAD_CONST 2 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST (10, 20, 2) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "sparse doesn't support where yet" CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'arange' LOAD_CONST 10 LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST A LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'arange' LOAD_CONST 10 LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION LOAD_CONST 1 BINARY_ADD STORE_FAST B LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'stack' LOAD_FAST A LOAD_FAST B BUILD_LIST CALL_METHOD STORE_FAST C LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'where' LOAD_FAST C LOAD_CONST 5 COMPARE_OP < CALL_METHOD STORE_FAST D LOAD_FAST backend LOAD_CONST 'dask' COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 116 LOAD_FAST D GET_ITER FOR_ITER to 114 STORE_FAST x LOAD_FAST x LOAD_METHOD compute_chunk_sizes CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_FAST D GET_ITER FOR_ITER to 148 STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD to_numpy LOAD_FAST x CALL_METHOD LOAD_ATTR shape LOAD_CONST (9,) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST str_or_backend LOAD_CONST 'str' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST dtype_str STORE_FAST dtype JUMP_FORWARD to 28 LOAD_GLOBAL ar LOAD_ATTR to_backend_dtype LOAD_FAST dtype_str LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST dtype LOAD_FAST fn LOAD_CONST ('random.normal', 'random.uniform') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_FAST fn LOAD_CONST (10, 5) LOAD_FAST dtype LOAD_FAST backend LOAD_CONST ('size', 'dtype', 'like') CALL_FUNCTION STORE_FAST A JUMP_FORWARD to 138 LOAD_FAST fn LOAD_CONST ('zeros', 'ones') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ar LOAD_ATTR do LOAD_FAST fn LOAD_CONST (10, 5) LOAD_FAST dtype LOAD_FAST backend LOAD_CONST ('shape', 'dtype', 'like') CALL_FUNCTION STORE_FAST A JUMP_FORWARD to 138 LOAD_GLOBAL ar LOAD_ATTR do LOAD_FAST fn LOAD_CONST 10 LOAD_FAST dtype LOAD_FAST backend LOAD_CONST ('dtype', 'like') CALL_FUNCTION STORE_FAST A LOAD_GLOBAL shape LOAD_FAST A CALL_FUNCTION LOAD_CONST (10, 10) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_ATTR do LOAD_FAST fn LOAD_CONST 10 LOAD_CONST 5 LOAD_FAST dtype LOAD_FAST backend LOAD_CONST ('dtype', 'like') CALL_FUNCTION STORE_FAST A LOAD_GLOBAL shape LOAD_FAST A CALL_FUNCTION LOAD_CONST (10, 5) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD get_dtype_name LOAD_FAST A CALL_METHOD LOAD_FAST dtype_str COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (1,) LOAD_FAST backend LOAD_CONST 'complex64' LOAD_CONST ('like', 'dtype') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (1,) LOAD_FAST backend LOAD_CONST 'float64' LOAD_CONST ('like', 'dtype') CALL_FUNCTION STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD get_common_dtype LOAD_FAST x LOAD_FAST y CALL_METHOD LOAD_CONST 'complex128' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD set_backend LOAD_CONST 'test' CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_CONST 'test' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD set_backend LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_FAST backend CALL_METHOD SETUP_WITH to 134 POP_TOP LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (2,) LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST x CALL_METHOD LOAD_FAST backend COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('choose_backend',) IMPORT_NAME autoray.autoray IMPORT_FROM choose_backend STORE_DEREF choose_backend POP_TOP LOAD_CONST 0 LOAD_CONST ('ThreadPoolExecutor',) IMPORT_NAME concurrent.futures IMPORT_FROM ThreadPoolExecutor STORE_FAST ThreadPoolExecutor POP_TOP LOAD_CLOSURE choose_backend BUILD_TUPLE LOAD_CONST <code object foo at 0x7faad431da50, file "f.py", line 616> LOAD_CONST 'test_nested_multihreaded_backend_like.<locals>.foo' MAKE_FUNCTION STORE_DEREF foo LOAD_CONST ('A', 'A') LOAD_CONST ('B', 'B') LOAD_CONST ('C', 'C') LOAD_CONST ('B', 'B') LOAD_CONST ('A', 'A') BUILD_LIST STORE_FAST b_exp LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_CONST 'A' CALL_METHOD SETUP_WITH to 76 POP_TOP LOAD_DEREF foo LOAD_CONST 'B' LOAD_CONST 'C' CALL_FUNCTION STORE_FAST b POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST b LOAD_FAST b_exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST ('A', 'A') LOAD_CONST ('B', 'B') LOAD_CONST (None, 'builtins') LOAD_CONST ('B', 'B') LOAD_CONST ('A', 'A') BUILD_LIST STORE_FAST b_exp LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_CONST 'A' CALL_METHOD SETUP_WITH to 134 POP_TOP LOAD_DEREF foo LOAD_CONST 'B' LOAD_CONST None CALL_FUNCTION STORE_FAST b POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST b LOAD_FAST b_exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ThreadPoolExecutor LOAD_CONST 3 CALL_FUNCTION SETUP_WITH to 350 STORE_DEREF pool LOAD_CONST (None, 'A') LOAD_CONST ('B', 'B') LOAD_CONST ('C', 'C') LOAD_CONST ('B', 'B') LOAD_CONST (None, 'A') BUILD_LIST STORE_FAST b_exp LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_CONST 'A' CALL_METHOD SETUP_WITH to 246 POP_TOP LOAD_CLOSURE foo LOAD_CLOSURE pool BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad431d8a0, file "f.py", line 666> LOAD_CONST 'test_nested_multihreaded_backend_like.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST bs SETUP_LOOP to 242 LOAD_FAST bs GET_ITER FOR_ITER to 240 STORE_FAST b LOAD_FAST b LOAD_METHOD result CALL_METHOD LOAD_FAST b_exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST (None, 'A') LOAD_CONST ('B', 'B') LOAD_CONST (None, 'A') LOAD_CONST ('B', 'B') LOAD_CONST (None, 'A') BUILD_LIST STORE_FAST b_exp LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_CONST 'A' CALL_METHOD SETUP_WITH to 340 POP_TOP LOAD_CLOSURE foo LOAD_CLOSURE pool BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad431dc90, file "f.py", line 672> LOAD_CONST 'test_nested_multihreaded_backend_like.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST bs SETUP_LOOP to 336 LOAD_FAST bs GET_ITER FOR_ITER to 334 STORE_FAST b LOAD_FAST b LOAD_METHOD result CALL_METHOD LOAD_FAST b_exp COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST bs LOAD_FAST bs LOAD_METHOD append LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_DEREF choose_backend LOAD_CONST 'test' LOAD_CONST 1 CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_FAST backend1 CALL_METHOD SETUP_WITH to 138 POP_TOP LOAD_FAST bs LOAD_METHOD append LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_DEREF choose_backend LOAD_CONST 'test' LOAD_CONST 1 CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD backend_like LOAD_FAST backend2 CALL_METHOD SETUP_WITH to 104 POP_TOP LOAD_FAST bs LOAD_METHOD append LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_DEREF choose_backend LOAD_CONST 'test' LOAD_CONST 1 CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST bs LOAD_METHOD append LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_DEREF choose_backend LOAD_CONST 'test' LOAD_CONST 1 CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST bs LOAD_METHOD append LOAD_GLOBAL ar LOAD_METHOD get_backend CALL_METHOD LOAD_DEREF choose_backend LOAD_CONST 'test' LOAD_CONST 1 CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST bs RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST _ LOAD_DEREF pool LOAD_METHOD submit LOAD_DEREF foo LOAD_CONST 'B' LOAD_CONST 'C' CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST _ LOAD_DEREF pool LOAD_METHOD submit LOAD_DEREF foo LOAD_CONST 'B' LOAD_CONST None CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL ar LOAD_ATTR compose LOAD_CONST <code object mycomposedfn at 0x7faad431d6f0, file "f.py", line 678> LOAD_CONST 'test_compose.<locals>.mycomposedfn' MAKE_FUNCTION CALL_FUNCTION STORE_FAST mycomposedfn LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'ones' LOAD_CONST (2,) LOAD_CONST 'numpy' LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'mycomposedfn' LOAD_FAST x CALL_METHOD STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_FAST x LOAD_FAST y CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mycomposedfn LOAD_FAST x CALL_FUNCTION STORE_FAST y LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'allclose' LOAD_FAST x LOAD_FAST y CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mycomposedfn LOAD_METHOD register LOAD_CONST 'numpy' LOAD_CONST <code object <lambda> at 0x7faad431d420, file "f.py", line 689> LOAD_CONST 'test_compose.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'mycomposedfn' LOAD_FAST x CALL_METHOD STORE_FAST y LOAD_FAST y LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mycomposedfn LOAD_FAST x CALL_FUNCTION STORE_FAST y LOAD_FAST y LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mycomposedfn LOAD_METHOD register LOAD_CONST 'numpy' CALL_METHOD LOAD_CONST <code object f at 0x7faad431d1e0, file "f.py", line 695> LOAD_CONST 'test_compose.<locals>.f' MAKE_FUNCTION CALL_FUNCTION STORE_FAST f LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'mycomposedfn' LOAD_FAST x CALL_METHOD STORE_FAST y LOAD_FAST y LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mycomposedfn LOAD_FAST x CALL_FUNCTION STORE_FAST y LOAD_FAST y LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'exp' LOAD_FAST x LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_ATTR do LOAD_CONST 'log' LOAD_FAST x LOAD_FAST backend LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_FAST x RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 2 RETURN_VALUE LOAD_CONST 1.0 STORE_FAST re LOAD_CONST 2.0 STORE_FAST im LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'complex' LOAD_FAST re LOAD_FAST im CALL_METHOD STORE_FAST z LOAD_FAST z LOAD_CONST (1+2j) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD infer_backend LOAD_FAST z CALL_METHOD LOAD_CONST 'builtins' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_FAST np LOAD_CONST 1 LOAD_CONST 4.0 LOAD_CONST 7j LOAD_CONST () BUILD_LIST BUILD_LIST BUILD_LIST LOAD_FAST np LOAD_METHOD ones LOAD_CONST 3 CALL_METHOD LOAD_FAST np LOAD_METHOD ones LOAD_CONST 3 CALL_METHOD BUILD_LIST LOAD_FAST np LOAD_METHOD ones LOAD_CONST (5, 4, 3) CALL_METHOD BUILD_LIST STORE_FAST xs SETUP_LOOP to 114 LOAD_FAST xs GET_ITER FOR_ITER to 112 STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD shape LOAD_FAST x CALL_METHOD LOAD_FAST np LOAD_METHOD shape LOAD_FAST x CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ar LOAD_METHOD ndim LOAD_FAST x CALL_METHOD LOAD_FAST np LOAD_METHOD ndim LOAD_FAST x CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST ('numpy', 'cupy', 'jax') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "backend doens't suport scipy." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (3, 3) LOAD_FAST backend LOAD_CONST ('backend',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL ar LOAD_METHOD do LOAD_CONST 'scipy.linalg.expm' LOAD_FAST x CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
import importlib.util import pytest import autoray as ar from autoray import shape BACKENDS = [pytest.param("numpy")] for lib in ["cupy", "dask", "tensorflow", "torch", "mars", "jax", "sparse"]: if importlib.util.find_spec(lib): BACKENDS.append(pytest.param(lib)) if lib == "jax": import os from jax.config import config config.update("jax_enable_x64", True) config.update("jax_platform_name", "cpu") os.environ["XLA_PYTHON_CLIENT_ALLOCATOR"] = "platform" else: BACKENDS.append( pytest.param(lib, marks=pytest.mark.skipif(True, reason=f"No {lib}.")) ) JAX_RANDOM_KEY = None def gen_rand(shape, backend, dtype="float64"): if "complex" in dtype: re = gen_rand(shape, backend) im = gen_rand(shape, backend) return ar.astype(ar.do("complex", re, im), dtype) if backend == "jax": from jax import random as jrandom global JAX_RANDOM_KEY if JAX_RANDOM_KEY is None: JAX_RANDOM_KEY = jrandom.PRNGKey(42) JAX_RANDOM_KEY, subkey = jrandom.split(JAX_RANDOM_KEY) return jrandom.uniform(subkey, shape=shape, dtype=dtype) elif backend == "sparse": x = ar.do( "random.uniform", size=shape, like=backend, density=0.5, format="coo", fill_value=0, ) else: x = ar.do("random.uniform", size=shape, like=backend) x = ar.astype(x, ar.to_backend_dtype(dtype, backend)) assert ar.get_dtype_name(x) == dtype return x @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("fn", ["sqrt", "exp", "sum"]) def test_basic(backend, fn): if (backend == "ctf") and fn in ("sqrt", "sum"): pytest.xfail("ctf doesn't have sqrt, and converts sum output to numpy") x = gen_rand((2, 3, 4), backend) y = ar.do(fn, x) if (backend == "sparse") and (fn == "sum"): pytest.xfail("Sparse 'sum' outputs dense.") assert ar.infer_backend(x) == ar.infer_backend(y) == backend def test_infer_backend_multi(): x = 1.0 y = gen_rand((2, 3), "numpy") z = ar.lazy.Variable((4, 5)) assert ar.infer_backend_multi(x) == "builtins" assert ar.infer_backend_multi(x, y) == "numpy" assert ar.infer_backend_multi(x, y, z) == "autoray.lazy" def test_raises_import_error_when_missing(): with pytest.raises(ImportError): ar.do("anonexistantfunction", 1, like="numpy") with pytest.raises(ImportError): ar.do("ones", 1, like="anonexistantbackend") @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize( "fn,args", [ (ar.conj, []), (ar.transpose, []), (ar.real, []), (ar.imag, []), (ar.reshape, [(5, 3)]), ], ) def test_attribute_prefs(backend, fn, args): if (backend == "torch") and fn in (ar.real, ar.imag): pytest.xfail("Pytorch doesn't support complex numbers yet...") x = gen_rand((3, 5), backend) y = fn(x, *args) assert ar.infer_backend(x) == ar.infer_backend(y) == backend def modified_gram_schmidt(X): Q = [] for j in range(0, shape(X)[0]): q = X[j, :] for i in range(0, j): rij = ar.do("tensordot", ar.do("conj", Q[i]), q, 1) q = q - rij * Q[i] rjj = ar.do("linalg.norm", q, 2) Q.append(q / rjj) return ar.do("stack", Q, axis=0) @pytest.mark.parametrize("backend", BACKENDS) def test_mgs(backend): if backend == "sparse": pytest.xfail("Sparse doesn't support linear algebra yet...") if backend == "ctf": pytest.xfail("ctf does not have 'stack' function.") x = gen_rand((3, 5), backend) Ux = modified_gram_schmidt(x) y = ar.do("sum", Ux @ ar.dag(Ux)) assert ar.to_numpy(y) == pytest.approx(3) def modified_gram_schmidt_np_mimic(X): from autoray import numpy as np print(np) Q = [] for j in range(0, shape(X)[0]): q = X[j, :] for i in range(0, j): rij = np.tensordot(np.conj(Q[i]), q, 1) q = q - rij * Q[i] rjj = np.linalg.norm(q, 2) Q.append(q / rjj) return np.stack(Q, axis=0) @pytest.mark.parametrize("backend", BACKENDS) def test_mgs_np_mimic(backend): if backend == "sparse": pytest.xfail("Sparse doesn't support linear algebra yet...") if backend == "ctf": pytest.xfail("ctf does not have 'stack' function.") x = gen_rand((3, 5), backend) Ux = modified_gram_schmidt_np_mimic(x) y = ar.do("sum", Ux @ ar.dag(Ux)) assert ar.to_numpy(y) == pytest.approx(3) @pytest.mark.parametrize("backend", BACKENDS) def test_linalg_svd_square(backend): if backend == "sparse": pytest.xfail("Sparse doesn't support linear algebra yet...") x = gen_rand((5, 4), backend) U, s, V = ar.do("linalg.svd", x) assert ( ar.infer_backend(x) == ar.infer_backend(U) == ar.infer_backend(s) == ar.infer_backend(V) == backend ) y = U @ ar.do("diag", s, like=x) @ V diff = ar.do("sum", abs(y - x)) assert ar.to_numpy(diff) < 1e-8 @pytest.mark.parametrize("backend", BACKENDS) def test_translator_random_uniform(backend): from autoray import numpy as anp if backend == "sparse": pytest.xfail("Sparse will have zeros") x = anp.random.uniform(low=-10, size=(4, 5), like=backend) assert (ar.to_numpy(x) > -10).all() assert (ar.to_numpy(x) < 1.0).all() x = anp.random.uniform(low=1000, high=2000, like=backend) assert 1000 <= ar.to_numpy(x) < 2000 @pytest.mark.parametrize("backend", BACKENDS) def test_translator_random_normal(backend): if backend == "ctf": pytest.xfail() from autoray import numpy as anp x = anp.random.normal(100.0, 0.1, size=(4, 5), like=backend) if backend == "sparse": assert (x.data > 90.0).all() assert (x.data < 110.0).all() return assert (ar.to_numpy(x) > 90.0).all() assert (ar.to_numpy(x) < 110.0).all() if backend == "tensorflow": x32 = ar.do( "random.normal", 100.0, 0.1, dtype="float32", size=(4, 5), like=backend, ) assert x32.dtype == "float32" assert (ar.to_numpy(x32) > 90.0).all() assert (ar.to_numpy(x32) < 110.0).all() x = anp.random.normal(loc=1500, scale=10, like=backend) assert 1000 <= ar.to_numpy(x) < 2000 @pytest.mark.parametrize("backend", BACKENDS) def test_tril(backend): x = gen_rand((4, 4), backend) xl = ar.do("tril", x) xln = ar.to_numpy(xl) assert xln[0, 1] == 0.0 if backend != "sparse": assert (xln > 0.0).sum() == 10 xl = ar.do("tril", x, k=1) xln = ar.to_numpy(xl) if backend != "sparse": assert xln[0, 1] != 0.0 assert xln[0, 2] == 0.0 if backend != "sparse": assert (xln > 0.0).sum() == 13 if backend == "tensorflow": with pytest.raises(ValueError): ar.do("tril", x, -1) @pytest.mark.parametrize("backend", BACKENDS) def test_triu(backend): x = gen_rand((4, 4), backend) xl = ar.do("triu", x) xln = ar.to_numpy(xl) assert xln[1, 0] == 0.0 if backend != "sparse": assert (xln > 0.0).sum() == 10 xl = ar.do("triu", x, k=-1) xln = ar.to_numpy(xl) if backend != "sparse": assert xln[1, 0] != 0.0 assert xln[2, 0] == 0.0 if backend != "sparse": assert (xln > 0.0).sum() == 13 if backend == "tensorflow": with pytest.raises(ValueError): ar.do("triu", x, 1) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("shape", [(4, 3), (4, 4), (3, 4)]) def test_qr_thin_square_fat(backend, shape): if backend == "sparse": pytest.xfail("Sparse doesn't support linear algebra yet...") x = gen_rand(shape, backend) Q, R = ar.do("linalg.qr", x) xn, Qn, Rn = map(ar.to_numpy, (x, Q, R)) assert ar.do("allclose", xn, Qn @ Rn) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("array_dtype", ["int", "float", "bool"]) def test_count_nonzero(backend, array_dtype): if backend == "mars": import mars if tuple(map(int, mars.__version__.split("."))) < (0, 4, 0): pytest.xfail("mars count_nonzero bug fixed in version 0.4.") if backend == "ctf" and array_dtype == "bool": pytest.xfail("ctf doesn't support bool array dtype") if array_dtype == "int": x = ar.do("array", [0, 1, 2, 0, 3], like=backend) elif array_dtype == "float": x = ar.do("array", [0.0, 1.0, 2.0, 0.0, 3.0], like=backend) elif array_dtype == "bool": x = ar.do("array", [False, True, True, False, True], like=backend) nz = ar.do("count_nonzero", x) assert ar.to_numpy(nz) == 3 def test_pseudo_submodules(): x = gen_rand((2, 3), "numpy") xT = ar.do("numpy.transpose", x, like="autoray") assert shape(xT) == (3, 2) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("creation", ["ones", "zeros"]) @pytest.mark.parametrize("dtype", ["float32", "float64", "complex64", "complex128"]) def test_dtype_specials(backend, creation, dtype): import numpy as np x = ar.do(creation, shape=(2, 3), like=backend) if backend == "torch" and "complex" in dtype: pytest.xfail("Pytorch doesn't support complex numbers yet...") x = ar.astype(x, dtype) assert ar.get_dtype_name(x) == dtype x = ar.to_numpy(x) assert isinstance(x, np.ndarray) assert ar.get_dtype_name(x) == dtype @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("real_dtype", ["float32", "float64"]) def test_complex_creation(backend, real_dtype): if backend == "torch": pytest.xfail("Pytorch doesn't support complex numbers yet...") if (backend == "sparse") and (real_dtype == "float32"): pytest.xfail( "Bug in sparse where single precision isn't maintained " "after scalar multiplication." ) if (backend == "ctf") and (real_dtype == "float32"): pytest.xfail( "ctf currently doesn't preserve single precision when " "multiplying by python scalars." ) x = ar.do( "complex", ar.astype(ar.do("random.uniform", size=(3, 4), like=backend), real_dtype), ar.astype(ar.do("random.uniform", size=(3, 4), like=backend), real_dtype), ) assert ( ar.get_dtype_name(x) == {"float32": "complex64", "float64": "complex128"}[real_dtype] ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize( "dtype_in,dtype_out", [ ("float32", "float32"), ("float64", "float64"), ("complex64", "float32"), ("complex128", "float64"), ], ) def test_real_imag(backend, dtype_in, dtype_out): x = gen_rand((3, 4), backend, dtype_in) re = ar.do("real", x) im = ar.do("imag", x) assert ar.infer_backend(re) == backend assert ar.infer_backend(im) == backend assert ar.get_dtype_name(re) == dtype_out assert ar.get_dtype_name(im) == dtype_out assert ar.do("allclose", ar.to_numpy(x).real, ar.to_numpy(re)) assert ar.do("allclose", ar.to_numpy(x).imag, ar.to_numpy(im)) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize( "dtype", ["float32", "float64", "complex64", "complex128"], ) def test_linalg_solve(backend, dtype): if backend == "sparse": pytest.xfail("Sparse doesn't support linear algebra yet...") A = gen_rand((4, 4), backend, dtype) b = gen_rand((4, 1), backend, dtype) x = ar.do("linalg.solve", A, b) assert ar.do("allclose", ar.to_numpy(A @ x), ar.to_numpy(b), rtol=1e-3, atol=1e-6) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize( "dtype", ["float32", "float64", "complex64", "complex128"], ) def test_linalg_eigh(backend, dtype): if backend == "sparse": pytest.xfail("sparse doesn't support linalg.eigh yet.") if backend == "dask": pytest.xfail("dask doesn't support linalg.eigh yet.") if backend == "mars": pytest.xfail("mars doesn't support linalg.eigh yet.") if (backend == "torch") and ("complex" in dtype): pytest.xfail("Pytorch doesn't fully support complex yet.") A = gen_rand((4, 4), backend, dtype) A = A + ar.dag(A) el, ev = ar.do("linalg.eigh", A) B = (ev * ar.reshape(el, (1, -1))) @ ar.dag(ev) assert ar.do("allclose", ar.to_numpy(A), ar.to_numpy(B), rtol=1e-3) @pytest.mark.parametrize("backend", BACKENDS) def test_pad(backend): if backend == "sparse": pytest.xfail("sparse doesn't support linalg.eigh yet.") if backend == "mars": pytest.xfail("mars doesn't support linalg.eigh yet.") A = gen_rand((3, 4, 5), backend) for pad_width, new_shape in [ (2, (7, 8, 9)), (((1, 2),), (6, 7, 8)), (((4, 3), (2, 4), (3, 2)), (10, 10, 10)), ]: B = ar.do("pad", A, pad_width) assert shape(B) == new_shape assert ar.to_numpy(ar.do("sum", A)) == pytest.approx( ar.to_numpy(ar.do("sum", B)) ) @pytest.mark.parametrize("backend", BACKENDS) def test_register_function(backend): x = ar.do("ones", shape=(2, 3), like=backend) def direct_fn(x): return 1 ar.register_function(backend, "test_register", direct_fn) assert ar.do("test_register", x) == 1 def wrap_fn(fn): def new_fn(*args, **kwargs): res = fn(*args, **kwargs) return res + 1 return new_fn ar.register_function(backend, "test_register", wrap_fn, wrap=True) assert ar.do("test_register", x) == 2 @pytest.mark.parametrize("backend", BACKENDS) def test_take(backend): if backend == "sparse": pytest.xfail("sparse doesn't support take yet") num_inds = 4 A = gen_rand((2, 3, 4), backend) if backend == "jax": # gen_rand doesn't work with ints for JAX ind = gen_rand((num_inds,), "numpy", dtype="int64") else: ind = gen_rand((num_inds,), backend, dtype="int64") B = ar.do("take", A, ind, axis=1) assert shape(B) == (2, 4, 4) for i in range(num_inds): assert ar.do("allclose", ar.to_numpy(A[:, ind[0], :]), ar.to_numpy(B[:, 0, :])) assert ar.infer_backend(A) == ar.infer_backend(B) @pytest.mark.parametrize("backend", BACKENDS) def test_concatenate(backend): mats = [gen_rand((2, 3, 4), backend) for _ in range(3)] mats_concat1 = ar.do("concatenate", mats, axis=1) mats_concat2 = ar.do("concatenate", mats, axis=1, like=backend) assert shape(mats_concat1) == shape(mats_concat2) == (2, 9, 4) assert backend == ar.infer_backend(mats_concat1) == ar.infer_backend(mats_concat2) @pytest.mark.parametrize("backend", BACKENDS) def test_stack(backend): mats = [gen_rand((2, 3, 4), backend) for _ in range(3)] mats_stack1 = ar.do("stack", mats) mats_stack2 = ar.do("stack", mats, like=backend) assert shape(mats_stack1) == shape(mats_stack2) == (3, 2, 3, 4) assert backend == ar.infer_backend(mats_stack1) == ar.infer_backend(mats_stack2) @pytest.mark.parametrize("backend", BACKENDS) def test_einsum(backend): if backend == "sparse": pytest.xfail("sparse doesn't support einsum yet") A = gen_rand((2, 3, 4), backend) B = gen_rand((3, 4, 2), backend) C1 = ar.do("einsum", "ijk,jkl->il", A, B, like=backend) C2 = ar.do("einsum", "ijk,jkl->il", A, B) if backend not in ("torch", "tensorflow"): # this syntax is not supported C3 = ar.do("einsum", A, [0, 1, 2], B, [1, 2, 3], [0, 3]) else: C3 = C1 C4 = ar.do("reshape", A, (2, 12)) @ ar.do("reshape", B, (12, 2)) assert shape(C1) == shape(C2) == shape(C3) == (2, 2) assert ar.do("allclose", ar.to_numpy(C1), ar.to_numpy(C4)) assert ar.do("allclose", ar.to_numpy(C2), ar.to_numpy(C4)) assert ar.do("allclose", ar.to_numpy(C3), ar.to_numpy(C4)) assert ( ar.infer_backend(C1) == ar.infer_backend(C2) == ar.infer_backend(C3) == ar.infer_backend(C4) == backend ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("int_or_section", ["int", "section"]) def test_split(backend, int_or_section): if backend == "sparse": pytest.xfail("sparse doesn't support split yet") if backend == "dask": pytest.xfail("dask doesn't support split yet") A = ar.do("ones", (10, 20, 10), like=backend) if int_or_section == "section": sections = [2, 4, 14] splits = ar.do("split", A, sections, axis=1) assert len(splits) == 4 assert splits[3].shape == (10, 6, 10) else: splits = ar.do("split", A, 5, axis=2) assert len(splits) == 5 assert splits[2].shape == (10, 20, 2) @pytest.mark.parametrize("backend", BACKENDS) def test_where(backend): if backend == "sparse": pytest.xfail("sparse doesn't support where yet") A = ar.do("arange", 10, like=backend) B = ar.do("arange", 10, like=backend) + 1 C = ar.do("stack", [A, B]) D = ar.do("where", C < 5) if backend == "dask": for x in D: x.compute_chunk_sizes() for x in D: assert ar.to_numpy(x).shape == (9,) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype_str", ["float32", "float64"]) @pytest.mark.parametrize( "fn", ["random.normal", "random.uniform", "zeros", "ones", "eye"] ) @pytest.mark.parametrize("str_or_backend", ("str", "backend")) def test_dtype_kwarg(backend, dtype_str, fn, str_or_backend): if str_or_backend == "str": dtype = dtype_str else: dtype = ar.to_backend_dtype(dtype_str, like=backend) if fn in ("random.normal", "random.uniform"): A = ar.do(fn, size=(10, 5), dtype=dtype, like=backend) elif fn in ("zeros", "ones"): A = ar.do(fn, shape=(10, 5), dtype=dtype, like=backend) else: # fn = 'eye' A = ar.do(fn, 10, dtype=dtype, like=backend) assert shape(A) == (10, 10) A = ar.do(fn, 10, 5, dtype=dtype, like=backend) assert shape(A) == (10, 5) assert ar.get_dtype_name(A) == dtype_str @pytest.mark.parametrize("backend", BACKENDS) def test_get_common_dtype(backend): x = ar.do("ones", (1,), like=backend, dtype="complex64") y = ar.do("ones", (1,), like=backend, dtype="float64") assert ar.get_common_dtype(x, y) == "complex128" @pytest.mark.parametrize("backend", BACKENDS) def test_backend_like(backend): assert ar.get_backend() is None ar.set_backend("test") assert ar.get_backend() == "test" ar.set_backend(None) assert ar.get_backend() is None with ar.backend_like(backend): assert ar.get_backend() == backend x = ar.do("ones", (2,), like=backend) assert ar.infer_backend(x) == backend assert ar.get_backend() is None def test_nested_multihreaded_backend_like(): from autoray.autoray import choose_backend from concurrent.futures import ThreadPoolExecutor def foo(backend1, backend2): bs = [] bs.append( ( ar.get_backend(), choose_backend("test", 1), ) ) with ar.backend_like(backend1): bs.append( ( ar.get_backend(), choose_backend("test", 1), ) ) with ar.backend_like(backend2): bs.append( ( ar.get_backend(), choose_backend("test", 1), ) ) bs.append( ( ar.get_backend(), choose_backend("test", 1), ) ) bs.append((ar.get_backend(), choose_backend("test", 1))) return bs b_exp = [("A", "A"), ("B", "B"), ("C", "C"), ("B", "B"), ("A", "A")] with ar.backend_like("A"): b = foo("B", "C") assert b == b_exp b_exp = [ ("A", "A"), ("B", "B"), (None, "builtins"), ("B", "B"), ("A", "A"), ] with ar.backend_like("A"): b = foo("B", None) assert b == b_exp with ThreadPoolExecutor(3) as pool: b_exp = [(None, "A"), ("B", "B"), ("C", "C"), ("B", "B"), (None, "A")] with ar.backend_like("A"): bs = [pool.submit(foo, "B", "C") for _ in range(3)] for b in bs: assert b.result() == b_exp b_exp = [(None, "A"), ("B", "B"), (None, "A"), ("B", "B"), (None, "A")] with ar.backend_like("A"): bs = [pool.submit(foo, "B", None) for _ in range(3)] for b in bs: assert b.result() == b_exp def test_compose(): @ar.compose def mycomposedfn(x, backend): x = ar.do("exp", x, like=backend) x = ar.do("log", x, like=backend) return x x = ar.do("ones", (2,), like="numpy") y = ar.do("mycomposedfn", x) assert ar.do("allclose", x, y) y = mycomposedfn(x) assert ar.do("allclose", x, y) mycomposedfn.register("numpy", lambda x: 1) y = ar.do("mycomposedfn", x) assert y == 1 y = mycomposedfn(x) assert y == 1 @mycomposedfn.register("numpy") def f(x): return 2 y = ar.do("mycomposedfn", x) assert y == 2 y = mycomposedfn(x) assert y == 2 def test_builtins_complex(): re = 1.0 im = 2.0 z = ar.do("complex", re, im) assert z == 1.0 + 2.0j assert ar.infer_backend(z) == "builtins" def test_shape_ndim_builtins(): import numpy as np xs = [ 1, 4.0, 7j, (), [], [[]], [np.ones(3), np.ones(3)], np.ones((5, 4, 3)), ] for x in xs: assert ar.shape(x) == np.shape(x) assert ar.ndim(x) == np.ndim(x) @pytest.mark.parametrize("backend", BACKENDS) def test_scipy_dispatching(backend): if backend not in ["numpy", "cupy", "jax"]: pytest.xfail("backend doens't suport scipy.") x = gen_rand((3, 3), backend=backend) ar.do("scipy.linalg.expm", x)
data/autoray-0.6.8/tests/test_autoray.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('Iterable',) IMPORT_NAME collections.abc IMPORT_FROM Iterable STORE_NAME Iterable POP_TOP LOAD_CONST 0 LOAD_CONST ('Any',) IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME xarray STORE_NAME xr LOAD_CONST 0 LOAD_CONST ('DataArray', 'Dataset') IMPORT_NAME xarray IMPORT_FROM DataArray STORE_NAME DataArray IMPORT_FROM Dataset STORE_NAME Dataset POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_allclose', 'assert_equal', 'raise_if_dask_computes', 'requires_cftime', 'requires_dask') IMPORT_NAME xarray.tests IMPORT_FROM assert_allclose STORE_NAME assert_allclose IMPORT_FROM assert_equal STORE_NAME assert_equal IMPORT_FROM raise_if_dask_computes STORE_NAME raise_if_dask_computes IMPORT_FROM requires_cftime STORE_NAME requires_cftime IMPORT_FROM requires_dask STORE_NAME requires_dask POP_TOP LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'as_dataset' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST 'bool' LOAD_CONST 'None' LOAD_CONST ('as_dataset', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_weighted_non_DataArray_weights at 0x7f8e4475c5d0, file "f.py", line 20> LOAD_CONST 'test_weighted_non_DataArray_weights' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_non_DataArray_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'as_dataset' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'weights' LOAD_NAME np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_CONST 'bool' LOAD_CONST 'list[float]' LOAD_CONST 'None' LOAD_CONST ('as_dataset', 'weights', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_weighted_weights_nan_raises at 0x7f8e4475c930, file "f.py", line 30> LOAD_CONST 'test_weighted_weights_nan_raises' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_weights_nan_raises LOAD_NAME requires_dask LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'as_dataset' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'weights' LOAD_NAME np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_weights_nan_raises_dask at 0x7f8e4475ced0, file "f.py", line 41> LOAD_CONST 'test_weighted_weights_nan_raises_dask' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_weights_nan_raises_dask LOAD_NAME requires_cftime LOAD_NAME requires_dask LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'time_chunks' LOAD_CONST (1, 5) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'resample_spec' LOAD_CONST ('1YS', '5YS', '10YS') CALL_METHOD LOAD_CONST <code object test_weighted_lazy_resample at 0x7f8e4475cc00, file "f.py", line 58> LOAD_CONST 'test_weighted_lazy_resample' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_lazy_resample LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 2 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_sum_of_weights_no_nan at 0x7f8e4475c4b0, file "f.py", line 77> LOAD_CONST 'test_weighted_sum_of_weights_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_of_weights_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 2 BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_sum_of_weights_nan at 0x7f8e4475c810, file "f.py", line 91> LOAD_CONST 'test_weighted_sum_of_weights_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_of_weights_nan LOAD_CONST <code object test_weighted_sum_of_weights_bool at 0x7f8e2fcbfa50, file "f.py", line 105> LOAD_CONST 'test_weighted_sum_of_weights_bool' MAKE_FUNCTION STORE_NAME test_weighted_sum_of_weights_bool LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_CONST 1.0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'factor' LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 3.14 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_weighted_sum_equal_weights at 0x7f8e2fcbf4b0, file "f.py", line 115> LOAD_CONST 'test_weighted_sum_equal_weights' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_equal_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 5 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 4 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_sum_no_nan at 0x7f8e2fcbf810, file "f.py", line 128> LOAD_CONST 'test_weighted_sum_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 4 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 4 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_weighted_sum_nan at 0x7f8e2fcbfae0, file "f.py", line 141> LOAD_CONST 'test_weighted_sum_nan' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'error' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_CONST 1.0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'factor' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3.14 BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weighted_mean_equal_weights at 0x7f8e2fcbfed0, file "f.py", line 159> LOAD_CONST 'test_weighted_mean_equal_weights' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_mean_equal_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_CONST 1.6 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1.0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_mean_no_nan at 0x7f8e2fcbf300, file "f.py", line 174> LOAD_CONST 'test_weighted_mean_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_mean_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 0.25 LOAD_CONST 0.05 LOAD_CONST 0.15 LOAD_CONST 0.25 LOAD_CONST 0.15 LOAD_CONST 0.1 LOAD_CONST 0.05 BUILD_LIST LOAD_CONST 1.554595 LOAD_CONST 2.463784 LOAD_CONST 3.0 LOAD_CONST 3.518378 BUILD_LIST BUILD_TUPLE LOAD_CONST 0.05 LOAD_CONST 0.05 LOAD_CONST 0.1 LOAD_CONST 0.15 LOAD_CONST 0.15 LOAD_CONST 0.25 LOAD_CONST 0.25 BUILD_LIST LOAD_CONST 2.84 LOAD_CONST 3.632973 LOAD_CONST 4.076216 LOAD_CONST 4.523243 BUILD_LIST BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_quantile_no_nan at 0x7f8e2fcbf270, file "f.py", line 187> LOAD_CONST 'test_weighted_quantile_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_no_nan LOAD_CONST <code object test_weighted_quantile_zero_weights at 0x7f8e2fcbf1e0, file "f.py", line 211> LOAD_CONST 'test_weighted_quantile_zero_weights' MAKE_FUNCTION STORE_NAME test_weighted_quantile_zero_weights LOAD_CONST <code object test_weighted_quantile_simple at 0x7f8e2fcbf930, file "f.py", line 222> LOAD_CONST 'test_weighted_quantile_simple' MAKE_FUNCTION STORE_NAME test_weighted_quantile_simple LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_weighted_quantile_nan at 0x7f8e2fcbf5d0, file "f.py", line 235> LOAD_CONST 'test_weighted_quantile_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_CONST 5 BUILD_LIST LOAD_CONST 'nonan' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'singlenan' LOAD_CONST ('id',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST LOAD_CONST 'allnan' LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'ignore:All-NaN slice encountered:RuntimeWarning' CALL_METHOD LOAD_CONST ('id', 'marks') CALL_FUNCTION BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'q' LOAD_CONST (0.5, (0.2, 0.8)) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'factor' LOAD_CONST 1 LOAD_CONST 3.14 BUILD_LIST CALL_METHOD LOAD_CONST 'list[float]' LOAD_CONST 'float | tuple[float, ...]' LOAD_CONST 'bool' LOAD_CONST 'float' LOAD_CONST 'None' LOAD_CONST ('da', 'q', 'skipna', 'factor', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_weighted_quantile_equal_weights at 0x7f8e2fcbfc90, file "f.py", line 251> LOAD_CONST 'test_weighted_quantile_equal_weights' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_equal_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST '`method` argument is not currently exposed' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'q' LOAD_CONST (0.5, (0.2, 0.8)) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'method' LOAD_CONST 'linear' LOAD_CONST 'interpolated_inverted_cdf' LOAD_CONST 'hazen' LOAD_CONST 'weibull' LOAD_CONST 'median_unbiased' LOAD_CONST 'normal_unbiased2' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weighted_quantile_equal_weights_all_methods at 0x7f8e2fcbf660, file "f.py", line 280> LOAD_CONST 'test_weighted_quantile_equal_weights_all_methods' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_equal_weights_all_methods LOAD_CONST <code object test_weighted_quantile_bool at 0x7f8e2fcbf150, file "f.py", line 312> LOAD_CONST 'test_weighted_quantile_bool' MAKE_FUNCTION STORE_NAME test_weighted_quantile_bool LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'q' LOAD_CONST (-1, 1.1, (0.5, 1.1), ((0.2, 0.4), (0.6, 0.8))) CALL_METHOD LOAD_CONST <code object test_weighted_quantile_with_invalid_q at 0x7f8e2fcbff60, file "f.py", line 323> LOAD_CONST 'test_weighted_quantile_with_invalid_q' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_with_invalid_q LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_CONST 2.0 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_weighted_mean_nan at 0x7f8e2fcbf390, file "f.py", line 337> LOAD_CONST 'test_weighted_mean_nan' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_mean_nan LOAD_CONST <code object test_weighted_mean_bool at 0x7f8e2fcbf6f0, file "f.py", line 355> LOAD_CONST 'test_weighted_mean_bool' MAKE_FUNCTION STORE_NAME test_weighted_mean_bool LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0.6666666666666666 BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_sum_of_squares_no_nan at 0x7f8e2fcbf780, file "f.py", line 365> LOAD_CONST 'test_weighted_sum_of_squares_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_of_squares_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_sum_of_squares_nan at 0x7f8e2fcbf420, file "f.py", line 379> LOAD_CONST 'test_weighted_sum_of_squares_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_sum_of_squares_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'error' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_CONST 1.0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'factor' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3.14 BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weighted_var_equal_weights at 0x7f8e2fcbfc00, file "f.py", line 393> LOAD_CONST 'test_weighted_var_equal_weights' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_var_equal_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_CONST 0.24 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_var_no_nan at 0x7f8ab73b6db0, file "f.py", line 408> LOAD_CONST 'test_weighted_var_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_var_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_var_nan at 0x7f8ab73b6e40, file "f.py", line 421> LOAD_CONST 'test_weighted_var_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_var_nan LOAD_CONST <code object test_weighted_var_bool at 0x7f8ab73b6030, file "f.py", line 434> LOAD_CONST 'test_weighted_var_bool' MAKE_FUNCTION STORE_NAME test_weighted_var_bool LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'error' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'da' LOAD_CONST 1.0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_NAME np LOAD_ATTR nan BUILD_LIST BUILD_TUPLE CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'factor' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3.14 BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weighted_std_equal_weights at 0x7f8ab73b6ae0, file "f.py", line 444> LOAD_CONST 'test_weighted_std_equal_weights' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_std_equal_weights LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_NAME np LOAD_METHOD sqrt LOAD_CONST 0.24 CALL_METHOD BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_std_no_nan at 0x7f8ab73b6c90, file "f.py", line 459> LOAD_CONST 'test_weighted_std_no_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_std_no_nan LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('weights', 'expected') LOAD_CONST 4 LOAD_CONST 6 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_NAME np LOAD_ATTR nan BUILD_TUPLE BUILD_TUPLE CALL_METHOD LOAD_CONST <code object test_weighted_std_nan at 0x7f8ab73b69c0, file "f.py", line 472> LOAD_CONST 'test_weighted_std_nan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_std_nan LOAD_CONST <code object test_weighted_std_bool at 0x7f8ab73b6d20, file "f.py", line 485> LOAD_CONST 'test_weighted_std_bool' MAKE_FUNCTION STORE_NAME test_weighted_std_bool LOAD_CONST <code object expected_weighted at 0x7f8ab73b6c00, file "f.py", line 495> LOAD_CONST 'expected_weighted' MAKE_FUNCTION STORE_NAME expected_weighted LOAD_CONST <code object check_weighted_operations at 0x7f8ab73b64b0, file "f.py", line 534> LOAD_CONST 'check_weighted_operations' MAKE_FUNCTION STORE_NAME check_weighted_operations LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dim' LOAD_CONST ('a', 'b', 'c', ('a', 'b'), ('a', 'b', 'c'), None) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'add_nans' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (None, True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'ignore:invalid value encountered in sqrt' CALL_METHOD LOAD_CONST <code object test_weighted_operations_3D at 0x7f8ab73b66f0, file "f.py", line 560> LOAD_CONST 'test_weighted_operations_3D' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_operations_3D LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dim' LOAD_CONST ('a', 'b', 'c', ('a', 'b'), ('a', 'b', 'c'), None) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'q' LOAD_CONST (0.5, (0.1, 0.9), (0.2, 0.4, 0.6, 0.8)) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'add_nans' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (None, True, False) CALL_METHOD LOAD_CONST <code object test_weighted_quantile_3D at 0x7f8ab73b60c0, file "f.py", line 584> LOAD_CONST 'test_weighted_quantile_3D' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_quantile_3D LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'coords_weights, coords_data, expected_value_at_weighted_quantile' LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 2.5 BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 1.8 BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 3.8 BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST 'Iterable[Any]' LOAD_CONST 'Iterable[Any]' LOAD_CONST 'float' LOAD_CONST 'None' LOAD_CONST ('coords_weights', 'coords_data', 'expected_value_at_weighted_quantile', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_weighted_operations_nonequal_coords at 0x7f8ab73b6f60, file "f.py", line 613> LOAD_CONST 'test_weighted_operations_nonequal_coords' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_operations_nonequal_coords LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape_data' LOAD_CONST ((4,), (4, 4), (4, 4, 4)) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape_weights' LOAD_CONST ((4,), (4, 4), (4, 4, 4)) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'add_nans' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'skipna' LOAD_CONST (None, True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'ignore:invalid value encountered in sqrt' CALL_METHOD LOAD_CONST <code object test_weighted_operations_different_shapes at 0x7f8ab73b6150, file "f.py", line 658> LOAD_CONST 'test_weighted_operations_different_shapes' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_operations_different_shapes LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'operation' LOAD_CONST ('sum_of_weights', 'sum', 'mean', 'sum_of_squares', 'var', 'std', 'quantile') CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'as_dataset' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'keep_attrs' LOAD_CONST (True, False, None) CALL_METHOD LOAD_CONST <code object test_weighted_operations_keep_attr at 0x7f8ab73b68a0, file "f.py", line 684> LOAD_CONST 'test_weighted_operations_keep_attr' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_operations_keep_attr LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'operation' LOAD_CONST ('sum_of_weights', 'sum', 'mean', 'sum_of_squares', 'var', 'std', 'quantile') CALL_METHOD LOAD_CONST <code object test_weighted_operations_keep_attr_da_in_ds at 0x7f8ab73b61e0, file "f.py", line 713> LOAD_CONST 'test_weighted_operations_keep_attr_da_in_ds' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_operations_keep_attr_da_in_ds LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'operation' LOAD_CONST ('sum_of_weights', 'sum', 'mean', 'quantile') CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'as_dataset' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_weighted_bad_dim at 0x7f8ab73b6660, file "f.py", line 731> LOAD_CONST 'test_weighted_bad_dim' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_weighted_bad_dim LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST data LOAD_FAST as_dataset POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST '`weights` must be a DataArray' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 62 POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST data LOAD_FAST as_dataset POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST '`weights` cannot contain missing values.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 62 POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION LOAD_METHOD chunk LOAD_CONST 'dim_0' LOAD_CONST -1 BUILD_MAP CALL_METHOD STORE_FAST data LOAD_FAST as_dataset POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION LOAD_METHOD chunk LOAD_CONST 'dim_0' LOAD_CONST -1 BUILD_MAP CALL_METHOD STORE_FAST weights LOAD_GLOBAL raise_if_dask_computes CALL_FUNCTION SETUP_WITH to 78 POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD STORE_FAST weighted POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST '`weights` cannot contain missing values.' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 116 POP_TOP LOAD_FAST weighted LOAD_METHOD sum CALL_METHOD LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST <code object mean_func at 0x7f8e4475ca50, file "f.py", line 63> LOAD_CONST 'test_weighted_lazy_resample.<locals>.mean_func' MAKE_FUNCTION STORE_FAST mean_func LOAD_GLOBAL xr LOAD_ATTR cftime_range LOAD_CONST '2000' LOAD_CONST 20 LOAD_CONST '1YS' LOAD_CONST ('start', 'periods', 'freq') CALL_FUNCTION STORE_FAST t LOAD_GLOBAL xr LOAD_ATTR DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_GLOBAL len LOAD_FAST t CALL_FUNCTION CALL_METHOD LOAD_CONST 'time' BUILD_LIST LOAD_CONST 'time' LOAD_FAST t BUILD_MAP LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL xr LOAD_ATTR DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_GLOBAL len LOAD_FAST t CALL_FUNCTION CALL_METHOD LOAD_CONST 'time' BUILD_LIST LOAD_FAST t LOAD_FAST weights LOAD_CONST ('time', 'weights') BUILD_CONST_KEY_MAP LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST data LOAD_GLOBAL xr LOAD_METHOD Dataset LOAD_CONST 'data' LOAD_FAST data BUILD_MAP CALL_METHOD LOAD_METHOD chunk LOAD_CONST 'time' LOAD_FAST time_chunks BUILD_MAP CALL_METHOD STORE_FAST ds LOAD_GLOBAL raise_if_dask_computes CALL_FUNCTION SETUP_WITH to 148 POP_TOP LOAD_FAST ds LOAD_ATTR resample LOAD_FAST resample_spec LOAD_CONST ('time',) CALL_FUNCTION LOAD_METHOD map LOAD_FAST mean_func CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST ds LOAD_METHOD weighted LOAD_FAST ds LOAD_ATTR weights CALL_METHOD LOAD_METHOD mean LOAD_CONST 'time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_weights CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_weights CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST True LOAD_CONST True BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_weights CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_CONST 2 CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST da LOAD_FAST factor CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_ATTR sum LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION LOAD_FAST factor BINARY_MULTIPLY STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR sum LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR sum LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_FAST skipna POP_JUMP_IF_FALSE LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected JUMP_FORWARD to 64 LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST da LOAD_FAST factor CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_ATTR mean LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR mean LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD mean CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_CONST 5 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_CONST 0.2 LOAD_CONST 0.4 LOAD_CONST 0.6 LOAD_CONST 0.8 BUILD_LIST STORE_FAST q LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected LOAD_CONST 'quantile' LOAD_FAST q BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_CONST 0.75 STORE_FAST q LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION LOAD_METHOD quantile LOAD_CONST 0.75 CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION STORE_FAST w LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 0.0001 LOAD_CONST 1 LOAD_CONST 0.0001 BUILD_LIST CALL_FUNCTION STORE_FAST w_eps LOAD_CONST 0.75 STORE_FAST q LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_METHOD quantile LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_FAST q CALL_METHOD LOAD_CONST 'quantile' LOAD_FAST q BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST w CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST w_eps CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD LOAD_CONST 0.001 LOAD_CONST ('rtol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_GLOBAL np LOAD_ATTR nan BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION STORE_FAST w LOAD_CONST 0.5 LOAD_CONST 0.75 BUILD_LIST STORE_FAST q LOAD_FAST da LOAD_METHOD weighted LOAD_FAST w CALL_METHOD LOAD_ATTR quantile LOAD_FAST q LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_FAST skipna POP_JUMP_IF_FALSE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_METHOD quantile LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_FAST q CALL_METHOD LOAD_CONST 'quantile' LOAD_FAST q BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION STORE_FAST expected JUMP_FORWARD to 130 LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_METHOD full LOAD_GLOBAL len LOAD_FAST q CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR nan CALL_METHOD LOAD_CONST 'quantile' LOAD_FAST q BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST data LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST data LOAD_FAST factor CALL_METHOD STORE_FAST weights LOAD_FAST data LOAD_ATTR quantile LOAD_FAST q LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST expected LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST q LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST da LOAD_CONST 3.14 CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_ATTR quantile LOAD_FAST q LOAD_FAST skipna LOAD_FAST method LOAD_CONST ('skipna', 'method') CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST q LOAD_FAST skipna LOAD_FAST method LOAD_CONST ('skipna', 'method') CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST True LOAD_CONST True BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_CONST 0.5 STORE_FAST q LOAD_GLOBAL DataArray LOAD_CONST 1 BUILD_LIST LOAD_CONST 'quantile' LOAD_FAST q BUILD_LIST BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION LOAD_METHOD squeeze CALL_METHOD STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1.9 LOAD_CONST 2.2 LOAD_CONST 3 LOAD_CONST 3.7 LOAD_CONST 4.1 LOAD_CONST 5 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST q CALL_METHOD STORE_FAST q LOAD_GLOBAL xr LOAD_METHOD ones_like LOAD_FAST da CALL_METHOD STORE_FAST weights LOAD_FAST q LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST 'q values must be between 0 and 1' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 88 POP_TOP LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 138 LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST 'q must be a scalar or 1d' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 132 POP_TOP LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD quantile LOAD_FAST q CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST skipna POP_JUMP_IF_FALSE LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected JUMP_FORWARD to 46 LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR mean LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST True LOAD_CONST True BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_CONST 1 CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD mean CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_squares CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_squares CALL_METHOD STORE_FAST result LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST da LOAD_FAST factor CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_ATTR var LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR var LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD var CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD var CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST True LOAD_CONST True BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_CONST 0 CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD var CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_FAST da CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD full_like LOAD_FAST da LOAD_FAST factor CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_ATTR std LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR std LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD std CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR nan LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_FAST weights CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_FAST expected CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD std CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION STORE_FAST da LOAD_GLOBAL DataArray LOAD_CONST True LOAD_CONST True BUILD_LIST CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_CONST 0 CALL_FUNCTION STORE_FAST expected LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD std CALL_METHOD STORE_FAST result LOAD_GLOBAL assert_equal LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST da LOAD_FAST weights BINARY_MULTIPLY LOAD_ATTR sum LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST weighted_sum LOAD_FAST operation LOAD_CONST 'sum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST weighted_sum RETURN_VALUE LOAD_FAST weights LOAD_METHOD where LOAD_FAST da LOAD_METHOD notnull CALL_METHOD CALL_METHOD STORE_FAST masked_weights LOAD_FAST masked_weights LOAD_ATTR sum LOAD_FAST dim LOAD_CONST True LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST sum_of_weights LOAD_FAST sum_of_weights LOAD_CONST 0 COMPARE_OP != STORE_FAST valid_weights LOAD_FAST sum_of_weights LOAD_METHOD where LOAD_FAST valid_weights CALL_METHOD STORE_FAST sum_of_weights LOAD_FAST operation LOAD_CONST 'sum_of_weights' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST sum_of_weights RETURN_VALUE LOAD_FAST weighted_sum LOAD_FAST sum_of_weights BINARY_TRUE_DIVIDE STORE_FAST weighted_mean LOAD_FAST operation LOAD_CONST 'mean' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST weighted_mean RETURN_VALUE LOAD_FAST da LOAD_FAST weighted_mean BINARY_SUBTRACT STORE_FAST demeaned LOAD_FAST demeaned LOAD_CONST 2 BINARY_POWER LOAD_FAST weights BINARY_MULTIPLY LOAD_ATTR sum LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST sum_of_squares LOAD_FAST operation LOAD_CONST 'sum_of_squares' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST sum_of_squares RETURN_VALUE LOAD_FAST sum_of_squares LOAD_FAST sum_of_weights BINARY_TRUE_DIVIDE STORE_FAST var LOAD_FAST operation LOAD_CONST 'var' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST var RETURN_VALUE LOAD_FAST operation LOAD_CONST 'std' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_FAST var CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_METHOD sum_of_weights LOAD_FAST dim CALL_METHOD STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'sum_of_weights' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR sum LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'sum' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR mean LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'mean' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR sum_of_squares LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'sum_of_squares' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR var LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'var' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR std LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('skipna',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL expected_weighted LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna LOAD_CONST 'std' CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST ('a', 'b', 'c') STORE_FAST dims LOAD_GLOBAL dict LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST ('a', 'b', 'c') CALL_FUNCTION STORE_FAST coords LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 4 CALL_METHOD LOAD_FAST dims LOAD_FAST coords LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 4 CALL_METHOD STORE_FAST data LOAD_FAST add_nans POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST data LOAD_ATTR size LOAD_CONST 0.25 BINARY_MULTIPLY CALL_FUNCTION STORE_FAST c LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST data LOAD_METHOD ravel CALL_METHOD LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR choice LOAD_FAST data LOAD_ATTR size LOAD_FAST c LOAD_CONST False LOAD_CONST ('replace',) CALL_FUNCTION STORE_SUBSCR LOAD_GLOBAL DataArray LOAD_FAST data LOAD_FAST dims LOAD_FAST coords LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST data LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_FAST dim LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST ('a', 'b', 'c') STORE_FAST dims LOAD_GLOBAL dict LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST ('a', 'b', 'c') CALL_FUNCTION STORE_FAST coords LOAD_GLOBAL np LOAD_METHOD arange LOAD_CONST 60 CALL_METHOD LOAD_METHOD reshape LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL float CALL_METHOD STORE_FAST data LOAD_FAST add_nans POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST data LOAD_ATTR size LOAD_CONST 0.25 BINARY_MULTIPLY CALL_FUNCTION STORE_FAST c LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST data LOAD_METHOD ravel CALL_METHOD LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR choice LOAD_FAST data LOAD_ATTR size LOAD_FAST c LOAD_CONST False LOAD_CONST ('replace',) CALL_FUNCTION STORE_SUBSCR LOAD_GLOBAL DataArray LOAD_FAST data LOAD_FAST dims LOAD_FAST coords LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST da LOAD_GLOBAL xr LOAD_METHOD ones_like LOAD_FAST da CALL_METHOD STORE_FAST weights LOAD_FAST da LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST q LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST result LOAD_FAST da LOAD_ATTR quantile LOAD_FAST q LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_FAST da LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST ds LOAD_FAST ds LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST q LOAD_FAST dim LOAD_FAST skipna LOAD_CONST ('dim', 'skipna') CALL_FUNCTION STORE_FAST result2 LOAD_GLOBAL assert_allclose LOAD_FAST expected LOAD_FAST result2 LOAD_ATTR data CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_CONST 0.5 LOAD_CONST 1.0 LOAD_CONST 1.0 LOAD_CONST 2.0 BUILD_LIST LOAD_CONST ('a',) LOAD_GLOBAL dict LOAD_FAST coords_weights LOAD_CONST ('a',) CALL_FUNCTION LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST da_weights LOAD_GLOBAL DataArray LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST ('a',) LOAD_GLOBAL dict LOAD_FAST coords_data LOAD_CONST ('a',) CALL_FUNCTION LOAD_CONST ('dims', 'coords') CALL_FUNCTION STORE_FAST da_data LOAD_GLOBAL check_weighted_operations LOAD_FAST da_data LOAD_FAST da_weights LOAD_CONST 'a' LOAD_CONST None LOAD_CONST ('dim', 'skipna') CALL_FUNCTION POP_TOP LOAD_CONST 0.5 STORE_FAST quantile LOAD_FAST da_data LOAD_METHOD weighted LOAD_FAST da_weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST quantile LOAD_CONST 'a' LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST da_actual LOAD_GLOBAL DataArray LOAD_FAST expected_value_at_weighted_quantile BUILD_LIST LOAD_CONST 'quantile' LOAD_FAST quantile BUILD_LIST BUILD_MAP LOAD_CONST ('coords',) CALL_FUNCTION LOAD_METHOD squeeze CALL_METHOD STORE_FAST da_expected LOAD_GLOBAL assert_allclose LOAD_FAST da_actual LOAD_FAST da_expected CALL_FUNCTION POP_TOP LOAD_FAST da_data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST ds_data LOAD_GLOBAL check_weighted_operations LOAD_FAST ds_data LOAD_FAST da_weights LOAD_CONST 'a' LOAD_CONST None LOAD_CONST ('dim', 'skipna') CALL_FUNCTION POP_TOP LOAD_FAST ds_data LOAD_METHOD weighted LOAD_FAST da_weights CALL_METHOD LOAD_ATTR quantile LOAD_FAST quantile LOAD_CONST 'a' LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST ds_actual LOAD_GLOBAL assert_allclose LOAD_FAST ds_actual LOAD_FAST da_expected LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR randn LOAD_FAST shape_weights CALL_FUNCTION CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR randn LOAD_FAST shape_data CALL_FUNCTION STORE_FAST data LOAD_FAST add_nans POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST data LOAD_ATTR size LOAD_CONST 0.25 BINARY_MULTIPLY CALL_FUNCTION STORE_FAST c LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST data LOAD_METHOD ravel CALL_METHOD LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR choice LOAD_FAST data LOAD_ATTR size LOAD_FAST c LOAD_CONST False LOAD_CONST ('replace',) CALL_FUNCTION STORE_SUBSCR LOAD_GLOBAL DataArray LOAD_FAST data CALL_FUNCTION STORE_FAST data LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_CONST 'dim_0' LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_CONST None LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_CONST 'dim_0' LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_GLOBAL check_weighted_operations LOAD_FAST data LOAD_FAST weights LOAD_CONST None LOAD_FAST skipna CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD LOAD_GLOBAL dict LOAD_CONST 'weights' LOAD_CONST ('attr',) CALL_FUNCTION LOAD_CONST ('attrs',) CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_FAST as_dataset POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL dict LOAD_CONST 'weights' LOAD_CONST ('attr',) CALL_FUNCTION LOAD_FAST data STORE_ATTR attrs LOAD_CONST 'keep_attrs' LOAD_FAST keep_attrs BUILD_MAP STORE_FAST kwargs LOAD_FAST operation LOAD_CONST 'quantile' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0.5 LOAD_FAST kwargs LOAD_CONST 'q' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_FAST operation CALL_FUNCTION BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST result LOAD_FAST operation LOAD_CONST 'sum_of_weights' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST result LOAD_ATTR attrs LOAD_FAST keep_attrs POP_JUMP_IF_FALSE LOAD_FAST weights LOAD_ATTR attrs JUMP_FORWARD to 144 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR attrs LOAD_FAST keep_attrs POP_JUMP_IF_FALSE LOAD_FAST weights LOAD_ATTR attrs JUMP_FORWARD to 168 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 226 LOAD_FAST result LOAD_ATTR attrs LOAD_FAST keep_attrs POP_JUMP_IF_FALSE LOAD_FAST weights LOAD_ATTR attrs JUMP_FORWARD to 194 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR attrs LOAD_FAST keep_attrs POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR attrs JUMP_FORWARD to 218 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD CALL_FUNCTION STORE_FAST weights LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD LOAD_GLOBAL dict LOAD_CONST 'data' LOAD_CONST ('attr',) CALL_FUNCTION LOAD_CONST ('attrs',) CALL_FUNCTION STORE_FAST data LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'a' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_CONST 'keep_attrs' LOAD_CONST True BUILD_MAP STORE_FAST kwargs LOAD_FAST operation LOAD_CONST 'quantile' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0.5 LOAD_FAST kwargs LOAD_CONST 'q' STORE_SUBSCR LOAD_GLOBAL getattr LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_FAST operation CALL_FUNCTION BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST result LOAD_FAST data LOAD_ATTR a LOAD_ATTR attrs LOAD_FAST result LOAD_ATTR a LOAD_ATTR attrs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataArray LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 2 LOAD_CONST 2 CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_GLOBAL xr LOAD_METHOD ones_like LOAD_FAST data CALL_METHOD STORE_FAST weights LOAD_FAST as_dataset POP_JUMP_IF_FALSE LOAD_FAST data LOAD_ATTR to_dataset LOAD_CONST 'data' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST data LOAD_CONST 'dim' LOAD_CONST 'bad_dim' BUILD_MAP STORE_FAST kwargs LOAD_FAST operation LOAD_CONST 'quantile' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0.5 LOAD_FAST kwargs LOAD_CONST 'q' STORE_SUBSCR LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL ValueError LOAD_CONST "Dimensions \\('bad_dim',\\) not found in " LOAD_FAST data LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "Weighted dimensions \\(('dim_0', 'dim_1'|'dim_1', 'dim_0')\\)" BUILD_STRING LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 122 POP_TOP LOAD_GLOBAL getattr LOAD_FAST data LOAD_METHOD weighted LOAD_FAST weights CALL_METHOD LOAD_FAST operation CALL_FUNCTION BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
from __future__ import annotations from collections.abc import Iterable from typing import Any import numpy as np import pytest import xarray as xr from xarray import DataArray, Dataset from xarray.tests import ( assert_allclose, assert_equal, raise_if_dask_computes, requires_cftime, requires_dask, ) @pytest.mark.parametrize("as_dataset", (True, False)) def test_weighted_non_DataArray_weights(as_dataset: bool) -> None: data: DataArray | Dataset = DataArray([1, 2]) if as_dataset: data = data.to_dataset(name="data") with pytest.raises(ValueError, match=r"`weights` must be a DataArray"): data.weighted([1, 2]) # type: ignore @pytest.mark.parametrize("as_dataset", (True, False)) @pytest.mark.parametrize("weights", ([np.nan, 2], [np.nan, np.nan])) def test_weighted_weights_nan_raises(as_dataset: bool, weights: list[float]) -> None: data: DataArray | Dataset = DataArray([1, 2]) if as_dataset: data = data.to_dataset(name="data") with pytest.raises(ValueError, match="`weights` cannot contain missing values."): data.weighted(DataArray(weights)) @requires_dask @pytest.mark.parametrize("as_dataset", (True, False)) @pytest.mark.parametrize("weights", ([np.nan, 2], [np.nan, np.nan])) def test_weighted_weights_nan_raises_dask(as_dataset, weights): data = DataArray([1, 2]).chunk({"dim_0": -1}) if as_dataset: data = data.to_dataset(name="data") weights = DataArray(weights).chunk({"dim_0": -1}) with raise_if_dask_computes(): weighted = data.weighted(weights) with pytest.raises(ValueError, match="`weights` cannot contain missing values."): weighted.sum().load() @requires_cftime @requires_dask @pytest.mark.parametrize("time_chunks", (1, 5)) @pytest.mark.parametrize("resample_spec", ("1YS", "5YS", "10YS")) def test_weighted_lazy_resample(time_chunks, resample_spec): def mean_func(ds): return ds.weighted(ds.weights).mean("time") t = xr.cftime_range(start="2000", periods=20, freq="1YS") weights = xr.DataArray(np.random.rand(len(t)), dims=["time"], coords={"time": t}) data = xr.DataArray( np.random.rand(len(t)), dims=["time"], coords={"time": t, "weights": weights} ) ds = xr.Dataset({"data": data}).chunk({"time": time_chunks}) with raise_if_dask_computes(): ds.resample(time=resample_spec).map(mean_func) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 3), ([2, 0], 2), ([0, 0], np.nan), ([-1, 1], np.nan)), ) def test_weighted_sum_of_weights_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) result = da.weighted(weights).sum_of_weights() expected = DataArray(expected) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 2), ([2, 0], np.nan), ([0, 0], np.nan), ([-1, 1], 1)), ) def test_weighted_sum_of_weights_nan(weights, expected): da = DataArray([np.nan, 2]) weights = DataArray(weights) result = da.weighted(weights).sum_of_weights() expected = DataArray(expected) assert_equal(expected, result) def test_weighted_sum_of_weights_bool(): da = DataArray([1, 2]) weights = DataArray([True, True]) result = da.weighted(weights).sum_of_weights() expected = DataArray(2) assert_equal(expected, result) @pytest.mark.parametrize("da", ([1.0, 2], [1, np.nan], [np.nan, np.nan])) @pytest.mark.parametrize("factor", [0, 1, 3.14]) @pytest.mark.parametrize("skipna", (True, False)) def test_weighted_sum_equal_weights(da, factor, skipna): da = DataArray(da) weights = xr.full_like(da, factor) expected = da.sum(skipna=skipna) * factor result = da.weighted(weights).sum(skipna=skipna) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 5), ([0, 2], 4), ([0, 0], 0)) ) def test_weighted_sum_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) result = da.weighted(weights).sum() expected = DataArray(expected) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 4), ([0, 2], 4), ([1, 0], 0), ([0, 0], 0)) ) @pytest.mark.parametrize("skipna", (True, False)) def test_weighted_sum_nan(weights, expected, skipna): da = DataArray([np.nan, 2]) weights = DataArray(weights) result = da.weighted(weights).sum(skipna=skipna) if skipna: expected = DataArray(expected) else: expected = DataArray(np.nan) assert_equal(expected, result) @pytest.mark.filterwarnings("error") @pytest.mark.parametrize("da", ([1.0, 2], [1, np.nan], [np.nan, np.nan])) @pytest.mark.parametrize("skipna", (True, False)) @pytest.mark.parametrize("factor", [1, 2, 3.14]) def test_weighted_mean_equal_weights(da, skipna, factor): da = DataArray(da) weights = xr.full_like(da, factor) expected = da.mean(skipna=skipna) result = da.weighted(weights).mean(skipna=skipna) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], 1.6), ([1, 0], 1.0), ([0, 0], np.nan)) ) def test_weighted_mean_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) expected = DataArray(expected) result = da.weighted(weights).mean() assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), ( ( [0.25, 0.05, 0.15, 0.25, 0.15, 0.1, 0.05], [1.554595, 2.463784, 3.000000, 3.518378], ), ( [0.05, 0.05, 0.1, 0.15, 0.15, 0.25, 0.25], [2.840000, 3.632973, 4.076216, 4.523243], ), ), ) def test_weighted_quantile_no_nan(weights, expected): da = DataArray([1, 1.9, 2.2, 3, 3.7, 4.1, 5]) q = [0.2, 0.4, 0.6, 0.8] weights = DataArray(weights) expected = DataArray(expected, coords={"quantile": q}) result = da.weighted(weights).quantile(q) assert_allclose(expected, result) def test_weighted_quantile_zero_weights(): da = DataArray([0, 1, 2, 3]) weights = DataArray([1, 0, 1, 0]) q = 0.75 result = da.weighted(weights).quantile(q) expected = DataArray([0, 2]).quantile(0.75) assert_allclose(expected, result) def test_weighted_quantile_simple(): da = DataArray([0, 1, 2, 3]) w = DataArray([1, 0, 1, 0]) w_eps = DataArray([1, 0.0001, 1, 0.0001]) q = 0.75 expected = DataArray(np.quantile([0, 2], q), coords={"quantile": q}) # 1.5 assert_equal(expected, da.weighted(w).quantile(q)) assert_allclose(expected, da.weighted(w_eps).quantile(q), rtol=0.001) @pytest.mark.parametrize("skipna", (True, False)) def test_weighted_quantile_nan(skipna): da = DataArray([0, 1, 2, 3, np.nan]) w = DataArray([1, 0, 1, 0, 1]) q = [0.5, 0.75] result = da.weighted(w).quantile(q, skipna=skipna) if skipna: expected = DataArray(np.quantile([0, 2], q), coords={"quantile": q}) else: expected = DataArray(np.full(len(q), np.nan), coords={"quantile": q}) assert_allclose(expected, result) @pytest.mark.parametrize( "da", ( pytest.param([1, 1.9, 2.2, 3, 3.7, 4.1, 5], id="nonan"), pytest.param([1, 1.9, 2.2, 3, 3.7, 4.1, np.nan], id="singlenan"), pytest.param( [np.nan, np.nan, np.nan], id="allnan", marks=pytest.mark.filterwarnings( "ignore:All-NaN slice encountered:RuntimeWarning" ), ), ), ) @pytest.mark.parametrize("q", (0.5, (0.2, 0.8))) @pytest.mark.parametrize("skipna", (True, False)) @pytest.mark.parametrize("factor", [1, 3.14]) def test_weighted_quantile_equal_weights( da: list[float], q: float | tuple[float, ...], skipna: bool, factor: float ) -> None: data = DataArray(da) weights = xr.full_like(data, factor) expected = data.quantile(q, skipna=skipna) result = data.weighted(weights).quantile(q, skipna=skipna) assert_allclose(expected, result) @pytest.mark.skip(reason="`method` argument is not currently exposed") @pytest.mark.parametrize( "da", ( [1, 1.9, 2.2, 3, 3.7, 4.1, 5], [1, 1.9, 2.2, 3, 3.7, 4.1, np.nan], [np.nan, np.nan, np.nan], ), ) @pytest.mark.parametrize("q", (0.5, (0.2, 0.8))) @pytest.mark.parametrize("skipna", (True, False)) @pytest.mark.parametrize( "method", [ "linear", "interpolated_inverted_cdf", "hazen", "weibull", "median_unbiased", "normal_unbiased2", ], ) def test_weighted_quantile_equal_weights_all_methods(da, q, skipna, factor, method): da = DataArray(da) weights = xr.full_like(da, 3.14) expected = da.quantile(q, skipna=skipna, method=method) result = da.weighted(weights).quantile(q, skipna=skipna, method=method) assert_allclose(expected, result) def test_weighted_quantile_bool(): da = DataArray([1, 1]) weights = DataArray([True, True]) q = 0.5 expected = DataArray([1], coords={"quantile": [q]}).squeeze() result = da.weighted(weights).quantile(q) assert_equal(expected, result) @pytest.mark.parametrize("q", (-1, 1.1, (0.5, 1.1), ((0.2, 0.4), (0.6, 0.8)))) def test_weighted_quantile_with_invalid_q(q): da = DataArray([1, 1.9, 2.2, 3, 3.7, 4.1, 5]) q = np.asarray(q) weights = xr.ones_like(da) if q.ndim <= 1: with pytest.raises(ValueError, match="q values must be between 0 and 1"): da.weighted(weights).quantile(q) else: with pytest.raises(ValueError, match="q must be a scalar or 1d"): da.weighted(weights).quantile(q) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], 2.0), ([1, 0], np.nan), ([0, 0], np.nan)) ) @pytest.mark.parametrize("skipna", (True, False)) def test_weighted_mean_nan(weights, expected, skipna): da = DataArray([np.nan, 2]) weights = DataArray(weights) if skipna: expected = DataArray(expected) else: expected = DataArray(np.nan) result = da.weighted(weights).mean(skipna=skipna) assert_equal(expected, result) def test_weighted_mean_bool(): da = DataArray([1, 1]) weights = DataArray([True, True]) expected = DataArray(1) result = da.weighted(weights).mean() assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 2 / 3), ([2, 0], 0), ([0, 0], 0), ([-1, 1], 0)), ) def test_weighted_sum_of_squares_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) result = da.weighted(weights).sum_of_squares() expected = DataArray(expected) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([1, 2], 0), ([2, 0], 0), ([0, 0], 0), ([-1, 1], 0)), ) def test_weighted_sum_of_squares_nan(weights, expected): da = DataArray([np.nan, 2]) weights = DataArray(weights) result = da.weighted(weights).sum_of_squares() expected = DataArray(expected) assert_equal(expected, result) @pytest.mark.filterwarnings("error") @pytest.mark.parametrize("da", ([1.0, 2], [1, np.nan])) @pytest.mark.parametrize("skipna", (True, False)) @pytest.mark.parametrize("factor", [1, 2, 3.14]) def test_weighted_var_equal_weights(da, skipna, factor): da = DataArray(da) weights = xr.full_like(da, factor) expected = da.var(skipna=skipna) result = da.weighted(weights).var(skipna=skipna) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], 0.24), ([1, 0], 0.0), ([0, 0], np.nan)) ) def test_weighted_var_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) expected = DataArray(expected) result = da.weighted(weights).var() assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], 0), ([1, 0], np.nan), ([0, 0], np.nan)) ) def test_weighted_var_nan(weights, expected): da = DataArray([np.nan, 2]) weights = DataArray(weights) expected = DataArray(expected) result = da.weighted(weights).var() assert_equal(expected, result) def test_weighted_var_bool(): da = DataArray([1, 1]) weights = DataArray([True, True]) expected = DataArray(0) result = da.weighted(weights).var() assert_equal(expected, result) @pytest.mark.filterwarnings("error") @pytest.mark.parametrize("da", ([1.0, 2], [1, np.nan])) @pytest.mark.parametrize("skipna", (True, False)) @pytest.mark.parametrize("factor", [1, 2, 3.14]) def test_weighted_std_equal_weights(da, skipna, factor): da = DataArray(da) weights = xr.full_like(da, factor) expected = da.std(skipna=skipna) result = da.weighted(weights).std(skipna=skipna) assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], np.sqrt(0.24)), ([1, 0], 0.0), ([0, 0], np.nan)) ) def test_weighted_std_no_nan(weights, expected): da = DataArray([1, 2]) weights = DataArray(weights) expected = DataArray(expected) result = da.weighted(weights).std() assert_equal(expected, result) @pytest.mark.parametrize( ("weights", "expected"), (([4, 6], 0), ([1, 0], np.nan), ([0, 0], np.nan)) ) def test_weighted_std_nan(weights, expected): da = DataArray([np.nan, 2]) weights = DataArray(weights) expected = DataArray(expected) result = da.weighted(weights).std() assert_equal(expected, result) def test_weighted_std_bool(): da = DataArray([1, 1]) weights = DataArray([True, True]) expected = DataArray(0) result = da.weighted(weights).std() assert_equal(expected, result) def expected_weighted(da, weights, dim, skipna, operation): """ Generate expected result using ``*`` and ``sum``. This is checked against the result of da.weighted which uses ``dot`` """ weighted_sum = (da * weights).sum(dim=dim, skipna=skipna) if operation == "sum": return weighted_sum masked_weights = weights.where(da.notnull()) sum_of_weights = masked_weights.sum(dim=dim, skipna=True) valid_weights = sum_of_weights != 0 sum_of_weights = sum_of_weights.where(valid_weights) if operation == "sum_of_weights": return sum_of_weights weighted_mean = weighted_sum / sum_of_weights if operation == "mean": return weighted_mean demeaned = da - weighted_mean sum_of_squares = ((demeaned**2) * weights).sum(dim=dim, skipna=skipna) if operation == "sum_of_squares": return sum_of_squares var = sum_of_squares / sum_of_weights if operation == "var": return var if operation == "std": return np.sqrt(var) def check_weighted_operations(data, weights, dim, skipna): result = data.weighted(weights).sum_of_weights(dim) expected = expected_weighted(data, weights, dim, skipna, "sum_of_weights") assert_allclose(expected, result) result = data.weighted(weights).sum(dim, skipna=skipna) expected = expected_weighted(data, weights, dim, skipna, "sum") assert_allclose(expected, result) result = data.weighted(weights).mean(dim, skipna=skipna) expected = expected_weighted(data, weights, dim, skipna, "mean") assert_allclose(expected, result) result = data.weighted(weights).sum_of_squares(dim, skipna=skipna) expected = expected_weighted(data, weights, dim, skipna, "sum_of_squares") assert_allclose(expected, result) result = data.weighted(weights).var(dim, skipna=skipna) expected = expected_weighted(data, weights, dim, skipna, "var") assert_allclose(expected, result) result = data.weighted(weights).std(dim, skipna=skipna) expected = expected_weighted(data, weights, dim, skipna, "std") assert_allclose(expected, result) @pytest.mark.parametrize("dim", ("a", "b", "c", ("a", "b"), ("a", "b", "c"), None)) @pytest.mark.parametrize("add_nans", (True, False)) @pytest.mark.parametrize("skipna", (None, True, False)) @pytest.mark.filterwarnings("ignore:invalid value encountered in sqrt") def test_weighted_operations_3D(dim, add_nans, skipna): dims = ("a", "b", "c") coords = dict(a=[0, 1, 2, 3], b=[0, 1, 2, 3], c=[0, 1, 2, 3]) weights = DataArray(np.random.randn(4, 4, 4), dims=dims, coords=coords) data = np.random.randn(4, 4, 4) if add_nans: c = int(data.size * 0.25) data.ravel()[np.random.choice(data.size, c, replace=False)] = np.nan data = DataArray(data, dims=dims, coords=coords) check_weighted_operations(data, weights, dim, skipna) data = data.to_dataset(name="data") check_weighted_operations(data, weights, dim, skipna) @pytest.mark.parametrize("dim", ("a", "b", "c", ("a", "b"), ("a", "b", "c"), None)) @pytest.mark.parametrize("q", (0.5, (0.1, 0.9), (0.2, 0.4, 0.6, 0.8))) @pytest.mark.parametrize("add_nans", (True, False)) @pytest.mark.parametrize("skipna", (None, True, False)) def test_weighted_quantile_3D(dim, q, add_nans, skipna): dims = ("a", "b", "c") coords = dict(a=[0, 1, 2], b=[0, 1, 2, 3], c=[0, 1, 2, 3, 4]) data = np.arange(60).reshape(3, 4, 5).astype(float) if add_nans: c = int(data.size * 0.25) data.ravel()[np.random.choice(data.size, c, replace=False)] = np.nan da = DataArray(data, dims=dims, coords=coords) weights = xr.ones_like(da) result = da.weighted(weights).quantile(q, dim=dim, skipna=skipna) expected = da.quantile(q, dim=dim, skipna=skipna) assert_allclose(expected, result) ds = da.to_dataset(name="data") result2 = ds.weighted(weights).quantile(q, dim=dim, skipna=skipna) assert_allclose(expected, result2.data) @pytest.mark.parametrize( "coords_weights, coords_data, expected_value_at_weighted_quantile", [ ([0, 1, 2, 3], [1, 2, 3, 4], 2.5), # no weights for coord a == 4 ([0, 1, 2, 3], [2, 3, 4, 5], 1.8), # no weights for coord a == 4 or 5 ([2, 3, 4, 5], [0, 1, 2, 3], 3.8), # no weights for coord a == 0 or 1 ], ) def test_weighted_operations_nonequal_coords( coords_weights: Iterable[Any], coords_data: Iterable[Any], expected_value_at_weighted_quantile: float, ) -> None: """Check that weighted operations work with unequal coords. Parameters ---------- coords_weights : Iterable[Any] The coords for the weights. coords_data : Iterable[Any] The coords for the data. expected_value_at_weighted_quantile : float The expected value for the quantile of the weighted data. """ da_weights = DataArray( [0.5, 1.0, 1.0, 2.0], dims=("a",), coords=dict(a=coords_weights) ) da_data = DataArray([1, 2, 3, 4], dims=("a",), coords=dict(a=coords_data)) check_weighted_operations(da_data, da_weights, dim="a", skipna=None) quantile = 0.5 da_actual = da_data.weighted(da_weights).quantile(quantile, dim="a") da_expected = DataArray( [expected_value_at_weighted_quantile], coords={"quantile": [quantile]} ).squeeze() assert_allclose(da_actual, da_expected) ds_data = da_data.to_dataset(name="data") check_weighted_operations(ds_data, da_weights, dim="a", skipna=None) ds_actual = ds_data.weighted(da_weights).quantile(quantile, dim="a") assert_allclose(ds_actual, da_expected.to_dataset(name="data")) @pytest.mark.parametrize("shape_data", ((4,), (4, 4), (4, 4, 4))) @pytest.mark.parametrize("shape_weights", ((4,), (4, 4), (4, 4, 4))) @pytest.mark.parametrize("add_nans", (True, False)) @pytest.mark.parametrize("skipna", (None, True, False)) @pytest.mark.filterwarnings("ignore:invalid value encountered in sqrt") def test_weighted_operations_different_shapes( shape_data, shape_weights, add_nans, skipna ): weights = DataArray(np.random.randn(*shape_weights)) data = np.random.randn(*shape_data) if add_nans: c = int(data.size * 0.25) data.ravel()[np.random.choice(data.size, c, replace=False)] = np.nan data = DataArray(data) check_weighted_operations(data, weights, "dim_0", skipna) check_weighted_operations(data, weights, None, skipna) data = data.to_dataset(name="data") check_weighted_operations(data, weights, "dim_0", skipna) check_weighted_operations(data, weights, None, skipna) @pytest.mark.parametrize( "operation", ("sum_of_weights", "sum", "mean", "sum_of_squares", "var", "std", "quantile"), ) @pytest.mark.parametrize("as_dataset", (True, False)) @pytest.mark.parametrize("keep_attrs", (True, False, None)) def test_weighted_operations_keep_attr(operation, as_dataset, keep_attrs): weights = DataArray(np.random.randn(2, 2), attrs=dict(attr="weights")) data = DataArray(np.random.randn(2, 2)) if as_dataset: data = data.to_dataset(name="data") data.attrs = dict(attr="weights") kwargs = {"keep_attrs": keep_attrs} if operation == "quantile": kwargs["q"] = 0.5 result = getattr(data.weighted(weights), operation)(**kwargs) if operation == "sum_of_weights": assert result.attrs == (weights.attrs if keep_attrs else {}) assert result.attrs == (weights.attrs if keep_attrs else {}) else: assert result.attrs == (weights.attrs if keep_attrs else {}) assert result.attrs == (data.attrs if keep_attrs else {}) @pytest.mark.parametrize( "operation", ("sum_of_weights", "sum", "mean", "sum_of_squares", "var", "std", "quantile"), ) def test_weighted_operations_keep_attr_da_in_ds(operation): weights = DataArray(np.random.randn(2, 2)) data = DataArray(np.random.randn(2, 2), attrs=dict(attr="data")) data = data.to_dataset(name="a") kwargs = {"keep_attrs": True} if operation == "quantile": kwargs["q"] = 0.5 result = getattr(data.weighted(weights), operation)(**kwargs) assert data.a.attrs == result.a.attrs @pytest.mark.parametrize("operation", ("sum_of_weights", "sum", "mean", "quantile")) @pytest.mark.parametrize("as_dataset", (True, False)) def test_weighted_bad_dim(operation, as_dataset): data = DataArray(np.random.randn(2, 2)) weights = xr.ones_like(data) if as_dataset: data = data.to_dataset(name="data") kwargs = {"dim": "bad_dim"} if operation == "quantile": kwargs["q"] = 0.5 with pytest.raises( ValueError, match=( f"Dimensions \\('bad_dim',\\) not found in {data.__class__.__name__}Weighted " "dimensions \\(('dim_0', 'dim_1'|'dim_1', 'dim_0')\\)" ), ): getattr(data.weighted(weights), operation)(**kwargs)
data/xarray-2024.2.0/xarray/tests/test_weighted.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tempfile STORE_NAME tempfile LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('IOBase',) IMPORT_NAME io IMPORT_FROM IOBase STORE_NAME IOBase POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('files',) IMPORT_NAME importlib_resources IMPORT_FROM files STORE_NAME files POP_TOP LOAD_CONST 0 LOAD_CONST ('datetime', 'timedelta') IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('Sequence', 'Optional', 'Mapping') IMPORT_NAME typing IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Mapping STORE_NAME Mapping POP_TOP LOAD_CONST 1 LOAD_CONST ('VersionRaw', 'guess_version') IMPORT_NAME versions IMPORT_FROM VersionRaw STORE_NAME VersionRaw IMPORT_FROM guess_version STORE_NAME guess_version POP_TOP LOAD_CONST 1 LOAD_CONST ('Meta', 'MetaRaw', 'MetaFactory') IMPORT_NAME meta IMPORT_FROM Meta STORE_NAME Meta IMPORT_FROM MetaRaw STORE_NAME MetaRaw IMPORT_FROM MetaFactory STORE_NAME MetaFactory POP_TOP LOAD_CONST 1 LOAD_CONST ('PinsError',) IMPORT_NAME errors IMPORT_FROM PinsError STORE_NAME PinsError POP_TOP LOAD_CONST 1 LOAD_CONST ('load_data', 'save_data', 'load_file', 'default_title') IMPORT_NAME drivers IMPORT_FROM load_data STORE_NAME load_data IMPORT_FROM save_data STORE_NAME save_data IMPORT_FROM load_file STORE_NAME load_file IMPORT_FROM default_title STORE_NAME default_title POP_TOP LOAD_CONST 1 LOAD_CONST ('inform', 'warn_deprecated', 'ExtendMethodDoc') IMPORT_NAME utils IMPORT_FROM inform STORE_NAME inform IMPORT_FROM warn_deprecated STORE_NAME warn_deprecated IMPORT_FROM ExtendMethodDoc STORE_NAME ExtendMethodDoc POP_TOP LOAD_CONST 1 LOAD_CONST ('get_allow_rsc_short_name',) IMPORT_NAME config IMPORT_FROM get_allow_rsc_short_name STORE_NAME get_allow_rsc_short_name POP_TOP LOAD_CONST 1 LOAD_CONST ('PinsCache',) IMPORT_NAME cache IMPORT_FROM PinsCache STORE_NAME PinsCache POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME _log LOAD_BUILD_CLASS LOAD_CONST <code object IFileSystem at 0x7faa750bef60, file "f.py", line 26> LOAD_CONST 'IFileSystem' MAKE_FUNCTION LOAD_CONST 'IFileSystem' CALL_FUNCTION STORE_NAME IFileSystem LOAD_BUILD_CLASS LOAD_CONST <code object BaseBoard at 0x7faa8c22a780, file "f.py", line 54> LOAD_CONST 'BaseBoard' MAKE_FUNCTION LOAD_CONST 'BaseBoard' CALL_FUNCTION STORE_NAME BaseBoard LOAD_BUILD_CLASS LOAD_CONST <code object BoardManual at 0x7faa5ebe46f0, file "f.py", line 672> LOAD_CONST 'BoardManual' MAKE_FUNCTION LOAD_CONST 'BoardManual' LOAD_NAME BaseBoard CALL_FUNCTION STORE_NAME BoardManual LOAD_BUILD_CLASS LOAD_CONST <code object BoardRsConnect at 0x7fab42ab74b0, file "f.py", line 773> LOAD_CONST 'BoardRsConnect' MAKE_FUNCTION LOAD_CONST 'BoardRsConnect' LOAD_NAME BaseBoard CALL_FUNCTION STORE_NAME BoardRsConnect LOAD_CONST (False, None) LOAD_CONST <code object _copytree at 0x7fab411b9540, file "f.py", line 992> LOAD_CONST '_copytree' MAKE_FUNCTION STORE_NAME _copytree LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IFileSystem' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'str | list' LOAD_NAME __annotations__ LOAD_CONST 'protocol' STORE_SUBSCR LOAD_NAME str LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object ls at 0x7faa750be780, file "f.py", line 29> LOAD_CONST 'IFileSystem.ls' MAKE_FUNCTION STORE_NAME ls LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object put at 0x7faa750be420, file "f.py", line 32> LOAD_CONST 'IFileSystem.put' MAKE_FUNCTION STORE_NAME put LOAD_NAME str LOAD_NAME str LOAD_NAME IOBase LOAD_CONST ('path', 'mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object open at 0x7faa750be540, file "f.py", line 35> LOAD_CONST 'IFileSystem.open' MAKE_FUNCTION STORE_NAME open LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa750be300, file "f.py", line 38> LOAD_CONST 'IFileSystem.get' MAKE_FUNCTION STORE_NAME get LOAD_NAME str LOAD_NAME bool LOAD_CONST ('path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object exists at 0x7faa750bed20, file "f.py", line 41> LOAD_CONST 'IFileSystem.exists' MAKE_FUNCTION STORE_NAME exists LOAD_CONST (True,) LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object mkdir at 0x7faa750be810, file "f.py", line 44> LOAD_CONST 'IFileSystem.mkdir' MAKE_FUNCTION STORE_NAME mkdir LOAD_CONST (False, None) LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rm at 0x7faa750be930, file "f.py", line 47> LOAD_CONST 'IFileSystem.rm' MAKE_FUNCTION STORE_NAME rm LOAD_CONST <code object info at 0x7faa750be030, file "f.py", line 50> LOAD_CONST 'IFileSystem.info' MAKE_FUNCTION STORE_NAME info LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BaseBoard' STORE_NAME __qualname__ LOAD_CONST '_pins.yaml' BUILD_SET STORE_NAME reserved_pin_names LOAD_CONST True LOAD_NAME MetaFactory CALL_FUNCTION LOAD_CONST None BUILD_TUPLE LOAD_CONST 'str | Path' LOAD_NAME IFileSystem LOAD_CONST 'bool | None' LOAD_CONST ('board', 'fs', 'allow_pickle_read') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa750beb70, file "f.py", line 57> LOAD_CONST 'BaseBoard.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_NAME bool LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_exists at 0x7faa750be5d0, file "f.py", line 71> LOAD_CONST 'BaseBoard.pin_exists' MAKE_FUNCTION STORE_NAME pin_exists LOAD_CONST (True,) LOAD_NAME str LOAD_NAME bool LOAD_NAME Sequence LOAD_NAME VersionRaw BINARY_SUBSCR LOAD_CONST ('name', 'as_df', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_versions at 0x7faa750be270, file "f.py", line 82> LOAD_CONST 'BaseBoard.pin_versions' MAKE_FUNCTION STORE_NAME pin_versions LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Meta LOAD_CONST ('version', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_meta at 0x7faa750beae0, file "f.py", line 115> LOAD_CONST 'BaseBoard.pin_meta' MAKE_FUNCTION STORE_NAME pin_meta LOAD_CONST <code object pin_list at 0x7faa750be8a0, file "f.py", line 161> LOAD_CONST 'BaseBoard.pin_list' MAKE_FUNCTION STORE_NAME pin_list LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Meta LOAD_CONST ('name', 'version', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_fetch at 0x7faa750be4b0, file "f.py", line 175> LOAD_CONST 'BaseBoard.pin_fetch' MAKE_FUNCTION STORE_NAME pin_fetch LOAD_CONST (None, None) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('version', 'hash') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_read at 0x7faa750be0c0, file "f.py", line 180> LOAD_CONST 'BaseBoard.pin_read' MAKE_FUNCTION STORE_NAME pin_read LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Mapping BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME datetime BINARY_SUBSCR LOAD_NAME Meta LOAD_CONST ('name', 'type', 'title', 'description', 'metadata', 'versioned', 'created', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _pin_store at 0x7faa7476bae0, file "f.py", line 211> LOAD_CONST 'BaseBoard._pin_store' MAKE_FUNCTION STORE_NAME _pin_store LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Mapping BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME datetime BINARY_SUBSCR LOAD_NAME Meta LOAD_CONST ('name', 'type', 'title', 'description', 'metadata', 'versioned', 'created', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_write at 0x7faa7476bc90, file "f.py", line 289> LOAD_CONST 'BaseBoard.pin_write' MAKE_FUNCTION STORE_NAME pin_write LOAD_CONST (None, None) LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_download at 0x7faa7476b660, file "f.py", line 342> LOAD_CONST 'BaseBoard.pin_download' MAKE_FUNCTION STORE_NAME pin_download LOAD_CONST (None, None, None, None) LOAD_CONST 'str | list[str]' LOAD_CONST ('paths',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_upload at 0x7faa7476b420, file "f.py", line 377> LOAD_CONST 'BaseBoard.pin_upload' MAKE_FUNCTION STORE_NAME pin_upload LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'version') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_version_delete at 0x7faa7476ba50, file "f.py", line 417> LOAD_CONST 'BaseBoard.pin_version_delete' MAKE_FUNCTION STORE_NAME pin_version_delete LOAD_CONST (None, None) LOAD_CONST 'int | None' LOAD_CONST 'int | None' LOAD_CONST ('n', 'days') BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_versions_prune at 0x7faa7476b300, file "f.py", line 437> LOAD_CONST 'BaseBoard.pin_versions_prune' MAKE_FUNCTION STORE_NAME pin_versions_prune LOAD_CONST (None, True) LOAD_CONST <code object pin_search at 0x7faa7476b1e0, file "f.py", line 483> LOAD_CONST 'BaseBoard.pin_search' MAKE_FUNCTION STORE_NAME pin_search LOAD_CONST 'str | Sequence[str]' LOAD_CONST ('names',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_delete at 0x7faa7476b780, file "f.py", line 520> LOAD_CONST 'BaseBoard.pin_delete' MAKE_FUNCTION STORE_NAME pin_delete LOAD_CONST (None, False) LOAD_CONST <code object pin_browse at 0x7faa7476b930, file "f.py", line 539> LOAD_CONST 'BaseBoard.pin_browse' MAKE_FUNCTION STORE_NAME pin_browse LOAD_NAME str LOAD_CONST None LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_pin_name at 0x7faa8c22aed0, file "f.py", line 560> LOAD_CONST 'BaseBoard.validate_pin_name' MAKE_FUNCTION STORE_NAME validate_pin_name LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object path_to_pin at 0x7faa8c22aae0, file "f.py", line 568> LOAD_CONST 'BaseBoard.path_to_pin' MAKE_FUNCTION STORE_NAME path_to_pin LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'version') BUILD_CONST_KEY_MAP LOAD_CONST <code object path_to_deploy_version at 0x7faa8c22ac00, file "f.py", line 573> LOAD_CONST 'BaseBoard.path_to_deploy_version' MAKE_FUNCTION STORE_NAME path_to_deploy_version LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object construct_path at 0x7faa8c22aa50, file "f.py", line 576> LOAD_CONST 'BaseBoard.construct_path' MAKE_FUNCTION STORE_NAME construct_path LOAD_CONST <code object keep_final_path_component at 0x7faa8c22a540, file "f.py", line 579> LOAD_CONST 'BaseBoard.keep_final_path_component' MAKE_FUNCTION STORE_NAME keep_final_path_component LOAD_CONST <code object sort_pin_versions at 0x7faa8c22a930, file "f.py", line 582> LOAD_CONST 'BaseBoard.sort_pin_versions' MAKE_FUNCTION STORE_NAME sort_pin_versions LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Mapping BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME datetime BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('name', 'type', 'title', 'description', 'metadata', 'versioned', 'created', 'object_name') BUILD_CONST_KEY_MAP LOAD_CONST <code object prepare_pin_version at 0x7faa8c22ab70, file "f.py", line 585> LOAD_CONST 'BaseBoard.prepare_pin_version' MAKE_FUNCTION STORE_NAME prepare_pin_version LOAD_CONST <code object _extract_search_meta at 0x7faa8c22a150, file "f.py", line 634> LOAD_CONST 'BaseBoard._extract_search_meta' MAKE_FUNCTION STORE_NAME _extract_search_meta LOAD_CONST <code object _load_data at 0x7faa8c22ac90, file "f.py", line 641> LOAD_CONST 'BaseBoard._load_data' MAKE_FUNCTION STORE_NAME _load_data LOAD_CONST <code object _open_pin_meta at 0x7faa8c22a1e0, file "f.py", line 647> LOAD_CONST 'BaseBoard._open_pin_meta' MAKE_FUNCTION STORE_NAME _open_pin_meta LOAD_CONST (None, None) LOAD_CONST <code object _get_cache_path at 0x7faa8c22a390, file "f.py", line 655> LOAD_CONST 'BaseBoard._get_cache_path' MAKE_FUNCTION STORE_NAME _get_cache_path LOAD_CONST <code object _touch_cache at 0x7faa8c22a300, file "f.py", line 663> LOAD_CONST 'BaseBoard._touch_cache' MAKE_FUNCTION STORE_NAME _touch_cache LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST board CALL_FUNCTION LOAD_FAST self STORE_ATTR board LOAD_FAST fs LOAD_FAST self STORE_ATTR fs LOAD_FAST meta_factory LOAD_FAST self STORE_ATTR meta_factory LOAD_FAST versioned LOAD_FAST self STORE_ATTR versioned LOAD_FAST allow_pickle_read LOAD_FAST self STORE_ATTR allow_pickle_read LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD exists LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD BUILD_LIST CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR versioned POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Cannot show versions for a board type that does not support versioning.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD pin_exists LOAD_FAST name CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL PinsError LOAD_CONST 'Cannot check version, since pin %s does not exist' LOAD_FAST name BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR fs LOAD_METHOD ls LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD BUILD_LIST CALL_METHOD CALL_METHOD STORE_FAST versions_raw BUILD_LIST STORE_FAST all_versions SETUP_LOOP to 104 LOAD_FAST versions_raw GET_ITER FOR_ITER to 102 STORE_FAST full_path LOAD_FAST self LOAD_METHOD keep_final_path_component LOAD_FAST full_path CALL_METHOD STORE_FAST version LOAD_FAST all_versions LOAD_METHOD append LOAD_GLOBAL guess_version LOAD_FAST version CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD sort_pin_versions LOAD_FAST all_versions CALL_METHOD STORE_FAST sorted_versions LOAD_FAST as_df POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd LOAD_FAST pd LOAD_METHOD DataFrame LOAD_CONST <code object <listcomp> at 0x7faa750bea50, file "f.py", line 111> LOAD_CONST 'BaseBoard.pin_versions.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST sorted_versions GET_ITER CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST sorted_versions RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_METHOD to_dict CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD exists LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name LOAD_FAST version BUILD_LIST CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL PinsError LOAD_CONST 'Pin ' LOAD_FAST name FORMAT_VALUE LOAD_CONST ' either does not exist, or is missing version: ' LOAD_FAST version FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL guess_version LOAD_FAST version CALL_FUNCTION STORE_FAST selected_version JUMP_FORWARD to 110 LOAD_FAST self LOAD_ATTR pin_versions LOAD_FAST name LOAD_CONST False LOAD_CONST ('as_df',) CALL_FUNCTION STORE_FAST versions LOAD_GLOBAL len LOAD_FAST versions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'TODO: sanity check when no versions' CALL_FUNCTION RAISE_VARARGS LOAD_FAST versions LOAD_CONST -1 BINARY_SUBSCR STORE_FAST selected_version LOAD_FAST pin_name LOAD_FAST selected_version LOAD_ATTR version BUILD_LIST STORE_FAST components LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR get_meta_name LOAD_FAST components CALL_FUNCTION STORE_FAST meta_name LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST components LOAD_FAST meta_name BUILD_TUPLE BUILD_LIST CALL_METHOD STORE_FAST path_meta LOAD_FAST self LOAD_METHOD _open_pin_meta LOAD_FAST path_meta CALL_METHOD UNPACK_SEQUENCE STORE_FAST f STORE_FAST local LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR read_pin_yaml LOAD_FAST f LOAD_FAST pin_name LOAD_FAST selected_version LOAD_FAST local LOAD_CONST ('local',) CALL_FUNCTION STORE_FAST meta LOAD_FAST meta RETURN_VALUE LOAD_DEREF self LOAD_ATTR fs LOAD_METHOD ls LOAD_DEREF self LOAD_ATTR board CALL_METHOD STORE_FAST full_paths LOAD_GLOBAL map LOAD_DEREF self LOAD_ATTR keep_final_path_component LOAD_FAST full_paths CALL_FUNCTION STORE_FAST pin_names LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa750be6f0, file "f.py", line 173> LOAD_CONST 'BaseBoard.pin_list.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST pin_names GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST name LOAD_FAST name LOAD_DEREF self LOAD_ATTR reserved_pin_names COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD pin_meta LOAD_FAST name LOAD_FAST version CALL_METHOD STORE_FAST meta LOAD_FAST meta RETURN_VALUE LOAD_FAST self LOAD_METHOD pin_fetch LOAD_FAST name LOAD_FAST version CALL_METHOD STORE_FAST meta LOAD_GLOBAL isinstance LOAD_FAST meta LOAD_GLOBAL MetaRaw CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Could not find metadata for this pin version. If this is an individual file, may need to use pin_download().' CALL_FUNCTION RAISE_VARARGS LOAD_FAST hash LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'TODO: validate hash' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_FAST self LOAD_METHOD _load_data LOAD_FAST meta LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name LOAD_FAST meta LOAD_ATTR version LOAD_ATTR version BUILD_LIST CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR versioned POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Can only write pins with boards that support versioning.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST type LOAD_CONST 'feather' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL warn_deprecated LOAD_CONST 'Writing pin type "feather" is unsupported. Switching type to "arrow". This produces the exact same behavior, and also works with R pins. Please switch to pin_write using type="arrow".' CALL_FUNCTION POP_TOP LOAD_CONST 'arrow' STORE_FAST type LOAD_FAST type LOAD_CONST 'file' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL tuple LOAD_GLOBAL list BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LOAD_CONST 0 BINARY_SUBSCR STORE_FAST x LOAD_GLOBAL Path LOAD_FAST x CALL_FUNCTION STORE_FAST _p LOAD_GLOBAL len LOAD_FAST _p LOAD_ATTR name CALL_FUNCTION LOAD_GLOBAL len LOAD_CONST '' LOAD_METHOD join LOAD_FAST _p LOAD_ATTR suffixes CALL_METHOD CALL_FUNCTION BINARY_SUBTRACT STORE_FAST _base_len LOAD_FAST _p LOAD_ATTR name LOAD_CONST None LOAD_FAST _base_len BUILD_SLICE BINARY_SUBSCR STORE_FAST object_name JUMP_FORWARD to 130 LOAD_CONST None STORE_FAST object_name LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_GLOBAL tempfile LOAD_METHOD TemporaryDirectory CALL_METHOD SETUP_WITH to 354 STORE_FAST tmp_dir LOAD_FAST self LOAD_ATTR prepare_pin_version LOAD_FAST tmp_dir LOAD_FAST x LOAD_FAST pin_name LOAD_FAST type LOAD_FAST title LOAD_FAST description LOAD_FAST metadata LOAD_FAST versioned LOAD_FAST created LOAD_FAST object_name LOAD_CONST ('object_name',) CALL_FUNCTION STORE_FAST meta LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name BUILD_LIST CALL_METHOD STORE_FAST dst_pin_path LOAD_FAST meta LOAD_ATTR version LOAD_ATTR version STORE_FAST dst_version LOAD_FAST self LOAD_METHOD path_to_deploy_version LOAD_FAST name LOAD_FAST dst_version CALL_METHOD STORE_FAST dst_version_path LOAD_FAST self LOAD_ATTR fs LOAD_METHOD exists LOAD_FAST dst_pin_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 244 LOAD_FAST self LOAD_ATTR fs LOAD_METHOD mkdir LOAD_FAST dst_pin_path CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 266 DUP_TOP LOAD_GLOBAL FileExistsError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 266 END_FINALLY LOAD_FAST self LOAD_ATTR fs LOAD_METHOD exists LOAD_FAST dst_version_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dst_version_path LOAD_FAST dst_pin_path COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL PinsError LOAD_CONST 'Attempting to write pin version to ' LOAD_FAST dst_version_path FORMAT_VALUE LOAD_CONST ', but that directory already exists.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL inform LOAD_GLOBAL _log LOAD_CONST 'Writing pin:\nName: ' LOAD_GLOBAL repr LOAD_FAST pin_name CALL_FUNCTION FORMAT_VALUE LOAD_CONST '\nVersion: ' LOAD_FAST dst_version FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR fs LOAD_ATTR put LOAD_FAST tmp_dir LOAD_FAST dst_version_path LOAD_CONST True LOAD_CONST ('recursive',) CALL_FUNCTION STORE_FAST res POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST dst_version_path LOAD_FAST dst_pin_path COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL VersionRaw LOAD_FAST res LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST bundle_version LOAD_FAST bundle_version LOAD_FAST meta STORE_ATTR version LOAD_FAST meta RETURN_VALUE LOAD_FAST self LOAD_ATTR versioned POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Can only write pins with boards that support versioning.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST type LOAD_CONST 'file' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST ".pin_write() does not support type='file'. Use .pin_upload() to save a file as a pin." CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _pin_store LOAD_FAST x LOAD_FAST name LOAD_FAST type LOAD_FAST title LOAD_FAST description LOAD_FAST metadata LOAD_FAST versioned LOAD_FAST created CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD pin_fetch LOAD_FAST name LOAD_FAST version CALL_METHOD STORE_FAST meta LOAD_FAST hash LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'TODO: validate hash' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_GLOBAL load_file LOAD_FAST meta LOAD_FAST self LOAD_ATTR fs LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name LOAD_FAST meta LOAD_ATTR version LOAD_ATTR version BUILD_LIST CALL_METHOD CALL_FUNCTION SETUP_WITH to 114 STORE_FAST f LOAD_GLOBAL getattr LOAD_FAST f LOAD_CONST 'name' LOAD_CONST None CALL_FUNCTION STORE_FAST fname LOAD_FAST fname LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL PinsError LOAD_CONST 'pin_download requires a cache.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL str LOAD_GLOBAL Path LOAD_FAST fname CALL_FUNCTION LOAD_METHOD absolute CALL_METHOD CALL_FUNCTION BUILD_LIST RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _pin_store LOAD_FAST paths LOAD_FAST name LOAD_CONST 'file' LOAD_FAST title LOAD_FAST description LOAD_FAST metadata LOAD_CONST ('type', 'title', 'description', 'metadata') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR versioned POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Can only write pins with boards that support versioning.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name LOAD_FAST version BUILD_LIST CALL_METHOD STORE_FAST pin_version_path LOAD_FAST self LOAD_ATTR fs LOAD_ATTR rm LOAD_FAST pin_version_path LOAD_CONST True LOAD_CONST ('recursive',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST n LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST days LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify both n and days.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR pin_versions LOAD_FAST name LOAD_CONST False LOAD_CONST ('as_df',) CALL_FUNCTION STORE_FAST versions LOAD_FAST n LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST n LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Argument n is {n}, but must be greater than 0.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST versions LOAD_CONST None LOAD_FAST n UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR STORE_FAST to_delete LOAD_FAST days LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST days LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Argument days is {days}, but must be greater than 0.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL datetime LOAD_METHOD today CALL_METHOD LOAD_GLOBAL timedelta LOAD_FAST days LOAD_CONST ('days',) CALL_FUNCTION BINARY_SUBTRACT STORE_DEREF date_cutoff LOAD_CLOSURE date_cutoff BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7476bb70, file "f.py", line 472> LOAD_CONST 'BaseBoard.pin_versions_prune.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST versions GET_ITER CALL_FUNCTION STORE_FAST to_delete LOAD_FAST to_delete POP_JUMP_IF_FALSE LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa7476bf60, file "f.py", line 475> LOAD_CONST 'BaseBoard.pin_versions_prune.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST to_delete GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST str_vers LOAD_GLOBAL inform LOAD_GLOBAL _log LOAD_CONST 'Deleting versions: ' LOAD_FAST str_vers FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST to_delete POP_JUMP_IF_TRUE LOAD_GLOBAL inform LOAD_GLOBAL _log LOAD_CONST 'No old versions to delete' CALL_FUNCTION POP_TOP SETUP_LOOP to 220 LOAD_FAST to_delete GET_ITER FOR_ITER to 218 STORE_FAST version LOAD_FAST self LOAD_METHOD pin_version_delete LOAD_FAST name LOAD_FAST version LOAD_ATTR version CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST v LOAD_FAST v LOAD_ATTR created LOAD_DEREF date_cutoff COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST v LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR version LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD pin_list CALL_METHOD STORE_FAST names LOAD_GLOBAL list LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR pin_meta LOAD_FAST names CALL_FUNCTION CALL_FUNCTION STORE_FAST metas LOAD_FAST search POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST search LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST search CALL_METHOD JUMP_FORWARD to 50 LOAD_FAST search STORE_FAST regex BUILD_LIST STORE_FAST res SETUP_LOOP to 114 LOAD_FAST metas GET_ITER FOR_ITER to 106 STORE_FAST meta LOAD_GLOBAL re LOAD_METHOD search LOAD_FAST regex LOAD_FAST meta LOAD_ATTR name CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL re LOAD_METHOD search LOAD_FAST regex LOAD_FAST meta LOAD_ATTR title CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST res LOAD_METHOD append LOAD_FAST meta CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 114 LOAD_FAST metas STORE_FAST res LOAD_FAST as_df POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd LOAD_GLOBAL list LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR _extract_search_meta LOAD_FAST res CALL_FUNCTION CALL_FUNCTION STORE_FAST extracted LOAD_FAST pd LOAD_METHOD DataFrame LOAD_FAST extracted CALL_METHOD RETURN_VALUE LOAD_FAST res RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST names LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST names BUILD_LIST STORE_FAST names SETUP_LOOP to 86 LOAD_FAST names GET_ITER FOR_ITER to 84 STORE_FAST name LOAD_FAST self LOAD_METHOD pin_exists LOAD_FAST name CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL PinsError LOAD_CONST 'Cannot delete pin, since pin %s does not exist' LOAD_FAST name BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST path_to_pin LOAD_FAST self LOAD_ATTR fs LOAD_ATTR rm LOAD_FAST path_to_pin LOAD_CONST True LOAD_CONST ('recursive',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '/' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid pin name: ' LOAD_FAST name FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 50 LOAD_FAST name LOAD_FAST self LOAD_ATTR reserved_pin_names COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "The pin name '" LOAD_FAST name FORMAT_VALUE LOAD_CONST "' is reserved for internal use." BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD validate_pin_name LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST name RETURN_VALUE LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD LOAD_FAST version BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_CONST '/' LOAD_METHOD join LOAD_FAST self LOAD_ATTR board BUILD_LIST LOAD_FAST elements BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_FAST path LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL sorted LOAD_FAST versions LOAD_CONST <code object <lambda> at 0x7faa8c22a420, file "f.py", line 583> LOAD_CONST 'BaseBoard.sort_pin_versions.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION RETURN_VALUE LOAD_FAST v LOAD_ATTR version RETURN_VALUE LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Name must be specified.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST versioned LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Only writing versioned pins supported.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Type argument is required.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST title LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL default_title LOAD_FAST x LOAD_FAST name CALL_FUNCTION STORE_FAST title LOAD_FAST object_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Path LOAD_FAST pin_dir_path CALL_FUNCTION LOAD_FAST name BINARY_TRUE_DIVIDE STORE_FAST p_obj JUMP_FORWARD to 100 LOAD_GLOBAL Path LOAD_FAST pin_dir_path CALL_FUNCTION LOAD_FAST object_name BINARY_TRUE_DIVIDE STORE_FAST p_obj LOAD_GLOBAL save_data LOAD_FAST x LOAD_GLOBAL str LOAD_FAST p_obj CALL_FUNCTION LOAD_FAST type CALL_FUNCTION STORE_FAST file_names LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR create LOAD_FAST pin_dir_path LOAD_FAST file_names LOAD_FAST type LOAD_FAST title LOAD_FAST description LOAD_FAST metadata LOAD_FAST name LOAD_FAST created LOAD_CONST ('title', 'description', 'user', 'name', 'created') CALL_FUNCTION STORE_FAST meta LOAD_FAST self LOAD_ATTR meta_factory LOAD_METHOD get_meta_name CALL_METHOD STORE_FAST meta_name LOAD_GLOBAL Path LOAD_FAST pin_dir_path CALL_FUNCTION LOAD_FAST meta_name BINARY_TRUE_DIVIDE STORE_FAST src_meta_path LOAD_FAST meta LOAD_METHOD to_pin_yaml LOAD_FAST src_meta_path LOAD_METHOD open LOAD_CONST 'w' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST meta RETURN_VALUE LOAD_CONST 'name' LOAD_CONST 'type' LOAD_CONST 'title' LOAD_CONST 'created' LOAD_CONST 'file_size' BUILD_LIST STORE_FAST keep_fields LOAD_CLOSURE meta BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7faa8c22adb0, file "f.py", line 637> LOAD_CONST 'BaseBoard._extract_search_meta.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST keep_fields GET_ITER CALL_FUNCTION STORE_FAST d LOAD_DEREF meta LOAD_FAST d LOAD_CONST 'meta' STORE_SUBSCR LOAD_FAST d RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 STORE_FAST k LOAD_GLOBAL getattr LOAD_DEREF meta LOAD_FAST k LOAD_CONST None CALL_FUNCTION LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL load_data LOAD_FAST meta LOAD_FAST self LOAD_ATTR fs LOAD_FAST pin_version_path LOAD_FAST self LOAD_ATTR allow_pickle_read LOAD_CONST ('allow_pickle_read',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD open LOAD_FAST path CALL_METHOD STORE_FAST f LOAD_FAST self LOAD_METHOD _touch_cache LOAD_FAST path CALL_METHOD POP_TOP BUILD_MAP STORE_FAST local LOAD_FAST f LOAD_FAST local BUILD_TUPLE RETURN_VALUE LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST version BUILD_LIST JUMP_FORWARD to 16 BUILD_LIST STORE_FAST version_part LOAD_FAST fname LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST fname BUILD_LIST JUMP_FORWARD to 34 BUILD_LIST STORE_FAST fname_part LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST pin_name CALL_METHOD BUILD_TUPLE LOAD_FAST version_part LOAD_FAST fname_part BUILD_LIST CALL_METHOD STORE_FAST p_version LOAD_FAST self LOAD_ATTR fs LOAD_METHOD _check_file LOAD_FAST p_version CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('touch_access_time',) IMPORT_NAME pins.cache IMPORT_FROM touch_access_time STORE_FAST touch_access_time POP_TOP LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR fs LOAD_GLOBAL PinsCache CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD _check_file LOAD_FAST path CALL_METHOD STORE_FAST path_to_hashed LOAD_FAST touch_access_time LOAD_FAST path_to_hashed CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BoardManual' STORE_NAME __qualname__ LOAD_CONST 'Simple board that accepts a dictionary of form `pin_name: path`.\n\n Examples\n --------\n >>> import fsspec\n >>> import os\n >>> fs = fsspec.filesystem("github", org = "rstudio", repo = "pins-python")\n >>> pin_paths = {"df_csv": "df_csv/20220214T163720Z-9bfad/"}\n >>> board = BoardManual("pins/tests/pins-compat", fs, pin_paths=pin_paths)\n\n >>> board.pin_list()\n [\'df_csv\']\n\n >>> board.pin_read("df_csv")\n x y z\n 0 1 a 3\n 1 2 b 4\n\n ' STORE_NAME __doc__ LOAD_NAME dict LOAD_CONST ('pin_paths',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa8c22a030, file "f.py", line 693> LOAD_CONST 'BoardManual.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME ExtendMethodDoc LOAD_CONST <code object pin_list at 0x7faa8c22a270, file "f.py", line 698> LOAD_CONST 'BoardManual.pin_list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_list LOAD_NAME ExtendMethodDoc LOAD_CONST <code object pin_versions at 0x7fab823a3810, file "f.py", line 702> LOAD_CONST 'BoardManual.pin_versions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_versions LOAD_NAME ExtendMethodDoc LOAD_CONST (None,) LOAD_CONST <code object pin_meta at 0x7fab427a15d0, file "f.py", line 706> LOAD_CONST 'BoardManual.pin_meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_meta LOAD_NAME ExtendMethodDoc LOAD_CONST (None, None) LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pin_download at 0x7faa5e7d8540, file "f.py", line 724> LOAD_CONST 'BoardManual.pin_download' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_download LOAD_CONST <code object construct_path at 0x7faa5ebe4540, file "f.py", line 742> LOAD_CONST 'BoardManual.construct_path' MAKE_FUNCTION STORE_NAME construct_path LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST pin_paths LOAD_FAST self STORE_ATTR pin_paths LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR pin_paths CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'This board does not support pin_versions.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST version LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD STORE_FAST pin_name LOAD_FAST self LOAD_ATTR meta_factory LOAD_METHOD get_meta_name CALL_METHOD STORE_FAST meta_name LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name BUILD_LIST CALL_METHOD STORE_FAST path_to_pin LOAD_FAST self LOAD_ATTR fs LOAD_ATTR protocol LOAD_CONST 'http' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST path_to_pin LOAD_METHOD rstrip CALL_METHOD LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR create_raw LOAD_FAST path_to_pin LOAD_CONST 'file' LOAD_FAST pin_name LOAD_CONST ('type', 'name') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD construct_path LOAD_FAST pin_name LOAD_CONST '' LOAD_FAST meta_name BUILD_LIST CALL_METHOD STORE_FAST path_meta LOAD_FAST self LOAD_METHOD _open_pin_meta LOAD_FAST path_meta CALL_METHOD UNPACK_SEQUENCE STORE_FAST f STORE_FAST local LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR read_pin_yaml LOAD_FAST f LOAD_FAST pin_name LOAD_GLOBAL VersionRaw LOAD_CONST '' CALL_FUNCTION LOAD_FAST local LOAD_CONST ('local',) CALL_FUNCTION STORE_FAST meta LOAD_FAST meta RETURN_VALUE LOAD_FAST self LOAD_METHOD pin_meta LOAD_FAST name LOAD_FAST version CALL_METHOD STORE_FAST meta LOAD_GLOBAL isinstance LOAD_FAST meta LOAD_GLOBAL MetaRaw CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL load_file LOAD_FAST meta LOAD_FAST self LOAD_ATTR fs LOAD_CONST None CALL_FUNCTION STORE_FAST f JUMP_FORWARD to 46 LOAD_GLOBAL NotImplementedError LOAD_CONST 'TODO: pin_download currently can only read a url to a single file.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL getattr LOAD_FAST f LOAD_CONST 'name' LOAD_CONST None CALL_FUNCTION STORE_FAST fname LOAD_FAST fname LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL PinsError LOAD_CONST 'pin_download requires a cache.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL str LOAD_GLOBAL Path LOAD_FAST fname CALL_FUNCTION LOAD_METHOD absolute CALL_METHOD CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_FAST elements UNPACK_EX STORE_FAST pin_name STORE_FAST others LOAD_FAST self LOAD_ATTR pin_paths LOAD_FAST pin_name BINARY_SUBSCR STORE_FAST pin_path LOAD_FAST self LOAD_ATTR board POP_JUMP_IF_TRUE BUILD_LIST JUMP_FORWARD to 34 LOAD_FAST self LOAD_ATTR board BUILD_LIST STORE_FAST pre_components LOAD_FAST pin_path LOAD_METHOD endswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST others CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'pin path ' LOAD_FAST pin_path FORMAT_VALUE LOAD_CONST " does not end in '/' so is assumed to be a single file. Cannot construct a path to elements " LOAD_FAST elements FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST '/' LOAD_METHOD join LOAD_FAST pre_components LOAD_FAST pin_path BUILD_LIST BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_FAST pin_path LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST stripped LOAD_GLOBAL len LOAD_FAST others CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '/' LOAD_METHOD join LOAD_FAST pre_components LOAD_FAST pin_path BUILD_LIST BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST others CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST others LOAD_CONST 0 BINARY_SUBSCR STORE_FAST version LOAD_CONST '/' LOAD_METHOD join LOAD_FAST pre_components LOAD_FAST pin_path BUILD_LIST BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST others CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST others UNPACK_SEQUENCE STORE_FAST version STORE_FAST meta LOAD_CONST '/' LOAD_METHOD join LOAD_FAST pre_components LOAD_FAST stripped LOAD_FAST meta BUILD_LIST BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Unable to construct path from these elements: ' LOAD_FAST elements FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BoardRsConnect' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME files LOAD_CONST 'pins' CALL_FUNCTION LOAD_CONST 'rsconnect/html' BINARY_TRUE_DIVIDE STORE_NAME html_assets_dir LOAD_NAME Path LOAD_NAME __annotations__ LOAD_CONST 'html_assets_dir' STORE_SUBSCR LOAD_NAME files LOAD_CONST 'pins' CALL_FUNCTION LOAD_CONST 'rsconnect/html/index.html' BINARY_TRUE_DIVIDE STORE_NAME html_template LOAD_NAME Path LOAD_NAME __annotations__ LOAD_CONST 'html_template' STORE_SUBSCR LOAD_NAME ExtendMethodDoc LOAD_CONST <code object pin_list at 0x7faa5ebe4930, file "f.py", line 777> LOAD_CONST 'BoardRsConnect.pin_list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_list LOAD_NAME ExtendMethodDoc LOAD_CONST None LOAD_CONST ('access_type',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object pin_write at 0x7faa5ebe48a0, file "f.py", line 785> LOAD_CONST 'BoardRsConnect.pin_write' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_write LOAD_NAME ExtendMethodDoc LOAD_CONST (None, True) LOAD_CONST <code object pin_search at 0x7faa5ebe4a50, file "f.py", line 820> LOAD_CONST 'BoardRsConnect.pin_search' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_search LOAD_NAME ExtendMethodDoc LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object pin_version_delete at 0x7faa5ebe4660, file "f.py", line 851> LOAD_CONST 'BoardRsConnect.pin_version_delete' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_version_delete LOAD_NAME ExtendMethodDoc LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object pin_versions_prune at 0x7faa5ebe4150, file "f.py", line 863> LOAD_CONST 'BoardRsConnect.pin_versions_prune' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pin_versions_prune LOAD_CONST <code object _open_pin_meta at 0x7faa5ebe4300, file "f.py", line 872> LOAD_CONST 'BoardRsConnect._open_pin_meta' MAKE_FUNCTION STORE_NAME _open_pin_meta LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object validate_pin_name at 0x7faa5ebe4390, file "f.py", line 888> LOAD_CONST 'BoardRsConnect.validate_pin_name' MAKE_FUNCTION STORE_NAME validate_pin_name LOAD_NAME Sequence LOAD_NAME VersionRaw BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object sort_pin_versions at 0x7faa5ebe4ae0, file "f.py", line 899> LOAD_CONST 'BoardRsConnect.sort_pin_versions' MAKE_FUNCTION STORE_NAME sort_pin_versions LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object path_to_pin at 0x7faa5ebe41e0, file "f.py", line 902> LOAD_CONST 'BoardRsConnect.path_to_pin' MAKE_FUNCTION STORE_NAME path_to_pin LOAD_CONST <code object construct_path at 0x7faa5ebe44b0, file "f.py", line 910> LOAD_CONST 'BoardRsConnect.construct_path' MAKE_FUNCTION STORE_NAME construct_path LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'version') BUILD_CONST_KEY_MAP LOAD_CONST <code object path_to_deploy_version at 0x7faa5ebe4c00, file "f.py", line 913> LOAD_CONST 'BoardRsConnect.path_to_deploy_version' MAKE_FUNCTION STORE_NAME path_to_deploy_version LOAD_NAME property LOAD_CONST <code object user_name at 0x7faa5ebe4c90, file "f.py", line 916> LOAD_CONST 'BoardRsConnect.user_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_name LOAD_CONST 'str | None' LOAD_CONST ('name',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object prepare_pin_version at 0x7faa5ebe40c0, file "f.py", line 927> LOAD_CONST 'BoardRsConnect.prepare_pin_version' MAKE_FUNCTION STORE_NAME prepare_pin_version LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_ATTR api LOAD_METHOD misc_get_applications LOAD_CONST 'content_type:pin' CALL_METHOD STORE_FAST paged_res LOAD_FAST paged_res LOAD_ATTR results STORE_FAST results LOAD_CONST <code object <listcomp> at 0x7faa5ebe4e40, file "f.py", line 782> LOAD_CONST 'BoardRsConnect.pin_list.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST results GET_ITER CALL_FUNCTION STORE_FAST names LOAD_FAST names RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST cont LOAD_FAST cont LOAD_CONST 'owner_username' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST '/' LOAD_FAST cont LOAD_CONST 'name' BINARY_SUBSCR FORMAT_VALUE BUILD_STRING LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR pin_write STORE_FAST f_super LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_FAST f_super CALL_METHOD STORE_FAST sig LOAD_FAST sig LOAD_ATTR bind LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST bind LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST bind LOAD_ATTR arguments LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD STORE_FAST pin_name LOAD_FAST pin_name LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR user_name COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD exists LOAD_FAST pin_name CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL PinsError LOAD_CONST 'You are connected as ' LOAD_FAST self LOAD_ATTR user_name FORMAT_VALUE LOAD_CONST ', but you are trying to create a new piece of content for another user (' LOAD_FAST pin_name FORMAT_VALUE LOAD_CONST '). They must create the content before you can write to it.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST f_super LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST meta LOAD_FAST self LOAD_ATTR fs LOAD_METHOD info LOAD_FAST pin_name CALL_METHOD STORE_FAST content LOAD_FAST self LOAD_ATTR fs LOAD_ATTR api LOAD_ATTR patch_content_item LOAD_FAST content LOAD_CONST 'guid' BINARY_SUBSCR LOAD_FAST meta LOAD_ATTR title LOAD_FAST meta LOAD_ATTR description JUMP_IF_TRUE_OR_POP LOAD_CONST '' LOAD_FAST access_type JUMP_IF_TRUE_OR_POP LOAD_FAST content LOAD_CONST 'access_type' BINARY_SUBSCR LOAD_CONST ('title', 'description', 'access_type') CALL_FUNCTION POP_TOP LOAD_FAST meta RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('RsConnectApiRequestError',) IMPORT_NAME pins.rsconnect.api IMPORT_FROM RsConnectApiRequestError STORE_FAST RsConnectApiRequestError POP_TOP LOAD_FAST self LOAD_ATTR fs LOAD_ATTR api LOAD_ATTR misc_get_applications LOAD_CONST 'content_type:pin' LOAD_FAST search LOAD_CONST ('search',) CALL_FUNCTION STORE_FAST paged_res LOAD_FAST paged_res LOAD_ATTR results STORE_FAST results BUILD_LIST STORE_FAST res SETUP_LOOP to 196 LOAD_FAST results GET_ITER FOR_ITER to 194 STORE_FAST content LOAD_FAST content LOAD_CONST 'owner_username' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST '/' LOAD_FAST content LOAD_CONST 'name' BINARY_SUBSCR FORMAT_VALUE BUILD_STRING STORE_FAST pin_name LOAD_GLOBAL str LOAD_FAST content LOAD_CONST 'bundle_id' BINARY_SUBSCR CALL_FUNCTION STORE_FAST version SETUP_EXCEPT to 112 LOAD_FAST self LOAD_METHOD pin_meta LOAD_FAST pin_name LOAD_FAST version CALL_METHOD STORE_FAST meta LOAD_FAST res LOAD_METHOD append LOAD_FAST meta CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_FAST RsConnectApiRequestError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 178 LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 19 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST e RAISE_VARARGS LOAD_FAST res LOAD_METHOD append LOAD_FAST self LOAD_ATTR meta_factory LOAD_ATTR create_raw LOAD_CONST None LOAD_CONST None LOAD_FAST pin_name LOAD_CONST ('type', 'name') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST as_df POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd BUILD_LIST STORE_FAST extract SETUP_LOOP to 242 LOAD_FAST res GET_ITER FOR_ITER to 240 STORE_FAST entry LOAD_FAST extract LOAD_METHOD append LOAD_FAST self LOAD_METHOD _extract_search_meta LOAD_FAST entry CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pd LOAD_METHOD DataFrame LOAD_FAST extract CALL_METHOD RETURN_VALUE LOAD_FAST res RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('RsConnectApiRequestError',) IMPORT_NAME pins.rsconnect.api IMPORT_FROM RsConnectApiRequestError STORE_FAST RsConnectApiRequestError POP_TOP SETUP_EXCEPT to 32 LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR pin_version_delete LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 96 DUP_TOP LOAD_FAST RsConnectApiRequestError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 82 LOAD_FAST e LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 75 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST e RAISE_VARARGS LOAD_GLOBAL PinsError LOAD_CONST 'RStudio Connect cannot delete the latest pin version.' CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 96 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL inspect LOAD_METHOD signature LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR pin_versions_prune CALL_METHOD STORE_FAST sig LOAD_FAST sig LOAD_ATTR bind LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION LOAD_ATTR arguments LOAD_METHOD get LOAD_CONST 'days' CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'RStudio Connect board cannot prune versions using days.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR pin_versions_prune LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_METHOD open LOAD_FAST path CALL_METHOD STORE_FAST f LOAD_FAST self LOAD_METHOD _touch_cache LOAD_FAST path CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST path CALL_FUNCTION LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST user_name STORE_FAST content_name STORE_FAST bundle_id LOAD_FAST self LOAD_ATTR fs LOAD_ATTR _user_name_cache LOAD_FAST user_name BINARY_SUBSCR STORE_FAST user_guid LOAD_FAST self LOAD_ATTR fs LOAD_ATTR _content_name_cache LOAD_FAST user_guid LOAD_FAST content_name BUILD_TUPLE BINARY_SUBSCR STORE_FAST content_guid LOAD_FAST content_guid LOAD_FAST bundle_id LOAD_FAST self LOAD_ATTR fs LOAD_ATTR api LOAD_ATTR server_url FORMAT_VALUE LOAD_CONST '/content/' LOAD_FAST content_guid FORMAT_VALUE LOAD_CONST '/' BUILD_STRING LOAD_CONST ('content_id', 'version', 'url') BUILD_CONST_KEY_MAP STORE_FAST local LOAD_FAST f LOAD_FAST local BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL get_allow_rsc_short_name CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST name LOAD_METHOD count LOAD_CONST '/' CALL_METHOD LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid pin name: ' LOAD_FAST name FORMAT_VALUE LOAD_CONST '\nRStudio Connect pin names must include user name. E.g. \nsome_user/mtcars, for the user some_user.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_METHOD count LOAD_CONST '/' CALL_METHOD LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST name LOAD_METHOD lstrip CALL_METHOD LOAD_METHOD startswith LOAD_CONST '/' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid pin name: ' LOAD_FAST name FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sorted LOAD_FAST versions LOAD_CONST <code object <lambda> at 0x7faa5ebe4030, file "f.py", line 900> LOAD_CONST 'BoardRsConnect.sort_pin_versions.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL int LOAD_FAST v LOAD_ATTR version CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD validate_pin_name LOAD_FAST name CALL_METHOD POP_TOP LOAD_CONST '/' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST name RETURN_VALUE LOAD_FAST self LOAD_ATTR user_name FORMAT_VALUE LOAD_CONST '/' LOAD_FAST name FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST '/' LOAD_METHOD join LOAD_FAST elements CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_user_name' LOAD_CONST None CALL_FUNCTION STORE_FAST name LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST name RETURN_VALUE LOAD_FAST self LOAD_ATTR fs LOAD_ATTR api LOAD_METHOD get_user CALL_METHOD STORE_FAST user LOAD_FAST user LOAD_CONST 'username' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _user_name LOAD_FAST self LOAD_ATTR _user_name RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('board_deparse',) IMPORT_NAME constructors IMPORT_FROM board_deparse STORE_FAST board_deparse POP_TOP LOAD_FAST name LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR STORE_FAST short_name LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR prepare_pin_version LOAD_FAST pin_dir_path LOAD_FAST x LOAD_FAST short_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST meta LOAD_FAST name LOAD_FAST meta STORE_ATTR name LOAD_GLOBAL set LOAD_GLOBAL isinstance LOAD_FAST meta LOAD_ATTR file LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST meta LOAD_ATTR file BUILD_LIST JUMP_FORWARD to 82 LOAD_FAST meta LOAD_ATTR file CALL_FUNCTION STORE_FAST crnt_files LOAD_CONST <code object <listcomp> at 0x7faa5ebe4db0, file "f.py", line 936> LOAD_CONST 'BoardRsConnect.prepare_pin_version.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR html_assets_dir LOAD_METHOD rglob LOAD_CONST '*' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST to_add LOAD_GLOBAL set LOAD_FAST to_add CALL_FUNCTION LOAD_FAST crnt_files BINARY_AND STORE_FAST overlap LOAD_FAST overlap POP_JUMP_IF_FALSE LOAD_GLOBAL PinsError LOAD_CONST 'Generating an index.html would overwrite these files: ' LOAD_FAST overlap FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _copytree LOAD_FAST self LOAD_ATTR html_assets_dir LOAD_FAST pin_dir_path CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST meta LOAD_ATTR file LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST meta LOAD_ATTR file BUILD_LIST JUMP_FORWARD to 174 LOAD_FAST meta LOAD_ATTR file STORE_FAST all_files LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7faa5ebe4420, file "f.py", line 946> LOAD_CONST 'BoardRsConnect.prepare_pin_version.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST all_files GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST pin_files LOAD_FAST meta LOAD_ATTR version LOAD_ATTR created LOAD_ATTR replace LOAD_CONST 0 LOAD_CONST ('microsecond',) CALL_FUNCTION LOAD_FAST self LOAD_METHOD path_to_pin LOAD_FAST name CALL_METHOD LOAD_FAST pin_files LOAD_FAST meta LOAD_FAST board_deparse LOAD_FAST self CALL_FUNCTION LOAD_CONST ('date', 'pin_name', 'pin_files', 'pin_metadata', 'board_deparse') BUILD_CONST_KEY_MAP STORE_FAST context LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_FAST json LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST pd LOAD_ATTR DataFrame CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST json LOAD_METHOD loads LOAD_FAST x LOAD_METHOD head LOAD_CONST 100 CALL_METHOD LOAD_ATTR to_json LOAD_CONST 'records' LOAD_CONST ('orient',) CALL_FUNCTION CALL_METHOD STORE_FAST data LOAD_CONST <code object <listcomp> at 0x7faa5ebe4d20, file "f.py", line 962> LOAD_CONST 'BoardRsConnect.prepare_pin_version.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST x GET_ITER CALL_FUNCTION STORE_FAST columns LOAD_CONST <code object <listcomp> at 0x7faa5ebe4b70, file "f.py", line 967> LOAD_CONST 'BoardRsConnect.prepare_pin_version.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION STORE_FAST data_no_nulls LOAD_FAST json LOAD_METHOD dumps LOAD_FAST data_no_nulls LOAD_FAST columns LOAD_CONST ('data', 'columns') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_FAST context LOAD_CONST 'data_preview' STORE_SUBSCR JUMP_FORWARD to 352 LOAD_FAST json LOAD_METHOD dumps BUILD_MAP CALL_METHOD LOAD_FAST context LOAD_CONST 'data_preview' STORE_SUBSCR LOAD_FAST meta LOAD_ATTR type LOAD_CONST ('joblib',) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'display:none' LOAD_FAST context LOAD_CONST 'show_r_style' STORE_SUBSCR JUMP_FORWARD to 382 LOAD_CONST '' LOAD_FAST context LOAD_CONST 'show_r_style' STORE_SUBSCR LOAD_CONST 0 LOAD_CONST ('Environment',) IMPORT_NAME jinja2 IMPORT_FROM Environment STORE_FAST Environment POP_TOP LOAD_FAST Environment CALL_FUNCTION STORE_FAST env LOAD_FAST env LOAD_METHOD from_string LOAD_FAST self LOAD_ATTR html_template LOAD_METHOD read_text CALL_METHOD CALL_METHOD STORE_FAST template LOAD_FAST template LOAD_METHOD render LOAD_FAST context CALL_METHOD STORE_FAST rendered LOAD_GLOBAL Path LOAD_FAST pin_dir_path CALL_FUNCTION LOAD_CONST 'index.html' BINARY_TRUE_DIVIDE LOAD_METHOD write_text LOAD_FAST rendered CALL_METHOD POP_TOP LOAD_FAST meta RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST p LOAD_GLOBAL str LOAD_FAST p CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_CONST '<a href="' LOAD_FAST x FORMAT_VALUE LOAD_CONST '">' LOAD_FAST x FORMAT_VALUE LOAD_CONST '</a>' BUILD_STRING YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST col LOAD_FAST col BUILD_LIST LOAD_FAST col BUILD_LIST LOAD_CONST 'left' BUILD_LIST LOAD_CONST '' BUILD_LIST LOAD_CONST ('name', 'label', 'align', 'type') BUILD_CONST_KEY_MAP LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST row LOAD_CONST <code object <dictcomp> at 0x7faa5ebe4270, file "f.py", line 967> LOAD_CONST 'BoardRsConnect.prepare_pin_version.<locals>.<listcomp>.<dictcomp>' MAKE_FUNCTION LOAD_FAST row LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_FAST os SETUP_LOOP to 98 LOAD_FAST os LOAD_METHOD listdir LOAD_FAST src CALL_METHOD GET_ITER FOR_ITER to 96 STORE_FAST item LOAD_FAST os LOAD_ATTR path LOAD_METHOD join LOAD_FAST src LOAD_FAST item CALL_METHOD STORE_FAST s LOAD_FAST os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dst LOAD_FAST item CALL_METHOD STORE_FAST d LOAD_FAST os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST s CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL shutil LOAD_METHOD copytree LOAD_FAST s LOAD_FAST d LOAD_FAST symlinks LOAD_FAST ignore CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL shutil LOAD_METHOD copy2 LOAD_FAST s LOAD_FAST d CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
import logging import tempfile import shutil import inspect import re from io import IOBase from pathlib import Path from importlib_resources import files from datetime import datetime, timedelta from typing import Sequence, Optional, Mapping from .versions import VersionRaw, guess_version from .meta import Meta, MetaRaw, MetaFactory from .errors import PinsError from .drivers import load_data, save_data, load_file, default_title from .utils import inform, warn_deprecated, ExtendMethodDoc from .config import get_allow_rsc_short_name from .cache import PinsCache _log = logging.getLogger(__name__) class IFileSystem: protocol: "str | list" def ls(self, path: str) -> Sequence[str]: ... def put(self) -> None: ... def open(self, path: str, mode: str, *args, **kwargs) -> IOBase: ... def get(self) -> None: ... def exists(self, path: str, **kwargs) -> bool: ... def mkdir(self, path, create_parents=True, **kwargs) -> None: ... def rm(self, path, recursive=False, maxdepth=None) -> None: ... def info(self, path): ... class BaseBoard: reserved_pin_names = {"_pins.yaml"} def __init__( self, board: "str | Path", fs: IFileSystem, versioned=True, meta_factory=MetaFactory(), allow_pickle_read: "bool | None" = None, ): self.board = str(board) self.fs = fs self.meta_factory = meta_factory self.versioned = versioned self.allow_pickle_read = allow_pickle_read def pin_exists(self, name: str) -> bool: """Determine if a pin exists. Parameters ---------- name : str Pin name. """ return self.fs.exists(self.construct_path([self.path_to_pin(name)])) def pin_versions(self, name: str, as_df: bool = True) -> Sequence[VersionRaw]: """Return available versions of a pin. Parameters ---------- name: Pin name. """ if not self.versioned: raise NotImplementedError( "Cannot show versions for a board type that does not support versioning." ) if not self.pin_exists(name): raise PinsError("Cannot check version, since pin %s does not exist" % name) versions_raw = self.fs.ls(self.construct_path([self.path_to_pin(name)])) all_versions = [] for full_path in versions_raw: version = self.keep_final_path_component(full_path) all_versions.append(guess_version(version)) sorted_versions = self.sort_pin_versions(all_versions) if as_df: import pandas as pd return pd.DataFrame([v.to_dict() for v in sorted_versions]) return sorted_versions def pin_meta(self, name, version: str = None) -> Meta: """Return metadata about a pin. Parameters ---------- name: Pin name. version: optional A specific pin version to retrieve. See Also -------- [](`~pins.boards.BaseBoard.pin_versions`) """ pin_name = self.path_to_pin(name) if version is not None: if not self.fs.exists(self.construct_path([pin_name, version])): raise PinsError( f"Pin {name} either does not exist, " f"or is missing version: {version}." ) selected_version = guess_version(version) else: versions = self.pin_versions(name, as_df=False) if not len(versions): raise NotImplementedError("TODO: sanity check when no versions") selected_version = versions[-1] components = [pin_name, selected_version.version] meta_name = self.meta_factory.get_meta_name(*components) path_meta = self.construct_path([*components, meta_name]) f, local = self._open_pin_meta(path_meta) meta = self.meta_factory.read_pin_yaml( f, pin_name, selected_version, local=local ) return meta def pin_list(self): """List names of all pins in a board. Notes ----- This is a low-level function; use [](`~pins.boards.BaseBoard.pin_search`) to get more data about each pin in a convenient form. """ full_paths = self.fs.ls(self.board) pin_names = map(self.keep_final_path_component, full_paths) return [name for name in pin_names if name not in self.reserved_pin_names] def pin_fetch(self, name: str, version: Optional[str] = None) -> Meta: meta = self.pin_meta(name, version) return meta def pin_read(self, name, version: Optional[str] = None, hash: Optional[str] = None): """Return the data stored in a pin. Parameters ---------- name: Pin name. version: A specific pin version to retrieve. hash: A hash used to validate the retrieved pin data. If specified, it is compared against the `pin_hash` field retrived by [](`~pins.boards.BaseBoard.pin_meta`). """ meta = self.pin_fetch(name, version) if isinstance(meta, MetaRaw): raise TypeError( "Could not find metadata for this pin version. If this is an individual " "file, may need to use pin_download()." ) if hash is not None: raise NotImplementedError("TODO: validate hash") pin_name = self.path_to_pin(name) return self._load_data( meta, self.construct_path([pin_name, meta.version.version]) ) def _pin_store( self, x, name: Optional[str] = None, type: Optional[str] = None, title: Optional[str] = None, description: Optional[str] = None, metadata: Optional[Mapping] = None, versioned: Optional[bool] = None, created: Optional[datetime] = None, ) -> Meta: if not self.versioned: raise NotImplementedError( "Can only write pins with boards that support versioning." ) if type == "feather": warn_deprecated( 'Writing pin type "feather" is unsupported. Switching type to "arrow".' " This produces the exact same behavior, and also works with R pins." ' Please switch to pin_write using type="arrow".' ) type = "arrow" if type == "file": if isinstance(x, (tuple, list)) and len(x) == 1: x = x[0] _p = Path(x) _base_len = len(_p.name) - len("".join(_p.suffixes)) object_name = _p.name[:_base_len] else: object_name = None pin_name = self.path_to_pin(name) with tempfile.TemporaryDirectory() as tmp_dir: meta = self.prepare_pin_version( tmp_dir, x, pin_name, type, title, description, metadata, versioned, created, object_name=object_name, ) dst_pin_path = self.construct_path([pin_name]) dst_version = meta.version.version dst_version_path = self.path_to_deploy_version(name, dst_version) if not self.fs.exists(dst_pin_path): try: self.fs.mkdir(dst_pin_path) except FileExistsError: pass if self.fs.exists(dst_version_path) and dst_version_path != dst_pin_path: raise PinsError( f"Attempting to write pin version to {dst_version_path}, " "but that directory already exists." ) inform( _log, f"Writing pin:\nName: {repr(pin_name)}\nVersion: {dst_version}" ) res = self.fs.put(tmp_dir, dst_version_path, recursive=True) if dst_version_path == dst_pin_path: bundle_version = VersionRaw(res.split("/")[-1]) meta.version = bundle_version return meta def pin_write( self, x, name: Optional[str] = None, type: Optional[str] = None, title: Optional[str] = None, description: Optional[str] = None, metadata: Optional[Mapping] = None, versioned: Optional[bool] = None, created: Optional[datetime] = None, ) -> Meta: """Write a pin object to the board. Parameters ---------- x: An object (e.g. a pandas DataFrame) to pin. name: Pin name. type: File type used to save `x` to disk. May be "csv", "arrow", "parquet", "joblib", or "json". title: A title for the pin; most important for shared boards so that others can understand what the pin contains. If omitted, a brief description of the contents will be automatically generated. description: A detailed description of the pin contents. metadata: A dictionary containing additional metadata to store with the pin. This gets stored on the Meta.user field. versioned: Whether the pin should be versioned. Defaults to versioning. created: A date to store in the Meta.created field. This field may be used as part of the pin version name. """ if not self.versioned: raise NotImplementedError( "Can only write pins with boards that support versioning." ) if type == "file": raise NotImplementedError( ".pin_write() does not support type='file'. " "Use .pin_upload() to save a file as a pin." ) return self._pin_store( x, name, type, title, description, metadata, versioned, created ) def pin_download(self, name, version=None, hash=None) -> Sequence[str]: """Download the files contained in a pin. This method only downloads the files in a pin. In order to read and load pin data as an object (e.g. a pandas DataFrame), use [](`~pins.boards.BaseBoard.pin_read`). Parameters ---------- name: Pin name. version: A specific pin version to retrieve. hash: A hash used to validate the retrieved pin data. If specified, it is compared against the `pin_hash` field retrived by [](`~pins.boards.BaseBoard.pin_meta`). """ meta = self.pin_fetch(name, version) if hash is not None: raise NotImplementedError("TODO: validate hash") pin_name = self.path_to_pin(name) with load_file( meta, self.fs, self.construct_path([pin_name, meta.version.version]) ) as f: fname = getattr(f, "name", None) if fname is None: raise PinsError("pin_download requires a cache.") return [str(Path(fname).absolute())] def pin_upload( self, paths: "str | list[str]", name=None, title=None, description=None, metadata=None, ): """Write a pin based on paths to one or more files. This method simply uploads the files given, so they can be downloaded later using [](`~pins.boards.BaseBoard.pin_download`). Parameters ---------- paths: Paths of files to upload. Currently, only uploading a single file is supported. name: Pin name. title: A title for the pin; most important for shared boards so that others can understand what the pin contains. If omitted, a brief description of the contents will be automatically generated. description: A detailed description of the pin contents. metadata: A dictionary containing additional metadata to store with the pin. This gets stored on the Meta.user field. """ return self._pin_store( paths, name, type="file", title=title, description=description, metadata=metadata, ) def pin_version_delete(self, name: str, version: str): """Delete a single version of a pin. Parameters ---------- name: Pin name. version: Version identifier. """ if not self.versioned: raise NotImplementedError( "Can only write pins with boards that support versioning." ) pin_name = self.path_to_pin(name) pin_version_path = self.construct_path([pin_name, version]) self.fs.rm(pin_version_path, recursive=True) def pin_versions_prune( self, name, n: "int | None" = None, days: "int | None" = None ): """Delete old versions of a pin. Parameters ---------- name: Pin name. n, days: Pick one of `n` or `days` to choose how many versions to keep. `n = 3` will keep the last three versions; `days = 14` will keep all the versions in the last 14 days. Notes ----- Regardless of what values you set, `pin_versions_prune` will never delete the most recent version. """ if n is None and days is None: raise ValueError("Cannot specify both n and days.") versions = self.pin_versions(name, as_df=False) if n is not None: if n <= 0: raise ValueError("Argument n is {n}, but must be greater than 0.") to_delete = versions[:-n] if days is not None: if days <= 0: raise ValueError("Argument days is {days}, but must be greater than 0.") date_cutoff = datetime.today() - timedelta(days=days) to_delete = [v for v in versions if v.created < date_cutoff] if to_delete: str_vers = ", ".join([v.version for v in to_delete]) inform(_log, f"Deleting versions: {str_vers}.") if not to_delete: inform(_log, "No old versions to delete") for version in to_delete: self.pin_version_delete(name, version.version) def pin_search(self, search=None, as_df=True): """Search for pins. The underlying search method depends on the board implementation, but most will search for text in the pin name and title. Parameters ---------- search: A string to search for. By default returns all pins. as_df: Whether to return a pandas DataFrame. """ names = self.pin_list() metas = list(map(self.pin_meta, names)) if search: regex = re.compile(search) if isinstance(search, str) else search res = [] for meta in metas: if re.search(regex, meta.name) or re.search(regex, meta.title): res.append(meta) else: res = metas if as_df: import pandas as pd extracted = list(map(self._extract_search_meta, res)) return pd.DataFrame(extracted) return res def pin_delete(self, names: "str | Sequence[str]"): """Delete a pin (or pins), removing it from the board. Parameters ---------- names: The names of one or more pins to delete. """ if isinstance(names, str): names = [names] for name in names: if not self.pin_exists(name): raise PinsError("Cannot delete pin, since pin %s does not exist" % name) path_to_pin = self.construct_path([self.path_to_pin(name)]) self.fs.rm(path_to_pin, recursive=True) def pin_browse(self, name, version=None, local=False): """TODO: Navigate to the home of a pin, either on the internet or locally. Parameters ---------- name: Pin name. version: A specific pin version to retrieve. local: Whether to open the local copy of the pin. Defaults to showing you the home of the pin on the internet. See Also -------- BaseBoard.pin_versions """ raise NotImplementedError() def validate_pin_name(self, name: str) -> None: """Raise an error if a pin name is not valid.""" if "/" in name: raise ValueError(f"Invalid pin name: {name}") elif name in self.reserved_pin_names: raise ValueError(f"The pin name '{name}' is reserved for internal use.") def path_to_pin(self, name: str) -> str: self.validate_pin_name(name) return name def path_to_deploy_version(self, name: str, version: str): return self.construct_path([self.path_to_pin(name), version]) def construct_path(self, elements) -> str: return "/".join([self.board] + elements) def keep_final_path_component(self, path): return path.split("/")[-1] def sort_pin_versions(self, versions): return sorted(versions, key=lambda v: v.version) def prepare_pin_version( self, pin_dir_path, x, name: Optional[str] = None, type: Optional[str] = None, title: Optional[str] = None, description: Optional[str] = None, metadata: Optional[Mapping] = None, versioned: Optional[bool] = None, created: Optional[datetime] = None, object_name: Optional[str] = None, ): if name is None: raise NotImplementedError("Name must be specified.") if versioned is False: raise NotImplementedError("Only writing versioned pins supported.") if type is None: raise NotImplementedError("Type argument is required.") if title is None: title = default_title(x, name) if object_name is None: p_obj = Path(pin_dir_path) / name else: p_obj = Path(pin_dir_path) / object_name file_names = save_data(x, str(p_obj), type) meta = self.meta_factory.create( pin_dir_path, file_names, type, title=title, description=description, user=metadata, name=name, created=created, ) meta_name = self.meta_factory.get_meta_name() src_meta_path = Path(pin_dir_path) / meta_name meta.to_pin_yaml(src_meta_path.open("w")) return meta def _extract_search_meta(self, meta): keep_fields = ["name", "type", "title", "created", "file_size"] d = {k: getattr(meta, k, None) for k in keep_fields} d["meta"] = meta return d def _load_data(self, meta, pin_version_path): """Return the data object stored by a pin (e.g. a DataFrame).""" return load_data( meta, self.fs, pin_version_path, allow_pickle_read=self.allow_pickle_read ) def _open_pin_meta(self, path): f = self.fs.open(path) self._touch_cache(path) local = {} return f, local def _get_cache_path(self, pin_name, version=None, fname=None): version_part = [version] if version is not None else [] fname_part = [fname] if fname is not None else [] p_version = self.construct_path( [self.path_to_pin(pin_name), *version_part, *fname_part] ) return self.fs._check_file(p_version) def _touch_cache(self, path): from pins.cache import touch_access_time if not isinstance(self.fs, PinsCache): return path_to_hashed = self.fs._check_file(path) return touch_access_time(path_to_hashed) class BoardManual(BaseBoard): """Simple board that accepts a dictionary of form `pin_name: path`. Examples -------- >>> import fsspec >>> import os >>> fs = fsspec.filesystem("github", org = "rstudio", repo = "pins-python") >>> pin_paths = {"df_csv": "df_csv/20220214T163720Z-9bfad/"} >>> board = BoardManual("pins/tests/pins-compat", fs, pin_paths=pin_paths) >>> board.pin_list() ['df_csv'] >>> board.pin_read("df_csv") x y z 0 1 a 3 1 2 b 4 """ def __init__(self, *args, pin_paths: dict, **kwargs): super().__init__(*args, **kwargs) self.pin_paths = pin_paths @ExtendMethodDoc def pin_list(self): return list(self.pin_paths) @ExtendMethodDoc def pin_versions(self, *args, **kwargs): raise NotImplementedError("This board does not support pin_versions.") @ExtendMethodDoc def pin_meta(self, name, version=None): if version is not None: raise NotImplementedError() pin_name = self.path_to_pin(name) meta_name = self.meta_factory.get_meta_name() path_to_pin = self.construct_path([pin_name]) if self.fs.protocol == "http" and not path_to_pin.rstrip().endswith("/"): return self.meta_factory.create_raw(path_to_pin, type="file", name=pin_name) path_meta = self.construct_path([pin_name, "", meta_name]) f, local = self._open_pin_meta(path_meta) meta = self.meta_factory.read_pin_yaml(f, pin_name, VersionRaw(""), local=local) return meta @ExtendMethodDoc def pin_download(self, name, version=None, hash=None) -> Sequence[str]: meta = self.pin_meta(name, version) if isinstance(meta, MetaRaw): f = load_file(meta, self.fs, None) else: raise NotImplementedError( "TODO: pin_download currently can only read a url to a single file." ) fname = getattr(f, "name", None) if fname is None: raise PinsError("pin_download requires a cache.") return [str(Path(fname).absolute())] def construct_path(self, elements): pin_name, *others = elements pin_path = self.pin_paths[pin_name] pre_components = [] if not self.board else [self.board] if not pin_path.endswith("/"): if len(others): raise ValueError( f"pin path {pin_path} does not end in '/' so is assumed to be a" f" single file. Cannot construct a path to elements {elements}." ) return "/".join(pre_components + [pin_path]) stripped = pin_path[:-1] if len(others) == 0: return "/".join(pre_components + [pin_path]) elif len(others) == 1: version = others[0] return "/".join(pre_components + [pin_path]) elif len(others) == 2: version, meta = others return "/".join(pre_components + [stripped, meta]) raise NotImplementedError( f"Unable to construct path from these elements: {elements}" ) class BoardRsConnect(BaseBoard): html_assets_dir: Path = files("pins") / "rsconnect/html" html_template: Path = files("pins") / "rsconnect/html/index.html" @ExtendMethodDoc def pin_list(self): paged_res = self.fs.api.misc_get_applications("content_type:pin") results = paged_res.results names = [f"{cont['owner_username']}/{cont['name']}" for cont in results] return names @ExtendMethodDoc def pin_write(self, *args, access_type=None, **kwargs): """Write a pin. Extends parent method in the following ways: * Modifies content item to include any title and description changes. * Adds access_type argument to specify who can see content. Defaults to "acl". """ f_super = super().pin_write sig = inspect.signature(f_super) bind = sig.bind(*args, **kwargs) pin_name = self.path_to_pin(bind.arguments["name"]) if pin_name.split("/")[0] != self.user_name and not self.fs.exists(pin_name): raise PinsError( f"You are connected as {self.user_name}, but you are trying to create a new piece" f" of content for another user ({pin_name}). They must create the content before you" " can write to it." ) meta = f_super(*args, **kwargs) content = self.fs.info(pin_name) self.fs.api.patch_content_item( content["guid"], title=meta.title, description=meta.description or "", access_type=access_type or content["access_type"], ) return meta @ExtendMethodDoc def pin_search(self, search=None, as_df=True): from pins.rsconnect.api import RsConnectApiRequestError paged_res = self.fs.api.misc_get_applications("content_type:pin", search=search) results = paged_res.results res = [] for content in results: pin_name = f"{content['owner_username']}/{content['name']}" version = str(content["bundle_id"]) try: meta = self.pin_meta(pin_name, version) res.append(meta) except RsConnectApiRequestError as e: if e.args[0]["code"] != 19: raise e res.append(self.meta_factory.create_raw(None, type=None, name=pin_name)) if as_df: import pandas as pd extract = [] for entry in res: extract.append(self._extract_search_meta(entry)) return pd.DataFrame(extract) return res @ExtendMethodDoc def pin_version_delete(self, *args, **kwargs): from pins.rsconnect.api import RsConnectApiRequestError try: super().pin_version_delete(*args, **kwargs) except RsConnectApiRequestError as e: if e.args[0]["code"] != 75: raise e raise PinsError("RStudio Connect cannot delete the latest pin version.") @ExtendMethodDoc def pin_versions_prune(self, *args, **kwargs): sig = inspect.signature(super().pin_versions_prune) if sig.bind(*args, **kwargs).arguments.get("days") is not None: raise NotImplementedError( "RStudio Connect board cannot prune versions using days." ) super().pin_versions_prune(*args, **kwargs) def _open_pin_meta(self, path): f = self.fs.open(path) self._touch_cache(path) user_name, content_name, bundle_id = str(path).split("/")[:3] user_guid = self.fs._user_name_cache[user_name] content_guid = self.fs._content_name_cache[(user_guid, content_name)] local = { "content_id": content_guid, "version": bundle_id, "url": f"{self.fs.api.server_url}/content/{content_guid}/", } return f, local def validate_pin_name(self, name) -> None: if not get_allow_rsc_short_name() and name.count("/") != 1: raise ValueError( f"Invalid pin name: {name}" "\nRStudio Connect pin names must include user name. E.g. " "\nsome_user/mtcars, for the user some_user." ) if name.count("/") > 1 or name.lstrip().startswith("/"): raise ValueError(f"Invalid pin name: {name}") def sort_pin_versions(self, versions) -> Sequence[VersionRaw]: return sorted(versions, key=lambda v: int(v.version)) def path_to_pin(self, name: str) -> str: self.validate_pin_name(name) if "/" in name: return name return f"{self.user_name}/{name}" def construct_path(self, elements): return "/".join(elements) def path_to_deploy_version(self, name: str, version: str): return self.path_to_pin(name) @property def user_name(self): name = getattr(self, "_user_name", None) if name is not None: return name else: user = self.fs.api.get_user() self._user_name = user["username"] return self._user_name def prepare_pin_version(self, pin_dir_path, x, name: "str | None", *args, **kwargs): from .constructors import board_deparse short_name = name.split("/")[-1] meta = super().prepare_pin_version(pin_dir_path, x, short_name, *args, **kwargs) meta.name = name crnt_files = set([meta.file] if isinstance(meta.file, str) else meta.file) to_add = [str(p) for p in self.html_assets_dir.rglob("*")] overlap = set(to_add) & crnt_files if overlap: raise PinsError( f"Generating an index.html would overwrite these files: {overlap}" ) _copytree(self.html_assets_dir, pin_dir_path) all_files = [meta.file] if isinstance(meta.file, str) else meta.file pin_files = ", ".join(f"""<a href="{x}">{x}</a>""" for x in all_files) context = { "date": meta.version.created.replace(microsecond=0), "pin_name": self.path_to_pin(name), "pin_files": pin_files, "pin_metadata": meta, "board_deparse": board_deparse(self), } import pandas as pd import json if isinstance(x, pd.DataFrame): data = json.loads(x.head(100).to_json(orient="records")) columns = [ {"name": [col], "label": [col], "align": ["left"], "type": [""]} for col in x ] data_no_nulls = [ {k: v for k, v in row.items() if v is not None} for row in data ] context["data_preview"] = json.dumps( {"data": data_no_nulls, "columns": columns} ) else: context["data_preview"] = json.dumps({}) if meta.type in ["joblib"]: context["show_r_style"] = "display:none" else: context["show_r_style"] = "" from jinja2 import Environment env = Environment() template = env.from_string(self.html_template.read_text()) rendered = template.render(context) (Path(pin_dir_path) / "index.html").write_text(rendered) return meta def _copytree(src, dst, symlinks=False, ignore=None): import os for item in os.listdir(src): s = os.path.join(src, item) d = os.path.join(dst, item) if os.path.isdir(s): shutil.copytree(s, d, symlinks, ignore) else: shutil.copy2(s, d)
data/pins-0.8.4/pins/boards.py
14,994
9,047
446,894
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'MembershipIamPolicyArgs' LOAD_CONST 'MembershipIamPolicy' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object MembershipIamPolicyArgs at 0x7faa5ebe4ae0, file "f.py", line 11> LOAD_CONST 'MembershipIamPolicyArgs' MAKE_FUNCTION LOAD_CONST 'MembershipIamPolicyArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME MembershipIamPolicyArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _MembershipIamPolicyState at 0x7faa7476bf60, file "f.py", line 112> LOAD_CONST '_MembershipIamPolicyState' MAKE_FUNCTION LOAD_CONST '_MembershipIamPolicyState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _MembershipIamPolicyState LOAD_BUILD_CLASS LOAD_CONST <code object MembershipIamPolicy at 0x7faa7476b1e0, file "f.py", line 231> LOAD_CONST 'MembershipIamPolicy' MAKE_FUNCTION LOAD_CONST 'MembershipIamPolicy' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME MembershipIamPolicy LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MembershipIamPolicyArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('location', 'project') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('membership_id', 'policy_data', 'location', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ebe4810, file "f.py", line 13> LOAD_CONST 'MembershipIamPolicyArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'membershipId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object membership_id at 0x7faa5ebe40c0, file "f.py", line 50> LOAD_CONST 'MembershipIamPolicyArgs.membership_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME membership_id LOAD_NAME membership_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object membership_id at 0x7faa5ebe4420, file "f.py", line 55> LOAD_CONST 'MembershipIamPolicyArgs.membership_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME membership_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ebe45d0, file "f.py", line 59> LOAD_CONST 'MembershipIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5ebe4930, file "f.py", line 68> LOAD_CONST 'MembershipIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa5ebe41e0, file "f.py", line 72> LOAD_CONST 'MembershipIamPolicyArgs.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa5ebe4540, file "f.py", line 82> LOAD_CONST 'MembershipIamPolicyArgs.location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ebe4390, file "f.py", line 86> LOAD_CONST 'MembershipIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5ebe4a50, file "f.py", line 107> LOAD_CONST 'MembershipIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'membership_id' LOAD_FAST membership_id CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'location' LOAD_FAST location CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'membership_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'membership_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_MembershipIamPolicyState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('etag', 'location', 'membership_id', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('etag', 'location', 'membership_id', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7c2f2150, file "f.py", line 114> LOAD_CONST '_MembershipIamPolicyState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa7c2f2ae0, file "f.py", line 157> LOAD_CONST '_MembershipIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa7c2f2540, file "f.py", line 165> LOAD_CONST '_MembershipIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa7c2f21e0, file "f.py", line 169> LOAD_CONST '_MembershipIamPolicyState.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa7c2f2ed0, file "f.py", line 179> LOAD_CONST '_MembershipIamPolicyState.location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'membershipId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object membership_id at 0x7faa7c2f24b0, file "f.py", line 183> LOAD_CONST '_MembershipIamPolicyState.membership_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME membership_id LOAD_NAME membership_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object membership_id at 0x7faa7c2f2780, file "f.py", line 188> LOAD_CONST '_MembershipIamPolicyState.membership_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME membership_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa7476b8a0, file "f.py", line 192> LOAD_CONST '_MembershipIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa7476b0c0, file "f.py", line 201> LOAD_CONST '_MembershipIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7476b390, file "f.py", line 205> LOAD_CONST '_MembershipIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7476bc90, file "f.py", line 226> LOAD_CONST '_MembershipIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'location' LOAD_FAST location CALL_METHOD POP_TOP LOAD_FAST membership_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'membership_id' LOAD_FAST membership_id CALL_METHOD POP_TOP LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'membership_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'membership_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MembershipIamPolicy' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'location', 'membership_id', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7476b4b0, file "f.py", line 232> LOAD_CONST 'MembershipIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME MembershipIamPolicyArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7476bae0, file "f.py", line 361> LOAD_CONST 'MembershipIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7476bc00, file "f.py", line 468> LOAD_CONST 'MembershipIamPolicy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'location', 'membership_id', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa7476b030, file "f.py", line 477> LOAD_CONST 'MembershipIamPolicy._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'MembershipIamPolicy' LOAD_CONST ('resource_name', 'id', 'opts', 'etag', 'location', 'membership_id', 'policy_data', 'project', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa7476b150, file "f.py", line 517> LOAD_CONST 'MembershipIamPolicy.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa7476bed0, file "f.py", line 567> LOAD_CONST 'MembershipIamPolicy.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa7476b540, file "f.py", line 575> LOAD_CONST 'MembershipIamPolicy.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'membershipId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object membership_id at 0x7faa7476bb70, file "f.py", line 585> LOAD_CONST 'MembershipIamPolicy.membership_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME membership_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa7476b6f0, file "f.py", line 590> LOAD_CONST 'MembershipIamPolicy.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa7476bdb0, file "f.py", line 599> LOAD_CONST 'MembershipIamPolicy.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL MembershipIamPolicyArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL MembershipIamPolicyArgs LOAD_METHOD __new__ LOAD_GLOBAL MembershipIamPolicyArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_FAST membership_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'membership_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST membership_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'membership_id' STORE_SUBSCR LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'policy_data'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL MembershipIamPolicy LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:gkehub/membershipIamPolicy:MembershipIamPolicy' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _MembershipIamPolicyState LOAD_METHOD __new__ LOAD_GLOBAL _MembershipIamPolicyState CALL_METHOD STORE_FAST __props__ LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_FAST membership_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'membership_id' STORE_SUBSCR LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_GLOBAL MembershipIamPolicy LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'membership_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["MembershipIamPolicyArgs", "MembershipIamPolicy"] @pulumi.input_type class MembershipIamPolicyArgs: def __init__( __self__, *, membership_id: pulumi.Input[str], policy_data: pulumi.Input[str], location: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a MembershipIamPolicy resource. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] location: Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ pulumi.set(__self__, "membership_id", membership_id) pulumi.set(__self__, "policy_data", policy_data) if location is not None: pulumi.set(__self__, "location", location) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter(name="membershipId") def membership_id(self) -> pulumi.Input[str]: return pulumi.get(self, "membership_id") @membership_id.setter def membership_id(self, value: pulumi.Input[str]): pulumi.set(self, "membership_id", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Input[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: pulumi.Input[str]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def location(self) -> Optional[pulumi.Input[str]]: """ Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @location.setter def location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "location", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @pulumi.input_type class _MembershipIamPolicyState: def __init__( __self__, *, etag: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, membership_id: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering MembershipIamPolicy resources. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] location: Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ if etag is not None: pulumi.set(__self__, "etag", etag) if location is not None: pulumi.set(__self__, "location", location) if membership_id is not None: pulumi.set(__self__, "membership_id", membership_id) if policy_data is not None: pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter def location(self) -> Optional[pulumi.Input[str]]: """ Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @location.setter def location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "location", value) @property @pulumi.getter(name="membershipId") def membership_id(self) -> Optional[pulumi.Input[str]]: return pulumi.get(self, "membership_id") @membership_id.setter def membership_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "membership_id", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> Optional[pulumi.Input[str]]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) class MembershipIamPolicy(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, location: Optional[pulumi.Input[str]] = None, membership_id: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Three different resources help you manage your IAM policy for GKEHub Membership. Each of these resources serves a different use case: * `gkehub.MembershipIamPolicy`: Authoritative. Sets the IAM policy for the membership and replaces any existing policy already attached. * `gkehub.MembershipIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the membership are preserved. * `gkehub.MembershipIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the membership are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `gkehub.MembershipIamPolicy`: Retrieves the IAM policy for the membership > **Note:** `gkehub.MembershipIamPolicy` **cannot** be used in conjunction with `gkehub.MembershipIamBinding` and `gkehub.MembershipIamMember` or they will fight over what your policy should be. > **Note:** `gkehub.MembershipIamBinding` resources **can be** used in conjunction with `gkehub.MembershipIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.gkehub.MembershipIamPolicy("policy", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.gkehub.MembershipIamBinding("binding", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.gkehub.MembershipIamMember("member", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} * {{project}}/{{location}}/{{membership_id}} * {{location}}/{{membership_id}} * {{membership_id}} Any variables not passed in the import command will be taken from the provider configuration. GKEHub membership IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor "projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor "projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] location: Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ ... @overload def __init__( __self__, resource_name: str, args: MembershipIamPolicyArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Three different resources help you manage your IAM policy for GKEHub Membership. Each of these resources serves a different use case: * `gkehub.MembershipIamPolicy`: Authoritative. Sets the IAM policy for the membership and replaces any existing policy already attached. * `gkehub.MembershipIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the membership are preserved. * `gkehub.MembershipIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the membership are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `gkehub.MembershipIamPolicy`: Retrieves the IAM policy for the membership > **Note:** `gkehub.MembershipIamPolicy` **cannot** be used in conjunction with `gkehub.MembershipIamBinding` and `gkehub.MembershipIamMember` or they will fight over what your policy should be. > **Note:** `gkehub.MembershipIamBinding` resources **can be** used in conjunction with `gkehub.MembershipIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.gkehub.MembershipIamPolicy("policy", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.gkehub.MembershipIamBinding("binding", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.gkehub.MembershipIamMember("member", project=google_gke_hub_membership["membership"]["project"], location=google_gke_hub_membership["membership"]["location"], membership_id=google_gke_hub_membership["membership"]["membership_id"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} * {{project}}/{{location}}/{{membership_id}} * {{location}}/{{membership_id}} * {{membership_id}} Any variables not passed in the import command will be taken from the provider configuration. GKEHub membership IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor "projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor "projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:gkehub/membershipIamPolicy:MembershipIamPolicy editor projects/{{project}}/locations/{{location}}/memberships/{{membership_id}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param MembershipIamPolicyArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( MembershipIamPolicyArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, location: Optional[pulumi.Input[str]] = None, membership_id: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = MembershipIamPolicyArgs.__new__(MembershipIamPolicyArgs) __props__.__dict__["location"] = location if membership_id is None and not opts.urn: raise TypeError("Missing required property 'membership_id'") __props__.__dict__["membership_id"] = membership_id if policy_data is None and not opts.urn: raise TypeError("Missing required property 'policy_data'") __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project __props__.__dict__["etag"] = None super(MembershipIamPolicy, __self__).__init__( "gcp:gkehub/membershipIamPolicy:MembershipIamPolicy", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, etag: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, membership_id: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, ) -> "MembershipIamPolicy": """ Get an existing MembershipIamPolicy resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] location: Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _MembershipIamPolicyState.__new__(_MembershipIamPolicyState) __props__.__dict__["etag"] = etag __props__.__dict__["location"] = location __props__.__dict__["membership_id"] = membership_id __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project return MembershipIamPolicy(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter def location(self) -> pulumi.Output[str]: """ Location of the membership. The default value is `global`. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @property @pulumi.getter(name="membershipId") def membership_id(self) -> pulumi.Output[str]: return pulumi.get(self, "membership_id") @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Output[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project")
data/pulumi_gcp-7.9.0/pulumi_gcp/gkehub/membership_iam_policy.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 1 LOAD_CONST ('InfoExtractor',) IMPORT_NAME common IMPORT_FROM InfoExtractor STORE_NAME InfoExtractor POP_TOP LOAD_CONST 2 LOAD_CONST ('clean_html', 'determine_ext', 'dict_get', 'ExtractorError', 'int_or_none', 'js_to_json', 'str_or_none', 'strip_or_none', 'traverse_obj', 'try_get', 'url_or_none') IMPORT_NAME utils IMPORT_FROM clean_html STORE_NAME clean_html IMPORT_FROM determine_ext STORE_NAME determine_ext IMPORT_FROM dict_get STORE_NAME dict_get IMPORT_FROM ExtractorError STORE_NAME ExtractorError IMPORT_FROM int_or_none STORE_NAME int_or_none IMPORT_FROM js_to_json STORE_NAME js_to_json IMPORT_FROM str_or_none STORE_NAME str_or_none IMPORT_FROM strip_or_none STORE_NAME strip_or_none IMPORT_FROM traverse_obj STORE_NAME traverse_obj IMPORT_FROM try_get STORE_NAME try_get IMPORT_FROM url_or_none STORE_NAME url_or_none POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TVPIE at 0x7fab7014f8a0, file "f.py", line 21> LOAD_CONST 'TVPIE' MAKE_FUNCTION LOAD_CONST 'TVPIE' LOAD_NAME InfoExtractor CALL_FUNCTION STORE_NAME TVPIE LOAD_BUILD_CLASS LOAD_CONST <code object TVPStreamIE at 0x7fab7014fae0, file "f.py", line 292> LOAD_CONST 'TVPStreamIE' MAKE_FUNCTION LOAD_CONST 'TVPStreamIE' LOAD_NAME InfoExtractor CALL_FUNCTION STORE_NAME TVPStreamIE LOAD_BUILD_CLASS LOAD_CONST <code object TVPEmbedIE at 0x7fab82049ed0, file "f.py", line 354> LOAD_CONST 'TVPEmbedIE' MAKE_FUNCTION LOAD_CONST 'TVPEmbedIE' LOAD_NAME InfoExtractor CALL_FUNCTION STORE_NAME TVPEmbedIE LOAD_BUILD_CLASS LOAD_CONST <code object TVPVODBaseIE at 0x7fab820495d0, file "f.py", line 561> LOAD_CONST 'TVPVODBaseIE' MAKE_FUNCTION LOAD_CONST 'TVPVODBaseIE' LOAD_NAME InfoExtractor CALL_FUNCTION STORE_NAME TVPVODBaseIE LOAD_BUILD_CLASS LOAD_CONST <code object TVPVODVideoIE at 0x7fab823ac8a0, file "f.py", line 604> LOAD_CONST 'TVPVODVideoIE' MAKE_FUNCTION LOAD_CONST 'TVPVODVideoIE' LOAD_NAME TVPVODBaseIE CALL_FUNCTION STORE_NAME TVPVODVideoIE LOAD_BUILD_CLASS LOAD_CONST <code object TVPVODSeriesIE at 0x7fab823aca50, file "f.py", line 691> LOAD_CONST 'TVPVODSeriesIE' MAKE_FUNCTION LOAD_CONST 'TVPVODSeriesIE' LOAD_NAME TVPVODBaseIE CALL_FUNCTION STORE_NAME TVPVODSeriesIE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPIE' STORE_NAME __qualname__ LOAD_CONST 'tvp' STORE_NAME IE_NAME LOAD_CONST 'Telewizja Polska' STORE_NAME IE_DESC LOAD_CONST 'https?://(?:[^/]+\\.)?(?:tvp(?:parlament)?\\.(?:pl|info)|tvpworld\\.com|swipeto\\.pl)/(?:(?!\\d+/)[^/]+/)*(?P<id>\\d+)' STORE_NAME _VALID_URL LOAD_CONST 'https://swipeto.pl/64095316/uliczny-foxtrot-wypozyczalnia-kaset-kto-pamieta-dvdvideo' LOAD_CONST '64095316' LOAD_CONST 'mp4' LOAD_CONST 'Uliczny Foxtrot — Wypożyczalnia kaset. Kto pamięta DVD-Video?' LOAD_CONST 0 LOAD_CONST 374 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'age_limit', 'duration', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST 'Failed to download ISM manifest: HTTP Error 404: Not Found' LOAD_CONST 'Failed to download m3u8 information: HTTP Error 404: Not Found' BUILD_LIST LOAD_CONST ('url', 'info_dict', 'expected_warnings') BUILD_CONST_KEY_MAP LOAD_CONST 'https://www.tvp.pl/polska-press-video-uploader/wideo/62042351' LOAD_CONST '62042351' LOAD_CONST 'mp4' LOAD_CONST 'Wideo' LOAD_CONST 'Wideo Kamera' LOAD_CONST 24 LOAD_CONST 0 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'description', 'duration', 'age_limit', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST ('url', 'info_dict') BUILD_CONST_KEY_MAP LOAD_CONST 'https://wiadomosci.tvp.pl/50725617/dzieci-na-sprzedaz-dla-homoseksualistow' LOAD_CONST '50725617' LOAD_CONST 'mp4' LOAD_CONST 'Dzieci na sprzedaż dla homoseksualistów' LOAD_CONST 'md5:7d318eef04e55ddd9f87a8488ac7d590' LOAD_CONST 12 LOAD_CONST 259 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'description', 'age_limit', 'duration', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST ('url', 'info_dict') BUILD_CONST_KEY_MAP LOAD_CONST 'https://warszawa.tvp.pl/25804446/studio-yayo' LOAD_CONST '25804446' LOAD_CONST 'mp4' LOAD_CONST 'Studio Yayo' LOAD_CONST '20160616' LOAD_CONST 1466075700 LOAD_CONST 0 LOAD_CONST 20 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'upload_date', 'timestamp', 'age_limit', 'duration', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST 'Geo-blocked outside PL' LOAD_CONST ('url', 'info_dict', 'skip') BUILD_CONST_KEY_MAP LOAD_CONST 'https://www.tvp.info/52880236/09042021-0800' LOAD_CONST '52880236' LOAD_CONST 'mp4' LOAD_CONST '09.04.2021, 08:00' LOAD_CONST 0 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'age_limit', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST 'Geo-blocked outside PL' LOAD_CONST ('url', 'info_dict', 'skip') BUILD_CONST_KEY_MAP LOAD_CONST 'https://opole.tvp.pl/9660819/rozmowa-dnia' LOAD_CONST '9660819' LOAD_CONST 'Od poniedziałku do piątku o 18:55' LOAD_CONST 'Rozmowa dnia' LOAD_CONST ('id', 'description', 'title') BUILD_CONST_KEY_MAP LOAD_CONST 1800 LOAD_CONST 'skip_download' LOAD_CONST True BUILD_MAP LOAD_CONST ('url', 'info_dict', 'playlist_mincount', 'params') BUILD_CONST_KEY_MAP LOAD_CONST 'https://abc.tvp.pl/48636269/zubry-odc-124' LOAD_CONST '48320456' LOAD_CONST 'mp4' LOAD_CONST 'Teleranek, Żubr' LOAD_CONST ('id', 'ext', 'title') BUILD_CONST_KEY_MAP LOAD_CONST 'unavailable' LOAD_CONST ('url', 'info_dict', 'skip') BUILD_CONST_KEY_MAP LOAD_CONST 'https://jp2.tvp.pl/46925618/filmy' LOAD_CONST '46925618' LOAD_CONST 'Filmy' LOAD_CONST ('id', 'title') BUILD_CONST_KEY_MAP LOAD_CONST 19 LOAD_CONST ('url', 'info_dict', 'playlist_mincount') BUILD_CONST_KEY_MAP LOAD_CONST 'http://vod.tvp.pl/seriale/obyczajowe/na-sygnale/sezon-2-27-/odc-39/17834272' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'http://wiadomosci.tvp.pl/25169746/24052016-1200' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'http://krakow.tvp.pl/25511623/25lecie-mck-wyjatkowe-miejsce-na-mapie-krakowa' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'http://teleexpress.tvp.pl/25522307/wierni-wzieli-udzial-w-procesjach' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'http://sport.tvp.pl/25522165/krychowiak-uspokaja-w-sprawie-kontuzji-dwa-tygodnie-to-maksimum' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'http://www.tvp.info/25511919/trwa-rewolucja-wladza-zdecydowala-sie-na-pogwalcenie-konstytucji' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://tvp.info/49193823/teczowe-flagi-na-pomnikach-prokuratura-wszczela-postepowanie-wieszwiecej' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://www.tvpparlament.pl/retransmisje-vod/inne/wizyta-premiera-mateusza-morawieckiego-w-firmie-berotu-sp-z-oo/48857277' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://tvpworld.com/48583640/tescos-polish-business-bought-by-danish-chain-netto' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME _TESTS LOAD_CONST <code object _parse_vue_website_data at 0x7fab80234930, file "f.py", line 158> LOAD_CONST 'TVPIE._parse_vue_website_data' MAKE_FUNCTION STORE_NAME _parse_vue_website_data LOAD_CONST (None,) LOAD_CONST <code object _extract_vue_video at 0x7fab80234ed0, file "f.py", line 170> LOAD_CONST 'TVPIE._extract_vue_video' MAKE_FUNCTION STORE_NAME _extract_vue_video LOAD_CONST <code object _handle_vuejs_page at 0x7fab80234270, file "f.py", line 203> LOAD_CONST 'TVPIE._handle_vuejs_page' MAKE_FUNCTION STORE_NAME _handle_vuejs_page LOAD_CONST <code object _vuejs_entries at 0x7fab7014f1e0, file "f.py", line 227> LOAD_CONST 'TVPIE._vuejs_entries' MAKE_FUNCTION STORE_NAME _vuejs_entries LOAD_CONST <code object _real_extract at 0x7fab7014f660, file "f.py", line 255> LOAD_CONST 'TVPIE._real_extract' MAKE_FUNCTION STORE_NAME _real_extract LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _search_regex LOAD_CONST 'window\\.__(?:website|directory)Data\\s*=\\s*({(?:.|\\s)+?});' BUILD_LIST LOAD_FAST webpage LOAD_CONST 'website data' CALL_METHOD STORE_FAST website_data LOAD_FAST website_data POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _parse_json LOAD_FAST website_data LOAD_FAST page_id LOAD_GLOBAL js_to_json LOAD_CONST ('transform_source',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST video_data LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _parse_json LOAD_FAST video_data LOAD_FAST page_id LOAD_GLOBAL js_to_json LOAD_CONST ('transform_source',) CALL_FUNCTION STORE_FAST video_data BUILD_LIST STORE_FAST thumbnails LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'image' CALL_METHOD STORE_FAST image LOAD_FAST image POP_JUMP_IF_FALSE SETUP_LOOP to 106 LOAD_GLOBAL isinstance LOAD_FAST image LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST image JUMP_FORWARD to 64 LOAD_FAST image BUILD_LIST GET_ITER FOR_ITER to 104 STORE_FAST thumb LOAD_GLOBAL str_or_none LOAD_FAST thumb LOAD_METHOD get LOAD_CONST 'url' CALL_METHOD CALL_FUNCTION STORE_FAST thmb_url LOAD_FAST thmb_url POP_JUMP_IF_FALSE LOAD_FAST thumbnails LOAD_METHOD append LOAD_CONST 'url' LOAD_FAST thmb_url BUILD_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'type' CALL_METHOD LOAD_CONST 'website' COMPARE_OP == STORE_FAST is_website LOAD_FAST is_website POP_JUMP_IF_FALSE LOAD_FAST video_data LOAD_CONST 'url' BINARY_SUBSCR STORE_FAST url JUMP_FORWARD to 156 LOAD_CONST 'tvp:' LOAD_GLOBAL str_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST '_id' CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST page_id CALL_FUNCTION BINARY_ADD STORE_FAST url LOAD_CONST 'url_transparent' LOAD_GLOBAL str_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST '_id' CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_FAST page_id CALL_FUNCTION LOAD_FAST url LOAD_FAST is_website POP_JUMP_IF_FALSE LOAD_GLOBAL TVPIE JUMP_FORWARD to 186 LOAD_GLOBAL TVPEmbedIE LOAD_METHOD ie_key CALL_METHOD LOAD_GLOBAL str_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD CALL_FUNCTION LOAD_GLOBAL str_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'lead' CALL_METHOD CALL_FUNCTION LOAD_GLOBAL int_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'release_date_long' CALL_METHOD CALL_FUNCTION LOAD_GLOBAL int_or_none LOAD_FAST video_data LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD CALL_FUNCTION LOAD_FAST thumbnails LOAD_CONST ('_type', 'id', 'url', 'ie_key', 'title', 'description', 'timestamp', 'duration', 'thumbnails') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST self LOAD_ATTR _search_regex LOAD_CONST 'window\\.__(?:news|video)Data\\s*=\\s*({(?:.|\\s)+?})\\s*;' BUILD_LIST LOAD_FAST webpage LOAD_CONST 'video data' LOAD_CONST None LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST video_data LOAD_FAST video_data POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _extract_vue_video LOAD_FAST video_data LOAD_FAST page_id LOAD_CONST ('page_id',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _parse_vue_website_data LOAD_FAST webpage LOAD_FAST page_id CALL_METHOD STORE_FAST website_data LOAD_FAST website_data POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _vuejs_entries LOAD_FAST url LOAD_FAST website_data LOAD_FAST page_id CALL_METHOD STORE_FAST entries LOAD_CONST 'playlist' LOAD_FAST page_id LOAD_GLOBAL str_or_none LOAD_FAST website_data LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD CALL_FUNCTION LOAD_GLOBAL str_or_none LOAD_FAST website_data LOAD_METHOD get LOAD_CONST 'lead' CALL_METHOD CALL_FUNCTION LOAD_FAST entries LOAD_CONST ('_type', 'id', 'title', 'description', 'entries') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL ExtractorError LOAD_CONST 'Could not extract video/website data' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object extract_videos at 0x7fab7014fc00, file "f.py", line 228> LOAD_CONST 'TVPIE._vuejs_entries.<locals>.extract_videos' MAKE_FUNCTION STORE_FAST extract_videos LOAD_FAST extract_videos LOAD_FAST website_data CALL_FUNCTION GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST website_data LOAD_METHOD get LOAD_CONST 'items_total_count' CALL_METHOD LOAD_FAST website_data LOAD_METHOD get LOAD_CONST 'items_per_page' CALL_METHOD COMPARE_OP > POP_JUMP_IF_FALSE SETUP_LOOP to 136 LOAD_GLOBAL itertools LOAD_METHOD count LOAD_CONST 2 CALL_METHOD GET_ITER FOR_ITER to 134 STORE_FAST page LOAD_DEREF self LOAD_METHOD _parse_vue_website_data LOAD_DEREF self LOAD_ATTR _download_webpage LOAD_FAST url LOAD_FAST page_id LOAD_CONST 'Downloading page #%d' LOAD_FAST page BINARY_MODULO LOAD_CONST 'page' LOAD_FAST page BUILD_MAP LOAD_CONST ('note', 'query') CALL_FUNCTION LOAD_FAST page_id CALL_METHOD STORE_FAST page_website_data LOAD_FAST page_website_data LOAD_METHOD get LOAD_CONST 'videos' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST page_website_data LOAD_METHOD get LOAD_CONST 'items' CALL_METHOD POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST extract_videos LOAD_FAST page_website_data CALL_FUNCTION GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST wd LOAD_METHOD get LOAD_CONST 'latestVideo' CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _extract_vue_video LOAD_FAST wd LOAD_CONST 'latestVideo' BINARY_SUBSCR CALL_METHOD YIELD_VALUE POP_TOP SETUP_LOOP to 62 LOAD_FAST wd LOAD_METHOD get LOAD_CONST 'videos' CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_LIST GET_ITER FOR_ITER to 60 STORE_FAST video LOAD_DEREF self LOAD_METHOD _extract_vue_video LOAD_FAST video CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 98 LOAD_FAST wd LOAD_METHOD get LOAD_CONST 'items' CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_LIST GET_ITER FOR_ITER to 96 STORE_FAST video LOAD_DEREF self LOAD_METHOD _extract_vue_video LOAD_FAST video CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _match_id LOAD_FAST url CALL_METHOD STORE_FAST page_id LOAD_FAST self LOAD_METHOD _download_webpage_handle LOAD_FAST url LOAD_FAST page_id CALL_METHOD UNPACK_SEQUENCE STORE_FAST webpage STORE_FAST urlh SETUP_LOOP to 78 LOAD_GLOBAL TVPVODSeriesIE LOAD_GLOBAL TVPVODVideoIE BUILD_TUPLE GET_ITER FOR_ITER to 76 STORE_FAST ie_cls LOAD_FAST ie_cls LOAD_METHOD suitable LOAD_FAST urlh LOAD_ATTR url CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR url_result LOAD_FAST urlh LOAD_ATTR url LOAD_FAST ie_cls LOAD_METHOD ie_key CALL_METHOD LOAD_FAST page_id LOAD_CONST ('ie', 'video_id') CALL_FUNCTION RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'window\\.__(?:video|news|website|directory)Data\\s*=' LOAD_FAST webpage CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _handle_vuejs_page LOAD_FAST url LOAD_FAST webpage LOAD_FAST page_id CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _search_regex LOAD_CONST '<iframe[^>]+src="[^"]*?embed\\.php\\?(?:[^&]+&)*ID=(\\d+)' LOAD_CONST '<iframe[^>]+src="[^"]*?object_id=(\\d+)' LOAD_CONST "object_id\\s*:\\s*'(\\d+)'" LOAD_CONST 'data-video-id="(\\d+)"' LOAD_CONST '<script>\\s*tvpabc\\.video\\.init\\(\\s*\\d+,\\s*(\\d+)\\s*\\)\\s*</script>' BUILD_LIST LOAD_FAST webpage LOAD_CONST 'video id' LOAD_FAST page_id LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST video_id LOAD_CONST 'url_transparent' LOAD_CONST 'tvp:' LOAD_FAST video_id BINARY_ADD LOAD_FAST self LOAD_ATTR _og_search_description LOAD_FAST webpage LOAD_CONST None LOAD_CONST ('default',) CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_CONST '//s.tvp.pl/files/portal/v' LOAD_FAST webpage COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _html_search_meta LOAD_CONST 'description' LOAD_FAST webpage LOAD_CONST None LOAD_CONST ('default',) CALL_FUNCTION JUMP_FORWARD to 180 LOAD_CONST None LOAD_FAST self LOAD_ATTR _og_search_thumbnail LOAD_FAST webpage LOAD_CONST None LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 'TVPEmbed' LOAD_CONST ('_type', 'url', 'description', 'thumbnail', 'ie_key') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPStreamIE' STORE_NAME __qualname__ LOAD_CONST 'tvp:stream' STORE_NAME IE_NAME LOAD_CONST '(?:tvpstream:|https?://(?:tvpstream\\.vod|stream)\\.tvp\\.pl/(?:\\?(?:[^&]+[&;])*channel_id=)?)(?P<id>\\d*)' STORE_NAME _VALID_URL LOAD_CONST 'https://stream.tvp.pl/?channel_id=56969941' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://tvpstream.vod.tvp.pl/?channel_id=1455' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'tvpstream:39821455' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'tvpstream:' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://tvpstream.vod.tvp.pl/' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME _TESTS LOAD_CONST <code object _real_extract at 0x7fab7014fb70, file "f.py", line 318> LOAD_CONST 'TVPStreamIE._real_extract' MAKE_FUNCTION STORE_NAME _real_extract LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _match_id LOAD_FAST url CALL_METHOD STORE_DEREF channel_id LOAD_FAST self LOAD_METHOD _proto_relative_url LOAD_CONST '//stream.tvp.pl/?channel_id=%s' LOAD_DEREF channel_id BINARY_MODULO JUMP_IF_TRUE_OR_POP LOAD_CONST 'default' CALL_METHOD STORE_FAST channel_url LOAD_FAST self LOAD_METHOD _download_webpage LOAD_FAST channel_url LOAD_DEREF channel_id JUMP_IF_TRUE_OR_POP LOAD_CONST 'default' LOAD_CONST 'Downloading channel webpage' CALL_METHOD STORE_FAST webpage LOAD_FAST self LOAD_ATTR _search_json LOAD_CONST 'window\\.__channels\\s*=' LOAD_FAST webpage LOAD_CONST 'channel list' LOAD_DEREF channel_id LOAD_CONST '\\[\\s*{(?s:.+)}\\s*]' LOAD_CONST ('contains_pattern',) CALL_FUNCTION STORE_FAST channels LOAD_DEREF channel_id POP_JUMP_IF_FALSE LOAD_GLOBAL traverse_obj LOAD_FAST channels LOAD_CLOSURE channel_id BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab7014f300, file "f.py", line 335> LOAD_CONST 'TVPStreamIE._real_extract.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST False LOAD_CONST ('get_all',) CALL_FUNCTION JUMP_FORWARD to 98 LOAD_FAST channels LOAD_CONST 0 BINARY_SUBSCR STORE_FAST channel LOAD_GLOBAL traverse_obj LOAD_FAST channel LOAD_CONST 'items' LOAD_CONST <code object <lambda> at 0x7fab7014f390, file "f.py", line 341> LOAD_CONST 'TVPStreamIE._real_extract.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_CONST False LOAD_CONST ('get_all',) CALL_FUNCTION STORE_FAST audition LOAD_CONST 'url_transparent' LOAD_DEREF channel_id JUMP_IF_TRUE_OR_POP LOAD_FAST channel LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'tvp:%s' LOAD_FAST audition LOAD_CONST 'video_id' BINARY_SUBSCR BINARY_MODULO LOAD_FAST audition LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD LOAD_FAST channel LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD LOAD_CONST True LOAD_CONST 'TVPEmbed' LOAD_CONST ('_type', 'id', 'url', 'title', 'alt_title', 'is_live', 'ie_key') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_DEREF channel_id LOAD_GLOBAL str LOAD_FAST v LOAD_CONST 'id' BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == RETURN_VALUE LOAD_FAST v LOAD_CONST 'is_live' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPEmbedIE' STORE_NAME __qualname__ LOAD_CONST 'tvp:embed' STORE_NAME IE_NAME LOAD_CONST 'Telewizja Polska' STORE_NAME IE_DESC LOAD_CONST False STORE_NAME _GEO_BYPASS LOAD_CONST '(?x)\n (?:\n tvp:\n |https?://\n (?:[^/]+\\.)?\n (?:tvp(?:parlament)?\\.pl|tvp\\.info|tvpworld\\.com|swipeto\\.pl)/\n (?:sess/\n (?:tvplayer\\.php\\?.*?object_id\n |TVPlayer2/(?:embed|api)\\.php\\?.*[Ii][Dd])\n |shared/details\\.php\\?.*?object_id)\n =)\n (?P<id>\\d+)\n ' STORE_NAME _VALID_URL LOAD_CONST '(?x)<iframe[^>]+?src=(["\\\'])(?P<url>' LOAD_NAME _VALID_URL LOAD_CONST 4 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR FORMAT_VALUE LOAD_CONST ')' BUILD_STRING BUILD_LIST STORE_NAME _EMBED_REGEX LOAD_CONST 'tvp:194536' LOAD_CONST '194536' LOAD_CONST 'mp4' LOAD_CONST 'Czas honoru, odc. 13 – Władek' LOAD_CONST 'md5:76649d2014f65c99477be17f23a4dead' LOAD_CONST 12 LOAD_CONST 2652 LOAD_CONST 'Czas honoru' LOAD_CONST 'Episode 13' LOAD_CONST 13 LOAD_CONST 'sezon 1' LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'description', 'age_limit', 'duration', 'series', 'episode', 'episode_number', 'season', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST ('url', 'info_dict') BUILD_CONST_KEY_MAP LOAD_CONST 'https://www.tvp.pl/sess/tvplayer.php?object_id=51247504&amp;autoplay=false' LOAD_CONST '51247504' LOAD_CONST 'mp4' LOAD_CONST 'Razmova 091220' LOAD_CONST 876 LOAD_CONST 0 LOAD_CONST 're:https://.+' LOAD_CONST ('id', 'ext', 'title', 'duration', 'age_limit', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST ('url', 'info_dict') BUILD_CONST_KEY_MAP LOAD_CONST 'https://tvp.info/sess/TVPlayer2/embed.php?ID=50595757' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://wiadomosci.tvp.pl/sess/TVPlayer2/api.php?id=51233452' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://www.tvp.pl/shared/details.php?copy_id=52205981&object_id=52204505&autoplay=false&is_muted=false&allowfullscreen=true&template=external-embed/video/iframe-video.html' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME _TESTS LOAD_CONST <code object _real_extract at 0x7fab82049300, file "f.py", line 415> LOAD_CONST 'TVPEmbedIE._real_extract' MAKE_FUNCTION STORE_NAME _real_extract LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _match_id LOAD_FAST url CALL_METHOD STORE_FAST video_id LOAD_GLOBAL random LOAD_METHOD choice LOAD_CONST ('jebac_pis', 'jebacpis', 'ziobro', 'sasin70', 'sasin_przejebal_70_milionow_PLN', 'tvp_is_a_state_propaganda_service') CALL_METHOD STORE_FAST callback LOAD_FAST self LOAD_METHOD _download_webpage LOAD_CONST 'https://www.tvp.pl/sess/TVPlayer2/api.php?id=%s&@method=getTvpConfig&@callback=%s' LOAD_FAST video_id LOAD_FAST callback BUILD_TUPLE BINARY_MODULO LOAD_FAST video_id CALL_METHOD STORE_FAST webpage LOAD_FAST webpage LOAD_CONST 15 LOAD_GLOBAL len LOAD_FAST callback CALL_FUNCTION BINARY_ADD LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR STORE_FAST datastr LOAD_FAST datastr LOAD_METHOD startswith LOAD_CONST 'null,' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _parse_json LOAD_FAST datastr LOAD_CONST 5 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST video_id LOAD_CONST False LOAD_CONST ('fatal',) CALL_FUNCTION STORE_FAST error LOAD_GLOBAL traverse_obj LOAD_FAST error LOAD_CONST (0, 'desc') CALL_FUNCTION STORE_FAST error_desc LOAD_FAST error_desc LOAD_CONST 'Obiekt wymaga płatności' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ExtractorError LOAD_CONST 'Video requires payment and log-in, but log-in is not implemented' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ExtractorError LOAD_FAST error_desc JUMP_IF_TRUE_OR_POP LOAD_CONST 'unexpected JSON error' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _parse_json LOAD_FAST datastr LOAD_FAST video_id CALL_METHOD LOAD_CONST 'content' BINARY_SUBSCR STORE_FAST content LOAD_FAST content LOAD_CONST 'info' BINARY_SUBSCR STORE_FAST info LOAD_GLOBAL try_get LOAD_FAST info LOAD_CONST <code object <lambda> at 0x7fab7014fc90, file "f.py", line 452> LOAD_CONST 'TVPEmbedIE._real_extract.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL bool CALL_FUNCTION STORE_FAST is_live LOAD_FAST info LOAD_METHOD get LOAD_CONST 'isGeoBlocked' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR raise_geo_restricted LOAD_CONST 'PL' BUILD_LIST LOAD_CONST ('countries',) CALL_FUNCTION POP_TOP BUILD_LIST STORE_FAST formats EXTENDED_ARG SETUP_LOOP to 490 LOAD_FAST content LOAD_CONST 'files' BINARY_SUBSCR GET_ITER EXTENDED_ARG FOR_ITER to 488 STORE_FAST file LOAD_GLOBAL url_or_none LOAD_FAST file LOAD_METHOD get LOAD_CONST 'url' CALL_METHOD CALL_FUNCTION STORE_FAST video_url LOAD_FAST video_url POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_GLOBAL determine_ext LOAD_FAST video_url LOAD_CONST None CALL_FUNCTION STORE_FAST ext LOAD_FAST ext LOAD_CONST 'm3u8' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST formats LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_m3u8_formats LOAD_FAST video_url LOAD_FAST video_id LOAD_CONST 'hls' LOAD_CONST False LOAD_FAST is_live LOAD_CONST ('m3u8_id', 'fatal', 'live') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST ext LOAD_CONST 'mpd' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST is_live EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST formats LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_mpd_formats LOAD_FAST video_url LOAD_FAST video_id LOAD_CONST 'dash' LOAD_CONST False LOAD_CONST ('mpd_id', 'fatal') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST ext LOAD_CONST 'f4m' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST formats LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_f4m_formats LOAD_FAST video_url LOAD_FAST video_id LOAD_CONST 'hds' LOAD_CONST False LOAD_CONST ('f4m_id', 'fatal') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST video_url LOAD_METHOD endswith LOAD_CONST '.ism/manifest' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST formats LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_ism_formats LOAD_FAST video_url LOAD_FAST video_id LOAD_CONST 'mss' LOAD_CONST False LOAD_CONST ('ism_id', 'fatal') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST formats LOAD_METHOD append LOAD_CONST 'direct' LOAD_FAST video_url LOAD_FAST ext EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST file LOAD_METHOD get LOAD_CONST 'type' CALL_METHOD LOAD_GLOBAL int_or_none LOAD_GLOBAL traverse_obj LOAD_FAST file LOAD_CONST ('quality', 'fps') CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL int_or_none LOAD_GLOBAL traverse_obj LOAD_FAST file LOAD_CONST ('quality', 'bitrate') CALL_FUNCTION LOAD_CONST 1000 LOAD_CONST ('scale',) CALL_FUNCTION LOAD_GLOBAL int_or_none LOAD_GLOBAL traverse_obj LOAD_FAST file LOAD_CONST ('quality', 'width') CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL int_or_none LOAD_GLOBAL traverse_obj LOAD_FAST file LOAD_CONST ('quality', 'height') CALL_FUNCTION CALL_FUNCTION LOAD_CONST ('format_id', 'url', 'ext', 'fps', 'tbr', 'width', 'height') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL dict_get LOAD_FAST info LOAD_CONST ('subtitle', 'title', 'seoTitle') CALL_FUNCTION STORE_FAST title LOAD_GLOBAL dict_get LOAD_FAST info LOAD_CONST ('description', 'seoDescription') CALL_FUNCTION STORE_FAST description BUILD_LIST STORE_FAST thumbnails SETUP_LOOP to 618 LOAD_FAST content LOAD_METHOD get LOAD_CONST 'posters' CALL_METHOD EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST () GET_ITER FOR_ITER to 616 STORE_FAST thumb LOAD_FAST thumb LOAD_METHOD get LOAD_CONST 'src' CALL_METHOD STORE_FAST thumb_url LOAD_FAST thumb_url EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '{width}' LOAD_FAST thumb_url COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST '{height}' LOAD_FAST thumb_url COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST thumbnails LOAD_METHOD append LOAD_FAST thumb LOAD_METHOD get LOAD_CONST 'src' CALL_METHOD LOAD_FAST thumb LOAD_METHOD get LOAD_CONST 'width' CALL_METHOD LOAD_FAST thumb LOAD_METHOD get LOAD_CONST 'height' CALL_METHOD LOAD_CONST ('url', 'width', 'height') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL try_get LOAD_FAST info LOAD_CONST <code object <lambda> at 0x7fab82049a50, file "f.py", line 520> LOAD_CONST 'TVPEmbedIE._real_extract.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL int CALL_FUNCTION STORE_FAST age_limit LOAD_FAST age_limit LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST age_limit LOAD_FAST is_live EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL try_get LOAD_FAST info LOAD_CONST <code object <lambda> at 0x7fab82049b70, file "f.py", line 523> LOAD_CONST 'TVPEmbedIE._real_extract.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL int CALL_FUNCTION JUMP_FORWARD to 672 LOAD_CONST None STORE_FAST duration BUILD_MAP STORE_FAST subtitles SETUP_LOOP to 760 LOAD_FAST content LOAD_METHOD get LOAD_CONST 'subtitles' CALL_METHOD EXTENDED_ARG JUMP_IF_TRUE_OR_POP BUILD_LIST GET_ITER FOR_ITER to 758 STORE_FAST sub LOAD_FAST sub LOAD_METHOD get LOAD_CONST 'url' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST subtitles LOAD_METHOD setdefault LOAD_FAST sub LOAD_CONST 'lang' BINARY_SUBSCR BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST sub LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST sub LOAD_METHOD get LOAD_CONST 'type' CALL_METHOD LOAD_CONST ('url', 'ext') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST video_id LOAD_FAST title LOAD_FAST description LOAD_FAST thumbnails LOAD_FAST age_limit LOAD_FAST is_live LOAD_FAST duration LOAD_FAST formats LOAD_FAST subtitles LOAD_CONST ('id', 'title', 'description', 'thumbnails', 'age_limit', 'is_live', 'duration', 'formats', 'subtitles') BUILD_CONST_KEY_MAP STORE_FAST info_dict LOAD_FAST info LOAD_METHOD get LOAD_CONST 'vortalName' CALL_METHOD LOAD_CONST 'vod' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST info_dict LOAD_METHOD update LOAD_CONST '%s, %s' LOAD_FAST info LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD LOAD_FAST info LOAD_METHOD get LOAD_CONST 'subtitle' CALL_METHOD BUILD_TUPLE BINARY_MODULO LOAD_FAST info LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD LOAD_FAST info LOAD_METHOD get LOAD_CONST 'season' CALL_METHOD LOAD_FAST info LOAD_METHOD get LOAD_CONST 'episode' CALL_METHOD LOAD_CONST ('title', 'series', 'season', 'episode_number') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_FAST info_dict RETURN_VALUE LOAD_FAST x LOAD_CONST 'isLive' BINARY_SUBSCR RETURN_VALUE LOAD_FAST x LOAD_CONST 'ageGroup' BINARY_SUBSCR LOAD_CONST 'minAge' BINARY_SUBSCR RETURN_VALUE LOAD_FAST x LOAD_CONST 'duration' BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPVODBaseIE' STORE_NAME __qualname__ LOAD_CONST 'https://vod.tvp.pl/api/products' STORE_NAME _API_BASE_URL BUILD_MAP BUILD_TUPLE LOAD_CONST <code object _call_api at 0x7fab82049540, file "f.py", line 564> LOAD_CONST 'TVPVODBaseIE._call_api' MAKE_FUNCTION STORE_NAME _call_api LOAD_CONST (True,) LOAD_CONST <code object _parse_video at 0x7fab82049db0, file "f.py", line 579> LOAD_CONST 'TVPVODBaseIE._parse_video' MAKE_FUNCTION STORE_NAME _parse_video LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <lambda> at 0x7fab82049ae0, file "f.py", line 565> LOAD_CONST 'TVPVODBaseIE._call_api.<locals>.<lambda>' MAKE_FUNCTION STORE_DEREF is_valid LOAD_FAST self LOAD_ATTR _download_json_handle LOAD_FAST self LOAD_ATTR _API_BASE_URL FORMAT_VALUE LOAD_CONST '/' LOAD_FAST resource FORMAT_VALUE BUILD_STRING LOAD_FAST video_id BUILD_TUPLE LOAD_CONST 'pl' LOAD_CONST 'BROWSER' LOAD_CONST ('lang', 'platform') BUILD_CONST_KEY_MAP LOAD_FAST query BUILD_MAP LOAD_CLOSURE is_valid BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82049c00, file "f.py", line 570> LOAD_CONST 'TVPVODBaseIE._call_api.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('query', 'expected_status') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST document STORE_FAST urlh LOAD_DEREF is_valid LOAD_FAST urlh LOAD_ATTR status CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST document RETURN_VALUE LOAD_GLOBAL ExtractorError LOAD_CONST 'Woronicza said: ' LOAD_FAST document LOAD_METHOD get LOAD_CONST 'code' CALL_METHOD FORMAT_VALUE LOAD_CONST ' (HTTP ' LOAD_FAST urlh LOAD_ATTR status FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 200 LOAD_FAST x DUP_TOP ROT_THREE COMPARE_OP <= JUMP_IF_FALSE_OR_POP LOAD_CONST 300 COMPARE_OP < RETURN_VALUE ROT_TWO POP_TOP RETURN_VALUE LOAD_DEREF is_valid LOAD_FAST x CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_CONST 400 LOAD_FAST x DUP_TOP ROT_THREE COMPARE_OP <= JUMP_IF_FALSE_OR_POP LOAD_CONST 500 COMPARE_OP < RETURN_VALUE ROT_TWO POP_TOP RETURN_VALUE LOAD_GLOBAL traverse_obj LOAD_FAST video LOAD_CONST 'id' LOAD_GLOBAL str_or_none BUILD_SET BUILD_TUPLE LOAD_CONST 'title' LOAD_CONST 'rating' LOAD_GLOBAL int_or_none BUILD_SET BUILD_TUPLE LOAD_CONST 'duration' LOAD_GLOBAL int_or_none BUILD_SET BUILD_TUPLE LOAD_CONST 'number' LOAD_GLOBAL int_or_none BUILD_SET BUILD_TUPLE LOAD_CONST 'season' LOAD_CONST 'serial' LOAD_CONST 'title' LOAD_GLOBAL str_or_none BUILD_SET BUILD_TUPLE LOAD_CONST 'images' LOAD_CONST Ellipsis LOAD_CONST Ellipsis LOAD_CONST 'url' LOAD_CONST 'url' LOAD_GLOBAL url_or_none BUILD_SET BUILD_TUPLE BUILD_MAP BUILD_TUPLE LOAD_CONST ('id', 'title', 'age_limit', 'duration', 'episode_number', 'series', 'thumbnails') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST info_dict LOAD_GLOBAL clean_html LOAD_GLOBAL dict_get LOAD_FAST video LOAD_CONST ('lead', 'description') CALL_FUNCTION CALL_FUNCTION LOAD_FAST info_dict LOAD_CONST 'description' STORE_SUBSCR LOAD_FAST with_url POP_JUMP_IF_FALSE LOAD_FAST info_dict LOAD_METHOD update LOAD_CONST 'url' LOAD_FAST video LOAD_CONST 'webUrl' BINARY_SUBSCR LOAD_GLOBAL TVPVODVideoIE LOAD_METHOD ie_key CALL_METHOD LOAD_CONST ('_type', 'url', 'ie_key') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_FAST info_dict RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPVODVideoIE' STORE_NAME __qualname__ LOAD_CONST 'tvp:vod' STORE_NAME IE_NAME LOAD_CONST 'https?://vod\\.tvp\\.pl/[a-z\\d-]+,\\d+/[a-z\\d-]+(?<!-odcinki)(?:-odcinki,\\d+/odcinek-\\d+,S\\d+E\\d+)?,(?P<id>\\d+)(?:\\?[^#]+)?(?:#.+)?$' STORE_NAME _VALID_URL LOAD_CONST 'https://vod.tvp.pl/dla-dzieci,24/laboratorium-alchemika-odcinki,309338/odcinek-24,S01E24,311357' LOAD_CONST '311357' LOAD_CONST 'mp4' LOAD_CONST 'Tusze termiczne. Jak zobaczyć niewidoczne. Odcinek 24' LOAD_CONST 'md5:1d4098d3e537092ccbac1abf49b7cd4c' LOAD_CONST 300 LOAD_CONST 24 LOAD_CONST 'Episode 24' LOAD_CONST 0 LOAD_CONST 'Laboratorium alchemika' LOAD_CONST 're:https?://.+' LOAD_CONST ('id', 'ext', 'title', 'description', 'duration', 'episode_number', 'episode', 'age_limit', 'series', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST 'skip_download' LOAD_CONST 'm3u8' BUILD_MAP LOAD_CONST ('url', 'info_dict', 'params') BUILD_CONST_KEY_MAP LOAD_CONST 'https://vod.tvp.pl/filmy-dokumentalne,163/ukrainski-sluga-narodu,339667' LOAD_CONST '339667' LOAD_CONST 'mp4' LOAD_CONST 'Ukraiński sługa narodu' LOAD_CONST 'md5:b7940c0a8e439b0c81653a986f544ef3' LOAD_CONST 12 LOAD_CONST 3051 LOAD_CONST 're:https?://.+' LOAD_CONST 'count:2' LOAD_CONST ('id', 'ext', 'title', 'description', 'age_limit', 'duration', 'thumbnail', 'subtitles') BUILD_CONST_KEY_MAP LOAD_CONST 'skip_download' LOAD_CONST 'm3u8' BUILD_MAP LOAD_CONST ('url', 'info_dict', 'params') BUILD_CONST_KEY_MAP LOAD_CONST 'embed fails with "payment required"' LOAD_CONST 'https://vod.tvp.pl/seriale,18/polowanie-na-cmy-odcinki,390116/odcinek-7,S01E07,398869' LOAD_CONST '398869' LOAD_CONST 'mp4' LOAD_CONST 'odc. 7' LOAD_CONST 'md5:dd2bb33f023dc5c2fbaddfbe4cb5dba0' LOAD_CONST 2750 LOAD_CONST 16 LOAD_CONST 'Polowanie na ćmy' LOAD_CONST 7 LOAD_CONST 'Episode 7' LOAD_CONST 're:https?://.+' LOAD_CONST ('id', 'ext', 'title', 'description', 'duration', 'age_limit', 'series', 'episode_number', 'episode', 'thumbnail') BUILD_CONST_KEY_MAP LOAD_CONST 'skip_download' LOAD_CONST 'm3u8' BUILD_MAP LOAD_CONST ('note', 'url', 'info_dict', 'params') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME _TESTS LOAD_CONST <code object _real_extract at 0x7fab823acc00, file "f.py", line 658> LOAD_CONST 'TVPVODVideoIE._real_extract' MAKE_FUNCTION STORE_NAME _real_extract LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _match_id LOAD_FAST url CALL_METHOD STORE_FAST video_id LOAD_FAST self LOAD_ATTR _parse_video LOAD_FAST self LOAD_METHOD _call_api LOAD_CONST 'vods/' LOAD_FAST video_id FORMAT_VALUE BUILD_STRING LOAD_FAST video_id CALL_METHOD LOAD_CONST False LOAD_CONST ('with_url',) CALL_FUNCTION STORE_FAST info_dict LOAD_FAST self LOAD_ATTR _call_api LOAD_FAST video_id FORMAT_VALUE LOAD_CONST '/videos/playlist' BUILD_STRING LOAD_FAST video_id LOAD_CONST 'videoType' LOAD_CONST 'MOVIE' BUILD_MAP LOAD_CONST ('query',) CALL_FUNCTION STORE_FAST playlist BUILD_LIST LOAD_FAST info_dict LOAD_CONST 'formats' STORE_SUBSCR SETUP_LOOP to 118 LOAD_GLOBAL traverse_obj LOAD_FAST playlist LOAD_CONST ('sources', 'HLS', Ellipsis, 'src') CALL_FUNCTION GET_ITER FOR_ITER to 116 STORE_FAST manifest_url LOAD_FAST info_dict LOAD_CONST 'formats' BINARY_SUBSCR LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_m3u8_formats LOAD_FAST manifest_url LOAD_FAST video_id LOAD_CONST False LOAD_CONST ('fatal',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 164 LOAD_GLOBAL traverse_obj LOAD_FAST playlist LOAD_CONST ('sources', 'DASH', Ellipsis, 'src') CALL_FUNCTION GET_ITER FOR_ITER to 162 STORE_FAST manifest_url LOAD_FAST info_dict LOAD_CONST 'formats' BINARY_SUBSCR LOAD_METHOD extend LOAD_FAST self LOAD_ATTR _extract_mpd_formats LOAD_FAST manifest_url LOAD_FAST video_id LOAD_CONST False LOAD_CONST ('fatal',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK BUILD_MAP LOAD_FAST info_dict LOAD_CONST 'subtitles' STORE_SUBSCR SETUP_LOOP to 238 LOAD_FAST playlist LOAD_METHOD get LOAD_CONST 'subtitles' CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_LIST GET_ITER FOR_ITER to 236 STORE_FAST sub LOAD_FAST info_dict LOAD_CONST 'subtitles' BINARY_SUBSCR LOAD_METHOD setdefault LOAD_FAST sub LOAD_METHOD get LOAD_CONST 'language' CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_CONST 'und' BUILD_LIST CALL_METHOD LOAD_METHOD append LOAD_FAST sub LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST 'ttml' LOAD_CONST ('url', 'ext') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST info_dict RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TVPVODSeriesIE' STORE_NAME __qualname__ LOAD_CONST 'tvp:vod:series' STORE_NAME IE_NAME LOAD_CONST 'https?://vod\\.tvp\\.pl/[a-z\\d-]+,\\d+/[a-z\\d-]+-odcinki,(?P<id>\\d+)(?:\\?[^#]+)?(?:#.+)?$' STORE_NAME _VALID_URL LOAD_CONST 'https://vod.tvp.pl/seriale,18/ranczo-odcinki,316445' LOAD_CONST '316445' LOAD_CONST 'Ranczo' LOAD_CONST 12 LOAD_CONST 'seriale' BUILD_LIST LOAD_CONST ('id', 'title', 'age_limit', 'categories') BUILD_CONST_KEY_MAP LOAD_CONST 130 LOAD_CONST ('url', 'info_dict', 'playlist_count') BUILD_CONST_KEY_MAP LOAD_CONST 'https://vod.tvp.pl/programy,88/rolnik-szuka-zony-odcinki,284514' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP LOAD_CONST 'https://vod.tvp.pl/dla-dzieci,24/laboratorium-alchemika-odcinki,309338' LOAD_CONST True LOAD_CONST ('url', 'only_matching') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME _TESTS LOAD_CONST <code object _entries at 0x7fab823aced0, file "f.py", line 716> LOAD_CONST 'TVPVODSeriesIE._entries' MAKE_FUNCTION STORE_NAME _entries LOAD_CONST <code object _real_extract at 0x7fab823ac420, file "f.py", line 725> LOAD_CONST 'TVPVODSeriesIE._real_extract' MAKE_FUNCTION STORE_NAME _real_extract LOAD_CONST None RETURN_VALUE SETUP_LOOP to 76 LOAD_FAST seasons GET_ITER FOR_ITER to 74 STORE_FAST season LOAD_FAST self LOAD_ATTR _call_api LOAD_CONST 'vods/serials/' LOAD_FAST playlist_id FORMAT_VALUE LOAD_CONST '/seasons/' LOAD_FAST season LOAD_CONST 'id' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST '/episodes' BUILD_STRING LOAD_FAST playlist_id LOAD_CONST 'Downloading episode list for ' LOAD_FAST season LOAD_CONST 'title' BINARY_SUBSCR FORMAT_VALUE BUILD_STRING LOAD_CONST ('note',) CALL_FUNCTION STORE_FAST episodes LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR _parse_video LOAD_FAST episodes CALL_FUNCTION GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _match_id LOAD_FAST url CALL_METHOD STORE_FAST playlist_id LOAD_FAST self LOAD_ATTR _call_api LOAD_CONST 'vods/serials/' LOAD_FAST playlist_id FORMAT_VALUE BUILD_STRING LOAD_FAST playlist_id LOAD_CONST 'Downloading serial metadata' LOAD_CONST ('note',) CALL_FUNCTION STORE_FAST metadata LOAD_FAST self LOAD_ATTR _call_api LOAD_CONST 'vods/serials/' LOAD_FAST playlist_id FORMAT_VALUE LOAD_CONST '/seasons' BUILD_STRING LOAD_FAST playlist_id LOAD_CONST 'Downloading season list' LOAD_CONST ('note',) CALL_FUNCTION STORE_FAST seasons LOAD_FAST self LOAD_ATTR playlist_result LOAD_FAST self LOAD_METHOD _entries LOAD_FAST seasons LOAD_FAST playlist_id CALL_METHOD LOAD_FAST playlist_id LOAD_GLOBAL strip_or_none LOAD_FAST metadata LOAD_METHOD get LOAD_CONST 'title' CALL_METHOD CALL_FUNCTION LOAD_GLOBAL clean_html LOAD_GLOBAL traverse_obj LOAD_FAST metadata LOAD_CONST ('description', 'lead') LOAD_GLOBAL strip_or_none LOAD_CONST ('expected_type',) CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL traverse_obj LOAD_FAST metadata LOAD_CONST ('mainCategory', 'name') CALL_FUNCTION BUILD_LIST LOAD_GLOBAL int_or_none LOAD_FAST metadata LOAD_METHOD get LOAD_CONST 'rating' CALL_METHOD CALL_FUNCTION LOAD_CONST ('categories', 'age_limit') CALL_FUNCTION RETURN_VALUE
import itertools import random import re from .common import InfoExtractor from ..utils import ( clean_html, determine_ext, dict_get, ExtractorError, int_or_none, js_to_json, str_or_none, strip_or_none, traverse_obj, try_get, url_or_none, ) class TVPIE(InfoExtractor): IE_NAME = "tvp" IE_DESC = "Telewizja Polska" _VALID_URL = r"https?://(?:[^/]+\.)?(?:tvp(?:parlament)?\.(?:pl|info)|tvpworld\.com|swipeto\.pl)/(?:(?!\d+/)[^/]+/)*(?P<id>\d+)" _TESTS = [ { "url": "https://swipeto.pl/64095316/uliczny-foxtrot-wypozyczalnia-kaset-kto-pamieta-dvdvideo", "info_dict": { "id": "64095316", "ext": "mp4", "title": "Uliczny Foxtrot — Wypożyczalnia kaset. Kto pamięta DVD-Video?", "age_limit": 0, "duration": 374, "thumbnail": r"re:https://.+", }, "expected_warnings": [ "Failed to download ISM manifest: HTTP Error 404: Not Found", "Failed to download m3u8 information: HTTP Error 404: Not Found", ], }, { "url": "https://www.tvp.pl/polska-press-video-uploader/wideo/62042351", "info_dict": { "id": "62042351", "ext": "mp4", "title": "Wideo", "description": "Wideo Kamera", "duration": 24, "age_limit": 0, "thumbnail": r"re:https://.+", }, }, { "url": "https://wiadomosci.tvp.pl/50725617/dzieci-na-sprzedaz-dla-homoseksualistow", "info_dict": { "id": "50725617", "ext": "mp4", "title": "Dzieci na sprzedaż dla homoseksualistów", "description": "md5:7d318eef04e55ddd9f87a8488ac7d590", "age_limit": 12, "duration": 259, "thumbnail": r"re:https://.+", }, }, { "url": "https://warszawa.tvp.pl/25804446/studio-yayo", "info_dict": { "id": "25804446", "ext": "mp4", "title": "Studio Yayo", "upload_date": "20160616", "timestamp": 1466075700, "age_limit": 0, "duration": 20, "thumbnail": r"re:https://.+", }, "skip": "Geo-blocked outside PL", }, { "url": "https://www.tvp.info/52880236/09042021-0800", "info_dict": { "id": "52880236", "ext": "mp4", "title": "09.04.2021, 08:00", "age_limit": 0, "thumbnail": r"re:https://.+", }, "skip": "Geo-blocked outside PL", }, { "url": "https://opole.tvp.pl/9660819/rozmowa-dnia", "info_dict": { "id": "9660819", "description": "Od poniedziałku do piątku o 18:55", "title": "Rozmowa dnia", }, "playlist_mincount": 1800, "params": { "skip_download": True, }, }, { "url": "https://abc.tvp.pl/48636269/zubry-odc-124", "info_dict": { "id": "48320456", "ext": "mp4", "title": "Teleranek, Żubr", }, "skip": "unavailable", }, { "url": "https://jp2.tvp.pl/46925618/filmy", "info_dict": { "id": "46925618", "title": "Filmy", }, "playlist_mincount": 19, }, { "url": "http://vod.tvp.pl/seriale/obyczajowe/na-sygnale/sezon-2-27-/odc-39/17834272", "only_matching": True, }, { "url": "http://wiadomosci.tvp.pl/25169746/24052016-1200", "only_matching": True, }, { "url": "http://krakow.tvp.pl/25511623/25lecie-mck-wyjatkowe-miejsce-na-mapie-krakowa", "only_matching": True, }, { "url": "http://teleexpress.tvp.pl/25522307/wierni-wzieli-udzial-w-procesjach", "only_matching": True, }, { "url": "http://sport.tvp.pl/25522165/krychowiak-uspokaja-w-sprawie-kontuzji-dwa-tygodnie-to-maksimum", "only_matching": True, }, { "url": "http://www.tvp.info/25511919/trwa-rewolucja-wladza-zdecydowala-sie-na-pogwalcenie-konstytucji", "only_matching": True, }, { "url": "https://tvp.info/49193823/teczowe-flagi-na-pomnikach-prokuratura-wszczela-postepowanie-wieszwiecej", "only_matching": True, }, { "url": "https://www.tvpparlament.pl/retransmisje-vod/inne/wizyta-premiera-mateusza-morawieckiego-w-firmie-berotu-sp-z-oo/48857277", "only_matching": True, }, { "url": "https://tvpworld.com/48583640/tescos-polish-business-bought-by-danish-chain-netto", "only_matching": True, }, ] def _parse_vue_website_data(self, webpage, page_id): website_data = self._search_regex( [ r"window\.__(?:website|directory)Data\s*=\s*({(?:.|\s)+?});", ], webpage, "website data", ) if not website_data: return None return self._parse_json(website_data, page_id, transform_source=js_to_json) def _extract_vue_video(self, video_data, page_id=None): if isinstance(video_data, str): video_data = self._parse_json( video_data, page_id, transform_source=js_to_json ) thumbnails = [] image = video_data.get("image") if image: for thumb in image if isinstance(image, list) else [image]: thmb_url = str_or_none(thumb.get("url")) if thmb_url: thumbnails.append( { "url": thmb_url, } ) is_website = video_data.get("type") == "website" if is_website: url = video_data["url"] else: url = "tvp:" + str_or_none(video_data.get("_id") or page_id) return { "_type": "url_transparent", "id": str_or_none(video_data.get("_id") or page_id), "url": url, "ie_key": (TVPIE if is_website else TVPEmbedIE).ie_key(), "title": str_or_none(video_data.get("title")), "description": str_or_none(video_data.get("lead")), "timestamp": int_or_none(video_data.get("release_date_long")), "duration": int_or_none(video_data.get("duration")), "thumbnails": thumbnails, } def _handle_vuejs_page(self, url, webpage, page_id): video_data = self._search_regex( [ r"window\.__(?:news|video)Data\s*=\s*({(?:.|\s)+?})\s*;", ], webpage, "video data", default=None, ) if video_data: return self._extract_vue_video(video_data, page_id=page_id) website_data = self._parse_vue_website_data(webpage, page_id) if website_data: entries = self._vuejs_entries(url, website_data, page_id) return { "_type": "playlist", "id": page_id, "title": str_or_none(website_data.get("title")), "description": str_or_none(website_data.get("lead")), "entries": entries, } raise ExtractorError("Could not extract video/website data") def _vuejs_entries(self, url, website_data, page_id): def extract_videos(wd): if wd.get("latestVideo"): yield self._extract_vue_video(wd["latestVideo"]) for video in wd.get("videos") or []: yield self._extract_vue_video(video) for video in wd.get("items") or []: yield self._extract_vue_video(video) yield from extract_videos(website_data) if website_data.get("items_total_count") > website_data.get("items_per_page"): for page in itertools.count(2): page_website_data = self._parse_vue_website_data( self._download_webpage( url, page_id, note="Downloading page #%d" % page, query={"page": page}, ), page_id, ) if not page_website_data.get("videos") and not page_website_data.get( "items" ): break yield from extract_videos(page_website_data) def _real_extract(self, url): page_id = self._match_id(url) webpage, urlh = self._download_webpage_handle(url, page_id) for ie_cls in (TVPVODSeriesIE, TVPVODVideoIE): if ie_cls.suitable(urlh.url): return self.url_result(urlh.url, ie=ie_cls.ie_key(), video_id=page_id) if re.search(r"window\.__(?:video|news|website|directory)Data\s*=", webpage): return self._handle_vuejs_page(url, webpage, page_id) video_id = self._search_regex( [ r'<iframe[^>]+src="[^"]*?embed\.php\?(?:[^&]+&)*ID=(\d+)', r'<iframe[^>]+src="[^"]*?object_id=(\d+)', r"object_id\s*:\s*'(\d+)'", r'data-video-id="(\d+)"', r"<script>\s*tvpabc\.video\.init\(\s*\d+,\s*(\d+)\s*\)\s*</script>", ], webpage, "video id", default=page_id, ) return { "_type": "url_transparent", "url": "tvp:" + video_id, "description": self._og_search_description(webpage, default=None) or ( self._html_search_meta("description", webpage, default=None) if "//s.tvp.pl/files/portal/v" in webpage else None ), "thumbnail": self._og_search_thumbnail(webpage, default=None), "ie_key": "TVPEmbed", } class TVPStreamIE(InfoExtractor): IE_NAME = "tvp:stream" _VALID_URL = r"(?:tvpstream:|https?://(?:tvpstream\.vod|stream)\.tvp\.pl/(?:\?(?:[^&]+[&;])*channel_id=)?)(?P<id>\d*)" _TESTS = [ { "url": "https://stream.tvp.pl/?channel_id=56969941", "only_matching": True, }, { "url": "https://tvpstream.vod.tvp.pl/?channel_id=1455", "only_matching": True, }, { "url": "tvpstream:39821455", "only_matching": True, }, { "url": "tvpstream:", "only_matching": True, }, { "url": "https://tvpstream.vod.tvp.pl/", "only_matching": True, }, ] def _real_extract(self, url): channel_id = self._match_id(url) channel_url = self._proto_relative_url( "//stream.tvp.pl/?channel_id=%s" % channel_id or "default" ) webpage = self._download_webpage( channel_url, channel_id or "default", "Downloading channel webpage" ) channels = self._search_json( r"window\.__channels\s*=", webpage, "channel list", channel_id, contains_pattern=r"\[\s*{(?s:.+)}\s*]", ) channel = ( traverse_obj( channels, (lambda _, v: channel_id == str(v["id"])), get_all=False ) if channel_id else channels[0] ) audition = traverse_obj( channel, ("items", lambda _, v: v["is_live"] is True), get_all=False ) return { "_type": "url_transparent", "id": channel_id or channel["id"], "url": "tvp:%s" % audition["video_id"], "title": audition.get("title"), "alt_title": channel.get("title"), "is_live": True, "ie_key": "TVPEmbed", } class TVPEmbedIE(InfoExtractor): IE_NAME = "tvp:embed" IE_DESC = "Telewizja Polska" _GEO_BYPASS = False _VALID_URL = r"""(?x) (?: tvp: |https?:// (?:[^/]+\.)? (?:tvp(?:parlament)?\.pl|tvp\.info|tvpworld\.com|swipeto\.pl)/ (?:sess/ (?:tvplayer\.php\?.*?object_id |TVPlayer2/(?:embed|api)\.php\?.*[Ii][Dd]) |shared/details\.php\?.*?object_id) =) (?P<id>\d+) """ _EMBED_REGEX = [rf'(?x)<iframe[^>]+?src=(["\'])(?P<url>{_VALID_URL[4:]})'] _TESTS = [ { "url": "tvp:194536", "info_dict": { "id": "194536", "ext": "mp4", "title": "Czas honoru, odc. 13 – Władek", "description": "md5:76649d2014f65c99477be17f23a4dead", "age_limit": 12, "duration": 2652, "series": "Czas honoru", "episode": "Episode 13", "episode_number": 13, "season": "sezon 1", "thumbnail": r"re:https://.+", }, }, { "url": "https://www.tvp.pl/sess/tvplayer.php?object_id=51247504&amp;autoplay=false", "info_dict": { "id": "51247504", "ext": "mp4", "title": "Razmova 091220", "duration": 876, "age_limit": 0, "thumbnail": r"re:https://.+", }, }, { "url": "https://tvp.info/sess/TVPlayer2/embed.php?ID=50595757", "only_matching": True, }, { "url": "https://wiadomosci.tvp.pl/sess/TVPlayer2/api.php?id=51233452", "only_matching": True, }, { "url": "https://www.tvp.pl/shared/details.php?copy_id=52205981&object_id=52204505&autoplay=false&is_muted=false&allowfullscreen=true&template=external-embed/video/iframe-video.html", "only_matching": True, }, ] def _real_extract(self, url): video_id = self._match_id(url) callback = random.choice( ( "jebac_pis", "jebacpis", "ziobro", "sasin70", "sasin_przejebal_70_milionow_PLN", "tvp_is_a_state_propaganda_service", ) ) webpage = self._download_webpage( ( "https://www.tvp.pl/sess/TVPlayer2/api.php?id=%s" + "&@method=getTvpConfig&@callback=%s" ) % (video_id, callback), video_id, ) datastr = webpage[15 + len(callback) : -3] if datastr.startswith("null,"): error = self._parse_json(datastr[5:], video_id, fatal=False) error_desc = traverse_obj(error, (0, "desc")) if error_desc == "Obiekt wymaga płatności": raise ExtractorError( "Video requires payment and log-in, but log-in is not implemented" ) raise ExtractorError(error_desc or "unexpected JSON error") content = self._parse_json(datastr, video_id)["content"] info = content["info"] is_live = try_get(info, lambda x: x["isLive"], bool) if info.get("isGeoBlocked"): self.raise_geo_restricted(countries=["PL"]) formats = [] for file in content["files"]: video_url = url_or_none(file.get("url")) if not video_url: continue ext = determine_ext(video_url, None) if ext == "m3u8": formats.extend( self._extract_m3u8_formats( video_url, video_id, m3u8_id="hls", fatal=False, live=is_live ) ) elif ext == "mpd": if is_live: continue formats.extend( self._extract_mpd_formats( video_url, video_id, mpd_id="dash", fatal=False ) ) elif ext == "f4m": formats.extend( self._extract_f4m_formats( video_url, video_id, f4m_id="hds", fatal=False ) ) elif video_url.endswith(".ism/manifest"): formats.extend( self._extract_ism_formats( video_url, video_id, ism_id="mss", fatal=False ) ) else: formats.append( { "format_id": "direct", "url": video_url, "ext": ext or file.get("type"), "fps": int_or_none(traverse_obj(file, ("quality", "fps"))), "tbr": int_or_none( traverse_obj(file, ("quality", "bitrate")), scale=1000 ), "width": int_or_none(traverse_obj(file, ("quality", "width"))), "height": int_or_none( traverse_obj(file, ("quality", "height")) ), } ) title = dict_get(info, ("subtitle", "title", "seoTitle")) description = dict_get(info, ("description", "seoDescription")) thumbnails = [] for thumb in content.get("posters") or (): thumb_url = thumb.get("src") if not thumb_url or "{width}" in thumb_url or "{height}" in thumb_url: continue thumbnails.append( { "url": thumb.get("src"), "width": thumb.get("width"), "height": thumb.get("height"), } ) age_limit = try_get(info, lambda x: x["ageGroup"]["minAge"], int) if age_limit == 1: age_limit = 0 duration = try_get(info, lambda x: x["duration"], int) if not is_live else None subtitles = {} for sub in content.get("subtitles") or []: if not sub.get("url"): continue subtitles.setdefault(sub["lang"], []).append( { "url": sub["url"], "ext": sub.get("type"), } ) info_dict = { "id": video_id, "title": title, "description": description, "thumbnails": thumbnails, "age_limit": age_limit, "is_live": is_live, "duration": duration, "formats": formats, "subtitles": subtitles, } if info.get("vortalName") == "vod": info_dict.update( { "title": "%s, %s" % (info.get("title"), info.get("subtitle")), "series": info.get("title"), "season": info.get("season"), "episode_number": info.get("episode"), } ) return info_dict class TVPVODBaseIE(InfoExtractor): _API_BASE_URL = "https://vod.tvp.pl/api/products" def _call_api(self, resource, video_id, query={}, **kwargs): is_valid = lambda x: 200 <= x < 300 document, urlh = self._download_json_handle( f"{self._API_BASE_URL}/{resource}", video_id, query={"lang": "pl", "platform": "BROWSER", **query}, expected_status=lambda x: is_valid(x) or 400 <= x < 500, **kwargs, ) if is_valid(urlh.status): return document raise ExtractorError( f'Woronicza said: {document.get("code")} (HTTP {urlh.status})' ) def _parse_video(self, video, with_url=True): info_dict = traverse_obj( video, { "id": ("id", {str_or_none}), "title": "title", "age_limit": ("rating", {int_or_none}), "duration": ("duration", {int_or_none}), "episode_number": ("number", {int_or_none}), "series": ("season", "serial", "title", {str_or_none}), "thumbnails": ("images", ..., ..., {"url": ("url", {url_or_none})}), }, ) info_dict["description"] = clean_html(dict_get(video, ("lead", "description"))) if with_url: info_dict.update( { "_type": "url", "url": video["webUrl"], "ie_key": TVPVODVideoIE.ie_key(), } ) return info_dict class TVPVODVideoIE(TVPVODBaseIE): IE_NAME = "tvp:vod" _VALID_URL = r"https?://vod\.tvp\.pl/[a-z\d-]+,\d+/[a-z\d-]+(?<!-odcinki)(?:-odcinki,\d+/odcinek-\d+,S\d+E\d+)?,(?P<id>\d+)(?:\?[^#]+)?(?:#.+)?$" _TESTS = [ { "url": "https://vod.tvp.pl/dla-dzieci,24/laboratorium-alchemika-odcinki,309338/odcinek-24,S01E24,311357", "info_dict": { "id": "311357", "ext": "mp4", "title": "Tusze termiczne. Jak zobaczyć niewidoczne. Odcinek 24", "description": "md5:1d4098d3e537092ccbac1abf49b7cd4c", "duration": 300, "episode_number": 24, "episode": "Episode 24", "age_limit": 0, "series": "Laboratorium alchemika", "thumbnail": "re:https?://.+", }, "params": {"skip_download": "m3u8"}, }, { "url": "https://vod.tvp.pl/filmy-dokumentalne,163/ukrainski-sluga-narodu,339667", "info_dict": { "id": "339667", "ext": "mp4", "title": "Ukraiński sługa narodu", "description": "md5:b7940c0a8e439b0c81653a986f544ef3", "age_limit": 12, "duration": 3051, "thumbnail": "re:https?://.+", "subtitles": "count:2", }, "params": {"skip_download": "m3u8"}, }, { "note": 'embed fails with "payment required"', "url": "https://vod.tvp.pl/seriale,18/polowanie-na-cmy-odcinki,390116/odcinek-7,S01E07,398869", "info_dict": { "id": "398869", "ext": "mp4", "title": "odc. 7", "description": "md5:dd2bb33f023dc5c2fbaddfbe4cb5dba0", "duration": 2750, "age_limit": 16, "series": "Polowanie na ćmy", "episode_number": 7, "episode": "Episode 7", "thumbnail": "re:https?://.+", }, "params": {"skip_download": "m3u8"}, }, ] def _real_extract(self, url): video_id = self._match_id(url) info_dict = self._parse_video( self._call_api(f"vods/{video_id}", video_id), with_url=False ) playlist = self._call_api( f"{video_id}/videos/playlist", video_id, query={"videoType": "MOVIE"} ) info_dict["formats"] = [] for manifest_url in traverse_obj(playlist, ("sources", "HLS", ..., "src")): info_dict["formats"].extend( self._extract_m3u8_formats(manifest_url, video_id, fatal=False) ) for manifest_url in traverse_obj(playlist, ("sources", "DASH", ..., "src")): info_dict["formats"].extend( self._extract_mpd_formats(manifest_url, video_id, fatal=False) ) info_dict["subtitles"] = {} for sub in playlist.get("subtitles") or []: info_dict["subtitles"].setdefault(sub.get("language") or "und", []).append( { "url": sub["url"], "ext": "ttml", } ) return info_dict class TVPVODSeriesIE(TVPVODBaseIE): IE_NAME = "tvp:vod:series" _VALID_URL = r"https?://vod\.tvp\.pl/[a-z\d-]+,\d+/[a-z\d-]+-odcinki,(?P<id>\d+)(?:\?[^#]+)?(?:#.+)?$" _TESTS = [ { "url": "https://vod.tvp.pl/seriale,18/ranczo-odcinki,316445", "info_dict": { "id": "316445", "title": "Ranczo", "age_limit": 12, "categories": ["seriale"], }, "playlist_count": 130, }, { "url": "https://vod.tvp.pl/programy,88/rolnik-szuka-zony-odcinki,284514", "only_matching": True, }, { "url": "https://vod.tvp.pl/dla-dzieci,24/laboratorium-alchemika-odcinki,309338", "only_matching": True, }, ] def _entries(self, seasons, playlist_id): for season in seasons: episodes = self._call_api( f'vods/serials/{playlist_id}/seasons/{season["id"]}/episodes', playlist_id, note=f'Downloading episode list for {season["title"]}', ) yield from map(self._parse_video, episodes) def _real_extract(self, url): playlist_id = self._match_id(url) metadata = self._call_api( f"vods/serials/{playlist_id}", playlist_id, note="Downloading serial metadata", ) seasons = self._call_api( f"vods/serials/{playlist_id}/seasons", playlist_id, note="Downloading season list", ) return self.playlist_result( self._entries(seasons, playlist_id), playlist_id, strip_or_none(metadata.get("title")), clean_html( traverse_obj( metadata, ("description", "lead"), expected_type=strip_or_none ) ), categories=[traverse_obj(metadata, ("mainCategory", "name"))], age_limit=int_or_none(metadata.get("rating")), )
data/yt-dlp-2023.12.30/yt_dlp/extractor/tvp.py
12,496
9,047
157,623
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'CustomConstraintArgs' LOAD_CONST 'CustomConstraint' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object CustomConstraintArgs at 0x7faa5f271f60, file "f.py", line 11> LOAD_CONST 'CustomConstraintArgs' MAKE_FUNCTION LOAD_CONST 'CustomConstraintArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME CustomConstraintArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _CustomConstraintState at 0x7faa5ec5e150, file "f.py", line 153> LOAD_CONST '_CustomConstraintState' MAKE_FUNCTION LOAD_CONST '_CustomConstraintState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _CustomConstraintState LOAD_BUILD_CLASS LOAD_CONST <code object CustomConstraint at 0x7faa74b6c0c0, file "f.py", line 318> LOAD_CONST 'CustomConstraint' MAKE_FUNCTION LOAD_CONST 'CustomConstraint' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME CustomConstraint LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomConstraintArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('description', 'display_name', 'name') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('action_type', 'condition', 'method_types', 'parent', 'resource_types', 'description', 'display_name', 'name') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab42131660, file "f.py", line 13> LOAD_CONST 'CustomConstraintArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'actionType' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object action_type at 0x7fab54336030, file "f.py", line 52> LOAD_CONST 'CustomConstraintArgs.action_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME action_type LOAD_NAME action_type LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object action_type at 0x7fab54336780, file "f.py", line 61> LOAD_CONST 'CustomConstraintArgs.action_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME action_type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7fab543368a0, file "f.py", line 65> LOAD_CONST 'CustomConstraintArgs.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7fab54336930, file "f.py", line 73> LOAD_CONST 'CustomConstraintArgs.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'methodTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object method_types at 0x7fab54336f60, file "f.py", line 77> LOAD_CONST 'CustomConstraintArgs.method_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME method_types LOAD_NAME method_types LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object method_types at 0x7fab40f491e0, file "f.py", line 85> LOAD_CONST 'CustomConstraintArgs.method_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent at 0x7faa5f2714b0, file "f.py", line 89> LOAD_CONST 'CustomConstraintArgs.parent' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parent LOAD_NAME parent LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent at 0x7faa5f271390, file "f.py", line 100> LOAD_CONST 'CustomConstraintArgs.parent' MAKE_FUNCTION CALL_FUNCTION STORE_NAME parent LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_types at 0x7faa5f271780, file "f.py", line 104> LOAD_CONST 'CustomConstraintArgs.resource_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_types LOAD_NAME resource_types LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_types at 0x7faa5f271e40, file "f.py", line 112> LOAD_CONST 'CustomConstraintArgs.resource_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa5f2715d0, file "f.py", line 116> LOAD_CONST 'CustomConstraintArgs.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa5f2716f0, file "f.py", line 124> LOAD_CONST 'CustomConstraintArgs.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa5f271b70, file "f.py", line 128> LOAD_CONST 'CustomConstraintArgs.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa5f271270, file "f.py", line 136> LOAD_CONST 'CustomConstraintArgs.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5f271a50, file "f.py", line 140> LOAD_CONST 'CustomConstraintArgs.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5f271d20, file "f.py", line 148> LOAD_CONST 'CustomConstraintArgs.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'action_type' LOAD_FAST action_type CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'method_types' LOAD_FAST method_types CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'parent' LOAD_FAST parent CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'resource_types' LOAD_FAST resource_types CALL_METHOD POP_TOP LOAD_FAST description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'description' LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST display_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'display_name' LOAD_FAST display_name CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'action_type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'action_type' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'method_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'method_types' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parent' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'parent' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'resource_types' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_CustomConstraintState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('action_type', 'condition', 'description', 'display_name', 'method_types', 'name', 'parent', 'resource_types', 'update_time') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('action_type', 'condition', 'description', 'display_name', 'method_types', 'name', 'parent', 'resource_types', 'update_time') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5f271150, file "f.py", line 155> LOAD_CONST '_CustomConstraintState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'actionType' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object action_type at 0x7faa5f271930, file "f.py", line 203> LOAD_CONST '_CustomConstraintState.action_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME action_type LOAD_NAME action_type LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object action_type at 0x7faa5f271030, file "f.py", line 212> LOAD_CONST '_CustomConstraintState.action_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME action_type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ec5e0c0, file "f.py", line 216> LOAD_CONST '_CustomConstraintState.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME condition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7faa5ec5e540, file "f.py", line 224> LOAD_CONST '_CustomConstraintState.condition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa5ec5ec00, file "f.py", line 228> LOAD_CONST '_CustomConstraintState.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa5ec5eae0, file "f.py", line 236> LOAD_CONST '_CustomConstraintState.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa5ec5e300, file "f.py", line 240> LOAD_CONST '_CustomConstraintState.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa5ec5e030, file "f.py", line 248> LOAD_CONST '_CustomConstraintState.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'methodTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object method_types at 0x7faa5ec5e6f0, file "f.py", line 252> LOAD_CONST '_CustomConstraintState.method_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME method_types LOAD_NAME method_types LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object method_types at 0x7faa5ec5ee40, file "f.py", line 260> LOAD_CONST '_CustomConstraintState.method_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5ec5e780, file "f.py", line 264> LOAD_CONST '_CustomConstraintState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa5ec5e810, file "f.py", line 272> LOAD_CONST '_CustomConstraintState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent at 0x7faa5ec5e390, file "f.py", line 276> LOAD_CONST '_CustomConstraintState.parent' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parent LOAD_NAME parent LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent at 0x7faa5ec5e5d0, file "f.py", line 287> LOAD_CONST '_CustomConstraintState.parent' MAKE_FUNCTION CALL_FUNCTION STORE_NAME parent LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_types at 0x7faa5ec5edb0, file "f.py", line 291> LOAD_CONST '_CustomConstraintState.resource_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_types LOAD_NAME resource_types LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_types at 0x7faa5ec5e270, file "f.py", line 299> LOAD_CONST '_CustomConstraintState.resource_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'updateTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faa5ec5e420, file "f.py", line 305> LOAD_CONST '_CustomConstraintState.update_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_NAME update_time LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faa5ec5e8a0, file "f.py", line 313> LOAD_CONST '_CustomConstraintState.update_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_CONST None RETURN_VALUE LOAD_FAST action_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'action_type' LOAD_FAST action_type CALL_METHOD POP_TOP LOAD_FAST condition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'condition' LOAD_FAST condition CALL_METHOD POP_TOP LOAD_FAST description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'description' LOAD_FAST description CALL_METHOD POP_TOP LOAD_FAST display_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'display_name' LOAD_FAST display_name CALL_METHOD POP_TOP LOAD_FAST method_types LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'method_types' LOAD_FAST method_types CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST parent LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'parent' LOAD_FAST parent CALL_METHOD POP_TOP LOAD_FAST resource_types LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'resource_types' LOAD_FAST resource_types CALL_METHOD POP_TOP LOAD_FAST update_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'update_time' LOAD_FAST update_time CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'action_type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'action_type' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'condition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'method_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'method_types' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parent' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'parent' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'resource_types' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'update_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'update_time' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomConstraint' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'action_type', 'condition', 'description', 'display_name', 'method_types', 'name', 'parent', 'resource_types') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5e930, file "f.py", line 319> LOAD_CONST 'CustomConstraint.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME CustomConstraintArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5ea50, file "f.py", line 412> LOAD_CONST 'CustomConstraint.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa5ec5eb70, file "f.py", line 486> LOAD_CONST 'CustomConstraint.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'action_type', 'condition', 'description', 'display_name', 'method_types', 'name', 'parent', 'resource_types') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa5ec5e9c0, file "f.py", line 495> LOAD_CONST 'CustomConstraint._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'CustomConstraint' LOAD_CONST ('resource_name', 'id', 'opts', 'action_type', 'condition', 'description', 'display_name', 'method_types', 'name', 'parent', 'resource_types', 'update_time', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab700b4660, file "f.py", line 549> LOAD_CONST 'CustomConstraint.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'actionType' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object action_type at 0x7fab700b4f60, file "f.py", line 600> LOAD_CONST 'CustomConstraint.action_type' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME action_type LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object condition at 0x7fab700b45d0, file "f.py", line 609> LOAD_CONST 'CustomConstraint.condition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME condition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object description at 0x7faa74b6cdb0, file "f.py", line 617> LOAD_CONST 'CustomConstraint.description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa74b6c9c0, file "f.py", line 625> LOAD_CONST 'CustomConstraint.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'methodTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object method_types at 0x7faa74b6c270, file "f.py", line 633> LOAD_CONST 'CustomConstraint.method_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME method_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faa74b6ca50, file "f.py", line 641> LOAD_CONST 'CustomConstraint.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parent at 0x7faa74b6c150, file "f.py", line 649> LOAD_CONST 'CustomConstraint.parent' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parent LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceTypes' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_types at 0x7faa74b6cc90, file "f.py", line 660> LOAD_CONST 'CustomConstraint.resource_types' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_types LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'updateTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faa74b6c660, file "f.py", line 668> LOAD_CONST 'CustomConstraint.update_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL CustomConstraintArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL CustomConstraintArgs LOAD_METHOD __new__ LOAD_GLOBAL CustomConstraintArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST action_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'action_type'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST action_type LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'action_type' STORE_SUBSCR LOAD_FAST condition LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'condition'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'description' STORE_SUBSCR LOAD_FAST display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'display_name' STORE_SUBSCR LOAD_FAST method_types LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'method_types'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST method_types LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'method_types' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST parent LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'parent'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST parent LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'parent' STORE_SUBSCR LOAD_FAST resource_types LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'resource_types'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST resource_types LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_types' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'update_time' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL CustomConstraint LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:orgpolicy/customConstraint:CustomConstraint' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _CustomConstraintState LOAD_METHOD __new__ LOAD_GLOBAL _CustomConstraintState CALL_METHOD STORE_FAST __props__ LOAD_FAST action_type LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'action_type' STORE_SUBSCR LOAD_FAST condition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'condition' STORE_SUBSCR LOAD_FAST description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'description' STORE_SUBSCR LOAD_FAST display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'display_name' STORE_SUBSCR LOAD_FAST method_types LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'method_types' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST parent LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'parent' STORE_SUBSCR LOAD_FAST resource_types LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_types' STORE_SUBSCR LOAD_FAST update_time LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'update_time' STORE_SUBSCR LOAD_GLOBAL CustomConstraint LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'action_type' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'condition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'method_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parent' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_types' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'update_time' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["CustomConstraintArgs", "CustomConstraint"] @pulumi.input_type class CustomConstraintArgs: def __init__( __self__, *, action_type: pulumi.Input[str], condition: pulumi.Input[str], method_types: pulumi.Input[Sequence[pulumi.Input[str]]], parent: pulumi.Input[str], resource_types: pulumi.Input[Sequence[pulumi.Input[str]]], description: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a CustomConstraint resource. :param pulumi.Input[str] action_type: The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. :param pulumi.Input[str] condition: A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). :param pulumi.Input[Sequence[pulumi.Input[str]]] method_types: A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). :param pulumi.Input[str] parent: The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - :param pulumi.Input[Sequence[pulumi.Input[str]]] resource_types: Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. :param pulumi.Input[str] description: A human-friendly description of the constraint to display as an error message when the policy is violated. :param pulumi.Input[str] display_name: A human-friendly name for the constraint. :param pulumi.Input[str] name: Immutable. The name of the custom constraint. This is unique within the organization. """ pulumi.set(__self__, "action_type", action_type) pulumi.set(__self__, "condition", condition) pulumi.set(__self__, "method_types", method_types) pulumi.set(__self__, "parent", parent) pulumi.set(__self__, "resource_types", resource_types) if description is not None: pulumi.set(__self__, "description", description) if display_name is not None: pulumi.set(__self__, "display_name", display_name) if name is not None: pulumi.set(__self__, "name", name) @property @pulumi.getter(name="actionType") def action_type(self) -> pulumi.Input[str]: """ The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. """ return pulumi.get(self, "action_type") @action_type.setter def action_type(self, value: pulumi.Input[str]): pulumi.set(self, "action_type", value) @property @pulumi.getter def condition(self) -> pulumi.Input[str]: """ A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). """ return pulumi.get(self, "condition") @condition.setter def condition(self, value: pulumi.Input[str]): pulumi.set(self, "condition", value) @property @pulumi.getter(name="methodTypes") def method_types(self) -> pulumi.Input[Sequence[pulumi.Input[str]]]: """ A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). """ return pulumi.get(self, "method_types") @method_types.setter def method_types(self, value: pulumi.Input[Sequence[pulumi.Input[str]]]): pulumi.set(self, "method_types", value) @property @pulumi.getter def parent(self) -> pulumi.Input[str]: """ The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - """ return pulumi.get(self, "parent") @parent.setter def parent(self, value: pulumi.Input[str]): pulumi.set(self, "parent", value) @property @pulumi.getter(name="resourceTypes") def resource_types(self) -> pulumi.Input[Sequence[pulumi.Input[str]]]: """ Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. """ return pulumi.get(self, "resource_types") @resource_types.setter def resource_types(self, value: pulumi.Input[Sequence[pulumi.Input[str]]]): pulumi.set(self, "resource_types", value) @property @pulumi.getter def description(self) -> Optional[pulumi.Input[str]]: """ A human-friendly description of the constraint to display as an error message when the policy is violated. """ return pulumi.get(self, "description") @description.setter def description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "description", value) @property @pulumi.getter(name="displayName") def display_name(self) -> Optional[pulumi.Input[str]]: """ A human-friendly name for the constraint. """ return pulumi.get(self, "display_name") @display_name.setter def display_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "display_name", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ Immutable. The name of the custom constraint. This is unique within the organization. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @pulumi.input_type class _CustomConstraintState: def __init__( __self__, *, action_type: Optional[pulumi.Input[str]] = None, condition: Optional[pulumi.Input[str]] = None, description: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, method_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, parent: Optional[pulumi.Input[str]] = None, resource_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, update_time: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering CustomConstraint resources. :param pulumi.Input[str] action_type: The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. :param pulumi.Input[str] condition: A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). :param pulumi.Input[str] description: A human-friendly description of the constraint to display as an error message when the policy is violated. :param pulumi.Input[str] display_name: A human-friendly name for the constraint. :param pulumi.Input[Sequence[pulumi.Input[str]]] method_types: A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). :param pulumi.Input[str] name: Immutable. The name of the custom constraint. This is unique within the organization. :param pulumi.Input[str] parent: The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - :param pulumi.Input[Sequence[pulumi.Input[str]]] resource_types: Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. :param pulumi.Input[str] update_time: Output only. The timestamp representing when the constraint was last updated. """ if action_type is not None: pulumi.set(__self__, "action_type", action_type) if condition is not None: pulumi.set(__self__, "condition", condition) if description is not None: pulumi.set(__self__, "description", description) if display_name is not None: pulumi.set(__self__, "display_name", display_name) if method_types is not None: pulumi.set(__self__, "method_types", method_types) if name is not None: pulumi.set(__self__, "name", name) if parent is not None: pulumi.set(__self__, "parent", parent) if resource_types is not None: pulumi.set(__self__, "resource_types", resource_types) if update_time is not None: pulumi.set(__self__, "update_time", update_time) @property @pulumi.getter(name="actionType") def action_type(self) -> Optional[pulumi.Input[str]]: """ The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. """ return pulumi.get(self, "action_type") @action_type.setter def action_type(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "action_type", value) @property @pulumi.getter def condition(self) -> Optional[pulumi.Input[str]]: """ A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). """ return pulumi.get(self, "condition") @condition.setter def condition(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "condition", value) @property @pulumi.getter def description(self) -> Optional[pulumi.Input[str]]: """ A human-friendly description of the constraint to display as an error message when the policy is violated. """ return pulumi.get(self, "description") @description.setter def description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "description", value) @property @pulumi.getter(name="displayName") def display_name(self) -> Optional[pulumi.Input[str]]: """ A human-friendly name for the constraint. """ return pulumi.get(self, "display_name") @display_name.setter def display_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "display_name", value) @property @pulumi.getter(name="methodTypes") def method_types(self) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: """ A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). """ return pulumi.get(self, "method_types") @method_types.setter def method_types(self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]): pulumi.set(self, "method_types", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ Immutable. The name of the custom constraint. This is unique within the organization. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter def parent(self) -> Optional[pulumi.Input[str]]: """ The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - """ return pulumi.get(self, "parent") @parent.setter def parent(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "parent", value) @property @pulumi.getter(name="resourceTypes") def resource_types(self) -> Optional[pulumi.Input[Sequence[pulumi.Input[str]]]]: """ Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. """ return pulumi.get(self, "resource_types") @resource_types.setter def resource_types( self, value: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] ): pulumi.set(self, "resource_types", value) @property @pulumi.getter(name="updateTime") def update_time(self) -> Optional[pulumi.Input[str]]: """ Output only. The timestamp representing when the constraint was last updated. """ return pulumi.get(self, "update_time") @update_time.setter def update_time(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "update_time", value) class CustomConstraint(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, action_type: Optional[pulumi.Input[str]] = None, condition: Optional[pulumi.Input[str]] = None, description: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, method_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, parent: Optional[pulumi.Input[str]] = None, resource_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, __props__=None, ): """ Custom constraints are created by administrators to provide more granular and customizable control over the specific fields that are restricted by your organization policies. To get more information about CustomConstraint, see: * [API documentation](https://cloud.google.com/resource-manager/docs/reference/orgpolicy/rest/v2/organizations.constraints) * How-to Guides * [Official Documentation](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints) * [Supported Services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services) ```python import pulumi import pulumi_gcp as gcp constraint = gcp.orgpolicy.CustomConstraint("constraint", action_type="ALLOW", condition="resource.management.autoUpgrade == false", method_types=[ "CREATE", "UPDATE", ], parent="organizations/123456789", resource_types=["container.googleapis.com/NodePool"]) ``` ```python import pulumi import pulumi_gcp as gcp constraint = gcp.orgpolicy.CustomConstraint("constraint", action_type="ALLOW", condition="resource.management.autoUpgrade == false", description="Only allow GKE NodePool resource to be created or updated if AutoUpgrade is not enabled where this custom constraint is enforced.", display_name="Disable GKE auto upgrade", method_types=[ "CREATE", "UPDATE", ], parent="organizations/123456789", resource_types=["container.googleapis.com/NodePool"]) bool = gcp.orgpolicy.Policy("bool", parent="organizations/123456789", spec=gcp.orgpolicy.PolicySpecArgs( rules=[gcp.orgpolicy.PolicySpecRuleArgs( enforce="TRUE", )], )) ``` CustomConstraint can be imported using any of these accepted formats: * `{{parent}}/customConstraints/{{name}}` When using the `pulumi import` command, CustomConstraint can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:orgpolicy/customConstraint:CustomConstraint default {{parent}}/customConstraints/{{name}} ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] action_type: The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. :param pulumi.Input[str] condition: A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). :param pulumi.Input[str] description: A human-friendly description of the constraint to display as an error message when the policy is violated. :param pulumi.Input[str] display_name: A human-friendly name for the constraint. :param pulumi.Input[Sequence[pulumi.Input[str]]] method_types: A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). :param pulumi.Input[str] name: Immutable. The name of the custom constraint. This is unique within the organization. :param pulumi.Input[str] parent: The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - :param pulumi.Input[Sequence[pulumi.Input[str]]] resource_types: Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. """ ... @overload def __init__( __self__, resource_name: str, args: CustomConstraintArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Custom constraints are created by administrators to provide more granular and customizable control over the specific fields that are restricted by your organization policies. To get more information about CustomConstraint, see: * [API documentation](https://cloud.google.com/resource-manager/docs/reference/orgpolicy/rest/v2/organizations.constraints) * How-to Guides * [Official Documentation](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints) * [Supported Services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services) ```python import pulumi import pulumi_gcp as gcp constraint = gcp.orgpolicy.CustomConstraint("constraint", action_type="ALLOW", condition="resource.management.autoUpgrade == false", method_types=[ "CREATE", "UPDATE", ], parent="organizations/123456789", resource_types=["container.googleapis.com/NodePool"]) ``` ```python import pulumi import pulumi_gcp as gcp constraint = gcp.orgpolicy.CustomConstraint("constraint", action_type="ALLOW", condition="resource.management.autoUpgrade == false", description="Only allow GKE NodePool resource to be created or updated if AutoUpgrade is not enabled where this custom constraint is enforced.", display_name="Disable GKE auto upgrade", method_types=[ "CREATE", "UPDATE", ], parent="organizations/123456789", resource_types=["container.googleapis.com/NodePool"]) bool = gcp.orgpolicy.Policy("bool", parent="organizations/123456789", spec=gcp.orgpolicy.PolicySpecArgs( rules=[gcp.orgpolicy.PolicySpecRuleArgs( enforce="TRUE", )], )) ``` CustomConstraint can be imported using any of these accepted formats: * `{{parent}}/customConstraints/{{name}}` When using the `pulumi import` command, CustomConstraint can be imported using one of the formats above. For example: ```sh $ pulumi import gcp:orgpolicy/customConstraint:CustomConstraint default {{parent}}/customConstraints/{{name}} ``` :param str resource_name: The name of the resource. :param CustomConstraintArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( CustomConstraintArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, action_type: Optional[pulumi.Input[str]] = None, condition: Optional[pulumi.Input[str]] = None, description: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, method_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, parent: Optional[pulumi.Input[str]] = None, resource_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = CustomConstraintArgs.__new__(CustomConstraintArgs) if action_type is None and not opts.urn: raise TypeError("Missing required property 'action_type'") __props__.__dict__["action_type"] = action_type if condition is None and not opts.urn: raise TypeError("Missing required property 'condition'") __props__.__dict__["condition"] = condition __props__.__dict__["description"] = description __props__.__dict__["display_name"] = display_name if method_types is None and not opts.urn: raise TypeError("Missing required property 'method_types'") __props__.__dict__["method_types"] = method_types __props__.__dict__["name"] = name if parent is None and not opts.urn: raise TypeError("Missing required property 'parent'") __props__.__dict__["parent"] = parent if resource_types is None and not opts.urn: raise TypeError("Missing required property 'resource_types'") __props__.__dict__["resource_types"] = resource_types __props__.__dict__["update_time"] = None super(CustomConstraint, __self__).__init__( "gcp:orgpolicy/customConstraint:CustomConstraint", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, action_type: Optional[pulumi.Input[str]] = None, condition: Optional[pulumi.Input[str]] = None, description: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, method_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, name: Optional[pulumi.Input[str]] = None, parent: Optional[pulumi.Input[str]] = None, resource_types: Optional[pulumi.Input[Sequence[pulumi.Input[str]]]] = None, update_time: Optional[pulumi.Input[str]] = None, ) -> "CustomConstraint": """ Get an existing CustomConstraint resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] action_type: The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. :param pulumi.Input[str] condition: A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). :param pulumi.Input[str] description: A human-friendly description of the constraint to display as an error message when the policy is violated. :param pulumi.Input[str] display_name: A human-friendly name for the constraint. :param pulumi.Input[Sequence[pulumi.Input[str]]] method_types: A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). :param pulumi.Input[str] name: Immutable. The name of the custom constraint. This is unique within the organization. :param pulumi.Input[str] parent: The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - :param pulumi.Input[Sequence[pulumi.Input[str]]] resource_types: Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. :param pulumi.Input[str] update_time: Output only. The timestamp representing when the constraint was last updated. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _CustomConstraintState.__new__(_CustomConstraintState) __props__.__dict__["action_type"] = action_type __props__.__dict__["condition"] = condition __props__.__dict__["description"] = description __props__.__dict__["display_name"] = display_name __props__.__dict__["method_types"] = method_types __props__.__dict__["name"] = name __props__.__dict__["parent"] = parent __props__.__dict__["resource_types"] = resource_types __props__.__dict__["update_time"] = update_time return CustomConstraint(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="actionType") def action_type(self) -> pulumi.Output[str]: """ The action to take if the condition is met. Possible values are: `ALLOW`, `DENY`. """ return pulumi.get(self, "action_type") @property @pulumi.getter def condition(self) -> pulumi.Output[str]: """ A CEL condition that refers to a supported service resource, for example `resource.management.autoUpgrade == false`. For details about CEL usage, see [Common Expression Language](https://cloud.google.com/resource-manager/docs/organization-policy/creating-managing-custom-constraints#common_expression_language). """ return pulumi.get(self, "condition") @property @pulumi.getter def description(self) -> pulumi.Output[Optional[str]]: """ A human-friendly description of the constraint to display as an error message when the policy is violated. """ return pulumi.get(self, "description") @property @pulumi.getter(name="displayName") def display_name(self) -> pulumi.Output[Optional[str]]: """ A human-friendly name for the constraint. """ return pulumi.get(self, "display_name") @property @pulumi.getter(name="methodTypes") def method_types(self) -> pulumi.Output[Sequence[str]]: """ A list of RESTful methods for which to enforce the constraint. Can be `CREATE`, `UPDATE`, or both. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in [Supported services](https://cloud.google.com/resource-manager/docs/organization-policy/custom-constraint-supported-services). """ return pulumi.get(self, "method_types") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ Immutable. The name of the custom constraint. This is unique within the organization. """ return pulumi.get(self, "name") @property @pulumi.getter def parent(self) -> pulumi.Output[str]: """ The parent of the resource, an organization. Format should be `organizations/{organization_id}`. - - - """ return pulumi.get(self, "parent") @property @pulumi.getter(name="resourceTypes") def resource_types(self) -> pulumi.Output[Sequence[str]]: """ Immutable. The fully qualified name of the Google Cloud REST resource containing the object and field you want to restrict. For example, `container.googleapis.com/NodePool`. """ return pulumi.get(self, "resource_types") @property @pulumi.getter(name="updateTime") def update_time(self) -> pulumi.Output[str]: """ Output only. The timestamp representing when the constraint was last updated. """ return pulumi.get(self, "update_time")
data/pulumi_gcp-7.9.0/pulumi_gcp/orgpolicy/custom_constraint.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME networkx STORE_NAME nx LOAD_CONST 0 LOAD_CONST ('directed',) IMPORT_NAME networkx.generators IMPORT_FROM directed STORE_NAME directed POP_TOP LOAD_CONST <code object test_empty_graph_hash at 0x7fae471296f0, file "f.py", line 7> LOAD_CONST 'test_empty_graph_hash' MAKE_FUNCTION STORE_NAME test_empty_graph_hash LOAD_CONST <code object test_directed at 0x7fab800681e0, file "f.py", line 30> LOAD_CONST 'test_directed' MAKE_FUNCTION STORE_NAME test_directed LOAD_CONST <code object test_reversed at 0x7fab80068030, file "f.py", line 46> LOAD_CONST 'test_reversed' MAKE_FUNCTION STORE_NAME test_reversed LOAD_CONST <code object test_isomorphic at 0x7fab80068150, file "f.py", line 63> LOAD_CONST 'test_isomorphic' MAKE_FUNCTION STORE_NAME test_isomorphic LOAD_CONST <code object test_isomorphic_edge_attr at 0x7fab80068db0, file "f.py", line 80> LOAD_CONST 'test_isomorphic_edge_attr' MAKE_FUNCTION STORE_NAME test_isomorphic_edge_attr LOAD_CONST <code object test_missing_edge_attr at 0x7fab80068420, file "f.py", line 121> LOAD_CONST 'test_missing_edge_attr' MAKE_FUNCTION STORE_NAME test_missing_edge_attr LOAD_CONST <code object test_isomorphic_node_attr at 0x7fab80068300, file "f.py", line 131> LOAD_CONST 'test_isomorphic_node_attr' MAKE_FUNCTION STORE_NAME test_isomorphic_node_attr LOAD_CONST <code object test_missing_node_attr at 0x7fab80068ed0, file "f.py", line 172> LOAD_CONST 'test_missing_node_attr' MAKE_FUNCTION STORE_NAME test_missing_node_attr LOAD_CONST <code object test_isomorphic_edge_attr_and_node_attr at 0x7fab80068f60, file "f.py", line 183> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr' MAKE_FUNCTION STORE_NAME test_isomorphic_edge_attr_and_node_attr LOAD_CONST <code object test_digest_size at 0x7fab800685d0, file "f.py", line 233> LOAD_CONST 'test_digest_size' MAKE_FUNCTION STORE_NAME test_digest_size LOAD_CONST <code object is_subiteration at 0x7fab80068ae0, file "f.py", line 251> LOAD_CONST 'is_subiteration' MAKE_FUNCTION STORE_NAME is_subiteration LOAD_CONST <code object hexdigest_sizes_correct at 0x7fadb5811c00, file "f.py", line 259> LOAD_CONST 'hexdigest_sizes_correct' MAKE_FUNCTION STORE_NAME hexdigest_sizes_correct LOAD_CONST <code object test_empty_graph_subgraph_hash at 0x7fa90e62b150, file "f.py", line 270> LOAD_CONST 'test_empty_graph_subgraph_hash' MAKE_FUNCTION STORE_NAME test_empty_graph_subgraph_hash LOAD_CONST <code object test_directed_subgraph_hash at 0x7fa90e62b9c0, file "f.py", line 289> LOAD_CONST 'test_directed_subgraph_hash' MAKE_FUNCTION STORE_NAME test_directed_subgraph_hash LOAD_CONST <code object test_reversed_subgraph_hash at 0x7fa90e62b540, file "f.py", line 305> LOAD_CONST 'test_reversed_subgraph_hash' MAKE_FUNCTION STORE_NAME test_reversed_subgraph_hash LOAD_CONST <code object test_isomorphic_subgraph_hash at 0x7fa90e62ba50, file "f.py", line 322> LOAD_CONST 'test_isomorphic_subgraph_hash' MAKE_FUNCTION STORE_NAME test_isomorphic_subgraph_hash LOAD_CONST <code object test_isomorphic_edge_attr_subgraph_hash at 0x7fab8231b300, file "f.py", line 339> LOAD_CONST 'test_isomorphic_edge_attr_subgraph_hash' MAKE_FUNCTION STORE_NAME test_isomorphic_edge_attr_subgraph_hash LOAD_CONST <code object test_missing_edge_attr_subgraph_hash at 0x7fab8231bed0, file "f.py", line 384> LOAD_CONST 'test_missing_edge_attr_subgraph_hash' MAKE_FUNCTION STORE_NAME test_missing_edge_attr_subgraph_hash LOAD_CONST <code object test_isomorphic_node_attr_subgraph_hash at 0x7fab81f3bc90, file "f.py", line 396> LOAD_CONST 'test_isomorphic_node_attr_subgraph_hash' MAKE_FUNCTION STORE_NAME test_isomorphic_node_attr_subgraph_hash LOAD_CONST <code object test_missing_node_attr_subgraph_hash at 0x7fab81f3b390, file "f.py", line 441> LOAD_CONST 'test_missing_node_attr_subgraph_hash' MAKE_FUNCTION STORE_NAME test_missing_node_attr_subgraph_hash LOAD_CONST <code object test_isomorphic_edge_attr_and_node_attr_subgraph_hash at 0x7fab81f3bc00, file "f.py", line 454> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr_subgraph_hash' MAKE_FUNCTION STORE_NAME test_isomorphic_edge_attr_and_node_attr_subgraph_hash LOAD_CONST <code object test_iteration_depth at 0x7fab81f3b540, file "f.py", line 508> LOAD_CONST 'test_iteration_depth' MAKE_FUNCTION STORE_NAME test_iteration_depth LOAD_CONST <code object test_iteration_depth_edge_attr at 0x7fab81f86270, file "f.py", line 532> LOAD_CONST 'test_iteration_depth_edge_attr' MAKE_FUNCTION STORE_NAME test_iteration_depth_edge_attr LOAD_CONST <code object test_iteration_depth_node_attr at 0x7fab81f864b0, file "f.py", line 566> LOAD_CONST 'test_iteration_depth_node_attr' MAKE_FUNCTION STORE_NAME test_iteration_depth_node_attr LOAD_CONST <code object test_iteration_depth_node_edge_attr at 0x7fab81f868a0, file "f.py", line 599> LOAD_CONST 'test_iteration_depth_node_edge_attr' MAKE_FUNCTION STORE_NAME test_iteration_depth_node_edge_attr LOAD_CONST <code object test_digest_size_subgraph_hash at 0x7fab81f86930, file "f.py", line 636> LOAD_CONST 'test_digest_size_subgraph_hash' MAKE_FUNCTION STORE_NAME test_digest_size_subgraph_hash LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD empty_graph CALL_METHOD STORE_FAST G1 LOAD_GLOBAL nx LOAD_METHOD empty_graph CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G1 CALL_METHOD STORE_FAST h1 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G2 CALL_METHOD STORE_FAST h2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST h3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST h4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST h5 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 10 LOAD_CONST ('iterations',) CALL_FUNCTION STORE_FAST h6 LOAD_FAST h1 LOAD_FAST h2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST h1 LOAD_FAST h3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST h1 LOAD_FAST h4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST h1 LOAD_FAST h5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST h1 LOAD_FAST h6 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 10 STORE_FAST r SETUP_LOOP to 86 LOAD_GLOBAL range LOAD_FAST r CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR gn_graph LOAD_CONST 10 LOAD_FAST r BINARY_ADD LOAD_CONST 100 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G_directed LOAD_GLOBAL nx LOAD_METHOD to_undirected LOAD_FAST G_directed CALL_METHOD STORE_FAST G_undirected LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G_directed CALL_METHOD STORE_FAST h_directed LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G_undirected CALL_METHOD STORE_FAST h_undirected LOAD_FAST h_directed LOAD_FAST h_undirected COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nx LOAD_ATTR cycle_graph LOAD_CONST 5 LOAD_GLOBAL nx LOAD_ATTR DiGraph LOAD_CONST ('create_using',) CALL_FUNCTION STORE_FAST G LOAD_GLOBAL nx LOAD_ATTR set_node_attributes LOAD_FAST G LOAD_CONST <code object <dictcomp> at 0x7fab80068780, file "f.py", line 53> LOAD_CONST 'test_reversed.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST 'label' LOAD_CONST ('name',) CALL_FUNCTION POP_TOP LOAD_FAST G LOAD_METHOD reverse CALL_METHOD STORE_FAST G_reversed LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G LOAD_CONST 'label' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST h LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G_reversed LOAD_CONST 'label' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST h_reversed LOAD_FAST h LOAD_FAST h_reversed COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST n LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION LOAD_FAST n MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 122 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 120 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 200 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab800689c0, file "f.py", line 72> LOAD_CONST 'test_isomorphic.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G1 CALL_METHOD STORE_FAST g1_hash LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G2 CALL_METHOD STORE_FAST g2_hash LOAD_FAST g1_hash LOAD_FAST g2_hash COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 302 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 300 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 300 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 140 LOAD_FAST G1 LOAD_ATTR edges GET_ITER FOR_ITER to 138 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_edge_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'edge_attr2' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_edge_attr2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST None LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_no_edge_attr LOAD_FAST g1_hash_with_edge_attr1 LOAD_FAST g1_hash_no_edge_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr2 LOAD_FAST g1_hash_no_edge_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr1 LOAD_FAST g1_hash_with_edge_attr2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab80068c00, file "f.py", line 108> LOAD_CONST 'test_isomorphic_edge_attr.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_edge_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr2' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_edge_attr2 LOAD_FAST g1_hash_with_edge_attr1 LOAD_FAST g2_hash_with_edge_attr1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr2 LOAD_FAST g2_hash_with_edge_attr2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD Graph CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD add_edges_from LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 'edge_attr1' LOAD_CONST 'a' BUILD_MAP BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 3 BUILD_MAP BUILD_TUPLE BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL KeyError LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 282 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 280 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 400 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 120 LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 118 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR LOAD_FAST u FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_node_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'node_attr2' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_node_attr2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST None LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_no_node_attr LOAD_FAST g1_hash_with_node_attr1 LOAD_FAST g1_hash_no_node_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr2 LOAD_FAST g1_hash_no_node_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr1 LOAD_FAST g1_hash_with_node_attr2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab800684b0, file "f.py", line 159> LOAD_CONST 'test_isomorphic_node_attr.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_node_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'node_attr2' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_node_attr2 LOAD_FAST g1_hash_with_node_attr1 LOAD_FAST g2_hash_with_node_attr1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr2 LOAD_FAST g2_hash_with_node_attr2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD Graph CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD add_nodes_from LOAD_CONST 1 LOAD_CONST 'node_attr1' LOAD_CONST 'a' BUILD_MAP BUILD_TUPLE LOAD_CONST 2 BUILD_MAP BUILD_TUPLE BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD add_edges_from LOAD_CONST (1, 2) LOAD_CONST (2, 3) LOAD_CONST (3, 1) LOAD_CONST (1, 4) BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL KeyError LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 414 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 412 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 500 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 122 LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 120 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR LOAD_FAST u FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 198 LOAD_FAST G1 LOAD_ATTR edges GET_ITER FOR_ITER to 196 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge1_node1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'edge_attr2' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge2_node2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge1_node2 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G1 CALL_METHOD STORE_FAST g1_hash_no_attr LOAD_FAST g1_hash_edge1_node1 LOAD_FAST g1_hash_no_attr COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge2_node2 LOAD_FAST g1_hash_no_attr COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node1 LOAD_FAST g1_hash_edge2_node2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node2 LOAD_FAST g1_hash_edge2_node2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node2 LOAD_FAST g1_hash_edge1_node1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab80068d20, file "f.py", line 220> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g2_hash_edge1_node1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G2 LOAD_CONST 'edge_attr2' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g2_hash_edge2_node2 LOAD_FAST g1_hash_edge1_node1 LOAD_FAST g2_hash_edge1_node1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge2_node2 LOAD_FAST g2_hash_edge2_node2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 132 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 130 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 1000 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_graph_hash LOAD_FAST G CALL_METHOD STORE_FAST h16 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_graph_hash LOAD_FAST G LOAD_CONST 32 LOAD_CONST ('digest_size',) CALL_FUNCTION STORE_FAST h32 LOAD_FAST h16 LOAD_FAST h32 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST h16 CALL_FUNCTION LOAD_CONST 32 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST h32 CALL_FUNCTION LOAD_CONST 64 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CLOSURE b BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab800688a0, file "f.py", line 256> LOAD_CONST 'is_subiteration.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST a LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 38 UNPACK_SEQUENCE STORE_FAST node STORE_FAST hashes LOAD_DEREF b LOAD_FAST node BINARY_SUBSCR LOAD_CONST None LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION BUILD_SLICE BINARY_SUBSCR LOAD_FAST hashes COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST digest_size LOAD_CONST 2 BINARY_MULTIPLY STORE_DEREF hexdigest_size LOAD_CLOSURE hexdigest_size BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab80068b70, file "f.py", line 266> LOAD_CONST 'hexdigest_sizes_correct.<locals>.<lambda>' MAKE_FUNCTION STORE_DEREF list_digest_sizes_correct LOAD_GLOBAL all LOAD_CLOSURE list_digest_sizes_correct BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab80068660, file "f.py", line 267> LOAD_CONST 'hexdigest_sizes_correct.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST a LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL all LOAD_CLOSURE hexdigest_size BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab80068810, file "f.py", line 266> LOAD_CONST 'hexdigest_sizes_correct.<locals>.<lambda>.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST l GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST x LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_DEREF hexdigest_size COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST hashes LOAD_DEREF list_digest_sizes_correct LOAD_FAST hashes CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD empty_graph CALL_METHOD STORE_FAST G LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G CALL_METHOD STORE_FAST subgraph_hashes1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST subgraph_hashes2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST subgraph_hashes3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 2 LOAD_CONST ('iterations',) CALL_FUNCTION STORE_FAST subgraph_hashes4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 64 LOAD_CONST ('digest_size',) CALL_FUNCTION STORE_FAST subgraph_hashes5 LOAD_FAST subgraph_hashes1 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST subgraph_hashes2 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST subgraph_hashes3 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST subgraph_hashes4 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST subgraph_hashes5 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 10 STORE_FAST r SETUP_LOOP to 86 LOAD_GLOBAL range LOAD_FAST r CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR gn_graph LOAD_CONST 10 LOAD_FAST r BINARY_ADD LOAD_CONST 100 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G_directed LOAD_GLOBAL nx LOAD_METHOD to_undirected LOAD_FAST G_directed CALL_METHOD STORE_FAST G_undirected LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G_directed CALL_METHOD STORE_FAST directed_subgraph_hashes LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G_undirected CALL_METHOD STORE_FAST undirected_subgraph_hashes LOAD_FAST directed_subgraph_hashes LOAD_FAST undirected_subgraph_hashes COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL nx LOAD_ATTR cycle_graph LOAD_CONST 5 LOAD_GLOBAL nx LOAD_ATTR DiGraph LOAD_CONST ('create_using',) CALL_FUNCTION STORE_FAST G LOAD_GLOBAL nx LOAD_ATTR set_node_attributes LOAD_FAST G LOAD_CONST <code object <dictcomp> at 0x7fa90e62bc00, file "f.py", line 312> LOAD_CONST 'test_reversed_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST 'label' LOAD_CONST ('name',) CALL_FUNCTION POP_TOP LOAD_FAST G LOAD_METHOD reverse CALL_METHOD STORE_FAST G_reversed LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'label' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST h LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G_reversed LOAD_CONST 'label' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST h_reversed LOAD_FAST h LOAD_FAST h_reversed COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST n LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION LOAD_FAST n MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 136 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 134 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 200 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fa90e62bae0, file "f.py", line 331> LOAD_CONST 'test_isomorphic_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 CALL_METHOD STORE_FAST g1_subgraph_hashes LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 CALL_METHOD STORE_FAST g2_subgraph_hashes LOAD_FAST g1_subgraph_hashes LOAD_CONST <code object <dictcomp> at 0x7fa90e62bc90, file "f.py", line 336> LOAD_CONST 'test_isomorphic_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_subgraph_hashes LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 330 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 328 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 300 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 140 LOAD_FAST G1 LOAD_ATTR edges GET_ITER FOR_ITER to 138 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_edge_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'edge_attr2' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_edge_attr2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST None LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g1_hash_no_edge_attr LOAD_FAST g1_hash_with_edge_attr1 LOAD_FAST g1_hash_no_edge_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr2 LOAD_FAST g1_hash_no_edge_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr1 LOAD_FAST g1_hash_with_edge_attr2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fa90e62b0c0, file "f.py", line 367> LOAD_CONST 'test_isomorphic_edge_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_edge_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'edge_attr2' LOAD_CONST ('edge_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_edge_attr2 LOAD_FAST g1_hash_with_edge_attr1 LOAD_CONST <code object <dictcomp> at 0x7fa90e62b6f0, file "f.py", line 376> LOAD_CONST 'test_isomorphic_edge_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_with_edge_attr1 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_edge_attr2 LOAD_CONST <code object <dictcomp> at 0x7fab8231bae0, file "f.py", line 379> LOAD_CONST 'test_isomorphic_edge_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_with_edge_attr2 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD Graph CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD add_edges_from LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 'edge_attr1' LOAD_CONST 'a' BUILD_MAP BUILD_TUPLE LOAD_CONST 1 LOAD_CONST 3 BUILD_MAP BUILD_TUPLE BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL KeyError LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST ('edge_attr',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 312 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 310 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 400 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 122 LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 120 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR LOAD_FAST u FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_node_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'node_attr2' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_with_node_attr2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST None LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g1_hash_no_node_attr LOAD_FAST g1_hash_with_node_attr1 LOAD_FAST g1_hash_no_node_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr2 LOAD_FAST g1_hash_no_node_attr COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr1 LOAD_FAST g1_hash_with_node_attr2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab8231b150, file "f.py", line 424> LOAD_CONST 'test_isomorphic_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_node_attr1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'node_attr2' LOAD_CONST ('node_attr',) CALL_FUNCTION STORE_FAST g2_hash_with_node_attr2 LOAD_FAST g1_hash_with_node_attr1 LOAD_CONST <code object <dictcomp> at 0x7fab8231b030, file "f.py", line 433> LOAD_CONST 'test_isomorphic_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_with_node_attr1 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_with_node_attr2 LOAD_CONST <code object <dictcomp> at 0x7fab81f3b420, file "f.py", line 436> LOAD_CONST 'test_isomorphic_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_with_node_attr2 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL nx LOAD_METHOD Graph CALL_METHOD STORE_FAST G LOAD_FAST G LOAD_METHOD add_nodes_from LOAD_CONST 1 LOAD_CONST 'node_attr1' LOAD_CONST 'a' BUILD_MAP BUILD_TUPLE LOAD_CONST 2 BUILD_MAP BUILD_TUPLE BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST G LOAD_METHOD add_edges_from LOAD_CONST (1, 2) LOAD_CONST (2, 3) LOAD_CONST (3, 1) LOAD_CONST (1, 4) BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL KeyError LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'node_attr1' LOAD_CONST ('node_attr',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 442 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 440 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 500 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G1 SETUP_LOOP to 122 LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 120 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR LOAD_FAST u FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 198 LOAD_FAST G1 LOAD_ATTR edges GET_ITER FOR_ITER to 196 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-2' BUILD_STRING LOAD_FAST G1 LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr2' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge1_node1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'edge_attr2' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge2_node2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g1_hash_edge1_node2 LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G1 CALL_METHOD STORE_FAST g1_hash_no_attr LOAD_FAST g1_hash_edge1_node1 LOAD_FAST g1_hash_no_attr COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge2_node2 LOAD_FAST g1_hash_no_attr COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node1 LOAD_FAST g1_hash_edge2_node2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node2 LOAD_FAST g1_hash_edge2_node2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge1_node2 LOAD_FAST g1_hash_edge1_node1 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL nx LOAD_METHOD relabel_nodes LOAD_FAST G1 LOAD_CONST <code object <dictcomp> at 0x7fab81f3b9c0, file "f.py", line 491> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST G1 LOAD_METHOD nodes CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST G2 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g2_hash_edge1_node1 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G2 LOAD_CONST 'edge_attr2' LOAD_CONST 'node_attr2' LOAD_CONST ('edge_attr', 'node_attr') CALL_FUNCTION STORE_FAST g2_hash_edge2_node2 LOAD_FAST g1_hash_edge1_node1 LOAD_CONST <code object <dictcomp> at 0x7fab81f3be40, file "f.py", line 500> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_edge1_node1 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g1_hash_edge2_node2 LOAD_CONST <code object <dictcomp> at 0x7fab81f3b660, file "f.py", line 503> LOAD_CONST 'test_isomorphic_edge_attr_and_node_attr_subgraph_hash.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST g2_hash_edge2_node2 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST u LOAD_CONST -1 LOAD_FAST u BINARY_MULTIPLY LOAD_FAST u MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_CONST -1 LOAD_FAST k BINARY_MULTIPLY MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 226 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 224 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 600 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 3 LOAD_CONST ('iterations',) CALL_FUNCTION STORE_FAST depth3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 4 LOAD_CONST ('iterations',) CALL_FUNCTION STORE_FAST depth4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 5 LOAD_CONST ('iterations',) CALL_FUNCTION STORE_FAST depth5 LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f3b1e0, file "f.py", line 523> LOAD_CONST 'test_iteration_depth.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth3 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f3b0c0, file "f.py", line 524> LOAD_CONST 'test_iteration_depth.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth4 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f3b4b0, file "f.py", line 525> LOAD_CONST 'test_iteration_depth.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth5 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth4 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth4 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 284 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 282 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 700 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G SETUP_LOOP to 110 LOAD_FAST G LOAD_ATTR edges GET_ITER FOR_ITER to 108 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 3 LOAD_CONST ('edge_attr', 'iterations') CALL_FUNCTION STORE_FAST depth3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 4 LOAD_CONST ('edge_attr', 'iterations') CALL_FUNCTION STORE_FAST depth4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 5 LOAD_CONST ('edge_attr', 'iterations') CALL_FUNCTION STORE_FAST depth5 LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86030, file "f.py", line 557> LOAD_CONST 'test_iteration_depth_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth3 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f860c0, file "f.py", line 558> LOAD_CONST 'test_iteration_depth_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth4 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86150, file "f.py", line 559> LOAD_CONST 'test_iteration_depth_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth5 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth4 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth4 LOAD_FAST depth5 CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 270 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 268 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 800 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G SETUP_LOOP to 98 LOAD_FAST G LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 96 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'node_attr1' LOAD_CONST 3 LOAD_CONST ('node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'node_attr1' LOAD_CONST 4 LOAD_CONST ('node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'node_attr1' LOAD_CONST 5 LOAD_CONST ('node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth5 LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86300, file "f.py", line 590> LOAD_CONST 'test_iteration_depth_node_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth3 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86390, file "f.py", line 591> LOAD_CONST 'test_iteration_depth_node_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth4 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86420, file "f.py", line 592> LOAD_CONST 'test_iteration_depth_node_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth5 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth4 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth4 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p EXTENDED_ARG SETUP_LOOP to 336 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 334 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 900 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G SETUP_LOOP to 102 LOAD_FAST G LOAD_METHOD nodes CALL_METHOD GET_ITER FOR_ITER to 100 STORE_FAST u LOAD_FAST u FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G LOAD_ATTR nodes LOAD_FAST u BINARY_SUBSCR LOAD_CONST 'node_attr1' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_FAST G LOAD_ATTR edges GET_ITER FOR_ITER to 148 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a FORMAT_VALUE LOAD_CONST '-' LOAD_FAST b FORMAT_VALUE LOAD_CONST '-1' BUILD_STRING LOAD_FAST G LOAD_FAST a BINARY_SUBSCR LOAD_FAST b BINARY_SUBSCR LOAD_CONST 'edge_attr1' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST 3 LOAD_CONST ('edge_attr', 'node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth3 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST 4 LOAD_CONST ('edge_attr', 'node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth4 LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 'edge_attr1' LOAD_CONST 'node_attr1' LOAD_CONST 5 LOAD_CONST ('edge_attr', 'node_attr', 'iterations') CALL_FUNCTION STORE_FAST depth5 LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86540, file "f.py", line 627> LOAD_CONST 'test_iteration_depth_node_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth3 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f865d0, file "f.py", line 628> LOAD_CONST 'test_iteration_depth_node_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth4 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab81f86660, file "f.py", line 629> LOAD_CONST 'test_iteration_depth_node_edge_attr.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST depth5 LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth4 CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth4 LOAD_FAST depth5 CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_subiteration LOAD_FAST depth3 LOAD_FAST depth5 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST hashes LOAD_GLOBAL len LOAD_FAST hashes CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 10) UNPACK_SEQUENCE STORE_FAST n STORE_FAST r LOAD_CONST 1.0 LOAD_FAST r BINARY_TRUE_DIVIDE STORE_FAST p SETUP_LOOP to 128 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST r LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 126 STORE_FAST i LOAD_GLOBAL nx LOAD_ATTR erdos_renyi_graph LOAD_FAST n LOAD_FAST p LOAD_FAST i BINARY_MULTIPLY LOAD_CONST 1000 LOAD_FAST i BINARY_ADD LOAD_CONST ('seed',) CALL_FUNCTION STORE_FAST G LOAD_GLOBAL nx LOAD_METHOD weisfeiler_lehman_subgraph_hashes LOAD_FAST G CALL_METHOD STORE_FAST digest_size16_hashes LOAD_GLOBAL nx LOAD_ATTR weisfeiler_lehman_subgraph_hashes LOAD_FAST G LOAD_CONST 32 LOAD_CONST ('digest_size',) CALL_FUNCTION STORE_FAST digest_size32_hashes LOAD_FAST digest_size16_hashes LOAD_FAST digest_size32_hashes COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hexdigest_sizes_correct LOAD_FAST digest_size16_hashes LOAD_CONST 16 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hexdigest_sizes_correct LOAD_FAST digest_size32_hashes LOAD_CONST 32 CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
import pytest import networkx as nx from networkx.generators import directed def test_empty_graph_hash(): """ empty graphs should give hashes regardless of other params """ G1 = nx.empty_graph() G2 = nx.empty_graph() h1 = nx.weisfeiler_lehman_graph_hash(G1) h2 = nx.weisfeiler_lehman_graph_hash(G2) h3 = nx.weisfeiler_lehman_graph_hash(G2, edge_attr="edge_attr1") h4 = nx.weisfeiler_lehman_graph_hash(G2, node_attr="node_attr1") h5 = nx.weisfeiler_lehman_graph_hash( G2, edge_attr="edge_attr1", node_attr="node_attr1" ) h6 = nx.weisfeiler_lehman_graph_hash(G2, iterations=10) assert h1 == h2 assert h1 == h3 assert h1 == h4 assert h1 == h5 assert h1 == h6 def test_directed(): """ A directed graph with no bi-directional edges should yield different a graph hash to the same graph taken as undirected if there are no hash collisions. """ r = 10 for i in range(r): G_directed = nx.gn_graph(10 + r, seed=100 + i) G_undirected = nx.to_undirected(G_directed) h_directed = nx.weisfeiler_lehman_graph_hash(G_directed) h_undirected = nx.weisfeiler_lehman_graph_hash(G_undirected) assert h_directed != h_undirected def test_reversed(): """ A directed graph with no bi-directional edges should yield different a graph hash to the same graph taken with edge directions reversed if there are no hash collisions. Here we test a cycle graph which is the minimal counterexample """ G = nx.cycle_graph(5, create_using=nx.DiGraph) nx.set_node_attributes(G, {n: str(n) for n in G.nodes()}, name="label") G_reversed = G.reverse() h = nx.weisfeiler_lehman_graph_hash(G, node_attr="label") h_reversed = nx.weisfeiler_lehman_graph_hash(G_reversed, node_attr="label") assert h != h_reversed def test_isomorphic(): """ graph hashes should be invariant to node-relabeling (when the output is reindexed by the same mapping) """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=200 + i) G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g1_hash = nx.weisfeiler_lehman_graph_hash(G1) g2_hash = nx.weisfeiler_lehman_graph_hash(G2) assert g1_hash == g2_hash def test_isomorphic_edge_attr(): """ Isomorphic graphs with differing edge attributes should yield different graph hashes if the 'edge_attr' argument is supplied and populated in the graph, and there are no hash collisions. The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=300 + i) for a, b in G1.edges: G1[a][b]["edge_attr1"] = f"{a}-{b}-1" G1[a][b]["edge_attr2"] = f"{a}-{b}-2" g1_hash_with_edge_attr1 = nx.weisfeiler_lehman_graph_hash( G1, edge_attr="edge_attr1" ) g1_hash_with_edge_attr2 = nx.weisfeiler_lehman_graph_hash( G1, edge_attr="edge_attr2" ) g1_hash_no_edge_attr = nx.weisfeiler_lehman_graph_hash(G1, edge_attr=None) assert g1_hash_with_edge_attr1 != g1_hash_no_edge_attr assert g1_hash_with_edge_attr2 != g1_hash_no_edge_attr assert g1_hash_with_edge_attr1 != g1_hash_with_edge_attr2 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_with_edge_attr1 = nx.weisfeiler_lehman_graph_hash( G2, edge_attr="edge_attr1" ) g2_hash_with_edge_attr2 = nx.weisfeiler_lehman_graph_hash( G2, edge_attr="edge_attr2" ) assert g1_hash_with_edge_attr1 == g2_hash_with_edge_attr1 assert g1_hash_with_edge_attr2 == g2_hash_with_edge_attr2 def test_missing_edge_attr(): """ If the 'edge_attr' argument is supplied but is missing from an edge in the graph, we should raise a KeyError """ G = nx.Graph() G.add_edges_from([(1, 2, {"edge_attr1": "a"}), (1, 3, {})]) pytest.raises(KeyError, nx.weisfeiler_lehman_graph_hash, G, edge_attr="edge_attr1") def test_isomorphic_node_attr(): """ Isomorphic graphs with differing node attributes should yield different graph hashes if the 'node_attr' argument is supplied and populated in the graph, and there are no hash collisions. The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=400 + i) for u in G1.nodes(): G1.nodes[u]["node_attr1"] = f"{u}-1" G1.nodes[u]["node_attr2"] = f"{u}-2" g1_hash_with_node_attr1 = nx.weisfeiler_lehman_graph_hash( G1, node_attr="node_attr1" ) g1_hash_with_node_attr2 = nx.weisfeiler_lehman_graph_hash( G1, node_attr="node_attr2" ) g1_hash_no_node_attr = nx.weisfeiler_lehman_graph_hash(G1, node_attr=None) assert g1_hash_with_node_attr1 != g1_hash_no_node_attr assert g1_hash_with_node_attr2 != g1_hash_no_node_attr assert g1_hash_with_node_attr1 != g1_hash_with_node_attr2 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_with_node_attr1 = nx.weisfeiler_lehman_graph_hash( G2, node_attr="node_attr1" ) g2_hash_with_node_attr2 = nx.weisfeiler_lehman_graph_hash( G2, node_attr="node_attr2" ) assert g1_hash_with_node_attr1 == g2_hash_with_node_attr1 assert g1_hash_with_node_attr2 == g2_hash_with_node_attr2 def test_missing_node_attr(): """ If the 'node_attr' argument is supplied but is missing from a node in the graph, we should raise a KeyError """ G = nx.Graph() G.add_nodes_from([(1, {"node_attr1": "a"}), (2, {})]) G.add_edges_from([(1, 2), (2, 3), (3, 1), (1, 4)]) pytest.raises(KeyError, nx.weisfeiler_lehman_graph_hash, G, node_attr="node_attr1") def test_isomorphic_edge_attr_and_node_attr(): """ Isomorphic graphs with differing node attributes should yield different graph hashes if the 'node_attr' and 'edge_attr' argument is supplied and populated in the graph, and there are no hash collisions. The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=500 + i) for u in G1.nodes(): G1.nodes[u]["node_attr1"] = f"{u}-1" G1.nodes[u]["node_attr2"] = f"{u}-2" for a, b in G1.edges: G1[a][b]["edge_attr1"] = f"{a}-{b}-1" G1[a][b]["edge_attr2"] = f"{a}-{b}-2" g1_hash_edge1_node1 = nx.weisfeiler_lehman_graph_hash( G1, edge_attr="edge_attr1", node_attr="node_attr1" ) g1_hash_edge2_node2 = nx.weisfeiler_lehman_graph_hash( G1, edge_attr="edge_attr2", node_attr="node_attr2" ) g1_hash_edge1_node2 = nx.weisfeiler_lehman_graph_hash( G1, edge_attr="edge_attr1", node_attr="node_attr2" ) g1_hash_no_attr = nx.weisfeiler_lehman_graph_hash(G1) assert g1_hash_edge1_node1 != g1_hash_no_attr assert g1_hash_edge2_node2 != g1_hash_no_attr assert g1_hash_edge1_node1 != g1_hash_edge2_node2 assert g1_hash_edge1_node2 != g1_hash_edge2_node2 assert g1_hash_edge1_node2 != g1_hash_edge1_node1 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_edge1_node1 = nx.weisfeiler_lehman_graph_hash( G2, edge_attr="edge_attr1", node_attr="node_attr1" ) g2_hash_edge2_node2 = nx.weisfeiler_lehman_graph_hash( G2, edge_attr="edge_attr2", node_attr="node_attr2" ) assert g1_hash_edge1_node1 == g2_hash_edge1_node1 assert g1_hash_edge2_node2 == g2_hash_edge2_node2 def test_digest_size(): """ The hash string lengths should be as expected for a variety of graphs and digest sizes """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=1000 + i) h16 = nx.weisfeiler_lehman_graph_hash(G) h32 = nx.weisfeiler_lehman_graph_hash(G, digest_size=32) assert h16 != h32 assert len(h16) == 16 * 2 assert len(h32) == 32 * 2 def is_subiteration(a, b): """ returns True if that each hash sequence in 'a' is a prefix for the corresponding sequence indexed by the same node in 'b'. """ return all(b[node][: len(hashes)] == hashes for node, hashes in a.items()) def hexdigest_sizes_correct(a, digest_size): """ returns True if all hex digest sizes are the expected length in a node:subgraph-hashes dictionary. Hex digest string length == 2 * bytes digest length since each pair of hex digits encodes 1 byte (https://docs.python.org/3/library/hashlib.html) """ hexdigest_size = digest_size * 2 list_digest_sizes_correct = lambda l: all(len(x) == hexdigest_size for x in l) return all(list_digest_sizes_correct(hashes) for hashes in a.values()) def test_empty_graph_subgraph_hash(): """ " empty graphs should give empty dict subgraph hashes regardless of other params """ G = nx.empty_graph() subgraph_hashes1 = nx.weisfeiler_lehman_subgraph_hashes(G) subgraph_hashes2 = nx.weisfeiler_lehman_subgraph_hashes(G, edge_attr="edge_attr") subgraph_hashes3 = nx.weisfeiler_lehman_subgraph_hashes(G, node_attr="edge_attr") subgraph_hashes4 = nx.weisfeiler_lehman_subgraph_hashes(G, iterations=2) subgraph_hashes5 = nx.weisfeiler_lehman_subgraph_hashes(G, digest_size=64) assert subgraph_hashes1 == {} assert subgraph_hashes2 == {} assert subgraph_hashes3 == {} assert subgraph_hashes4 == {} assert subgraph_hashes5 == {} def test_directed_subgraph_hash(): """ A directed graph with no bi-directional edges should yield different subgraph hashes to the same graph taken as undirected, if all hashes don't collide. """ r = 10 for i in range(r): G_directed = nx.gn_graph(10 + r, seed=100 + i) G_undirected = nx.to_undirected(G_directed) directed_subgraph_hashes = nx.weisfeiler_lehman_subgraph_hashes(G_directed) undirected_subgraph_hashes = nx.weisfeiler_lehman_subgraph_hashes(G_undirected) assert directed_subgraph_hashes != undirected_subgraph_hashes def test_reversed_subgraph_hash(): """ A directed graph with no bi-directional edges should yield different subgraph hashes to the same graph taken with edge directions reversed if there are no hash collisions. Here we test a cycle graph which is the minimal counterexample """ G = nx.cycle_graph(5, create_using=nx.DiGraph) nx.set_node_attributes(G, {n: str(n) for n in G.nodes()}, name="label") G_reversed = G.reverse() h = nx.weisfeiler_lehman_subgraph_hashes(G, node_attr="label") h_reversed = nx.weisfeiler_lehman_subgraph_hashes(G_reversed, node_attr="label") assert h != h_reversed def test_isomorphic_subgraph_hash(): """ the subgraph hashes should be invariant to node-relabeling when the output is reindexed by the same mapping and all hashes don't collide. """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=200 + i) G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g1_subgraph_hashes = nx.weisfeiler_lehman_subgraph_hashes(G1) g2_subgraph_hashes = nx.weisfeiler_lehman_subgraph_hashes(G2) assert g1_subgraph_hashes == {-1 * k: v for k, v in g2_subgraph_hashes.items()} def test_isomorphic_edge_attr_subgraph_hash(): """ Isomorphic graphs with differing edge attributes should yield different subgraph hashes if the 'edge_attr' argument is supplied and populated in the graph, and all hashes don't collide. The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=300 + i) for a, b in G1.edges: G1[a][b]["edge_attr1"] = f"{a}-{b}-1" G1[a][b]["edge_attr2"] = f"{a}-{b}-2" g1_hash_with_edge_attr1 = nx.weisfeiler_lehman_subgraph_hashes( G1, edge_attr="edge_attr1" ) g1_hash_with_edge_attr2 = nx.weisfeiler_lehman_subgraph_hashes( G1, edge_attr="edge_attr2" ) g1_hash_no_edge_attr = nx.weisfeiler_lehman_subgraph_hashes(G1, edge_attr=None) assert g1_hash_with_edge_attr1 != g1_hash_no_edge_attr assert g1_hash_with_edge_attr2 != g1_hash_no_edge_attr assert g1_hash_with_edge_attr1 != g1_hash_with_edge_attr2 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_with_edge_attr1 = nx.weisfeiler_lehman_subgraph_hashes( G2, edge_attr="edge_attr1" ) g2_hash_with_edge_attr2 = nx.weisfeiler_lehman_subgraph_hashes( G2, edge_attr="edge_attr2" ) assert g1_hash_with_edge_attr1 == { -1 * k: v for k, v in g2_hash_with_edge_attr1.items() } assert g1_hash_with_edge_attr2 == { -1 * k: v for k, v in g2_hash_with_edge_attr2.items() } def test_missing_edge_attr_subgraph_hash(): """ If the 'edge_attr' argument is supplied but is missing from an edge in the graph, we should raise a KeyError """ G = nx.Graph() G.add_edges_from([(1, 2, {"edge_attr1": "a"}), (1, 3, {})]) pytest.raises( KeyError, nx.weisfeiler_lehman_subgraph_hashes, G, edge_attr="edge_attr1" ) def test_isomorphic_node_attr_subgraph_hash(): """ Isomorphic graphs with differing node attributes should yield different subgraph hashes if the 'node_attr' argument is supplied and populated in the graph, and all hashes don't collide. The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=400 + i) for u in G1.nodes(): G1.nodes[u]["node_attr1"] = f"{u}-1" G1.nodes[u]["node_attr2"] = f"{u}-2" g1_hash_with_node_attr1 = nx.weisfeiler_lehman_subgraph_hashes( G1, node_attr="node_attr1" ) g1_hash_with_node_attr2 = nx.weisfeiler_lehman_subgraph_hashes( G1, node_attr="node_attr2" ) g1_hash_no_node_attr = nx.weisfeiler_lehman_subgraph_hashes(G1, node_attr=None) assert g1_hash_with_node_attr1 != g1_hash_no_node_attr assert g1_hash_with_node_attr2 != g1_hash_no_node_attr assert g1_hash_with_node_attr1 != g1_hash_with_node_attr2 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_with_node_attr1 = nx.weisfeiler_lehman_subgraph_hashes( G2, node_attr="node_attr1" ) g2_hash_with_node_attr2 = nx.weisfeiler_lehman_subgraph_hashes( G2, node_attr="node_attr2" ) assert g1_hash_with_node_attr1 == { -1 * k: v for k, v in g2_hash_with_node_attr1.items() } assert g1_hash_with_node_attr2 == { -1 * k: v for k, v in g2_hash_with_node_attr2.items() } def test_missing_node_attr_subgraph_hash(): """ If the 'node_attr' argument is supplied but is missing from a node in the graph, we should raise a KeyError """ G = nx.Graph() G.add_nodes_from([(1, {"node_attr1": "a"}), (2, {})]) G.add_edges_from([(1, 2), (2, 3), (3, 1), (1, 4)]) pytest.raises( KeyError, nx.weisfeiler_lehman_subgraph_hashes, G, node_attr="node_attr1" ) def test_isomorphic_edge_attr_and_node_attr_subgraph_hash(): """ Isomorphic graphs with differing node attributes should yield different subgraph hashes if the 'node_attr' and 'edge_attr' argument is supplied and populated in the graph, and all hashes don't collide The output should still be invariant to node-relabeling """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G1 = nx.erdos_renyi_graph(n, p * i, seed=500 + i) for u in G1.nodes(): G1.nodes[u]["node_attr1"] = f"{u}-1" G1.nodes[u]["node_attr2"] = f"{u}-2" for a, b in G1.edges: G1[a][b]["edge_attr1"] = f"{a}-{b}-1" G1[a][b]["edge_attr2"] = f"{a}-{b}-2" g1_hash_edge1_node1 = nx.weisfeiler_lehman_subgraph_hashes( G1, edge_attr="edge_attr1", node_attr="node_attr1" ) g1_hash_edge2_node2 = nx.weisfeiler_lehman_subgraph_hashes( G1, edge_attr="edge_attr2", node_attr="node_attr2" ) g1_hash_edge1_node2 = nx.weisfeiler_lehman_subgraph_hashes( G1, edge_attr="edge_attr1", node_attr="node_attr2" ) g1_hash_no_attr = nx.weisfeiler_lehman_subgraph_hashes(G1) assert g1_hash_edge1_node1 != g1_hash_no_attr assert g1_hash_edge2_node2 != g1_hash_no_attr assert g1_hash_edge1_node1 != g1_hash_edge2_node2 assert g1_hash_edge1_node2 != g1_hash_edge2_node2 assert g1_hash_edge1_node2 != g1_hash_edge1_node1 G2 = nx.relabel_nodes(G1, {u: -1 * u for u in G1.nodes()}) g2_hash_edge1_node1 = nx.weisfeiler_lehman_subgraph_hashes( G2, edge_attr="edge_attr1", node_attr="node_attr1" ) g2_hash_edge2_node2 = nx.weisfeiler_lehman_subgraph_hashes( G2, edge_attr="edge_attr2", node_attr="node_attr2" ) assert g1_hash_edge1_node1 == { -1 * k: v for k, v in g2_hash_edge1_node1.items() } assert g1_hash_edge2_node2 == { -1 * k: v for k, v in g2_hash_edge2_node2.items() } def test_iteration_depth(): """ All nodes should have the correct number of subgraph hashes in the output when using degree as initial node labels Subsequent iteration depths for the same graph should be additive for each node """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=600 + i) depth3 = nx.weisfeiler_lehman_subgraph_hashes(G, iterations=3) depth4 = nx.weisfeiler_lehman_subgraph_hashes(G, iterations=4) depth5 = nx.weisfeiler_lehman_subgraph_hashes(G, iterations=5) assert all(len(hashes) == 3 for hashes in depth3.values()) assert all(len(hashes) == 4 for hashes in depth4.values()) assert all(len(hashes) == 5 for hashes in depth5.values()) assert is_subiteration(depth3, depth4) assert is_subiteration(depth4, depth5) assert is_subiteration(depth3, depth5) def test_iteration_depth_edge_attr(): """ All nodes should have the correct number of subgraph hashes in the output when setting initial node labels empty and using an edge attribute when aggregating neighborhoods. Subsequent iteration depths for the same graph should be additive for each node """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=700 + i) for a, b in G.edges: G[a][b]["edge_attr1"] = f"{a}-{b}-1" depth3 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", iterations=3 ) depth4 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", iterations=4 ) depth5 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", iterations=5 ) assert all(len(hashes) == 3 for hashes in depth3.values()) assert all(len(hashes) == 4 for hashes in depth4.values()) assert all(len(hashes) == 5 for hashes in depth5.values()) assert is_subiteration(depth3, depth4) assert is_subiteration(depth4, depth5) assert is_subiteration(depth3, depth5) def test_iteration_depth_node_attr(): """ All nodes should have the correct number of subgraph hashes in the output when setting initial node labels to an attribute. Subsequent iteration depths for the same graph should be additive for each node """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=800 + i) for u in G.nodes(): G.nodes[u]["node_attr1"] = f"{u}-1" depth3 = nx.weisfeiler_lehman_subgraph_hashes( G, node_attr="node_attr1", iterations=3 ) depth4 = nx.weisfeiler_lehman_subgraph_hashes( G, node_attr="node_attr1", iterations=4 ) depth5 = nx.weisfeiler_lehman_subgraph_hashes( G, node_attr="node_attr1", iterations=5 ) assert all(len(hashes) == 3 for hashes in depth3.values()) assert all(len(hashes) == 4 for hashes in depth4.values()) assert all(len(hashes) == 5 for hashes in depth5.values()) assert is_subiteration(depth3, depth4) assert is_subiteration(depth4, depth5) assert is_subiteration(depth3, depth5) def test_iteration_depth_node_edge_attr(): """ All nodes should have the correct number of subgraph hashes in the output when setting initial node labels to an attribute and also using an edge attribute when aggregating neighborhoods. Subsequent iteration depths for the same graph should be additive for each node """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=900 + i) for u in G.nodes(): G.nodes[u]["node_attr1"] = f"{u}-1" for a, b in G.edges: G[a][b]["edge_attr1"] = f"{a}-{b}-1" depth3 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", node_attr="node_attr1", iterations=3 ) depth4 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", node_attr="node_attr1", iterations=4 ) depth5 = nx.weisfeiler_lehman_subgraph_hashes( G, edge_attr="edge_attr1", node_attr="node_attr1", iterations=5 ) assert all(len(hashes) == 3 for hashes in depth3.values()) assert all(len(hashes) == 4 for hashes in depth4.values()) assert all(len(hashes) == 5 for hashes in depth5.values()) assert is_subiteration(depth3, depth4) assert is_subiteration(depth4, depth5) assert is_subiteration(depth3, depth5) def test_digest_size_subgraph_hash(): """ The hash string lengths should be as expected for a variety of graphs and digest sizes """ n, r = 100, 10 p = 1.0 / r for i in range(1, r + 1): G = nx.erdos_renyi_graph(n, p * i, seed=1000 + i) digest_size16_hashes = nx.weisfeiler_lehman_subgraph_hashes(G) digest_size32_hashes = nx.weisfeiler_lehman_subgraph_hashes(G, digest_size=32) assert digest_size16_hashes != digest_size32_hashes assert hexdigest_sizes_correct(digest_size16_hashes, 16) assert hexdigest_sizes_correct(digest_size32_hashes, 32)
data/networkx-3.2.1/networkx/algorithms/tests/test_graph_hashing.py
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9,047
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LOAD_CONST 0 LOAD_CONST ('Callable', 'Dict', 'Optional', 'Sequence', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('gapic_v1', 'grpc_helpers', 'operations_v1') IMPORT_NAME google.api_core IMPORT_FROM gapic_v1 STORE_NAME gapic_v1 IMPORT_FROM grpc_helpers STORE_NAME grpc_helpers IMPORT_FROM operations_v1 STORE_NAME operations_v1 POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME google.auth STORE_NAME google LOAD_CONST 0 LOAD_CONST ('credentials',) IMPORT_NAME google.auth IMPORT_FROM credentials STORE_NAME ga_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('SslCredentials',) IMPORT_NAME google.auth.transport.grpc IMPORT_FROM SslCredentials STORE_NAME SslCredentials POP_TOP LOAD_CONST 0 LOAD_CONST ('locations_pb2',) IMPORT_NAME google.cloud.location IMPORT_FROM locations_pb2 STORE_NAME locations_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('iam_policy_pb2',) IMPORT_NAME google.iam.v1 IMPORT_FROM iam_policy_pb2 STORE_NAME iam_policy_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('policy_pb2',) IMPORT_NAME google.iam.v1 IMPORT_FROM policy_pb2 STORE_NAME policy_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('operations_pb2',) IMPORT_NAME google.longrunning IMPORT_FROM operations_pb2 STORE_NAME operations_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME grpc STORE_NAME grpc LOAD_CONST 0 LOAD_CONST ('environment', 'instance', 'service') IMPORT_NAME google.cloud.notebooks_v1beta1.types IMPORT_FROM environment STORE_NAME environment IMPORT_FROM instance STORE_NAME instance IMPORT_FROM service STORE_NAME service POP_TOP LOAD_CONST 1 LOAD_CONST ('DEFAULT_CLIENT_INFO', 'NotebookServiceTransport') IMPORT_NAME base IMPORT_FROM DEFAULT_CLIENT_INFO STORE_NAME DEFAULT_CLIENT_INFO IMPORT_FROM NotebookServiceTransport STORE_NAME NotebookServiceTransport POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object NotebookServiceGrpcTransport at 0x7fab542ad390, file "f.py", line 19> LOAD_CONST 'NotebookServiceGrpcTransport' MAKE_FUNCTION LOAD_CONST 'NotebookServiceGrpcTransport' LOAD_NAME NotebookServiceTransport CALL_FUNCTION STORE_NAME NotebookServiceGrpcTransport LOAD_CONST ('NotebookServiceGrpcTransport',) STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NotebookServiceGrpcTransport' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'gRPC backend transport for NotebookService.\n\n API v1beta1 service for Cloud AI Platform Notebooks.\n\n This class defines the same methods as the primary client, so the\n primary client can load the underlying transport implementation\n and call it.\n\n It sends protocol buffers over the wire using gRPC (which is built on\n top of HTTP/2); the ``grpcio`` package must be installed.\n ' STORE_NAME __doc__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Callable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_stubs' STORE_SUBSCR LOAD_CONST 'notebooks.googleapis.com' LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_NAME DEFAULT_CLIENT_INFO LOAD_CONST False LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'channel', 'api_mtls_endpoint', 'client_cert_source', 'ssl_channel_credentials', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience') BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME grpc LOAD_ATTR Channel BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Tuple LOAD_NAME bytes LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME grpc LOAD_ATTR ChannelCredentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Tuple LOAD_NAME bytes LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME gapic_v1 LOAD_ATTR client_info LOAD_ATTR ClientInfo LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'channel', 'api_mtls_endpoint', 'client_cert_source', 'ssl_channel_credentials', 'client_cert_source_for_mtls', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab80232810, file "f.py", line 34> LOAD_CONST 'NotebookServiceGrpcTransport.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME classmethod LOAD_CONST ('notebooks.googleapis.com', None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME ga_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME grpc LOAD_ATTR Channel LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'quota_project_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_channel at 0x7fab802326f0, file "f.py", line 160> LOAD_CONST 'NotebookServiceGrpcTransport.create_channel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_channel LOAD_NAME property LOAD_NAME grpc LOAD_ATTR Channel LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object grpc_channel at 0x7fab800ab150, file "f.py", line 207> LOAD_CONST 'NotebookServiceGrpcTransport.grpc_channel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grpc_channel LOAD_NAME property LOAD_NAME operations_v1 LOAD_ATTR OperationsClient LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object operations_client at 0x7fab800abf60, file "f.py", line 212> LOAD_CONST 'NotebookServiceGrpcTransport.operations_client' MAKE_FUNCTION CALL_FUNCTION STORE_NAME operations_client LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR ListInstancesRequest BUILD_LIST LOAD_NAME service LOAD_ATTR ListInstancesResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_instances at 0x7fab823638a0, file "f.py", line 224> LOAD_CONST 'NotebookServiceGrpcTransport.list_instances' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_instances LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR GetInstanceRequest BUILD_LIST LOAD_NAME instance LOAD_ATTR Instance BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_instance at 0x7fab82363f60, file "f.py", line 246> LOAD_CONST 'NotebookServiceGrpcTransport.get_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR CreateInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_instance at 0x7fab823639c0, file "f.py", line 266> LOAD_CONST 'NotebookServiceGrpcTransport.create_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR RegisterInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object register_instance at 0x7fab82363ed0, file "f.py", line 289> LOAD_CONST 'NotebookServiceGrpcTransport.register_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME register_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR SetInstanceAcceleratorRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_instance_accelerator at 0x7fab823630c0, file "f.py", line 316> LOAD_CONST 'NotebookServiceGrpcTransport.set_instance_accelerator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_instance_accelerator LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR SetInstanceMachineTypeRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_instance_machine_type at 0x7fae2f37aed0, file "f.py", line 338> LOAD_CONST 'NotebookServiceGrpcTransport.set_instance_machine_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_instance_machine_type LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR SetInstanceLabelsRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_instance_labels at 0x7fae2f37a540, file "f.py", line 360> LOAD_CONST 'NotebookServiceGrpcTransport.set_instance_labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_instance_labels LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR DeleteInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_instance at 0x7fae2f37a1e0, file "f.py", line 382> LOAD_CONST 'NotebookServiceGrpcTransport.delete_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR StartInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object start_instance at 0x7fae2f37a420, file "f.py", line 404> LOAD_CONST 'NotebookServiceGrpcTransport.start_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME start_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR StopInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object stop_instance at 0x7fae2f37a810, file "f.py", line 426> LOAD_CONST 'NotebookServiceGrpcTransport.stop_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME stop_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR ResetInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reset_instance at 0x7fae2f37ac90, file "f.py", line 448> LOAD_CONST 'NotebookServiceGrpcTransport.reset_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME reset_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR ReportInstanceInfoRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object report_instance_info at 0x7fae2f37aa50, file "f.py", line 470> LOAD_CONST 'NotebookServiceGrpcTransport.report_instance_info' MAKE_FUNCTION CALL_FUNCTION STORE_NAME report_instance_info LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR IsInstanceUpgradeableRequest BUILD_LIST LOAD_NAME service LOAD_ATTR IsInstanceUpgradeableResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_instance_upgradeable at 0x7fae2f37ab70, file "f.py", line 496> LOAD_CONST 'NotebookServiceGrpcTransport.is_instance_upgradeable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_instance_upgradeable LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR UpgradeInstanceRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object upgrade_instance at 0x7fae2f37a030, file "f.py", line 521> LOAD_CONST 'NotebookServiceGrpcTransport.upgrade_instance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME upgrade_instance LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR UpgradeInstanceInternalRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object upgrade_instance_internal at 0x7fae2f37aae0, file "f.py", line 544> LOAD_CONST 'NotebookServiceGrpcTransport.upgrade_instance_internal' MAKE_FUNCTION CALL_FUNCTION STORE_NAME upgrade_instance_internal LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR ListEnvironmentsRequest BUILD_LIST LOAD_NAME service LOAD_ATTR ListEnvironmentsResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_environments at 0x7fae2f37a930, file "f.py", line 569> LOAD_CONST 'NotebookServiceGrpcTransport.list_environments' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_environments LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR GetEnvironmentRequest BUILD_LIST LOAD_NAME environment LOAD_ATTR Environment BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_environment at 0x7fae2f37ae40, file "f.py", line 591> LOAD_CONST 'NotebookServiceGrpcTransport.get_environment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_environment LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR CreateEnvironmentRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_environment at 0x7fae2f37adb0, file "f.py", line 613> LOAD_CONST 'NotebookServiceGrpcTransport.create_environment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_environment LOAD_NAME property LOAD_NAME Callable LOAD_NAME service LOAD_ATTR DeleteEnvironmentRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_environment at 0x7fae2f37ad20, file "f.py", line 635> LOAD_CONST 'NotebookServiceGrpcTransport.delete_environment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_environment LOAD_CONST <code object close at 0x7fae2f37a660, file "f.py", line 657> LOAD_CONST 'NotebookServiceGrpcTransport.close' MAKE_FUNCTION STORE_NAME close LOAD_NAME property LOAD_NAME Callable LOAD_NAME operations_pb2 LOAD_ATTR DeleteOperationRequest BUILD_LIST LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete_operation at 0x7fae2f37af60, file "f.py", line 660> LOAD_CONST 'NotebookServiceGrpcTransport.delete_operation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_operation LOAD_NAME property LOAD_NAME Callable LOAD_NAME operations_pb2 LOAD_ATTR CancelOperationRequest BUILD_LIST LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cancel_operation at 0x7fae2f37ac00, file "f.py", line 673> LOAD_CONST 'NotebookServiceGrpcTransport.cancel_operation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cancel_operation LOAD_NAME property LOAD_NAME Callable LOAD_NAME operations_pb2 LOAD_ATTR GetOperationRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR Operation BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_operation at 0x7fae2f37a9c0, file "f.py", line 686> LOAD_CONST 'NotebookServiceGrpcTransport.get_operation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_operation LOAD_NAME property LOAD_NAME Callable LOAD_NAME operations_pb2 LOAD_ATTR ListOperationsRequest BUILD_LIST LOAD_NAME operations_pb2 LOAD_ATTR ListOperationsResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_operations at 0x7fae2f37a5d0, file "f.py", line 699> LOAD_CONST 'NotebookServiceGrpcTransport.list_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_operations LOAD_NAME property LOAD_NAME Callable LOAD_NAME locations_pb2 LOAD_ATTR ListLocationsRequest BUILD_LIST LOAD_NAME locations_pb2 LOAD_ATTR ListLocationsResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object list_locations at 0x7fae2f37a8a0, file "f.py", line 714> LOAD_CONST 'NotebookServiceGrpcTransport.list_locations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_locations LOAD_NAME property LOAD_NAME Callable LOAD_NAME locations_pb2 LOAD_ATTR GetLocationRequest BUILD_LIST LOAD_NAME locations_pb2 LOAD_ATTR Location BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_location at 0x7fae2f37a150, file "f.py", line 729> LOAD_CONST 'NotebookServiceGrpcTransport.get_location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_location LOAD_NAME property LOAD_NAME Callable LOAD_NAME iam_policy_pb2 LOAD_ATTR SetIamPolicyRequest BUILD_LIST LOAD_NAME policy_pb2 LOAD_ATTR Policy BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_iam_policy at 0x7fae2f37a390, file "f.py", line 742> LOAD_CONST 'NotebookServiceGrpcTransport.set_iam_policy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_iam_policy LOAD_NAME property LOAD_NAME Callable LOAD_NAME iam_policy_pb2 LOAD_ATTR GetIamPolicyRequest BUILD_LIST LOAD_NAME policy_pb2 LOAD_ATTR Policy BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_iam_policy at 0x7fae2f37a6f0, file "f.py", line 763> LOAD_CONST 'NotebookServiceGrpcTransport.get_iam_policy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_iam_policy LOAD_NAME property LOAD_NAME Callable LOAD_NAME iam_policy_pb2 LOAD_ATTR TestIamPermissionsRequest BUILD_LIST LOAD_NAME iam_policy_pb2 LOAD_ATTR TestIamPermissionsResponse BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_iam_permissions at 0x7fab542ada50, file "f.py", line 785> LOAD_CONST 'NotebookServiceGrpcTransport.test_iam_permissions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_iam_permissions LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object kind at 0x7fab542adae0, file "f.py", line 810> LOAD_CONST 'NotebookServiceGrpcTransport.kind' MAKE_FUNCTION CALL_FUNCTION STORE_NAME kind LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _grpc_channel LOAD_FAST ssl_channel_credentials LOAD_FAST self STORE_ATTR _ssl_channel_credentials BUILD_MAP LOAD_FAST self STORE_ATTR _stubs LOAD_CONST None LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST api_mtls_endpoint POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'api_mtls_endpoint is deprecated' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST client_cert_source POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'client_cert_source is deprecated' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST channel POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST credentials LOAD_FAST channel LOAD_FAST self STORE_ATTR _grpc_channel LOAD_CONST None LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_FORWARD to 164 LOAD_FAST api_mtls_endpoint POP_JUMP_IF_FALSE LOAD_FAST api_mtls_endpoint STORE_FAST host LOAD_FAST client_cert_source POP_JUMP_IF_FALSE LOAD_FAST client_cert_source CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST cert STORE_FAST key LOAD_GLOBAL grpc LOAD_ATTR ssl_channel_credentials LOAD_FAST cert LOAD_FAST key LOAD_CONST ('certificate_chain', 'private_key') CALL_FUNCTION LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_ABSOLUTE LOAD_GLOBAL SslCredentials CALL_FUNCTION LOAD_ATTR ssl_credentials LOAD_FAST self STORE_ATTR _ssl_channel_credentials JUMP_FORWARD to 164 LOAD_FAST client_cert_source_for_mtls POP_JUMP_IF_FALSE LOAD_FAST ssl_channel_credentials POP_JUMP_IF_TRUE LOAD_FAST client_cert_source_for_mtls CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST cert STORE_FAST key LOAD_GLOBAL grpc LOAD_ATTR ssl_channel_credentials LOAD_FAST cert LOAD_FAST key LOAD_CONST ('certificate_chain', 'private_key') CALL_FUNCTION LOAD_FAST self STORE_ATTR _ssl_channel_credentials LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST host LOAD_FAST credentials LOAD_FAST credentials_file LOAD_FAST scopes LOAD_FAST quota_project_id LOAD_FAST client_info LOAD_FAST always_use_jwt_access LOAD_FAST api_audience LOAD_CONST ('host', 'credentials', 'credentials_file', 'scopes', 'quota_project_id', 'client_info', 'always_use_jwt_access', 'api_audience') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _grpc_channel POP_JUMP_IF_TRUE LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION LOAD_ATTR create_channel LOAD_FAST self LOAD_ATTR _host LOAD_FAST self LOAD_ATTR _credentials LOAD_CONST None LOAD_FAST self LOAD_ATTR _scopes LOAD_FAST self LOAD_ATTR _ssl_channel_credentials LOAD_FAST quota_project_id LOAD_CONST ('grpc.max_send_message_length', -1) LOAD_CONST ('grpc.max_receive_message_length', -1) BUILD_LIST LOAD_CONST ('credentials', 'credentials_file', 'scopes', 'ssl_credentials', 'quota_project_id', 'options') CALL_FUNCTION LOAD_FAST self STORE_ATTR _grpc_channel LOAD_FAST self LOAD_METHOD _prep_wrapped_messages LOAD_FAST client_info CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL grpc_helpers LOAD_ATTR create_channel LOAD_FAST host BUILD_TUPLE LOAD_FAST credentials LOAD_FAST credentials_file LOAD_FAST quota_project_id LOAD_FAST cls LOAD_ATTR AUTH_SCOPES LOAD_FAST scopes LOAD_FAST cls LOAD_ATTR DEFAULT_HOST LOAD_CONST ('credentials', 'credentials_file', 'quota_project_id', 'default_scopes', 'scopes', 'default_host') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _grpc_channel RETURN_VALUE LOAD_FAST self LOAD_ATTR _operations_client LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL operations_v1 LOAD_METHOD OperationsClient LOAD_FAST self LOAD_ATTR grpc_channel CALL_METHOD LOAD_FAST self STORE_ATTR _operations_client LOAD_FAST self LOAD_ATTR _operations_client RETURN_VALUE LOAD_CONST 'list_instances' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/ListInstances' LOAD_GLOBAL service LOAD_ATTR ListInstancesRequest LOAD_ATTR serialize LOAD_GLOBAL service LOAD_ATTR ListInstancesResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_instances' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_instances' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/GetInstance' LOAD_GLOBAL service LOAD_ATTR GetInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL instance LOAD_ATTR Instance LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'create_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/CreateInstance' LOAD_GLOBAL service LOAD_ATTR CreateInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'register_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/RegisterInstance' LOAD_GLOBAL service LOAD_ATTR RegisterInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'register_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'register_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'set_instance_accelerator' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceAccelerator' LOAD_GLOBAL service LOAD_ATTR SetInstanceAcceleratorRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_accelerator' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_accelerator' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'set_instance_machine_type' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceMachineType' LOAD_GLOBAL service LOAD_ATTR SetInstanceMachineTypeRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_machine_type' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_machine_type' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'set_instance_labels' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceLabels' LOAD_GLOBAL service LOAD_ATTR SetInstanceLabelsRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_labels' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_instance_labels' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'delete_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/DeleteInstance' LOAD_GLOBAL service LOAD_ATTR DeleteInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'start_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/StartInstance' LOAD_GLOBAL service LOAD_ATTR StartInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'start_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'start_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'stop_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/StopInstance' LOAD_GLOBAL service LOAD_ATTR StopInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'stop_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'stop_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'reset_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/ResetInstance' LOAD_GLOBAL service LOAD_ATTR ResetInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'reset_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'reset_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'report_instance_info' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/ReportInstanceInfo' LOAD_GLOBAL service LOAD_ATTR ReportInstanceInfoRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'report_instance_info' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'report_instance_info' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'is_instance_upgradeable' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/IsInstanceUpgradeable' LOAD_GLOBAL service LOAD_ATTR IsInstanceUpgradeableRequest LOAD_ATTR serialize LOAD_GLOBAL service LOAD_ATTR IsInstanceUpgradeableResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'is_instance_upgradeable' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'is_instance_upgradeable' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'upgrade_instance' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/UpgradeInstance' LOAD_GLOBAL service LOAD_ATTR UpgradeInstanceRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'upgrade_instance' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'upgrade_instance' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'upgrade_instance_internal' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/UpgradeInstanceInternal' LOAD_GLOBAL service LOAD_ATTR UpgradeInstanceInternalRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'upgrade_instance_internal' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'upgrade_instance_internal' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_environments' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/ListEnvironments' LOAD_GLOBAL service LOAD_ATTR ListEnvironmentsRequest LOAD_ATTR serialize LOAD_GLOBAL service LOAD_ATTR ListEnvironmentsResponse LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_environments' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_environments' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_environment' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/GetEnvironment' LOAD_GLOBAL service LOAD_ATTR GetEnvironmentRequest LOAD_ATTR serialize LOAD_GLOBAL environment LOAD_ATTR Environment LOAD_ATTR deserialize LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_environment' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_environment' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'create_environment' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/CreateEnvironment' LOAD_GLOBAL service LOAD_ATTR CreateEnvironmentRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_environment' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'create_environment' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'delete_environment' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.notebooks.v1beta1.NotebookService/DeleteEnvironment' LOAD_GLOBAL service LOAD_ATTR DeleteEnvironmentRequest LOAD_ATTR serialize LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_environment' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_environment' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'delete_operation' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.longrunning.Operations/DeleteOperation' LOAD_GLOBAL operations_pb2 LOAD_ATTR DeleteOperationRequest LOAD_ATTR SerializeToString LOAD_CONST None LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_operation' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'delete_operation' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'cancel_operation' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.longrunning.Operations/CancelOperation' LOAD_GLOBAL operations_pb2 LOAD_ATTR CancelOperationRequest LOAD_ATTR SerializeToString LOAD_CONST None LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'cancel_operation' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'cancel_operation' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_operation' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.longrunning.Operations/GetOperation' LOAD_GLOBAL operations_pb2 LOAD_ATTR GetOperationRequest LOAD_ATTR SerializeToString LOAD_GLOBAL operations_pb2 LOAD_ATTR Operation LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_operation' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_operation' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_operations' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.longrunning.Operations/ListOperations' LOAD_GLOBAL operations_pb2 LOAD_ATTR ListOperationsRequest LOAD_ATTR SerializeToString LOAD_GLOBAL operations_pb2 LOAD_ATTR ListOperationsResponse LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_operations' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_operations' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'list_locations' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.location.Locations/ListLocations' LOAD_GLOBAL locations_pb2 LOAD_ATTR ListLocationsRequest LOAD_ATTR SerializeToString LOAD_GLOBAL locations_pb2 LOAD_ATTR ListLocationsResponse LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_locations' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'list_locations' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_location' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.cloud.location.Locations/GetLocation' LOAD_GLOBAL locations_pb2 LOAD_ATTR GetLocationRequest LOAD_ATTR SerializeToString LOAD_GLOBAL locations_pb2 LOAD_ATTR Location LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_location' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_location' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'set_iam_policy' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.iam.v1.IAMPolicy/SetIamPolicy' LOAD_GLOBAL iam_policy_pb2 LOAD_ATTR SetIamPolicyRequest LOAD_ATTR SerializeToString LOAD_GLOBAL policy_pb2 LOAD_ATTR Policy LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_iam_policy' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'set_iam_policy' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'get_iam_policy' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.iam.v1.IAMPolicy/GetIamPolicy' LOAD_GLOBAL iam_policy_pb2 LOAD_ATTR GetIamPolicyRequest LOAD_ATTR SerializeToString LOAD_GLOBAL policy_pb2 LOAD_ATTR Policy LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_iam_policy' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'get_iam_policy' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'test_iam_permissions' LOAD_FAST self LOAD_ATTR _stubs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grpc_channel LOAD_ATTR unary_unary LOAD_CONST '/google.iam.v1.IAMPolicy/TestIamPermissions' LOAD_GLOBAL iam_policy_pb2 LOAD_ATTR TestIamPermissionsRequest LOAD_ATTR SerializeToString LOAD_GLOBAL iam_policy_pb2 LOAD_ATTR TestIamPermissionsResponse LOAD_ATTR FromString LOAD_CONST ('request_serializer', 'response_deserializer') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'test_iam_permissions' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _stubs LOAD_CONST 'test_iam_permissions' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'grpc' RETURN_VALUE
from typing import Callable, Dict, Optional, Sequence, Tuple, Union import warnings from google.api_core import gapic_v1, grpc_helpers, operations_v1 import google.auth # type: ignore from google.auth import credentials as ga_credentials # type: ignore from google.auth.transport.grpc import SslCredentials # type: ignore from google.cloud.location import locations_pb2 # type: ignore from google.iam.v1 import iam_policy_pb2 # type: ignore from google.iam.v1 import policy_pb2 # type: ignore from google.longrunning import operations_pb2 # type: ignore import grpc # type: ignore from google.cloud.notebooks_v1beta1.types import environment, instance, service from .base import DEFAULT_CLIENT_INFO, NotebookServiceTransport class NotebookServiceGrpcTransport(NotebookServiceTransport): """gRPC backend transport for NotebookService. API v1beta1 service for Cloud AI Platform Notebooks. This class defines the same methods as the primary client, so the primary client can load the underlying transport implementation and call it. It sends protocol buffers over the wire using gRPC (which is built on top of HTTP/2); the ``grpcio`` package must be installed. """ _stubs: Dict[str, Callable] def __init__( self, *, host: str = "notebooks.googleapis.com", credentials: Optional[ga_credentials.Credentials] = None, credentials_file: Optional[str] = None, scopes: Optional[Sequence[str]] = None, channel: Optional[grpc.Channel] = None, api_mtls_endpoint: Optional[str] = None, client_cert_source: Optional[Callable[[], Tuple[bytes, bytes]]] = None, ssl_channel_credentials: Optional[grpc.ChannelCredentials] = None, client_cert_source_for_mtls: Optional[Callable[[], Tuple[bytes, bytes]]] = None, quota_project_id: Optional[str] = None, client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO, always_use_jwt_access: Optional[bool] = False, api_audience: Optional[str] = None, ) -> None: """Instantiate the transport. Args: host (Optional[str]): The hostname to connect to (default: 'notebooks.googleapis.com'). credentials (Optional[google.auth.credentials.Credentials]): The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. This argument is ignored if ``channel`` is provided. credentials_file (Optional[str]): A file with credentials that can be loaded with :func:`google.auth.load_credentials_from_file`. This argument is ignored if ``channel`` is provided. scopes (Optional(Sequence[str])): A list of scopes. This argument is ignored if ``channel`` is provided. channel (Optional[grpc.Channel]): A ``Channel`` instance through which to make calls. api_mtls_endpoint (Optional[str]): Deprecated. The mutual TLS endpoint. If provided, it overrides the ``host`` argument and tries to create a mutual TLS channel with client SSL credentials from ``client_cert_source`` or application default SSL credentials. client_cert_source (Optional[Callable[[], Tuple[bytes, bytes]]]): Deprecated. A callback to provide client SSL certificate bytes and private key bytes, both in PEM format. It is ignored if ``api_mtls_endpoint`` is None. ssl_channel_credentials (grpc.ChannelCredentials): SSL credentials for the grpc channel. It is ignored if ``channel`` is provided. client_cert_source_for_mtls (Optional[Callable[[], Tuple[bytes, bytes]]]): A callback to provide client certificate bytes and private key bytes, both in PEM format. It is used to configure a mutual TLS channel. It is ignored if ``channel`` or ``ssl_channel_credentials`` is provided. quota_project_id (Optional[str]): An optional project to use for billing and quota. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you're developing your own client library. always_use_jwt_access (Optional[bool]): Whether self signed JWT should be used for service account credentials. Raises: google.auth.exceptions.MutualTLSChannelError: If mutual TLS transport creation failed for any reason. google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials`` and ``credentials_file`` are passed. """ self._grpc_channel = None self._ssl_channel_credentials = ssl_channel_credentials self._stubs: Dict[str, Callable] = {} self._operations_client: Optional[operations_v1.OperationsClient] = None if api_mtls_endpoint: warnings.warn("api_mtls_endpoint is deprecated", DeprecationWarning) if client_cert_source: warnings.warn("client_cert_source is deprecated", DeprecationWarning) if channel: credentials = False self._grpc_channel = channel self._ssl_channel_credentials = None else: if api_mtls_endpoint: host = api_mtls_endpoint if client_cert_source: cert, key = client_cert_source() self._ssl_channel_credentials = grpc.ssl_channel_credentials( certificate_chain=cert, private_key=key ) else: self._ssl_channel_credentials = SslCredentials().ssl_credentials else: if client_cert_source_for_mtls and not ssl_channel_credentials: cert, key = client_cert_source_for_mtls() self._ssl_channel_credentials = grpc.ssl_channel_credentials( certificate_chain=cert, private_key=key ) super().__init__( host=host, credentials=credentials, credentials_file=credentials_file, scopes=scopes, quota_project_id=quota_project_id, client_info=client_info, always_use_jwt_access=always_use_jwt_access, api_audience=api_audience, ) if not self._grpc_channel: self._grpc_channel = type(self).create_channel( self._host, credentials=self._credentials, credentials_file=None, scopes=self._scopes, ssl_credentials=self._ssl_channel_credentials, quota_project_id=quota_project_id, options=[ ("grpc.max_send_message_length", -1), ("grpc.max_receive_message_length", -1), ], ) self._prep_wrapped_messages(client_info) @classmethod def create_channel( cls, host: str = "notebooks.googleapis.com", credentials: Optional[ga_credentials.Credentials] = None, credentials_file: Optional[str] = None, scopes: Optional[Sequence[str]] = None, quota_project_id: Optional[str] = None, **kwargs, ) -> grpc.Channel: """Create and return a gRPC channel object. Args: host (Optional[str]): The host for the channel to use. credentials (Optional[~.Credentials]): The authorization credentials to attach to requests. These credentials identify this application to the service. If none are specified, the client will attempt to ascertain the credentials from the environment. credentials_file (Optional[str]): A file with credentials that can be loaded with :func:`google.auth.load_credentials_from_file`. This argument is mutually exclusive with credentials. scopes (Optional[Sequence[str]]): A optional list of scopes needed for this service. These are only used when credentials are not specified and are passed to :func:`google.auth.default`. quota_project_id (Optional[str]): An optional project to use for billing and quota. kwargs (Optional[dict]): Keyword arguments, which are passed to the channel creation. Returns: grpc.Channel: A gRPC channel object. Raises: google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials`` and ``credentials_file`` are passed. """ return grpc_helpers.create_channel( host, credentials=credentials, credentials_file=credentials_file, quota_project_id=quota_project_id, default_scopes=cls.AUTH_SCOPES, scopes=scopes, default_host=cls.DEFAULT_HOST, **kwargs, ) @property def grpc_channel(self) -> grpc.Channel: """Return the channel designed to connect to this service.""" return self._grpc_channel @property def operations_client(self) -> operations_v1.OperationsClient: """Create the client designed to process long-running operations. This property caches on the instance; repeated calls return the same client. """ if self._operations_client is None: self._operations_client = operations_v1.OperationsClient(self.grpc_channel) return self._operations_client @property def list_instances( self, ) -> Callable[[service.ListInstancesRequest], service.ListInstancesResponse]: r"""Return a callable for the list instances method over gRPC. Lists instances in a given project and location. Returns: Callable[[~.ListInstancesRequest], ~.ListInstancesResponse]: A function that, when called, will call the underlying RPC on the server. """ if "list_instances" not in self._stubs: self._stubs["list_instances"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/ListInstances", request_serializer=service.ListInstancesRequest.serialize, response_deserializer=service.ListInstancesResponse.deserialize, ) return self._stubs["list_instances"] @property def get_instance(self) -> Callable[[service.GetInstanceRequest], instance.Instance]: r"""Return a callable for the get instance method over gRPC. Gets details of a single Instance. Returns: Callable[[~.GetInstanceRequest], ~.Instance]: A function that, when called, will call the underlying RPC on the server. """ if "get_instance" not in self._stubs: self._stubs["get_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/GetInstance", request_serializer=service.GetInstanceRequest.serialize, response_deserializer=instance.Instance.deserialize, ) return self._stubs["get_instance"] @property def create_instance( self, ) -> Callable[[service.CreateInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the create instance method over gRPC. Creates a new Instance in a given project and location. Returns: Callable[[~.CreateInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "create_instance" not in self._stubs: self._stubs["create_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/CreateInstance", request_serializer=service.CreateInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["create_instance"] @property def register_instance( self, ) -> Callable[[service.RegisterInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the register instance method over gRPC. Registers an existing legacy notebook instance to the Notebooks API server. Legacy instances are instances created with the legacy Compute Engine calls. They are not manageable by the Notebooks API out of the box. This call makes these instances manageable by the Notebooks API. Returns: Callable[[~.RegisterInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "register_instance" not in self._stubs: self._stubs["register_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/RegisterInstance", request_serializer=service.RegisterInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["register_instance"] @property def set_instance_accelerator( self, ) -> Callable[[service.SetInstanceAcceleratorRequest], operations_pb2.Operation]: r"""Return a callable for the set instance accelerator method over gRPC. Updates the guest accelerators of a single Instance. Returns: Callable[[~.SetInstanceAcceleratorRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "set_instance_accelerator" not in self._stubs: self._stubs["set_instance_accelerator"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceAccelerator", request_serializer=service.SetInstanceAcceleratorRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["set_instance_accelerator"] @property def set_instance_machine_type( self, ) -> Callable[[service.SetInstanceMachineTypeRequest], operations_pb2.Operation]: r"""Return a callable for the set instance machine type method over gRPC. Updates the machine type of a single Instance. Returns: Callable[[~.SetInstanceMachineTypeRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "set_instance_machine_type" not in self._stubs: self._stubs["set_instance_machine_type"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceMachineType", request_serializer=service.SetInstanceMachineTypeRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["set_instance_machine_type"] @property def set_instance_labels( self, ) -> Callable[[service.SetInstanceLabelsRequest], operations_pb2.Operation]: r"""Return a callable for the set instance labels method over gRPC. Updates the labels of an Instance. Returns: Callable[[~.SetInstanceLabelsRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "set_instance_labels" not in self._stubs: self._stubs["set_instance_labels"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/SetInstanceLabels", request_serializer=service.SetInstanceLabelsRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["set_instance_labels"] @property def delete_instance( self, ) -> Callable[[service.DeleteInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the delete instance method over gRPC. Deletes a single Instance. Returns: Callable[[~.DeleteInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "delete_instance" not in self._stubs: self._stubs["delete_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/DeleteInstance", request_serializer=service.DeleteInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["delete_instance"] @property def start_instance( self, ) -> Callable[[service.StartInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the start instance method over gRPC. Starts a notebook instance. Returns: Callable[[~.StartInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "start_instance" not in self._stubs: self._stubs["start_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/StartInstance", request_serializer=service.StartInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["start_instance"] @property def stop_instance( self, ) -> Callable[[service.StopInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the stop instance method over gRPC. Stops a notebook instance. Returns: Callable[[~.StopInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "stop_instance" not in self._stubs: self._stubs["stop_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/StopInstance", request_serializer=service.StopInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["stop_instance"] @property def reset_instance( self, ) -> Callable[[service.ResetInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the reset instance method over gRPC. Resets a notebook instance. Returns: Callable[[~.ResetInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "reset_instance" not in self._stubs: self._stubs["reset_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/ResetInstance", request_serializer=service.ResetInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["reset_instance"] @property def report_instance_info( self, ) -> Callable[[service.ReportInstanceInfoRequest], operations_pb2.Operation]: r"""Return a callable for the report instance info method over gRPC. Allows notebook instances to report their latest instance information to the Notebooks API server. The server will merge the reported information to the instance metadata store. Do not use this method directly. Returns: Callable[[~.ReportInstanceInfoRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "report_instance_info" not in self._stubs: self._stubs["report_instance_info"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/ReportInstanceInfo", request_serializer=service.ReportInstanceInfoRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["report_instance_info"] @property def is_instance_upgradeable( self, ) -> Callable[ [service.IsInstanceUpgradeableRequest], service.IsInstanceUpgradeableResponse ]: r"""Return a callable for the is instance upgradeable method over gRPC. Check if a notebook instance is upgradable. Deprecated. Please consider using v1. Returns: Callable[[~.IsInstanceUpgradeableRequest], ~.IsInstanceUpgradeableResponse]: A function that, when called, will call the underlying RPC on the server. """ if "is_instance_upgradeable" not in self._stubs: self._stubs["is_instance_upgradeable"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/IsInstanceUpgradeable", request_serializer=service.IsInstanceUpgradeableRequest.serialize, response_deserializer=service.IsInstanceUpgradeableResponse.deserialize, ) return self._stubs["is_instance_upgradeable"] @property def upgrade_instance( self, ) -> Callable[[service.UpgradeInstanceRequest], operations_pb2.Operation]: r"""Return a callable for the upgrade instance method over gRPC. Upgrades a notebook instance to the latest version. Deprecated. Please consider using v1. Returns: Callable[[~.UpgradeInstanceRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "upgrade_instance" not in self._stubs: self._stubs["upgrade_instance"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/UpgradeInstance", request_serializer=service.UpgradeInstanceRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["upgrade_instance"] @property def upgrade_instance_internal( self, ) -> Callable[[service.UpgradeInstanceInternalRequest], operations_pb2.Operation]: r"""Return a callable for the upgrade instance internal method over gRPC. Allows notebook instances to call this endpoint to upgrade themselves. Do not use this method directly. Deprecated. Please consider using v1. Returns: Callable[[~.UpgradeInstanceInternalRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "upgrade_instance_internal" not in self._stubs: self._stubs["upgrade_instance_internal"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/UpgradeInstanceInternal", request_serializer=service.UpgradeInstanceInternalRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["upgrade_instance_internal"] @property def list_environments( self, ) -> Callable[[service.ListEnvironmentsRequest], service.ListEnvironmentsResponse]: r"""Return a callable for the list environments method over gRPC. Lists environments in a project. Returns: Callable[[~.ListEnvironmentsRequest], ~.ListEnvironmentsResponse]: A function that, when called, will call the underlying RPC on the server. """ if "list_environments" not in self._stubs: self._stubs["list_environments"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/ListEnvironments", request_serializer=service.ListEnvironmentsRequest.serialize, response_deserializer=service.ListEnvironmentsResponse.deserialize, ) return self._stubs["list_environments"] @property def get_environment( self, ) -> Callable[[service.GetEnvironmentRequest], environment.Environment]: r"""Return a callable for the get environment method over gRPC. Gets details of a single Environment. Returns: Callable[[~.GetEnvironmentRequest], ~.Environment]: A function that, when called, will call the underlying RPC on the server. """ if "get_environment" not in self._stubs: self._stubs["get_environment"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/GetEnvironment", request_serializer=service.GetEnvironmentRequest.serialize, response_deserializer=environment.Environment.deserialize, ) return self._stubs["get_environment"] @property def create_environment( self, ) -> Callable[[service.CreateEnvironmentRequest], operations_pb2.Operation]: r"""Return a callable for the create environment method over gRPC. Creates a new Environment. Returns: Callable[[~.CreateEnvironmentRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "create_environment" not in self._stubs: self._stubs["create_environment"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/CreateEnvironment", request_serializer=service.CreateEnvironmentRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["create_environment"] @property def delete_environment( self, ) -> Callable[[service.DeleteEnvironmentRequest], operations_pb2.Operation]: r"""Return a callable for the delete environment method over gRPC. Deletes a single Environment. Returns: Callable[[~.DeleteEnvironmentRequest], ~.Operation]: A function that, when called, will call the underlying RPC on the server. """ if "delete_environment" not in self._stubs: self._stubs["delete_environment"] = self.grpc_channel.unary_unary( "/google.cloud.notebooks.v1beta1.NotebookService/DeleteEnvironment", request_serializer=service.DeleteEnvironmentRequest.serialize, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["delete_environment"] def close(self): self.grpc_channel.close() @property def delete_operation( self, ) -> Callable[[operations_pb2.DeleteOperationRequest], None]: r"""Return a callable for the delete_operation method over gRPC.""" if "delete_operation" not in self._stubs: self._stubs["delete_operation"] = self.grpc_channel.unary_unary( "/google.longrunning.Operations/DeleteOperation", request_serializer=operations_pb2.DeleteOperationRequest.SerializeToString, response_deserializer=None, ) return self._stubs["delete_operation"] @property def cancel_operation( self, ) -> Callable[[operations_pb2.CancelOperationRequest], None]: r"""Return a callable for the cancel_operation method over gRPC.""" if "cancel_operation" not in self._stubs: self._stubs["cancel_operation"] = self.grpc_channel.unary_unary( "/google.longrunning.Operations/CancelOperation", request_serializer=operations_pb2.CancelOperationRequest.SerializeToString, response_deserializer=None, ) return self._stubs["cancel_operation"] @property def get_operation( self, ) -> Callable[[operations_pb2.GetOperationRequest], operations_pb2.Operation]: r"""Return a callable for the get_operation method over gRPC.""" if "get_operation" not in self._stubs: self._stubs["get_operation"] = self.grpc_channel.unary_unary( "/google.longrunning.Operations/GetOperation", request_serializer=operations_pb2.GetOperationRequest.SerializeToString, response_deserializer=operations_pb2.Operation.FromString, ) return self._stubs["get_operation"] @property def list_operations( self, ) -> Callable[ [operations_pb2.ListOperationsRequest], operations_pb2.ListOperationsResponse ]: r"""Return a callable for the list_operations method over gRPC.""" if "list_operations" not in self._stubs: self._stubs["list_operations"] = self.grpc_channel.unary_unary( "/google.longrunning.Operations/ListOperations", request_serializer=operations_pb2.ListOperationsRequest.SerializeToString, response_deserializer=operations_pb2.ListOperationsResponse.FromString, ) return self._stubs["list_operations"] @property def list_locations( self, ) -> Callable[ [locations_pb2.ListLocationsRequest], locations_pb2.ListLocationsResponse ]: r"""Return a callable for the list locations method over gRPC.""" if "list_locations" not in self._stubs: self._stubs["list_locations"] = self.grpc_channel.unary_unary( "/google.cloud.location.Locations/ListLocations", request_serializer=locations_pb2.ListLocationsRequest.SerializeToString, response_deserializer=locations_pb2.ListLocationsResponse.FromString, ) return self._stubs["list_locations"] @property def get_location( self, ) -> Callable[[locations_pb2.GetLocationRequest], locations_pb2.Location]: r"""Return a callable for the list locations method over gRPC.""" if "get_location" not in self._stubs: self._stubs["get_location"] = self.grpc_channel.unary_unary( "/google.cloud.location.Locations/GetLocation", request_serializer=locations_pb2.GetLocationRequest.SerializeToString, response_deserializer=locations_pb2.Location.FromString, ) return self._stubs["get_location"] @property def set_iam_policy( self, ) -> Callable[[iam_policy_pb2.SetIamPolicyRequest], policy_pb2.Policy]: r"""Return a callable for the set iam policy method over gRPC. Sets the IAM access control policy on the specified function. Replaces any existing policy. Returns: Callable[[~.SetIamPolicyRequest], ~.Policy]: A function that, when called, will call the underlying RPC on the server. """ if "set_iam_policy" not in self._stubs: self._stubs["set_iam_policy"] = self.grpc_channel.unary_unary( "/google.iam.v1.IAMPolicy/SetIamPolicy", request_serializer=iam_policy_pb2.SetIamPolicyRequest.SerializeToString, response_deserializer=policy_pb2.Policy.FromString, ) return self._stubs["set_iam_policy"] @property def get_iam_policy( self, ) -> Callable[[iam_policy_pb2.GetIamPolicyRequest], policy_pb2.Policy]: r"""Return a callable for the get iam policy method over gRPC. Gets the IAM access control policy for a function. Returns an empty policy if the function exists and does not have a policy set. Returns: Callable[[~.GetIamPolicyRequest], ~.Policy]: A function that, when called, will call the underlying RPC on the server. """ if "get_iam_policy" not in self._stubs: self._stubs["get_iam_policy"] = self.grpc_channel.unary_unary( "/google.iam.v1.IAMPolicy/GetIamPolicy", request_serializer=iam_policy_pb2.GetIamPolicyRequest.SerializeToString, response_deserializer=policy_pb2.Policy.FromString, ) return self._stubs["get_iam_policy"] @property def test_iam_permissions( self, ) -> Callable[ [iam_policy_pb2.TestIamPermissionsRequest], iam_policy_pb2.TestIamPermissionsResponse, ]: r"""Return a callable for the test iam permissions method over gRPC. Tests the specified permissions against the IAM access control policy for a function. If the function does not exist, this will return an empty set of permissions, not a NOT_FOUND error. Returns: Callable[[~.TestIamPermissionsRequest], ~.TestIamPermissionsResponse]: A function that, when called, will call the underlying RPC on the server. """ if "test_iam_permissions" not in self._stubs: self._stubs["test_iam_permissions"] = self.grpc_channel.unary_unary( "/google.iam.v1.IAMPolicy/TestIamPermissions", request_serializer=iam_policy_pb2.TestIamPermissionsRequest.SerializeToString, response_deserializer=iam_policy_pb2.TestIamPermissionsResponse.FromString, ) return self._stubs["test_iam_permissions"] @property def kind(self) -> str: return "grpc" __all__ = ("NotebookServiceGrpcTransport",)
data/google-cloud-notebooks-1.10.1/google/cloud/notebooks_v1beta1/services/notebook_service/transports/grpc.py
9,736
9,047
386,063
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numbers STORE_NAME numbers LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME types STORE_NAME types LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME collections IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP SETUP_EXCEPT to 54 LOAD_CONST 0 LOAD_CONST ('Iterable',) IMPORT_NAME collections.abc IMPORT_FROM Iterable STORE_NAME Iterable POP_TOP POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('Iterable',) IMPORT_NAME collections IMPORT_FROM Iterable STORE_NAME Iterable POP_TOP POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME numpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME awkward0.array.base STORE_NAME awkward0 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME awkward0.type STORE_NAME awkward0 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME awkward0.util STORE_NAME awkward0 LOAD_BUILD_CLASS LOAD_CONST <code object Table at 0x7fab7004a390, file "f.py", line 18> LOAD_CONST 'Table' MAKE_FUNCTION LOAD_CONST 'Table' LOAD_NAME awkward0 LOAD_ATTR array LOAD_ATTR base LOAD_ATTR AwkwardArray CALL_FUNCTION STORE_NAME Table LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Table' STORE_NAME __qualname__ LOAD_CONST '\n Table\n ' STORE_NAME __doc__ LOAD_BUILD_CLASS LOAD_CONST <code object Row at 0x7fab54105660, file "f.py", line 23> LOAD_CONST 'Row' MAKE_FUNCTION LOAD_CONST 'Row' LOAD_NAME awkward0 LOAD_ATTR util LOAD_ATTR NDArrayOperatorsMixin CALL_FUNCTION STORE_NAME Row BUILD_MAP BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab541055d0, file "f.py", line 249> LOAD_CONST 'Table.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object tolist at 0x7fab541059c0, file "f.py", line 286> LOAD_CONST 'Table.tolist' MAKE_FUNCTION STORE_NAME tolist LOAD_NAME classmethod BUILD_MAP BUILD_TUPLE LOAD_CONST <code object named at 0x7fab54105c90, file "f.py", line 289> LOAD_CONST 'Table.named' MAKE_FUNCTION CALL_FUNCTION STORE_NAME named LOAD_NAME property LOAD_CONST <code object rowname at 0x7fab54105a50, file "f.py", line 295> LOAD_CONST 'Table.rowname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rowname LOAD_NAME rowname LOAD_ATTR setter LOAD_CONST <code object rowname at 0x7fab82236270, file "f.py", line 299> LOAD_CONST 'Table.rowname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rowname LOAD_CONST <code object _util_rowname at 0x7fab82236150, file "f.py", line 306> LOAD_CONST 'Table._util_rowname' MAKE_FUNCTION STORE_NAME _util_rowname LOAD_NAME property LOAD_CONST <code object rowstart at 0x7fab822365d0, file "f.py", line 309> LOAD_CONST 'Table.rowstart' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rowstart LOAD_NAME rowstart LOAD_ATTR setter LOAD_CONST <code object rowstart at 0x7fab822369c0, file "f.py", line 318> LOAD_CONST 'Table.rowstart' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rowstart LOAD_NAME classmethod LOAD_CONST <code object fromrec at 0x7fab822368a0, file "f.py", line 327> LOAD_CONST 'Table.fromrec' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fromrec LOAD_NAME classmethod LOAD_CONST (0,) LOAD_CONST <code object frompairs at 0x7fab82236030, file "f.py", line 336> LOAD_CONST 'Table.frompairs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME frompairs LOAD_NAME classmethod LOAD_CONST <code object fromview at 0x7fab82236660, file "f.py", line 344> LOAD_CONST 'Table.fromview' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fromview LOAD_CONST (None,) LOAD_CONST <code object copy at 0x7fab82236db0, file "f.py", line 375> LOAD_CONST 'Table.copy' MAKE_FUNCTION STORE_NAME copy LOAD_CONST (None,) LOAD_CONST <code object deepcopy at 0x7fab802d60c0, file "f.py", line 390> LOAD_CONST 'Table.deepcopy' MAKE_FUNCTION STORE_NAME deepcopy LOAD_CONST <code object empty_like at 0x7fab802d6150, file "f.py", line 403> LOAD_CONST 'Table.empty_like' MAKE_FUNCTION STORE_NAME empty_like LOAD_CONST <code object zeros_like at 0x7fab802d61e0, file "f.py", line 412> LOAD_CONST 'Table.zeros_like' MAKE_FUNCTION STORE_NAME zeros_like LOAD_CONST <code object ones_like at 0x7fab802d6270, file "f.py", line 421> LOAD_CONST 'Table.ones_like' MAKE_FUNCTION STORE_NAME ones_like LOAD_CONST <code object __awkward_serialize__ at 0x7fab802d6420, file "f.py", line 430> LOAD_CONST 'Table.__awkward_serialize__' MAKE_FUNCTION STORE_NAME __awkward_serialize__ LOAD_NAME property LOAD_CONST <code object base at 0x7fab802d6540, file "f.py", line 465> LOAD_CONST 'Table.base' MAKE_FUNCTION CALL_FUNCTION STORE_NAME base LOAD_NAME property LOAD_CONST <code object contents at 0x7fab802d65d0, file "f.py", line 469> LOAD_CONST 'Table.contents' MAKE_FUNCTION CALL_FUNCTION STORE_NAME contents LOAD_NAME contents LOAD_ATTR setter LOAD_CONST <code object contents at 0x7fab802d66f0, file "f.py", line 473> LOAD_CONST 'Table.contents' MAKE_FUNCTION CALL_FUNCTION STORE_NAME contents LOAD_CONST <code object _getnbytes at 0x7fab802d6810, file "f.py", line 484> LOAD_CONST 'Table._getnbytes' MAKE_FUNCTION STORE_NAME _getnbytes LOAD_CONST <code object __len__ at 0x7fab802d68a0, file "f.py", line 494> LOAD_CONST 'Table.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST <code object _gettype at 0x7fab802d6930, file "f.py", line 497> LOAD_CONST 'Table._gettype' MAKE_FUNCTION STORE_NAME _gettype LOAD_CONST <code object _util_layout at 0x7fab802d69c0, file "f.py", line 503> LOAD_CONST 'Table._util_layout' MAKE_FUNCTION STORE_NAME _util_layout LOAD_CONST <code object _length at 0x7fab802d6b70, file "f.py", line 510> LOAD_CONST 'Table._length' MAKE_FUNCTION STORE_NAME _length LOAD_CONST <code object _index at 0x7fab802d6c90, file "f.py", line 524> LOAD_CONST 'Table._index' MAKE_FUNCTION STORE_NAME _index LOAD_CONST <code object _newslice at 0x7fab802d6c00, file "f.py", line 538> LOAD_CONST 'Table._newslice' MAKE_FUNCTION STORE_NAME _newslice LOAD_CONST <code object _valid at 0x7fab802d6d20, file "f.py", line 659> LOAD_CONST 'Table._valid' MAKE_FUNCTION STORE_NAME _valid LOAD_CONST (True,) LOAD_CONST <code object __iter__ at 0x7fab802d6db0, file "f.py", line 663> LOAD_CONST 'Table.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST <code object __getitem__ at 0x7fab802d6e40, file "f.py", line 684> LOAD_CONST 'Table.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __setitem__ at 0x7fab802d6ed0, file "f.py", line 730> LOAD_CONST 'Table.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object __delitem__ at 0x7fab42b55030, file "f.py", line 763> LOAD_CONST 'Table.__delitem__' MAKE_FUNCTION STORE_NAME __delitem__ LOAD_CONST <code object __array_ufunc__ at 0x7fab42b551e0, file "f.py", line 779> LOAD_CONST 'Table.__array_ufunc__' MAKE_FUNCTION STORE_NAME __array_ufunc__ LOAD_NAME property LOAD_CONST <code object counts at 0x7fab42b55270, file "f.py", line 853> LOAD_CONST 'Table.counts' MAKE_FUNCTION CALL_FUNCTION STORE_NAME counts LOAD_CONST (True,) LOAD_CONST <code object boolmask at 0x7fab42b55300, file "f.py", line 857> LOAD_CONST 'Table.boolmask' MAKE_FUNCTION STORE_NAME boolmask LOAD_CONST <code object choose at 0x7fab42b55390, file "f.py", line 863> LOAD_CONST 'Table.choose' MAKE_FUNCTION STORE_NAME choose LOAD_CONST <code object argchoose at 0x7fab42b55420, file "f.py", line 866> LOAD_CONST 'Table.argchoose' MAKE_FUNCTION STORE_NAME argchoose LOAD_CONST (False,) LOAD_CONST <code object distincts at 0x7fab42b554b0, file "f.py", line 869> LOAD_CONST 'Table.distincts' MAKE_FUNCTION STORE_NAME distincts LOAD_CONST (False,) LOAD_CONST <code object argdistincts at 0x7fab42b55540, file "f.py", line 872> LOAD_CONST 'Table.argdistincts' MAKE_FUNCTION STORE_NAME argdistincts LOAD_CONST (False,) LOAD_CONST <code object pairs at 0x7fab42b555d0, file "f.py", line 875> LOAD_CONST 'Table.pairs' MAKE_FUNCTION STORE_NAME pairs LOAD_CONST (False,) LOAD_CONST <code object argpairs at 0x7fab42b55660, file "f.py", line 878> LOAD_CONST 'Table.argpairs' MAKE_FUNCTION STORE_NAME argpairs LOAD_CONST (False,) LOAD_CONST <code object cross at 0x7fab42b556f0, file "f.py", line 881> LOAD_CONST 'Table.cross' MAKE_FUNCTION STORE_NAME cross LOAD_CONST (False,) LOAD_CONST <code object argcross at 0x7fab42b55780, file "f.py", line 884> LOAD_CONST 'Table.argcross' MAKE_FUNCTION STORE_NAME argcross LOAD_CONST (0,) LOAD_CONST <code object flatten at 0x7fab42b55810, file "f.py", line 887> LOAD_CONST 'Table.flatten' MAKE_FUNCTION STORE_NAME flatten LOAD_CONST (True, False, 0) LOAD_CONST <code object pad at 0x7fab42b558a0, file "f.py", line 890> LOAD_CONST 'Table.pad' MAKE_FUNCTION STORE_NAME pad LOAD_CONST <code object regular at 0x7fab42b55a50, file "f.py", line 896> LOAD_CONST 'Table.regular' MAKE_FUNCTION STORE_NAME regular LOAD_CONST <code object flattentuple at 0x7fab42b55c00, file "f.py", line 904> LOAD_CONST 'Table.flattentuple' MAKE_FUNCTION STORE_NAME flattentuple LOAD_CONST <code object _hasjagged at 0x7fab42b55d20, file "f.py", line 940> LOAD_CONST 'Table._hasjagged' MAKE_FUNCTION STORE_NAME _hasjagged LOAD_CONST <code object _reduce at 0x7fab42b55db0, file "f.py", line 949> LOAD_CONST 'Table._reduce' MAKE_FUNCTION STORE_NAME _reduce LOAD_CONST <code object _prepare at 0x7fab42b55e40, file "f.py", line 977> LOAD_CONST 'Table._prepare' MAKE_FUNCTION STORE_NAME _prepare LOAD_CONST <code object argmin at 0x7fab42b55ed0, file "f.py", line 990> LOAD_CONST 'Table.argmin' MAKE_FUNCTION STORE_NAME argmin LOAD_CONST <code object argmax at 0x7fab42b55f60, file "f.py", line 993> LOAD_CONST 'Table.argmax' MAKE_FUNCTION STORE_NAME argmax LOAD_CONST <code object _util_columns at 0x7fab7004a030, file "f.py", line 996> LOAD_CONST 'Table._util_columns' MAKE_FUNCTION STORE_NAME _util_columns LOAD_CONST <code object astype at 0x7fab81f0b1e0, file "f.py", line 1002> LOAD_CONST 'Table.astype' MAKE_FUNCTION STORE_NAME astype LOAD_CONST <code object fillna at 0x7fab81f0bc90, file "f.py", line 1008> LOAD_CONST 'Table.fillna' MAKE_FUNCTION STORE_NAME fillna LOAD_NAME classmethod LOAD_CONST <code object _concatenate_axis0 at 0x7fab7004a0c0, file "f.py", line 1014> LOAD_CONST 'Table._concatenate_axis0' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _concatenate_axis0 LOAD_CONST 'TableSeries' STORE_NAME _topandas_name LOAD_CONST <code object _topandas at 0x7fab7004a300, file "f.py", line 1036> LOAD_CONST 'Table._topandas' MAKE_FUNCTION STORE_NAME _topandas LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Table.Row' STORE_NAME __qualname__ LOAD_CONST '\n Table.Row\n ' STORE_NAME __doc__ LOAD_CONST '_table' LOAD_CONST '_index' BUILD_LIST STORE_NAME __slots__ LOAD_CONST <code object __init__ at 0x7fab7002b810, file "f.py", line 30> LOAD_CONST 'Table.Row.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __repr__ at 0x7fab64179660, file "f.py", line 34> LOAD_CONST 'Table.Row.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __contains__ at 0x7fab64179930, file "f.py", line 52> LOAD_CONST 'Table.Row.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST <code object tolist at 0x7fab81f0bed0, file "f.py", line 55> LOAD_CONST 'Table.Row.tolist' MAKE_FUNCTION STORE_NAME tolist LOAD_CONST <code object __len__ at 0x7fab81f0b930, file "f.py", line 66> LOAD_CONST 'Table.Row.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST (True,) LOAD_CONST <code object __iter__ at 0x7fab81f0b660, file "f.py", line 75> LOAD_CONST 'Table.Row.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_CONST <code object __getitem__ at 0x7fab81f0b780, file "f.py", line 87> LOAD_CONST 'Table.Row.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __array_ufunc__ at 0x7fab81f0b540, file "f.py", line 112> LOAD_CONST 'Table.Row.__array_ufunc__' MAKE_FUNCTION STORE_NAME __array_ufunc__ LOAD_CONST <code object __eq__ at 0x7fab700e4420, file "f.py", line 158> LOAD_CONST 'Table.Row.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab700e4c00, file "f.py", line 172> LOAD_CONST 'Table.Row.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __getattr__ at 0x7fab54105c00, file "f.py", line 175> LOAD_CONST 'Table.Row.__getattr__' MAKE_FUNCTION STORE_NAME __getattr__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __dir__ at 0x7fab541056f0, file "f.py", line 191> LOAD_CONST 'Table.Row.__dir__' MAKE_FUNCTION STORE_NAME __dir__ LOAD_NAME re LOAD_METHOD compile LOAD_CONST '^[a-zA-Z_]\\w*$' CALL_METHOD STORE_NAME _dir_pattern LOAD_NAME property LOAD_CONST <code object columns at 0x7fab541054b0, file "f.py", line 205> LOAD_CONST 'Table.Row.columns' MAKE_FUNCTION CALL_FUNCTION STORE_NAME columns LOAD_NAME property LOAD_CONST <code object i0 at 0x7fab54105540, file "f.py", line 209> LOAD_CONST 'Table.Row.i0' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i0 LOAD_NAME property LOAD_CONST <code object i1 at 0x7fab54105780, file "f.py", line 213> LOAD_CONST 'Table.Row.i1' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i1 LOAD_NAME property LOAD_CONST <code object i2 at 0x7fab541050c0, file "f.py", line 217> LOAD_CONST 'Table.Row.i2' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i2 LOAD_NAME property LOAD_CONST <code object i3 at 0x7fab54105e40, file "f.py", line 221> LOAD_CONST 'Table.Row.i3' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i3 LOAD_NAME property LOAD_CONST <code object i4 at 0x7fab54105ae0, file "f.py", line 225> LOAD_CONST 'Table.Row.i4' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i4 LOAD_NAME property LOAD_CONST <code object i5 at 0x7fab54105150, file "f.py", line 229> LOAD_CONST 'Table.Row.i5' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i5 LOAD_NAME property LOAD_CONST <code object i6 at 0x7fab54105420, file "f.py", line 233> LOAD_CONST 'Table.Row.i6' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i6 LOAD_NAME property LOAD_CONST <code object i7 at 0x7fab54105ed0, file "f.py", line 237> LOAD_CONST 'Table.Row.i7' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i7 LOAD_NAME property LOAD_CONST <code object i8 at 0x7fab54105db0, file "f.py", line 241> LOAD_CONST 'Table.Row.i8' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i8 LOAD_NAME property LOAD_CONST <code object i9 at 0x7fab54105d20, file "f.py", line 245> LOAD_CONST 'Table.Row.i9' MAKE_FUNCTION CALL_FUNCTION STORE_NAME i9 LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST table LOAD_FAST self STORE_ATTR _table LOAD_FAST index LOAD_FAST self STORE_ATTR _index LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR istuple POP_JUMP_IF_FALSE LOAD_CONST '({0})' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab7002b5d0, file "f.py", line 37> LOAD_CONST 'Table.Row.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL getattr LOAD_DEREF self LOAD_ATTR _table LOAD_CONST '_showdict' LOAD_CONST False CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '<{0} {{{1}}}>' LOAD_METHOD format LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _rowname LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab7002b4b0, file "f.py", line 43> LOAD_CONST 'Table.Row.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_CONST '<{0} {1}>' LOAD_METHOD format LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _rowname LOAD_DEREF self LOAD_ATTR _index LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR rowstart BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST n LOAD_GLOBAL str LOAD_DEREF self LOAD_FAST n BINARY_SUBSCR CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST n LOAD_CONST '{0}: {1}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST n CALL_FUNCTION LOAD_GLOBAL str LOAD_DEREF self LOAD_FAST n BINARY_SUBSCR CALL_FUNCTION CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents COMPARE_OP in RETURN_VALUE LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR istuple POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab64179a50, file "f.py", line 58> LOAD_CONST 'Table.Row.tolist.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL dict LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab64179420, file "f.py", line 62> LOAD_CONST 'Table.Row.tolist.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST n LOAD_DEREF self LOAD_ATTR _table LOAD_METHOD _try_tolist LOAD_DEREF self LOAD_FAST n BINARY_SUBSCR CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_DEREF self LOAD_ATTR _table LOAD_METHOD _try_tolist LOAD_FAST x LOAD_DEREF self LOAD_ATTR _index BINARY_SUBSCR CALL_METHOD BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _table LOAD_ATTR rowname LOAD_CONST 'tuple' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 46 LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK LOAD_FAST i RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST checkiter POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _table LOAD_METHOD _checkiter CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _table LOAD_ATTR rowname LOAD_CONST 'tuple' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 110 LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _index BINARY_SUBSCR YIELD_VALUE POP_TOP LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 110 SETUP_LOOP to 110 LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents GET_ITER FOR_ITER to 108 STORE_FAST i LOAD_FAST i YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 34 LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents LOAD_FAST where BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _index BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST where CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 248 LOAD_FAST self LOAD_METHOD _util_isstringslice LOAD_FAST where CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict CALL_FUNCTION STORE_FAST contents SETUP_LOOP to 164 LOAD_FAST where GET_ITER FOR_ITER to 162 STORE_FAST n SETUP_EXCEPT to 122 LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _contents LOAD_FAST n BINARY_SUBSCR LOAD_FAST contents LOAD_FAST n STORE_SUBSCR POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST n CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _table LOAD_ATTR copy LOAD_FAST contents LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST table LOAD_FAST table LOAD_METHOD Row LOAD_FAST table LOAD_FAST self LOAD_ATTR _index CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _index STORE_FAST index LOAD_GLOBAL isinstance LOAD_FAST index LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST index BUILD_TUPLE STORE_FAST index LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST where BUILD_TUPLE STORE_FAST where LOAD_FAST self LOAD_ATTR _table LOAD_METHOD Row LOAD_FAST table LOAD_FAST index LOAD_FAST where BINARY_ADD CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'out' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'in-place operations not supported' CALL_FUNCTION RAISE_VARARGS LOAD_FAST method LOAD_CONST '__call__' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fab81f0b8a0, file "f.py", line 120> LOAD_CONST 'Table.Row.__array_ufunc__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST inputs GET_ITER CALL_FUNCTION CALL_FUNCTION UNARY_NOT STORE_FAST torow LOAD_GLOBAL list LOAD_FAST inputs CALL_FUNCTION STORE_FAST inputs SETUP_LOOP to 132 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST inputs CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 130 STORE_FAST i LOAD_GLOBAL isinstance LOAD_FAST inputs LOAD_FAST i BINARY_SUBSCR LOAD_GLOBAL Table LOAD_ATTR Row CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST inputs LOAD_FAST i BINARY_SUBSCR LOAD_ATTR _table LOAD_FAST inputs LOAD_FAST i BINARY_SUBSCR LOAD_ATTR _index LOAD_FAST inputs LOAD_FAST i BINARY_SUBSCR LOAD_ATTR _index LOAD_CONST 1 BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST inputs LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL getattr LOAD_FAST ufunc LOAD_FAST method CALL_FUNCTION LOAD_FAST inputs LOAD_FAST kwargs CALL_FUNCTION STORE_FAST result LOAD_FAST torow EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST out SETUP_LOOP to 258 LOAD_FAST result GET_ITER FOR_ITER to 256 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST out LOAD_METHOD append LOAD_GLOBAL awkward0 LOAD_ATTR array LOAD_ATTR objects LOAD_ATTR Methods LOAD_METHOD maybemixin LOAD_GLOBAL type LOAD_FAST x CALL_FUNCTION LOAD_FAST self LOAD_ATTR _table LOAD_ATTR Table LOAD_ATTR Row CALL_METHOD LOAD_FAST x LOAD_CONST 0 CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST out LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR _table STORE_ATTR _showdict JUMP_ABSOLUTE LOAD_FAST out LOAD_METHOD append LOAD_FAST x CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL tuple LOAD_FAST out CALL_FUNCTION RETURN_VALUE LOAD_FAST method LOAD_CONST 'at' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL awkward0 LOAD_ATTR array LOAD_ATTR objects LOAD_ATTR Methods LOAD_METHOD maybemixin LOAD_GLOBAL type LOAD_FAST result CALL_FUNCTION LOAD_FAST self LOAD_ATTR _table LOAD_ATTR Table LOAD_ATTR Row CALL_METHOD LOAD_FAST result LOAD_CONST 0 CALL_FUNCTION STORE_FAST out LOAD_CONST True LOAD_FAST out LOAD_ATTR _table STORE_ATTR _showdict LOAD_FAST out RETURN_VALUE JUMP_FORWARD to 332 LOAD_FAST result RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table LOAD_ATTR Row CALL_FUNCTION UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Iterable CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF other LOAD_GLOBAL Table LOAD_ATTR Row CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_DEREF self LOAD_ATTR _table LOAD_DEREF other LOAD_ATTR _table COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _index LOAD_DEREF other LOAD_ATTR _index COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL set LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents CALL_FUNCTION LOAD_GLOBAL set LOAD_DEREF other LOAD_ATTR _table LOAD_ATTR _contents CALL_FUNCTION COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL all LOAD_CLOSURE other LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab81f0b0c0, file "f.py", line 167> LOAD_CONST 'Table.Row.__eq__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 46 STORE_FAST n LOAD_DEREF self LOAD_ATTR _table LOAD_ATTR _contents LOAD_FAST n BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR _index BINARY_SUBSCR LOAD_DEREF other LOAD_ATTR _table LOAD_ATTR _contents LOAD_FAST n BINARY_SUBSCR LOAD_DEREF other LOAD_ATTR _index BINARY_SUBSCR COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD __eq__ LOAD_FAST other CALL_METHOD UNARY_NOT RETURN_VALUE LOAD_FAST where LOAD_GLOBAL super LOAD_GLOBAL Table LOAD_ATTR Row LOAD_FAST self CALL_FUNCTION LOAD_METHOD __dir__ CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL super LOAD_GLOBAL Table LOAD_ATTR Row LOAD_FAST self CALL_FUNCTION LOAD_METHOD __getattribute__ LOAD_FAST where CALL_METHOD RETURN_VALUE LOAD_FAST where LOAD_FAST self LOAD_ATTR columns COMPARE_OP in POP_JUMP_IF_FALSE SETUP_EXCEPT to 58 LOAD_FAST self LOAD_FAST where BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 108 LOAD_GLOBAL AttributeError LOAD_CONST 'while trying to get column {0}, an exception occurred:\n{1}: {2}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST where CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST err CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 142 LOAD_GLOBAL AttributeError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST where CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sorted LOAD_GLOBAL set LOAD_GLOBAL super LOAD_GLOBAL Table LOAD_ATTR Row LOAD_DEREF self CALL_FUNCTION LOAD_METHOD __dir__ CALL_METHOD LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab54105030, file "f.py", line 196> LOAD_CONST 'Table.Row.__dir__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR columns GET_ITER CALL_FUNCTION BINARY_ADD CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST x LOAD_DEREF self LOAD_ATTR _dir_pattern LOAD_METHOD match LOAD_FAST x CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL keyword LOAD_METHOD iskeyword LOAD_FAST x CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _table LOAD_ATTR columns RETURN_VALUE LOAD_FAST self LOAD_CONST '0' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '1' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '2' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '3' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '4' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '5' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '6' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '7' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '8' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_CONST '9' BINARY_SUBSCR RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _view LOAD_CONST None LOAD_FAST self STORE_ATTR _base LOAD_GLOBAL isinstance LOAD_FAST columns1 LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST columns3 CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST 'Row' JUMP_FORWARD to 40 LOAD_CONST 'tuple' LOAD_FAST self STORE_ATTR rowname LOAD_CONST None LOAD_FAST self STORE_ATTR rowstart LOAD_GLOBAL OrderedDict CALL_FUNCTION LOAD_FAST self STORE_ATTR _contents LOAD_GLOBAL set CALL_FUNCTION STORE_FAST seen LOAD_GLOBAL isinstance LOAD_FAST columns1 LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 140 LOAD_FAST columns1 LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 138 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_FAST seen COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'column {0} occurs more than once' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST n CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST seen LOAD_METHOD add LOAD_FAST n CALL_METHOD POP_TOP LOAD_FAST x LOAD_FAST self LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST columns2 CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'only one positional argument when first argument is a dict' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 208 LOAD_FAST columns1 LOAD_FAST self LOAD_CONST '0' STORE_SUBSCR SETUP_LOOP to 208 LOAD_GLOBAL enumerate LOAD_FAST columns2 CALL_FUNCTION GET_ITER FOR_ITER to 206 UNPACK_SEQUENCE STORE_FAST i STORE_FAST x LOAD_FAST x LOAD_FAST self LOAD_GLOBAL str LOAD_FAST i LOAD_CONST 1 BINARY_ADD CALL_FUNCTION STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST seen LOAD_METHOD update LOAD_FAST self LOAD_ATTR _contents CALL_METHOD POP_TOP SETUP_LOOP to 288 LOAD_FAST columns3 LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 286 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_FAST seen COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'column {0} occurs more than once' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST n CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST seen LOAD_METHOD add LOAD_FAST n CALL_METHOD POP_TOP LOAD_FAST x LOAD_FAST self LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_CONST <code object <genexpr> at 0x7fab541058a0, file "f.py", line 287> LOAD_CONST 'Table.tolist.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_METHOD tolist CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST columns1 BUILD_TUPLE LOAD_FAST columns2 BUILD_TUPLE LOAD_FAST columns3 CALL_FUNCTION STORE_FAST out LOAD_FAST rowname LOAD_FAST out STORE_ATTR rowname LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR _rowname RETURN_VALUE LOAD_FAST self LOAD_ATTR check_prop_valid POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'rowname must be a string' CALL_FUNCTION RAISE_VARARGS LOAD_FAST value LOAD_FAST self STORE_ATTR _rowname LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rowname RETURN_VALUE LOAD_FAST self LOAD_ATTR _rowstart LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _rowstart RETURN_VALUE LOAD_FAST self LOAD_ATTR _base LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _base LOAD_ATTR rowstart RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR check_prop_valid POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL numbers LOAD_ATTR Integral LOAD_GLOBAL numpy LOAD_ATTR integer BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'rowstart must be None or an integer' CALL_FUNCTION RAISE_VARARGS LOAD_FAST value LOAD_FAST self STORE_ATTR _rowstart LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST recarray LOAD_FAST cls LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST recarray LOAD_ATTR dtype LOAD_ATTR names LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'recarray must be a Numpy structured array' CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls CALL_FUNCTION STORE_FAST out SETUP_LOOP to 70 LOAD_FAST recarray LOAD_ATTR dtype LOAD_ATTR names GET_ITER FOR_ITER to 68 STORE_FAST n LOAD_FAST recarray LOAD_FAST n BINARY_SUBSCR LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_FAST cls CALL_FUNCTION STORE_FAST out SETUP_LOOP to 32 LOAD_FAST pairs GET_ITER FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST x LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST rowstart LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST out RETURN_VALUE LOAD_FAST view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST base RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST view CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab82236ed0, file "f.py", line 352> LOAD_CONST 'Table.fromview.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST view GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST view UNPACK_SEQUENCE STORE_FAST start STORE_FAST step STORE_FAST length LOAD_FAST base LOAD_METHOD copy CALL_METHOD STORE_FAST out LOAD_GLOBAL int LOAD_FAST start CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST step CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST length CALL_FUNCTION BUILD_TUPLE LOAD_FAST out STORE_ATTR _view LOAD_FAST base LOAD_FAST out STORE_ATTR _base LOAD_CONST None LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST out RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST view LOAD_DEREF cls LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_METHOD _util_isintegertype LOAD_FAST view LOAD_ATTR dtype LOAD_ATTR type CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST base LOAD_METHOD copy CALL_METHOD STORE_FAST out LOAD_FAST view LOAD_FAST out STORE_ATTR _view LOAD_FAST base LOAD_FAST out STORE_ATTR _base LOAD_CONST None LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST out RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'view must be None, a 3-tuple of integers, or a Numpy array of integers' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_DEREF cls LOAD_METHOD _util_isinteger LOAD_FAST x CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_METHOD __new__ LOAD_FAST self LOAD_ATTR __class__ CALL_METHOD STORE_FAST out LOAD_FAST self LOAD_ATTR _view LOAD_FAST out STORE_ATTR _view LOAD_FAST self LOAD_ATTR _base LOAD_FAST out STORE_ATTR _base LOAD_FAST self LOAD_ATTR _rowstart LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST self LOAD_ATTR _rowname LOAD_FAST out STORE_ATTR _rowname LOAD_FAST self LOAD_ATTR _contents LOAD_FAST out STORE_ATTR _contents LOAD_FAST contents LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST contents LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict LOAD_FAST contents LOAD_METHOD items CALL_METHOD CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents JUMP_FORWARD to 124 LOAD_FAST contents LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict LOAD_FAST contents CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents JUMP_FORWARD to 124 LOAD_GLOBAL OrderedDict LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents LOAD_FAST out RETURN_VALUE LOAD_DEREF self LOAD_ATTR copy LOAD_FAST contents LOAD_CONST ('contents',) CALL_FUNCTION STORE_DEREF out LOAD_GLOBAL OrderedDict LOAD_CLOSURE out LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab802d6030, file "f.py", line 394> LOAD_CONST 'Table.deepcopy.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF out LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_DEREF out STORE_ATTR _contents LOAD_CONST None LOAD_DEREF out STORE_ATTR _view LOAD_CONST None LOAD_DEREF out STORE_ATTR _base LOAD_CONST None LOAD_DEREF out STORE_ATTR _rowstart LOAD_DEREF out RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_DEREF self LOAD_METHOD _util_deepcopy LOAD_FAST x LOAD_DEREF out LOAD_METHOD _index CALL_METHOD BINARY_SUBSCR CALL_METHOD BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_METHOD __new__ LOAD_FAST self LOAD_ATTR __class__ CALL_METHOD STORE_FAST out LOAD_CONST None LOAD_FAST out STORE_ATTR _view LOAD_CONST None LOAD_FAST out STORE_ATTR _base LOAD_CONST None LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST self LOAD_ATTR _rowname LOAD_FAST out STORE_ATTR _rowname LOAD_GLOBAL OrderedDict CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR empty_like BUILD_TUPLE LOAD_FAST overrides CALL_FUNCTION STORE_FAST out SETUP_LOOP to 84 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 82 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD zeros_like LOAD_FAST x CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST x LOAD_ATTR zeros_like BUILD_TUPLE LOAD_FAST overrides CALL_FUNCTION LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR empty_like BUILD_TUPLE LOAD_FAST overrides CALL_FUNCTION STORE_FAST out SETUP_LOOP to 84 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 82 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD ones_like LOAD_FAST x CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST x LOAD_ATTR ones_like BUILD_TUPLE LOAD_FAST overrides CALL_FUNCTION LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_METHOD _valid CALL_METHOD POP_TOP LOAD_DEREF serializer LOAD_METHOD encode_call LOAD_CONST 'awkward0' LOAD_CONST 'Table' LOAD_CONST 'frompairs' BUILD_LIST LOAD_CONST 'pairs' LOAD_CLOSURE serializer BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab802d6300, file "f.py", line 436> LOAD_CONST 'Table.__awkward_serialize__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION BUILD_MAP LOAD_CONST 'json' LOAD_FAST self LOAD_ATTR rowstart BUILD_MAP CALL_METHOD STORE_FAST out LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST start STORE_FAST step STORE_FAST length LOAD_DEREF serializer LOAD_METHOD encode_call LOAD_CONST 'awkward0' LOAD_CONST 'Table' LOAD_CONST 'fromview' BUILD_LIST LOAD_CONST 'tuple' LOAD_CONST 'json' LOAD_FAST start BUILD_MAP LOAD_CONST 'json' LOAD_FAST step BUILD_MAP LOAD_CONST 'json' LOAD_FAST length BUILD_MAP BUILD_LIST BUILD_MAP LOAD_FAST out CALL_METHOD STORE_FAST out JUMP_FORWARD to 170 LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF serializer LOAD_METHOD encode_call LOAD_CONST 'awkward0' LOAD_CONST 'Table' LOAD_CONST 'fromview' BUILD_LIST LOAD_DEREF serializer LOAD_FAST self LOAD_ATTR _view LOAD_CONST 'Table.view' CALL_FUNCTION LOAD_FAST out CALL_METHOD STORE_FAST out LOAD_FAST out RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_DEREF serializer LOAD_FAST x LOAD_CONST 'Table.contents' CALL_FUNCTION BUILD_LIST LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _base RETURN_VALUE LOAD_FAST self LOAD_ATTR _contents RETURN_VALUE LOAD_FAST self LOAD_ATTR check_prop_valid POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab802d6660, file "f.py", line 477> LOAD_CONST 'Table.contents.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST value GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'contents must be a dict from strings to arrays' CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 82 LOAD_GLOBAL list LOAD_FAST value CALL_FUNCTION GET_ITER FOR_ITER to 80 STORE_FAST n LOAD_FAST self LOAD_METHOD _util_toarray LOAD_FAST value LOAD_FAST n BINARY_SUBSCR LOAD_FAST self LOAD_ATTR DEFAULTTYPE CALL_METHOD LOAD_FAST value LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST value LOAD_FAST self STORE_ATTR _contents LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST n LOAD_GLOBAL isinstance LOAD_FAST n LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL id LOAD_DEREF self CALL_FUNCTION LOAD_DEREF seen COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_DEREF seen LOAD_METHOD add LOAD_GLOBAL id LOAD_DEREF self CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL sum LOAD_CLOSURE seen LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab802d6780, file "f.py", line 490> LOAD_CONST 'Table._getnbytes.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _contents LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 40 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_DEREF self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR nbytes JUMP_FORWARD to 34 LOAD_FAST x LOAD_METHOD _getnbytes LOAD_DEREF seen CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _length CALL_METHOD RETURN_VALUE LOAD_GLOBAL awkward0 LOAD_ATTR type LOAD_METHOD TableType CALL_METHOD STORE_FAST out SETUP_LOOP to 52 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 50 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL awkward0 LOAD_ATTR type LOAD_METHOD _fromarray LOAD_FAST x LOAD_FAST seen CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_CONST () STORE_FAST args SETUP_LOOP to 86 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 84 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL awkward0 LOAD_ATTR type LOAD_METHOD LayoutNode LOAD_FAST x LOAD_FAST position LOAD_FAST i BUILD_TUPLE BINARY_ADD LOAD_FAST seen LOAD_FAST lookup CALL_METHOD POP_TOP LOAD_FAST args LOAD_GLOBAL awkward0 LOAD_ATTR type LOAD_METHOD LayoutArg LOAD_FAST n LOAD_FAST position LOAD_FAST i BUILD_TUPLE BINARY_ADD CALL_METHOD BUILD_TUPLE BINARY_ADD STORE_FAST args JUMP_ABSOLUTE POP_BLOCK LOAD_FAST args RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _contents CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL min LOAD_CONST <code object <listcomp> at 0x7fab802d6a50, file "f.py", line 515> LOAD_CONST 'Table._length.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE JUMP_FORWARD to 92 LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST start STORE_FAST step STORE_FAST length LOAD_FAST length RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _view CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL slice LOAD_FAST self LOAD_METHOD _length CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST start STORE_FAST step STORE_FAST length LOAD_FAST start LOAD_FAST step LOAD_FAST length BINARY_MULTIPLY BINARY_ADD STORE_FAST stop LOAD_FAST stop LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST stop LOAD_GLOBAL slice LOAD_FAST start LOAD_FAST stop LOAD_FAST step CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _view RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _util_isinteger LOAD_FAST head CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST head STORE_FAST original_head LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _length CALL_METHOD STORE_FAST length LOAD_FAST head LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST head LOAD_FAST length INPLACE_ADD STORE_FAST head LOAD_CONST 0 LOAD_FAST head DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST length COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 72 POP_TOP LOAD_GLOBAL IndexError LOAD_CONST 'index {0} out of bounds for length {1}' LOAD_METHOD format LOAD_FAST original_head LOAD_FAST length CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST head RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST mystart STORE_FAST mystep STORE_FAST mylength LOAD_FAST head LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST head LOAD_FAST mylength INPLACE_ADD STORE_FAST head LOAD_CONST 0 LOAD_FAST head DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST mylength COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 154 POP_TOP LOAD_GLOBAL IndexError LOAD_CONST 'index {0} out of bounds for length {1}' LOAD_METHOD format LOAD_FAST original_head LOAD_FAST mylength CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST mystart LOAD_FAST mystep LOAD_FAST head BINARY_MULTIPLY BINARY_ADD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _view CALL_FUNCTION STORE_FAST length LOAD_FAST head LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST head LOAD_FAST length INPLACE_ADD STORE_FAST head LOAD_CONST 0 LOAD_FAST head DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST length COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 230 POP_TOP LOAD_GLOBAL IndexError LOAD_CONST 'index {0} out of bounds for length {1}' LOAD_METHOD format LOAD_FAST original_head LOAD_FAST length CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _view LOAD_FAST head BINARY_SUBSCR RETURN_VALUE EXTENDED_ARG JUMP_FORWARD to 932 LOAD_GLOBAL isinstance LOAD_FAST head LOAD_GLOBAL slice CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST head LOAD_METHOD indices LOAD_FAST self LOAD_METHOD _length CALL_METHOD CALL_METHOD UNPACK_SEQUENCE STORE_FAST start STORE_FAST stop STORE_FAST step LOAD_FAST step LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'slice step cannot be zero' CALL_FUNCTION RAISE_VARARGS LOAD_FAST step LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST stop LOAD_FAST start BINARY_SUBTRACT LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST step LOAD_CONST 0 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST stop LOAD_FAST start BINARY_SUBTRACT LOAD_CONST 0 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL divmod LOAD_GLOBAL abs LOAD_FAST start LOAD_FAST stop BINARY_SUBTRACT CALL_FUNCTION LOAD_GLOBAL abs LOAD_FAST step CALL_FUNCTION CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST d STORE_FAST m LOAD_FAST d LOAD_FAST m LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 428 LOAD_CONST 0 BINARY_ADD STORE_FAST length JUMP_FORWARD to 438 LOAD_CONST 0 STORE_FAST length LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST start LOAD_FAST step LOAD_FAST length BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST mystart STORE_FAST mystep STORE_FAST mylength LOAD_FAST step LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST start STORE_FAST skip JUMP_FORWARD to 514 LOAD_FAST mylength LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST start BINARY_SUBTRACT STORE_FAST skip LOAD_FAST mystart LOAD_FAST mystep LOAD_FAST start BINARY_MULTIPLY BINARY_ADD LOAD_FAST mystep LOAD_FAST step BINARY_MULTIPLY LOAD_GLOBAL min LOAD_FAST mylength LOAD_FAST skip BINARY_SUBTRACT LOAD_FAST length CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_FAST head BINARY_SUBSCR RETURN_VALUE EXTENDED_ARG JUMP_FORWARD to 932 LOAD_FAST self LOAD_METHOD _util_toarray LOAD_FAST head LOAD_FAST self LOAD_ATTR INDEXTYPE CALL_METHOD STORE_FAST head LOAD_FAST self LOAD_METHOD _util_isintegertype LOAD_FAST head LOAD_ATTR dtype LOAD_ATTR type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _length CALL_METHOD STORE_FAST length LOAD_FAST head LOAD_CONST 0 COMPARE_OP < STORE_FAST negative LOAD_FAST negative LOAD_METHOD any CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST head LOAD_FAST negative DUP_TOP BINARY_SUBSCR LOAD_FAST length INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD bitwise_and LOAD_CONST 0 LOAD_FAST head COMPARE_OP <= LOAD_FAST head LOAD_FAST length COMPARE_OP < CALL_METHOD LOAD_METHOD all CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL IndexError LOAD_CONST 'some indexes out of bounds for length {0}' LOAD_METHOD format LOAD_FAST length CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST head RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST mystart STORE_FAST mystep STORE_FAST mylength LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD arange LOAD_FAST mystart LOAD_FAST mystart LOAD_FAST mystep LOAD_FAST mylength BINARY_MULTIPLY BINARY_ADD LOAD_FAST mystep CALL_METHOD LOAD_FAST head BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_FAST head BINARY_SUBSCR RETURN_VALUE JUMP_FORWARD to 932 LOAD_GLOBAL issubclass LOAD_FAST head LOAD_ATTR dtype LOAD_ATTR type LOAD_GLOBAL bool LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bool_ BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _length CALL_METHOD STORE_FAST length LOAD_GLOBAL len LOAD_FAST head CALL_FUNCTION LOAD_FAST length COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL IndexError LOAD_CONST 'boolean index of length {0} does not fit array of length {1}' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST head CALL_FUNCTION LOAD_FAST length CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD arange LOAD_FAST length CALL_METHOD LOAD_FAST head BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST mystart STORE_FAST mystep STORE_FAST mylength LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD arange LOAD_FAST mystart LOAD_FAST mystart LOAD_FAST mystep LOAD_FAST mylength BINARY_MULTIPLY BINARY_ADD LOAD_FAST mystep CALL_METHOD LOAD_FAST head BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_FAST head BINARY_SUBSCR RETURN_VALUE JUMP_FORWARD to 932 LOAD_GLOBAL TypeError LOAD_CONST 'cannot interpret dtype {0} as a fancy index or mask' LOAD_METHOD format LOAD_FAST head LOAD_ATTR dtype CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR check_whole_valid POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST checkiter POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _checkiter CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _length CALL_METHOD STORE_FAST length LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 176 LOAD_FAST i LOAD_FAST length COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD Row LOAD_FAST self LOAD_FAST i CALL_METHOD YIELD_VALUE POP_TOP LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 176 LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST mystart STORE_FAST mystep STORE_FAST mylength LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 176 LOAD_FAST i LOAD_FAST mylength COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD Row LOAD_FAST self LOAD_FAST mystart LOAD_FAST i LOAD_FAST mystep BINARY_MULTIPLY BINARY_ADD CALL_METHOD YIELD_VALUE POP_TOP LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 176 SETUP_LOOP to 176 LOAD_FAST self LOAD_ATTR _view GET_ITER FOR_ITER to 174 STORE_FAST i LOAD_FAST self LOAD_METHOD Row LOAD_FAST self LOAD_FAST i CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _util_isstringslice LOAD_FAST where CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE SETUP_EXCEPT to 46 LOAD_FAST self LOAD_ATTR _contents LOAD_FAST where BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST where CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD _index CALL_METHOD STORE_FAST index SETUP_EXCEPT to 110 LOAD_FAST self LOAD_ATTR _contents LOAD_FAST where BINARY_SUBSCR LOAD_FAST index BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST where CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 240 LOAD_GLOBAL OrderedDict CALL_FUNCTION STORE_FAST contents SETUP_LOOP to 228 LOAD_FAST where GET_ITER FOR_ITER to 226 STORE_FAST n SETUP_EXCEPT to 186 LOAD_FAST self LOAD_ATTR _contents LOAD_FAST n BINARY_SUBSCR LOAD_FAST contents LOAD_FAST n STORE_SUBSCR POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'no column named {0}' LOAD_METHOD format LOAD_GLOBAL repr LOAD_FAST n CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR copy LOAD_FAST contents LOAD_CONST ('contents',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST where LOAD_CONST () COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST where BUILD_TUPLE STORE_FAST where LOAD_FAST where LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST where LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR ROT_TWO STORE_FAST head STORE_FAST tail LOAD_FAST tail LOAD_CONST () COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'multidimensional index through a Table (TODO: needed for [0, n) -> [0, m) -> "table" -> ...)' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _newslice LOAD_FAST head CALL_METHOD STORE_FAST newslice LOAD_FAST self LOAD_METHOD _util_isinteger LOAD_FAST newslice CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD Row LOAD_FAST self LOAD_FAST newslice CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR copy LOAD_FAST self LOAD_ATTR _contents LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out LOAD_FAST newslice LOAD_FAST out STORE_ATTR _view LOAD_FAST self LOAD_FAST out STORE_ATTR _base LOAD_CONST None LOAD_FAST out STORE_ATTR _rowstart LOAD_FAST out RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "new columns can only be attached to the original Table, not a view (try table.base['col'] = array)" CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 46 LOAD_GLOBAL len LOAD_FAST what CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 84 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD full LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_FAST what CALL_METHOD STORE_FAST what POP_EXCEPT JUMP_FORWARD to 84 END_FINALLY LOAD_FAST self LOAD_METHOD _util_toarray LOAD_FAST what LOAD_FAST self LOAD_ATTR DEFAULTTYPE CALL_METHOD LOAD_FAST self LOAD_ATTR _contents LOAD_FAST where STORE_SUBSCR JUMP_FORWARD to 278 LOAD_FAST self LOAD_METHOD _util_isstringslice LOAD_FAST where CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST what LOAD_METHOD unzip CALL_METHOD STORE_FAST what LOAD_GLOBAL len LOAD_FAST where CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST what CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'number of keys ({0}) does not match number of provided arrays ({1})' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST where CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST what CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 278 LOAD_GLOBAL zip LOAD_FAST where LOAD_FAST what CALL_FUNCTION GET_ITER FOR_ITER to 260 UNPACK_SEQUENCE STORE_FAST x STORE_FAST y SETUP_EXCEPT to 200 LOAD_GLOBAL len LOAD_FAST y CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 238 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD full LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_FAST y CALL_METHOD STORE_FAST y POP_EXCEPT JUMP_FORWARD to 238 END_FINALLY LOAD_FAST self LOAD_METHOD _util_toarray LOAD_FAST y LOAD_FAST self LOAD_ATTR DEFAULTTYPE CALL_METHOD LOAD_FAST self LOAD_ATTR _contents LOAD_FAST x STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 278 LOAD_GLOBAL TypeError LOAD_CONST 'invalid index for assigning column to Table: {0}' LOAD_METHOD format LOAD_FAST where CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _view LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "columns can only be removed from the original Table, not a view (try del table.base['col'])" CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST where LOAD_GLOBAL awkward0 LOAD_ATTR util LOAD_ATTR string CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _contents LOAD_FAST where DELETE_SUBSCR JUMP_FORWARD to 90 LOAD_FAST self LOAD_METHOD _util_isstringslice LOAD_FAST where CALL_METHOD POP_JUMP_IF_FALSE SETUP_LOOP to 90 LOAD_FAST where GET_ITER FOR_ITER to 72 STORE_FAST x LOAD_FAST self LOAD_ATTR _contents LOAD_FAST x DELETE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 90 LOAD_GLOBAL TypeError LOAD_CONST 'invalid index for removing column from Table: {0}' LOAD_METHOD format LOAD_FAST where CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'out' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'in-place operations not supported' CALL_FUNCTION RAISE_VARARGS LOAD_FAST method LOAD_CONST '__call__' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplemented RETURN_VALUE LOAD_CONST None STORE_FAST inputsdict SETUP_LOOP to 124 LOAD_FAST inputs GET_ITER FOR_ITER to 122 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD _valid CALL_METHOD POP_TOP LOAD_FAST inputsdict LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict LOAD_CONST <code object <listcomp> at 0x7fab42b550c0, file "f.py", line 792> LOAD_CONST 'Table.__array_ufunc__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST x LOAD_ATTR _contents GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST inputsdict LOAD_FAST x STORE_DEREF table JUMP_ABSOLUTE LOAD_GLOBAL set LOAD_FAST inputsdict CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST x LOAD_ATTR _contents CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Tables have different sets of columns' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST inputsdict LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 236 LOAD_FAST inputs GET_ITER FOR_ITER to 234 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 232 LOAD_FAST x LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 200 UNPACK_SEQUENCE STORE_FAST n STORE_FAST y LOAD_FAST inputsdict LOAD_FAST n BINARY_SUBSCR LOAD_METHOD append LOAD_FAST y LOAD_FAST x LOAD_METHOD _index CALL_METHOD BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE SETUP_LOOP to 232 LOAD_FAST inputsdict GET_ITER FOR_ITER to 230 STORE_FAST n LOAD_FAST inputsdict LOAD_FAST n BINARY_SUBSCR LOAD_METHOD append LOAD_FAST x CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST newcolumns LOAD_CONST None STORE_FAST tuplelen SETUP_LOOP to 346 LOAD_FAST inputsdict LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 344 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL getattr LOAD_FAST ufunc LOAD_FAST method CALL_FUNCTION LOAD_FAST x LOAD_FAST kwargs CALL_FUNCTION LOAD_FAST newcolumns LOAD_FAST n STORE_SUBSCR LOAD_FAST tuplelen LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL tuple CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION STORE_FAST tuplelen JUMP_FORWARD to 318 LOAD_CONST False STORE_FAST tuplelen JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL tuple CALL_FUNCTION LOAD_FAST tuplelen COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError LOAD_CONST 'ufuncs return tuples of different lengths or some tuples and some non-tuples' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST newcolumns CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tuplelen LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD _util_iscomparison LOAD_FAST ufunc CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST out SETUP_LOOP to 496 LOAD_FAST newcolumns LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 494 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL issubclass LOAD_FAST x LOAD_ATTR dtype LOAD_ATTR type LOAD_GLOBAL bool LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bool_ BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST x STORE_FAST out JUMP_FORWARD to 490 LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bitwise_and LOAD_FAST out LOAD_FAST x LOAD_FAST out LOAD_CONST ('out',) CALL_FUNCTION STORE_FAST out EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out RETURN_VALUE LOAD_FAST method LOAD_CONST 'at' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tuplelen LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF table LOAD_METHOD empty_like CALL_METHOD STORE_FAST out SETUP_LOOP to 574 LOAD_FAST inputsdict GET_ITER FOR_ITER to 572 STORE_FAST n LOAD_FAST newcolumns LOAD_FAST n BINARY_SUBSCR LOAD_FAST out LOAD_FAST n STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_CLOSURE table BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab42b55150, file "f.py", line 847> LOAD_CONST 'Table.__array_ufunc__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST tuplelen CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST out SETUP_LOOP to 652 LOAD_FAST inputsdict GET_ITER FOR_ITER to 650 STORE_FAST n SETUP_LOOP to 646 LOAD_GLOBAL range LOAD_FAST tuplelen CALL_FUNCTION GET_ITER FOR_ITER to 644 STORE_FAST i LOAD_FAST newcolumns LOAD_FAST n BINARY_SUBSCR LOAD_FAST out LOAD_FAST i BINARY_SUBSCR LOAD_FAST n STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL tuple LOAD_FAST out CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST n LOAD_FAST n BUILD_LIST BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_DEREF table LOAD_METHOD empty_like CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR full LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_CONST -1 LOAD_FAST self LOAD_ATTR INDEXTYPE LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST maskedwhen POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR zeros LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_FAST self LOAD_ATTR MASKTYPE LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ones LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_FAST self LOAD_ATTR MASKTYPE LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call choose on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argchoose on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call distincts on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argdistincts on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call pairs on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argpairs on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call cross on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argcross on a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST 'cannot flatten through a Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR copy BUILD_MAP LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 58 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 56 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST self LOAD_METHOD _util_pad LOAD_FAST x LOAD_FAST length LOAD_FAST maskedwhen LOAD_FAST clip LOAD_FAST axis CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_DEREF self LOAD_METHOD _valid CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab42b55930, file "f.py", line 898> LOAD_CONST 'Table.regular.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST pairs LOAD_DEREF self LOAD_ATTR numpy LOAD_METHOD empty LOAD_GLOBAL len LOAD_DEREF self CALL_FUNCTION LOAD_CONST <code object <listcomp> at 0x7fab42b559c0, file "f.py", line 899> LOAD_CONST 'Table.regular.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST pairs GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST out SETUP_LOOP to 84 LOAD_FAST pairs GET_ITER FOR_ITER to 82 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST x LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_DEREF self LOAD_METHOD _util_regular LOAD_FAST x CALL_METHOD BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_FAST x LOAD_ATTR dtype LOAD_FAST x LOAD_ATTR shape LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD copy CALL_METHOD STORE_FAST out LOAD_GLOBAL OrderedDict LOAD_CONST <code object <listcomp> at 0x7fab42b55ae0, file "f.py", line 908> LOAD_CONST 'Table.flattentuple.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST out LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents LOAD_FAST self LOAD_ATTR istuple POP_JUMP_IF_FALSE LOAD_GLOBAL OrderedDict CALL_FUNCTION STORE_FAST contents SETUP_LOOP to 236 LOAD_FAST out LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 234 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR istuple POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR _view LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL slice LOAD_FAST x LOAD_METHOD _length CALL_METHOD CALL_FUNCTION STORE_FAST view JUMP_FORWARD to 174 LOAD_GLOBAL isinstance LOAD_FAST x LOAD_ATTR _view LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR _view UNPACK_SEQUENCE STORE_FAST start STORE_FAST step STORE_FAST length LOAD_FAST start LOAD_FAST step LOAD_FAST length BINARY_MULTIPLY BINARY_ADD STORE_FAST stop LOAD_FAST stop LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST stop LOAD_GLOBAL slice LOAD_FAST start LOAD_FAST stop LOAD_FAST step CALL_FUNCTION STORE_FAST view JUMP_FORWARD to 174 LOAD_FAST x LOAD_ATTR _view STORE_FAST view SETUP_LOOP to 232 LOAD_FAST x LOAD_ATTR _contents LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 212 STORE_FAST y LOAD_FAST y LOAD_FAST view BINARY_SUBSCR LOAD_FAST contents LOAD_GLOBAL str LOAD_GLOBAL len LOAD_FAST contents CALL_FUNCTION CALL_FUNCTION STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE LOAD_FAST x LOAD_FAST contents LOAD_GLOBAL str LOAD_GLOBAL len LOAD_FAST contents CALL_FUNCTION CALL_FUNCTION STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST contents LOAD_FAST out STORE_ATTR _contents LOAD_FAST out RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Table CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD flattentuple CALL_METHOD JUMP_FORWARD to 34 LOAD_FAST x BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL sum LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab42b55c90, file "f.py", line 941> LOAD_CONST 'Table._hasjagged.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _contents LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST num LOAD_FAST num LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST num LOAD_GLOBAL len LOAD_DEREF self LOAD_ATTR _contents CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST 'some Table columns are jagged and others are not' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_DEREF self LOAD_METHOD _util_hasjagged LOAD_FAST x CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 22 LOAD_CONST 0 YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _hasjagged CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR copy BUILD_MAP LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 64 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 62 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST self LOAD_METHOD _util_reduce LOAD_FAST x LOAD_FAST ufunc LOAD_FAST identity LOAD_FAST dtype CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR Table LOAD_METHOD named LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bitwise_or LOAD_CONST 'any' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bitwise_and LOAD_CONST 'all' LOAD_CONST None LOAD_CONST 'count' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR count_nonzero LOAD_CONST 'count_nonzero' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR add LOAD_CONST 'sum' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR multiply LOAD_CONST 'prod' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR minimum LOAD_CONST 'min' LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR maximum LOAD_CONST 'max' BUILD_MAP LOAD_FAST ufunc BINARY_SUBSCR CALL_METHOD STORE_FAST out LOAD_CONST True LOAD_FAST out STORE_ATTR _showdict SETUP_LOOP to 214 LOAD_FAST self LOAD_ATTR _contents GET_ITER FOR_ITER to 212 STORE_FAST n LOAD_FAST self LOAD_ATTR _contents LOAD_FAST n BINARY_SUBSCR LOAD_FAST self LOAD_METHOD _index CALL_METHOD BINARY_SUBSCR STORE_FAST x LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD array LOAD_FAST self LOAD_METHOD _util_reduce LOAD_FAST x LOAD_FAST ufunc LOAD_FAST identity LOAD_FAST dtype CALL_METHOD BUILD_LIST CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out LOAD_METHOD Row LOAD_FAST out LOAD_CONST 0 CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR copy BUILD_MAP LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 138 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 136 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST dtype LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL issubclass LOAD_FAST x LOAD_ATTR dtype LOAD_ATTR type LOAD_GLOBAL bool LOAD_FAST self LOAD_ATTR numpy LOAD_ATTR bool_ BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR numpy LOAD_METHOD dtype LOAD_GLOBAL type LOAD_FAST identity CALL_FUNCTION CALL_METHOD STORE_FAST dtype LOAD_FAST dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD astype LOAD_FAST dtype CALL_METHOD STORE_FAST x JUMP_FORWARD to 126 LOAD_FAST x LOAD_METHOD _prepare LOAD_FAST ufunc LOAD_FAST identity LOAD_FAST dtype CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argmin on Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeError LOAD_CONST 'cannot call argmax on Table' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION LOAD_FAST seen COMPARE_OP in POP_JUMP_IF_FALSE BUILD_LIST RETURN_VALUE LOAD_FAST seen LOAD_METHOD add LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR _contents CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR copy BUILD_MAP LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 50 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 48 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST x LOAD_METHOD astype LOAD_FAST dtype CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR copy BUILD_MAP LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 52 LOAD_FAST self LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 50 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST self LOAD_METHOD _util_fillna LOAD_FAST x LOAD_FAST value CALL_METHOD LOAD_FAST out LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE SETUP_LOOP to 66 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST tables CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION GET_ITER FOR_ITER to 64 STORE_FAST i LOAD_GLOBAL set LOAD_FAST tables LOAD_FAST i BINARY_SUBSCR LOAD_ATTR _contents CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST tables LOAD_FAST i LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR LOAD_ATTR _contents CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'cannot concatenate Tables with different fields' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST tables LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR deepcopy LOAD_GLOBAL OrderedDict CALL_FUNCTION LOAD_CONST ('contents',) CALL_FUNCTION STORE_FAST out SETUP_LOOP to 182 LOAD_FAST tables LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR _contents GET_ITER FOR_ITER to 180 STORE_DEREF n LOAD_GLOBAL type LOAD_FAST tables LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR _contents LOAD_DEREF n BINARY_SUBSCR CALL_FUNCTION STORE_FAST content_type LOAD_FAST content_type LOAD_FAST cls LOAD_ATTR numpy LOAD_ATTR ndarray COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR numpy LOAD_ATTR concatenate STORE_FAST concatenate JUMP_FORWARD to 146 LOAD_FAST content_type LOAD_ATTR concatenate STORE_FAST concatenate LOAD_FAST concatenate LOAD_CLOSURE n BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab81f0b420, file "f.py", line 1029> LOAD_CONST 'Table._concatenate_axis0.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST tables GET_ITER CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_FAST out LOAD_ATTR _contents LOAD_DEREF n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out LOAD_METHOD _valid CALL_METHOD POP_TOP LOAD_FAST out RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST t LOAD_FAST t LOAD_DEREF n BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME awkward0.pandas STORE_DEREF awkward0 LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION LOAD_DEREF seen COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF seen LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_METHOD copy CALL_METHOD DUP_TOP STORE_FAST out LOAD_DEREF seen LOAD_GLOBAL id LOAD_FAST self CALL_FUNCTION STORE_SUBSCR LOAD_DEREF awkward0 LOAD_ATTR pandas LOAD_METHOD mixin LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION CALL_METHOD LOAD_FAST out STORE_ATTR __class__ LOAD_GLOBAL OrderedDict LOAD_CLOSURE awkward0 LOAD_CLOSURE seen BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab7004a150, file "f.py", line 1045> LOAD_CONST 'Table._topandas.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST out LOAD_ATTR _contents LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_FAST out STORE_ATTR _contents LOAD_FAST out RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 48 UNPACK_SEQUENCE STORE_FAST n STORE_FAST x LOAD_FAST n LOAD_GLOBAL isinstance LOAD_FAST x LOAD_DEREF awkward0 LOAD_ATTR array LOAD_ATTR base LOAD_ATTR AwkwardArray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD _topandas LOAD_DEREF seen CALL_METHOD JUMP_FORWARD to 40 LOAD_FAST x BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE
import numbers import re import types from collections import OrderedDict try: from collections.abc import Iterable except ImportError: from collections import Iterable import numpy import awkward0.array.base import awkward0.type import awkward0.util class Table(awkward0.array.base.AwkwardArray): """ Table """ class Row(awkward0.util.NDArrayOperatorsMixin): """ Table.Row """ __slots__ = ["_table", "_index"] def __init__(self, table, index): self._table = table self._index = index def __repr__(self): if self._table.istuple: return "({0})".format( ", ".join(str(self[n]) for n in self._table._contents) ) elif getattr(self._table, "_showdict", False): return "<{0} {{{1}}}>".format( self._table._rowname, ", ".join( "{0}: {1}".format(repr(n), str(self[n])) for n in self._table._contents ), ) else: return "<{0} {1}>".format( self._table._rowname, self._index + self._table.rowstart ) def __contains__(self, name): return name in self._table._contents def tolist(self): if self._table.istuple: return tuple( self._table._try_tolist(self[n]) for n in self._table._contents ) else: return dict( (n, self._table._try_tolist(x[self._index])) for n, x in self._table._contents.items() ) def __len__(self): if self._table.rowname == "tuple": i = 0 while str(i) in self._table._contents: i += 1 return i else: return len(self._table._contents) def __iter__(self, checkiter=True): if checkiter: self._table._checkiter() if self._table.rowname == "tuple": i = 0 while str(i) in self._table._contents: yield self._table._contents[str(i)][self._index] i += 1 else: for i in self._table._contents: yield i def __getitem__(self, where): if isinstance(where, awkward0.util.string): try: return self._table._contents[where][self._index] except KeyError: raise ValueError("no column named {0}".format(repr(where))) elif self._util_isstringslice(where): contents = OrderedDict() for n in where: try: contents[n] = self._table._contents[n] except KeyError: raise ValueError("no column named {0}".format(repr(n))) table = self._table.copy(contents=contents) return table.Row(table, self._index) else: index = self._index if not isinstance(index, tuple): index = (index,) if not isinstance(where, tuple): where = (where,) return self._table.Row(table, index + where) def __array_ufunc__(self, ufunc, method, *inputs, **kwargs): if "out" in kwargs: raise NotImplementedError("in-place operations not supported") if method != "__call__": return NotImplemented torow = not any( not isinstance(x, Table.Row) and isinstance(x, Iterable) for x in inputs ) inputs = list(inputs) for i in range(len(inputs)): if isinstance(inputs[i], Table.Row): inputs[i] = inputs[i]._table[ inputs[i]._index : inputs[i]._index + 1 ] result = getattr(ufunc, method)(*inputs, **kwargs) if torow: if isinstance(result, tuple): out = [] for x in result: if isinstance(x, Table): out.append( awkward0.array.objects.Methods.maybemixin( type(x), self._table.Table.Row )(x, 0) ) out[-1]._table._showdict = True else: out.append(x) return tuple(out) elif method == "at": return None else: out = awkward0.array.objects.Methods.maybemixin( type(result), self._table.Table.Row )(result, 0) out._table._showdict = True return out else: return result def __eq__(self, other): if not isinstance(other, Table.Row): return False elif self._table is other._table and self._index == other._index: return True else: return set(self._table._contents) == set( other._table._contents ) and all( self._table._contents[n][self._index] == other._table._contents[n][other._index] for n in self._table._contents ) def __ne__(self, other): return not self.__eq__(other) def __getattr__(self, where): if where in super(Table.Row, self).__dir__(): return super(Table.Row, self).__getattribute__(where) else: if where in self.columns: try: return self[where] except Exception as err: raise AttributeError( "while trying to get column {0}, an exception occurred:\n{1}: {2}".format( repr(where), type(err), str(err) ) ) else: raise AttributeError("no column named {0}".format(repr(where))) def __dir__(self): return sorted( set( super(Table.Row, self).__dir__() + [ x for x in self.columns if self._dir_pattern.match(x) and not keyword.iskeyword(x) ] ) ) _dir_pattern = re.compile(r"^[a-zA-Z_]\w*$") @property def columns(self): return self._table.columns @property def i0(self): return self["0"] @property def i1(self): return self["1"] @property def i2(self): return self["2"] @property def i3(self): return self["3"] @property def i4(self): return self["4"] @property def i5(self): return self["5"] @property def i6(self): return self["6"] @property def i7(self): return self["7"] @property def i8(self): return self["8"] @property def i9(self): return self["9"] def __init__(self, columns1={}, *columns2, **columns3): self._view = None self._base = None self.rowname = ( "Row" if isinstance(columns1, dict) or len(columns3) > 0 else "tuple" ) self.rowstart = None self._contents = OrderedDict() seen = set() if isinstance(columns1, dict): for n, x in columns1.items(): if n in seen: raise ValueError("column {0} occurs more than once".format(repr(n))) seen.add(n) self[n] = x if len(columns2) != 0: raise TypeError( "only one positional argument when first argument is a dict" ) else: self["0"] = columns1 for i, x in enumerate(columns2): self[str(i + 1)] = x seen.update(self._contents) for n, x in columns3.items(): if n in seen: raise ValueError("column {0} occurs more than once".format(repr(n))) seen.add(n) self[n] = x def tolist(self): return list(x.tolist() for x in self) @classmethod def named(cls, rowname, columns1={}, *columns2, **columns3): out = cls(columns1, *columns2, **columns3) out.rowname = rowname return out @property def rowname(self): return self._rowname @rowname.setter def rowname(self, value): if self.check_prop_valid: if not isinstance(value, awkward0.util.string): raise TypeError("rowname must be a string") self._rowname = value def _util_rowname(self, seen): return self._rowname @property def rowstart(self): if self._rowstart is not None: return self._rowstart elif self._base is not None: return self._base.rowstart else: return 0 @rowstart.setter def rowstart(self, value): if self.check_prop_valid: if value is not None and not isinstance( value, (numbers.Integral, numpy.integer) ): raise TypeError("rowstart must be None or an integer") self._rowstart = value @classmethod def fromrec(cls, recarray): if not isinstance(recarray, cls.numpy.ndarray) or recarray.dtype.names is None: raise TypeError("recarray must be a Numpy structured array") out = cls() for n in recarray.dtype.names: out[n] = recarray[n] return out @classmethod def frompairs(cls, pairs, rowstart=0): out = cls() for n, x in pairs: out[n] = x out._rowstart = rowstart return out @classmethod def fromview(cls, view, base): if view is None: return base elif ( isinstance(view, tuple) and len(view) == 3 and all(cls._util_isinteger(x) for x in view) ): start, step, length = view out = base.copy() out._view = int(start), int(step), int(length) out._base = base out._rowstart = None return out elif isinstance(view, cls.numpy.ndarray) and cls._util_isintegertype( view.dtype.type ): out = base.copy() out._view = view out._base = base out._rowstart = None return out else: raise TypeError( "view must be None, a 3-tuple of integers, or a Numpy array of integers" ) def copy(self, contents=None): out = self.__class__.__new__(self.__class__) out._view = self._view out._base = self._base out._rowstart = self._rowstart out._rowname = self._rowname out._contents = self._contents if contents is not None and isinstance(contents, dict): out._contents = OrderedDict(contents.items()) elif contents is not None: out._contents = OrderedDict(contents) else: out._contents = OrderedDict(self._contents.items()) return out def deepcopy(self, contents=None): out = self.copy(contents=contents) out._contents = OrderedDict( [ (n, self._util_deepcopy(x[out._index()])) for n, x in out._contents.items() ] ) out._view = None out._base = None out._rowstart = None return out def empty_like(self, **overrides): out = self.__class__.__new__(self.__class__) out._view = None out._base = None out._rowstart = None out._rowname = self._rowname out._contents = OrderedDict() return out def zeros_like(self, **overrides): out = self.empty_like(**overrides) for n, x in self._contents.items(): if isinstance(x, self.numpy.ndarray): out[n] = self.numpy.zeros_like(x) else: out[n] = x.zeros_like(**overrides) return out def ones_like(self, **overrides): out = self.empty_like(**overrides) for n, x in self._contents.items(): if isinstance(x, self.numpy.ndarray): out[n] = self.numpy.ones_like(x) else: out[n] = x.ones_like(**overrides) return out def __awkward_serialize__(self, serializer): self._valid() out = serializer.encode_call( ["awkward0", "Table", "frompairs"], { "pairs": [ [n, serializer(x, "Table.contents")] for n, x in self._contents.items() ] }, {"json": self.rowstart}, ) if isinstance(self._view, tuple): start, step, length = self._view out = serializer.encode_call( ["awkward0", "Table", "fromview"], { "tuple": [ {"json": start}, {"json": step}, {"json": length}, ] }, out, ) elif isinstance(self._view, self.numpy.ndarray): out = serializer.encode_call( ["awkward0", "Table", "fromview"], serializer(self._view, "Table.view"), out, ) return out @property def base(self): return self._base @property def contents(self): return self._contents @contents.setter def contents(self, value): if self.check_prop_valid: if not isinstance(value, dict) or not all( isinstance(n, awkward0.util.string) for n in value ): raise TypeError("contents must be a dict from strings to arrays") for n in list(value): value[n] = self._util_toarray(value[n], self.DEFAULTTYPE) self._contents = value def _getnbytes(self, seen): if id(self) in seen: return 0 else: seen.add(id(self)) return sum( x.nbytes if isinstance(x, self.numpy.ndarray) else x._getnbytes(seen) for x in self._contents.values() ) def __len__(self): return self._length() def _gettype(self, seen): out = awkward0.type.TableType() for n, x in self._contents.items(): out[n] = awkward0.type._fromarray(x, seen) return out def _util_layout(self, position, seen, lookup): args = () for i, (n, x) in enumerate(self._contents.items()): awkward0.type.LayoutNode(x, position + (i,), seen, lookup) args = args + (awkward0.type.LayoutArg(n, position + (i,)),) return args def _length(self): if self._view is None: if len(self._contents) == 0: return 0 else: return min([len(x) for x in self._contents.values()]) elif isinstance(self._view, tuple): start, step, length = self._view return length else: return len(self._view) def _index(self): if self._view is None: return slice(self._length()) elif isinstance(self._view, tuple): start, step, length = self._view stop = start + step * length if stop < 0: stop = None return slice(start, stop, step) else: return self._view def _newslice(self, head): if self._util_isinteger(head): original_head = head if self._view is None: length = self._length() if head < 0: head += length if not 0 <= head < length: raise IndexError( "index {0} out of bounds for length {1}".format( original_head, length ) ) return head elif isinstance(self._view, tuple): mystart, mystep, mylength = self._view if head < 0: head += mylength if not 0 <= head < mylength: raise IndexError( "index {0} out of bounds for length {1}".format( original_head, mylength ) ) return mystart + mystep * head else: length = len(self._view) if head < 0: head += length if not 0 <= head < length: raise IndexError( "index {0} out of bounds for length {1}".format( original_head, length ) ) return self._view[head] elif isinstance(head, slice): if self._view is None or isinstance(self._view, tuple): start, stop, step = head.indices(self._length()) if step == 0: raise ValueError("slice step cannot be zero") if (step > 0 and stop - start > 0) or (step < 0 and stop - start < 0): d, m = divmod(abs(start - stop), abs(step)) length = d + (1 if m != 0 else 0) else: length = 0 if self._view is None: return start, step, length elif isinstance(self._view, tuple): mystart, mystep, mylength = self._view if step > 0: skip = start else: skip = mylength - 1 - start return ( mystart + mystep * start, mystep * step, min(mylength - skip, length), ) else: return self._view[head] else: head = self._util_toarray(head, self.INDEXTYPE) if self._util_isintegertype(head.dtype.type): length = self._length() negative = head < 0 if negative.any(): head[negative] += length if not self.numpy.bitwise_and(0 <= head, head < length).all(): raise IndexError( "some indexes out of bounds for length {0}".format(length) ) if self._view is None: return head elif isinstance(self._view, tuple): mystart, mystep, mylength = self._view return self.numpy.arange( mystart, mystart + mystep * mylength, mystep )[head] else: return self._view[head] elif issubclass(head.dtype.type, (bool, self.numpy.bool_)): length = self._length() if len(head) != length: raise IndexError( "boolean index of length {0} does not fit array of length {1}".format( len(head), length ) ) if self._view is None: return self.numpy.arange(length)[head] elif isinstance(self._view, tuple): mystart, mystep, mylength = self._view return self.numpy.arange( mystart, mystart + mystep * mylength, mystep )[head] else: return self._view[head] else: raise TypeError( "cannot interpret dtype {0} as a fancy index or mask".format( head.dtype ) ) def _valid(self): if self.check_whole_valid: pass def __iter__(self, checkiter=True): if checkiter: self._checkiter() if self._view is None: length = self._length() i = 0 while i < length: yield self.Row(self, i) i += 1 elif isinstance(self._view, tuple): mystart, mystep, mylength = self._view i = 0 while i < mylength: yield self.Row(self, mystart + i * mystep) i += 1 else: for i in self._view: yield self.Row(self, i) def __getitem__(self, where): if self._util_isstringslice(where): if isinstance(where, awkward0.util.string): if self._view is None: try: return self._contents[where] except KeyError: raise ValueError("no column named {0}".format(repr(where))) else: index = self._index() try: return self._contents[where][index] except KeyError: raise ValueError("no column named {0}".format(repr(where))) else: contents = OrderedDict() for n in where: try: contents[n] = self._contents[n] except KeyError: raise ValueError("no column named {0}".format(repr(n))) return self.copy(contents=contents) if isinstance(where, tuple) and where == (): return self if not isinstance(where, tuple): where = (where,) head, tail = where[0], where[1:] if tail != (): raise NotImplementedError( 'multidimensional index through a Table (TODO: needed for [0, n) -> [0, m) -> "table" -> ...)' ) newslice = self._newslice(head) if self._util_isinteger(newslice): return self.Row(self, newslice) else: out = self.copy(contents=self._contents) out._view = newslice out._base = self out._rowstart = None return out def __setitem__(self, where, what): if self._view is not None: raise ValueError( "new columns can only be attached to the original Table, not a view (try table.base['col'] = array)" ) if isinstance(where, awkward0.util.string): try: len(what) except TypeError: what = self.numpy.full(len(self), what) self._contents[where] = self._util_toarray(what, self.DEFAULTTYPE) elif self._util_isstringslice(where): what = what.unzip() if len(where) != len(what): raise ValueError( "number of keys ({0}) does not match number of provided arrays ({1})".format( len(where), len(what) ) ) for x, y in zip(where, what): try: len(y) except TypeError: y = self.numpy.full(len(self), y) self._contents[x] = self._util_toarray(y, self.DEFAULTTYPE) else: raise TypeError( "invalid index for assigning column to Table: {0}".format(where) ) def __delitem__(self, where): if self._view is not None: raise ValueError( "columns can only be removed from the original Table, not a view (try del table.base['col'])" ) if isinstance(where, awkward0.util.string): del self._contents[where] elif self._util_isstringslice(where): for x in where: del self._contents[x] else: raise TypeError( "invalid index for removing column from Table: {0}".format(where) ) def __array_ufunc__(self, ufunc, method, *inputs, **kwargs): if "out" in kwargs: raise NotImplementedError("in-place operations not supported") if method != "__call__": return NotImplemented inputsdict = None for x in inputs: if isinstance(x, Table): x._valid() if inputsdict is None: inputsdict = OrderedDict([(n, []) for n in x._contents]) table = x elif set(inputsdict) != set(x._contents): raise ValueError("Tables have different sets of columns") assert inputsdict is not None for x in inputs: if isinstance(x, Table): for n, y in x._contents.items(): inputsdict[n].append(y[x._index()]) else: for n in inputsdict: inputsdict[n].append(x) newcolumns = {} tuplelen = None for n, x in inputsdict.items(): newcolumns[n] = getattr(ufunc, method)(*x, **kwargs) if tuplelen is None: if isinstance(x, tuple): tuplelen = len(x) else: tuplelen = False elif isinstance(x, tuple) != tuplelen: raise AssertionError( "ufuncs return tuples of different lengths or some tuples and some non-tuples" ) assert len(newcolumns) != 0 assert tuplelen is not None if self._util_iscomparison(ufunc): out = None for x in newcolumns.values(): assert isinstance(x, self.numpy.ndarray) assert issubclass(x.dtype.type, (bool, self.numpy.bool_)) if out is None: out = x else: out = self.numpy.bitwise_and(out, x, out=out) assert out is not None return out if method == "at": return None if tuplelen is False: out = table.empty_like() for n in inputsdict: out[n] = newcolumns[n] return out else: out = [table.empty_like() for i in range(tuplelen)] for n in inputsdict: for i in range(tuplelen): out[i][n] = newcolumns[n] return tuple(out) @property def counts(self): return self.numpy.full(len(self), -1, dtype=self.INDEXTYPE) def boolmask(self, maskedwhen=True): if maskedwhen: return self.numpy.zeros(len(self), dtype=self.MASKTYPE) else: return self.numpy.ones(len(self), dtype=self.MASKTYPE) def choose(self, n): raise TypeError("cannot call choose on a Table") def argchoose(self, n): raise TypeError("cannot call argchoose on a Table") def distincts(self, nested=False): raise TypeError("cannot call distincts on a Table") def argdistincts(self, nested=False): raise TypeError("cannot call argdistincts on a Table") def pairs(self, nested=False): raise TypeError("cannot call pairs on a Table") def argpairs(self, nested=False): raise TypeError("cannot call argpairs on a Table") def cross(self, other, nested=False): raise TypeError("cannot call cross on a Table") def argcross(self, other, nested=False): raise TypeError("cannot call argcross on a Table") def flatten(self, axis=0): raise ValueError("cannot flatten through a Table") def pad(self, length, maskedwhen=True, clip=False, axis=0): out = self.copy(contents={}) for n, x in self._contents.items(): out[n] = self._util_pad(x, length, maskedwhen, clip, axis) return out def regular(self): self._valid() pairs = [(n, self._util_regular(x)) for n, x in self.items()] out = self.numpy.empty(len(self), [(n, x.dtype, x.shape[1:]) for n, x in pairs]) for n, x in pairs: out[n] = x return out def flattentuple(self): out = self.copy() out._contents = OrderedDict( [ (n, x.flattentuple() if isinstance(x, Table) else x) for n, x in out._contents.items() ] ) if self.istuple: contents = OrderedDict() for n, x in out._contents.items(): if isinstance(x, Table) and x.istuple: if x._view is None: view = slice(x._length()) elif isinstance(x._view, tuple): start, step, length = x._view stop = start + step * length if stop < 0: stop = None view = slice(start, stop, step) else: view = x._view for y in x._contents.values(): contents[str(len(contents))] = y[view] else: contents[str(len(contents))] = x out._contents = contents return out def _hasjagged(self): num = sum(1 if self._util_hasjagged(x) else 0 for x in self._contents.values()) if num == 0: return False elif num == len(self._contents): return True else: raise ValueError("some Table columns are jagged and others are not") def _reduce(self, ufunc, identity, dtype): if self._hasjagged(): out = self.copy(contents={}) for n, x in self._contents.items(): out[n] = self._util_reduce(x, ufunc, identity, dtype) return out else: out = self.Table.named( { self.numpy.bitwise_or: "any", self.numpy.bitwise_and: "all", None: "count", self.numpy.count_nonzero: "count_nonzero", self.numpy.add: "sum", self.numpy.multiply: "prod", self.numpy.minimum: "min", self.numpy.maximum: "max", }[ufunc] ) out._showdict = True for n in self._contents: x = self._contents[n][self._index()] out[n] = self.numpy.array( [self._util_reduce(x, ufunc, identity, dtype)] ) return out.Row(out, 0) def _prepare(self, ufunc, identity, dtype): out = self.copy(contents={}) for n, x in self._contents.items(): if isinstance(x, self.numpy.ndarray): if dtype is None and issubclass(x.dtype.type, (bool, self.numpy.bool_)): dtype = self.numpy.dtype(type(identity)) if dtype is not None: x = x.astype(dtype) else: x = x._prepare(ufunc, identity, dtype) out[n] = x return out def argmin(self): raise TypeError("cannot call argmin on Table") def argmax(self): raise TypeError("cannot call argmax on Table") def _util_columns(self, seen): if id(self) in seen: return [] seen.add(id(self)) return list(self._contents) def astype(self, dtype): out = self.copy(contents={}) for n, x in self._contents.items(): out[n] = x.astype(dtype) return out def fillna(self, value): out = self.copy(contents={}) for n, x in self._contents.items(): out[n] = self._util_fillna(x, value) return out @classmethod def _concatenate_axis0(cls, tables): for i in range(len(tables) - 1): if set(tables[i]._contents) != set(tables[i + 1]._contents): raise ValueError("cannot concatenate Tables with different fields") out = tables[0].deepcopy(contents=OrderedDict()) for n in tables[0]._contents: content_type = type(tables[0]._contents[n]) if content_type == cls.numpy.ndarray: concatenate = cls.numpy.concatenate else: concatenate = content_type.concatenate out._contents[n] = concatenate([t[n] for t in tables], axis=0) out._valid() return out _topandas_name = "TableSeries" def _topandas(self, seen): import awkward0.pandas if id(self) in seen: return seen[id(self)] else: out = seen[id(self)] = self.copy() out.__class__ = awkward0.pandas.mixin(type(self)) out._contents = OrderedDict( ( n, ( x._topandas(seen) if isinstance(x, awkward0.array.base.AwkwardArray) else x ), ) for n, x in out._contents.items() ) return out
data/awkward0-0.15.5/awkward0/array/table.py
19,665
9,047
194,170
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME cvxpy STORE_NAME cp LOAD_CONST 0 LOAD_CONST None IMPORT_NAME cvxpy.settings IMPORT_FROM settings STORE_NAME s POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseTest',) IMPORT_NAME cvxpy.tests.base_test IMPORT_FROM BaseTest STORE_NAME BaseTest POP_TOP LOAD_NAME warnings LOAD_METHOD filterwarnings LOAD_CONST 'ignore' CALL_METHOD POP_TOP LOAD_NAME s LOAD_ATTR SCS LOAD_NAME s LOAD_ATTR ECOS BUILD_LIST STORE_NAME SOLVE_METHODS LOAD_NAME s LOAD_ATTR SCS LOAD_CONST 'eps' LOAD_NAME s LOAD_ATTR ECOS LOAD_CONST 'abstol' BUILD_MAP STORE_NAME EPS_NAME LOAD_CONST False LOAD_NAME SOLVE_METHODS LOAD_CONST 1e-05 LOAD_CONST 1e-06 LOAD_CONST 1e-09 BUILD_TUPLE LOAD_NAME bool LOAD_NAME list LOAD_NAME float LOAD_NAME float LOAD_NAME float LOAD_CONST None LOAD_CONST ('gp', 'solve_methods', 'delta', 'atol', 'eps', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object perturbcheck at 0x7faa7c277420, file "f.py", line 15> LOAD_CONST 'perturbcheck' MAKE_FUNCTION STORE_NAME perturbcheck LOAD_CONST False LOAD_NAME SOLVE_METHODS LOAD_CONST 1e-05 LOAD_CONST 0.0001 LOAD_CONST 1e-09 BUILD_TUPLE LOAD_NAME bool LOAD_NAME list LOAD_NAME float LOAD_NAME float LOAD_NAME float LOAD_CONST None LOAD_CONST ('gp', 'solve_methods', 'delta', 'atol', 'eps', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object gradcheck at 0x7faa7c277d20, file "f.py", line 73> LOAD_CONST 'gradcheck' MAKE_FUNCTION STORE_NAME gradcheck LOAD_BUILD_CLASS LOAD_CONST <code object TestBackward at 0x7faa8c2419c0, file "f.py", line 141> LOAD_CONST 'TestBackward' MAKE_FUNCTION LOAD_CONST 'TestBackward' LOAD_NAME BaseTest CALL_FUNCTION STORE_NAME TestBackward LOAD_BUILD_CLASS LOAD_CONST <code object TestBackwardDgp at 0x7faac0322390, file "f.py", line 379> LOAD_CONST 'TestBackwardDgp' MAKE_FUNCTION LOAD_CONST 'TestBackwardDgp' LOAD_NAME BaseTest CALL_FUNCTION STORE_NAME TestBackwardDgp LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 404 LOAD_FAST solve_methods GET_ITER EXTENDED_ARG FOR_ITER to 402 STORE_FAST solver LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_GLOBAL EPS_NAME LOAD_FAST solver BINARY_SUBSCR LOAD_FAST eps BUILD_MAP STORE_FAST eps_opt LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_GLOBAL s LOAD_ATTR DIFFCP LOAD_FAST gp LOAD_CONST True LOAD_FAST solver LOAD_CONST ('solver', 'gp', 'requires_grad', 'solve_method') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP SETUP_LOOP to 118 LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER FOR_ITER to 116 STORE_FAST variable LOAD_GLOBAL np LOAD_ATTR testing LOAD_METHOD assert_equal LOAD_FAST variable LOAD_ATTR delta LOAD_CONST 0.0 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 156 LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER FOR_ITER to 154 STORE_FAST param LOAD_FAST delta LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR randn LOAD_FAST param LOAD_ATTR shape CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST param STORE_ATTR delta JUMP_ABSOLUTE POP_BLOCK LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_GLOBAL s LOAD_ATTR DIFFCP LOAD_FAST gp LOAD_CONST True LOAD_FAST solver LOAD_CONST ('solver', 'gp', 'requires_grad', 'solve_method') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_CONST <code object <listcomp> at 0x7faa7c2779c0, file "f.py", line 53> LOAD_CONST 'perturbcheck.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST variable_values LOAD_CONST <code object <listcomp> at 0x7faa7c2775d0, file "f.py", line 54> LOAD_CONST 'perturbcheck.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST deltas BUILD_MAP STORE_FAST old_values SETUP_LOOP to 278 LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER FOR_ITER to 276 STORE_FAST param LOAD_FAST param LOAD_ATTR value LOAD_FAST old_values LOAD_FAST param STORE_SUBSCR LOAD_FAST param DUP_TOP LOAD_ATTR value LOAD_FAST param LOAD_ATTR delta INPLACE_ADD ROT_TWO STORE_ATTR value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_FAST solver LOAD_FAST gp LOAD_CONST ('solver', 'gp') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST <code object <listcomp> at 0x7faa7c277810, file "f.py", line 62> LOAD_CONST 'perturbcheck.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST problem LOAD_METHOD variables CALL_METHOD LOAD_FAST variable_values CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST num_deltas SETUP_LOOP to 370 LOAD_GLOBAL zip LOAD_FAST deltas LOAD_FAST num_deltas CALL_FUNCTION GET_ITER FOR_ITER to 368 UNPACK_SEQUENCE STORE_FAST analytical STORE_FAST numerical LOAD_GLOBAL np LOAD_ATTR testing LOAD_ATTR assert_allclose LOAD_FAST analytical LOAD_FAST numerical LOAD_FAST atol LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 400 LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER FOR_ITER to 398 STORE_FAST param LOAD_FAST old_values LOAD_FAST param BINARY_SUBSCR LOAD_FAST param STORE_ATTR value EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR value LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v LOAD_ATTR delta LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST v STORE_FAST old_value LOAD_FAST v LOAD_ATTR value LOAD_FAST old_value BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 610 LOAD_FAST solve_methods GET_ITER EXTENDED_ARG FOR_ITER to 608 STORE_FAST solver LOAD_GLOBAL EPS_NAME LOAD_FAST solver BINARY_SUBSCR LOAD_FAST eps BUILD_MAP STORE_FAST eps_opt LOAD_FAST solver LOAD_GLOBAL s LOAD_ATTR SCS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'max_iters' LOAD_FAST kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 15000 LOAD_FAST kwargs LOAD_CONST 'max_iters' STORE_SUBSCR LOAD_GLOBAL sum LOAD_CONST <code object <genexpr> at 0x7faa7c277780, file "f.py", line 88> LOAD_CONST 'gradcheck.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST size LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST size CALL_METHOD STORE_FAST values LOAD_CONST 0 STORE_FAST offset SETUP_LOOP to 174 LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER FOR_ITER to 172 STORE_FAST param LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST param LOAD_ATTR value CALL_METHOD LOAD_METHOD flatten CALL_METHOD LOAD_FAST values LOAD_FAST offset LOAD_FAST offset LOAD_FAST param LOAD_ATTR size BINARY_ADD BUILD_SLICE STORE_SUBSCR LOAD_FAST values LOAD_FAST offset LOAD_FAST offset LOAD_FAST param LOAD_ATTR size BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD reshape LOAD_FAST param LOAD_ATTR shape CALL_METHOD LOAD_FAST param STORE_ATTR value LOAD_FAST offset LOAD_FAST param LOAD_ATTR size INPLACE_ADD STORE_FAST offset JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST values LOAD_ATTR shape CALL_METHOD STORE_FAST numgrad SETUP_LOOP to 378 LOAD_GLOBAL range LOAD_FAST values LOAD_ATTR size CALL_FUNCTION GET_ITER FOR_ITER to 376 STORE_FAST i LOAD_FAST values LOAD_FAST i BINARY_SUBSCR STORE_FAST old LOAD_FAST old LOAD_CONST 0.5 LOAD_FAST delta BINARY_MULTIPLY BINARY_ADD LOAD_FAST values LOAD_FAST i STORE_SUBSCR LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_FAST solver LOAD_FAST gp LOAD_CONST ('solver', 'gp') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_CONST <code object <listcomp> at 0x7faa7c2778a0, file "f.py", line 103> LOAD_CONST 'gradcheck.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST left_solns LOAD_FAST old LOAD_CONST 0.5 LOAD_FAST delta BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST values LOAD_FAST i STORE_SUBSCR LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_FAST solver LOAD_FAST gp LOAD_CONST ('solver', 'gp') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL np LOAD_METHOD concatenate LOAD_CONST <code object <listcomp> at 0x7faa7c277660, file "f.py", line 109> LOAD_CONST 'gradcheck.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST right_solns LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST left_solns CALL_METHOD LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST right_solns CALL_METHOD BINARY_SUBTRACT LOAD_FAST delta BINARY_TRUE_DIVIDE LOAD_FAST numgrad LOAD_FAST i STORE_SUBSCR LOAD_FAST old LOAD_FAST values LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST numgrads LOAD_CONST 0 STORE_FAST offset SETUP_LOOP to 448 LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD GET_ITER FOR_ITER to 446 STORE_FAST param LOAD_FAST numgrads LOAD_METHOD append LOAD_FAST numgrad LOAD_FAST offset LOAD_FAST offset LOAD_FAST param LOAD_ATTR size BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD reshape LOAD_FAST param LOAD_ATTR shape CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST offset LOAD_FAST param LOAD_ATTR size INPLACE_ADD STORE_FAST offset EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST old_gradients SETUP_LOOP to 488 LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER FOR_ITER to 486 STORE_FAST x LOAD_FAST x LOAD_ATTR gradient LOAD_FAST old_gradients LOAD_FAST x STORE_SUBSCR LOAD_CONST None LOAD_FAST x STORE_ATTR gradient EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST problem LOAD_ATTR solve BUILD_TUPLE LOAD_GLOBAL s LOAD_ATTR DIFFCP LOAD_CONST True LOAD_FAST gp LOAD_FAST solver LOAD_CONST ('solver', 'requires_grad', 'gp', 'solve_method') BUILD_CONST_KEY_MAP LOAD_FAST eps_opt LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP SETUP_LOOP to 576 LOAD_GLOBAL zip LOAD_FAST problem LOAD_METHOD parameters CALL_METHOD LOAD_FAST numgrads CALL_FUNCTION GET_ITER FOR_ITER to 574 UNPACK_SEQUENCE STORE_FAST param STORE_FAST numgrad LOAD_GLOBAL np LOAD_ATTR testing LOAD_ATTR assert_allclose LOAD_FAST param LOAD_ATTR gradient LOAD_FAST numgrad LOAD_FAST atol LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 606 LOAD_FAST problem LOAD_METHOD variables CALL_METHOD GET_ITER FOR_ITER to 604 STORE_FAST x LOAD_FAST old_gradients LOAD_FAST x BINARY_SUBSCR LOAD_FAST x STORE_ATTR gradient EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST p LOAD_FAST p LOAD_ATTR size YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_FAST x LOAD_ATTR value LOAD_METHOD flatten CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_FAST x LOAD_ATTR value LOAD_METHOD flatten CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestBackward' STORE_NAME __qualname__ LOAD_CONST 'Test problem.backward() and problem.derivative().' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object setUp at 0x7faa7c277e40, file "f.py", line 144> LOAD_CONST 'TestBackward.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_scalar_quadratic at 0x7faa7c277a50, file "f.py", line 152> LOAD_CONST 'TestBackward.test_scalar_quadratic' MAKE_FUNCTION STORE_NAME test_scalar_quadratic LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_l1_square at 0x7faa7c277b70, file "f.py", line 174> LOAD_CONST 'TestBackward.test_l1_square' MAKE_FUNCTION STORE_NAME test_l1_square LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_l1_rectangle at 0x7faa7c277ae0, file "f.py", line 190> LOAD_CONST 'TestBackward.test_l1_rectangle' MAKE_FUNCTION STORE_NAME test_l1_rectangle LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_least_squares at 0x7faa7c277c90, file "f.py", line 205> LOAD_CONST 'TestBackward.test_least_squares' MAKE_FUNCTION STORE_NAME test_least_squares LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_logistic_regression at 0x7faa7c277c00, file "f.py", line 219> LOAD_CONST 'TestBackward.test_logistic_regression' MAKE_FUNCTION STORE_NAME test_logistic_regression LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_entropy_maximization at 0x7faa8c241540, file "f.py", line 245> LOAD_CONST 'TestBackward.test_entropy_maximization' MAKE_FUNCTION STORE_NAME test_entropy_maximization LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_lml at 0x7faa8c241f60, file "f.py", line 270> LOAD_CONST 'TestBackward.test_lml' MAKE_FUNCTION STORE_NAME test_lml LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_sdp at 0x7faa8c241c00, file "f.py", line 283> LOAD_CONST 'TestBackward.test_sdp' MAKE_FUNCTION STORE_NAME test_sdp LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_forget_requires_grad at 0x7faa8c2410c0, file "f.py", line 304> LOAD_CONST 'TestBackward.test_forget_requires_grad' MAKE_FUNCTION STORE_NAME test_forget_requires_grad LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_infeasible at 0x7faa8c241810, file "f.py", line 328> LOAD_CONST 'TestBackward.test_infeasible' MAKE_FUNCTION STORE_NAME test_infeasible LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_unbounded at 0x7faa8c241300, file "f.py", line 343> LOAD_CONST 'TestBackward.test_unbounded' MAKE_FUNCTION STORE_NAME test_unbounded LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_unsupported_solver at 0x7faa8c241030, file "f.py", line 358> LOAD_CONST 'TestBackward.test_unsupported_solver' MAKE_FUNCTION STORE_NAME test_unsupported_solver LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_zero_in_problem_data at 0x7faa8c2414b0, file "f.py", line 369> LOAD_CONST 'TestBackward.test_zero_in_problem_data' MAKE_FUNCTION STORE_NAME test_zero_in_problem_data LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 18 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME diffcp STORE_FAST diffcp LOAD_FAST diffcp POP_TOP POP_BLOCK JUMP_FORWARD to 48 DUP_TOP LOAD_GLOBAL ModuleNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD skipTest LOAD_CONST 'diffcp not installed.' CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 48 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Variable CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD square LOAD_FAST x LOAD_CONST 2 LOAD_FAST b BINARY_MULTIPLY BINARY_SUBTRACT CALL_METHOD STORE_FAST quadratic LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST quadratic CALL_METHOD LOAD_FAST x LOAD_CONST 0 COMPARE_OP >= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_CONST 3.0 LOAD_FAST b STORE_ATTR value LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST 1e-10 LOAD_CONST ('solver', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 6.0 CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST b LOAD_ATTR gradient LOAD_CONST 2.0 CALL_METHOD POP_TOP LOAD_CONST 4.0 LOAD_FAST x STORE_ATTR gradient LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST b LOAD_ATTR gradient LOAD_CONST 8.0 CALL_METHOD POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST 0.0001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST 0.0001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST 1e-10 LOAD_CONST ('solver', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_CONST 0.001 LOAD_FAST b STORE_ATTR delta LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_CONST 0.002 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST 3 STORE_FAST n LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST n LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST A LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_FAST n LOAD_CONST 'b' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_ATTR pnorm LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST b BINARY_SUBTRACT LOAD_CONST 1 LOAD_CONST ('p',) CALL_FUNCTION CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective CALL_METHOD STORE_FAST problem LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST problem LOAD_METHOD is_dpp CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST n LOAD_FAST n CALL_METHOD STORE_FAST L LOAD_FAST L LOAD_ATTR T LOAD_FAST L BINARY_MATRIX_MULTIPLY LOAD_GLOBAL np LOAD_METHOD eye LOAD_FAST n CALL_METHOD BINARY_ADD LOAD_FAST A STORE_ATTR value LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST n CALL_METHOD LOAD_FAST b STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST (3, 2) UNPACK_SEQUENCE STORE_FAST m STORE_FAST n LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST A LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_FAST m LOAD_CONST 'b' LOAD_CONST ('name',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_ATTR pnorm LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST b BINARY_SUBTRACT LOAD_CONST 1 LOAD_CONST ('p',) CALL_FUNCTION CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective CALL_METHOD STORE_FAST problem LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST problem LOAD_METHOD is_dpp CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m LOAD_FAST n CALL_METHOD LOAD_FAST A STORE_ATTR value LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m CALL_METHOD LOAD_FAST b STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST 0.001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST 0.001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST (20, 5) UNPACK_SEQUENCE STORE_FAST m STORE_FAST n LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST A LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m CALL_METHOD STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST b BINARY_SUBTRACT CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST x CALL_METHOD BINARY_ADD STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST obj CALL_METHOD CALL_METHOD STORE_FAST problem LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m LOAD_FAST n CALL_METHOD LOAD_FAST A STORE_ATTR value LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m CALL_METHOD LOAD_FAST b STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST ('solve_methods',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST ('solve_methods',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST (5, 2) UNPACK_SEQUENCE STORE_FAST N STORE_FAST n LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST N LOAD_FAST n CALL_METHOD STORE_FAST X_np LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST n LOAD_CONST 1 CALL_METHOD STORE_FAST a_true LOAD_CONST <code object sigmoid at 0x7faa7c277540, file "f.py", line 225> LOAD_CONST 'TestBackward.test_logistic_regression.<locals>.sigmoid' MAKE_FUNCTION STORE_FAST sigmoid LOAD_GLOBAL np LOAD_METHOD round LOAD_FAST sigmoid LOAD_FAST X_np LOAD_FAST a_true BINARY_MATRIX_MULTIPLY LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST N LOAD_CONST 1 CALL_METHOD LOAD_CONST 0.5 BINARY_MULTIPLY BINARY_ADD CALL_FUNCTION CALL_METHOD STORE_FAST y LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n LOAD_CONST 1 BUILD_TUPLE CALL_METHOD STORE_FAST a LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST N LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST X LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST ('nonneg',) CALL_FUNCTION STORE_FAST lam LOAD_GLOBAL cp LOAD_METHOD sum LOAD_GLOBAL cp LOAD_METHOD multiply LOAD_FAST y LOAD_FAST X LOAD_FAST a BINARY_MATRIX_MULTIPLY CALL_METHOD LOAD_GLOBAL cp LOAD_ATTR log_sum_exp LOAD_GLOBAL cp LOAD_METHOD hstack LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST N LOAD_CONST 1 BUILD_TUPLE CALL_METHOD LOAD_FAST X LOAD_FAST a BINARY_MATRIX_MULTIPLY BUILD_LIST CALL_METHOD LOAD_ATTR T LOAD_CONST 0 LOAD_CONST True LOAD_CONST ('axis', 'keepdims') CALL_FUNCTION LOAD_ATTR T BINARY_SUBTRACT CALL_METHOD STORE_FAST log_likelihood LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST log_likelihood UNARY_NEGATIVE LOAD_FAST lam LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST a CALL_METHOD BINARY_MULTIPLY BINARY_ADD CALL_METHOD CALL_METHOD STORE_FAST problem LOAD_FAST X_np LOAD_FAST X STORE_ATTR value LOAD_CONST 1 LOAD_FAST lam STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.1 LOAD_CONST 1e-08 LOAD_CONST ('solve_methods', 'atol', 'eps') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.0001 LOAD_CONST ('solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 1 LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST z UNARY_NEGATIVE CALL_METHOD BINARY_ADD BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST (5, 3, 2) UNPACK_SEQUENCE STORE_FAST n STORE_FAST m STORE_FAST p LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_FAST n CALL_METHOD STORE_FAST tmp LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m LOAD_FAST n CALL_METHOD STORE_FAST A_np LOAD_FAST A_np LOAD_METHOD dot LOAD_FAST tmp CALL_METHOD STORE_FAST b_np LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST p LOAD_FAST n CALL_METHOD STORE_FAST F_np LOAD_FAST F_np LOAD_METHOD dot LOAD_FAST tmp CALL_METHOD LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_FAST p CALL_METHOD BINARY_ADD STORE_FAST g_np LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST A LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m CALL_METHOD STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST p LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST F LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST p CALL_METHOD STORE_FAST g LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_GLOBAL cp LOAD_METHOD sum LOAD_GLOBAL cp LOAD_METHOD entr LOAD_FAST x CALL_METHOD CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST x CALL_METHOD BINARY_SUBTRACT CALL_METHOD STORE_FAST obj LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST b COMPARE_OP == LOAD_FAST F LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST g COMPARE_OP <= BUILD_LIST STORE_FAST constraints LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constraints CALL_METHOD STORE_FAST problem LOAD_FAST A_np LOAD_FAST A STORE_ATTR value LOAD_FAST b_np LOAD_FAST b STORE_ATTR value LOAD_FAST F_np LOAD_FAST F STORE_ATTR value LOAD_FAST g_np LOAD_FAST g STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST 1e-08 LOAD_CONST 10000 LOAD_CONST ('solve_methods', 'atol', 'eps', 'max_iters') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.0001 LOAD_CONST ('solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST 2 STORE_FAST k LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_CONST 4 CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_CONST 4 CALL_METHOD STORE_FAST y LOAD_FAST x UNARY_NEGATIVE LOAD_FAST y BINARY_MATRIX_MULTIPLY LOAD_GLOBAL cp LOAD_METHOD sum LOAD_GLOBAL cp LOAD_METHOD entr LOAD_FAST y CALL_METHOD CALL_METHOD BINARY_SUBTRACT LOAD_GLOBAL cp LOAD_METHOD sum LOAD_GLOBAL cp LOAD_METHOD entr LOAD_CONST 1.0 LOAD_FAST y BINARY_SUBTRACT CALL_METHOD CALL_METHOD BINARY_SUBTRACT STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST y CALL_METHOD LOAD_FAST k COMPARE_OP == BUILD_LIST STORE_FAST cons LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST obj CALL_METHOD LOAD_FAST cons CALL_METHOD STORE_FAST problem LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.0 LOAD_CONST -1.0 LOAD_CONST -1.0 LOAD_CONST -1.0 BUILD_LIST CALL_METHOD LOAD_FAST x STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST ('solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.0001 LOAD_CONST ('solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST 3 STORE_DEREF n LOAD_CONST 3 STORE_FAST p LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_DEREF n LOAD_DEREF n BUILD_TUPLE CALL_METHOD STORE_FAST C LOAD_CLOSURE n BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa8c241660, file "f.py", line 288> LOAD_CONST 'TestBackward.test_sdp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST p CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_DEREF As LOAD_CONST <code object <listcomp> at 0x7faa8c241b70, file "f.py", line 289> LOAD_CONST 'TestBackward.test_sdp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST p CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_DEREF bs LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_DEREF n LOAD_DEREF n CALL_METHOD LOAD_FAST C STORE_ATTR value SETUP_LOOP to 146 LOAD_GLOBAL zip LOAD_DEREF As LOAD_DEREF bs CALL_FUNCTION GET_ITER FOR_ITER to 144 UNPACK_SEQUENCE STORE_FAST A STORE_FAST b LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_DEREF n LOAD_DEREF n CALL_METHOD LOAD_FAST A STORE_ATTR value LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_FAST b STORE_ATTR value JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_DEREF n LOAD_DEREF n BUILD_TUPLE LOAD_CONST True LOAD_CONST ('PSD',) CALL_FUNCTION STORE_DEREF X LOAD_CLOSURE As LOAD_CLOSURE X LOAD_CLOSURE bs BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa8c241270, file "f.py", line 297> LOAD_CONST 'TestBackward.test_sdp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST p CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST constraints LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD trace LOAD_FAST C LOAD_DEREF X BINARY_MATRIX_MULTIPLY CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_DEREF X CALL_METHOD BINARY_ADD CALL_METHOD LOAD_FAST constraints CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST 1e-10 LOAD_CONST ('solve_methods', 'atol', 'eps') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST ('solve_methods',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST _ LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_DEREF n LOAD_DEREF n BUILD_TUPLE CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST _ LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_CONST (1, 1) CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST i LOAD_GLOBAL cp LOAD_METHOD trace LOAD_DEREF As LOAD_FAST i BINARY_SUBSCR LOAD_DEREF X BINARY_MATRIX_MULTIPLY CALL_METHOD LOAD_DEREF bs LOAD_FAST i BINARY_SUBSCR COMPARE_OP == LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST (20, 5) UNPACK_SEQUENCE STORE_FAST m STORE_FAST n LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m LOAD_FAST n BUILD_TUPLE CALL_METHOD STORE_FAST A LOAD_GLOBAL cp LOAD_METHOD Parameter LOAD_FAST m CALL_METHOD STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Variable LOAD_FAST n CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST A LOAD_FAST x BINARY_MATRIX_MULTIPLY LOAD_FAST b BINARY_SUBTRACT CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST x CALL_METHOD BINARY_ADD STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST obj CALL_METHOD CALL_METHOD STORE_FAST problem LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m LOAD_FAST n CALL_METHOD LOAD_FAST A STORE_ATTR value LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD randn LOAD_FAST m CALL_METHOD LOAD_FAST b STORE_ATTR value LOAD_FAST problem LOAD_METHOD solve LOAD_GLOBAL cp LOAD_ATTR SCS CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'backward can only be called after calling solve with `requires_grad=True`' CALL_METHOD SETUP_WITH to 166 POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'derivative can only be called after calling solve with `requires_grad=True`' CALL_METHOD SETUP_WITH to 198 POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_METHOD Variable CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST param LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST param CALL_METHOD LOAD_FAST x LOAD_CONST 1 COMPARE_OP >= LOAD_FAST x LOAD_CONST -1 COMPARE_OP <= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_CONST 1 LOAD_FAST param STORE_ATTR value LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST ('solver', 'requires_grad') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL cp LOAD_ATTR SolverError LOAD_CONST 'Backpropagating through infeasible/unbounded.*' CALL_METHOD SETUP_WITH to 96 POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'Differentiating through infeasible/unbounded.*' CALL_METHOD SETUP_WITH to 128 POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_METHOD Variable CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST param LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x CALL_METHOD LOAD_FAST x LOAD_FAST param COMPARE_OP <= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_CONST 1 LOAD_FAST param STORE_ATTR value LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST ('solver', 'requires_grad') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL cp LOAD_ATTR error LOAD_ATTR SolverError LOAD_CONST 'Backpropagating through infeasible/unbounded.*' CALL_METHOD SETUP_WITH to 92 POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'Differentiating through infeasible/unbounded.*' CALL_METHOD SETUP_WITH to 124 POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_METHOD Variable CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST param LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x CALL_METHOD LOAD_FAST x LOAD_FAST param COMPARE_OP <= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_CONST 1 LOAD_FAST param STORE_ATTR value LOAD_FAST self LOAD_METHOD assertRaisesRegex LOAD_GLOBAL ValueError LOAD_CONST 'When requires_grad is True, the only supported solver is SCS.*' CALL_METHOD SETUP_WITH to 80 POP_TOP LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR ECOS LOAD_CONST True LOAD_CONST ('requires_grad',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_METHOD Variable CALL_METHOD STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST param LOAD_CONST 0.0 LOAD_FAST param STORE_ATTR value LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x CALL_METHOD LOAD_FAST param LOAD_FAST x BINARY_MULTIPLY LOAD_CONST 0 COMPARE_OP >= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_FAST problem LOAD_METHOD get_problem_data LOAD_GLOBAL cp LOAD_ATTR DIFFCP CALL_METHOD UNPACK_SEQUENCE STORE_FAST data STORE_FAST _ STORE_FAST _ LOAD_FAST data LOAD_GLOBAL s LOAD_ATTR A BINARY_SUBSCR STORE_FAST A LOAD_FAST self LOAD_METHOD assertIn LOAD_CONST 0.0 LOAD_FAST A LOAD_ATTR data CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestBackwardDgp' STORE_NAME __qualname__ LOAD_CONST 'Test problem.backward() and problem.derivative().' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object setUp at 0x7faa8c241930, file "f.py", line 382> LOAD_CONST 'TestBackwardDgp.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_one_minus_analytic at 0x7faa8c2416f0, file "f.py", line 390> LOAD_CONST 'TestBackwardDgp.test_one_minus_analytic' MAKE_FUNCTION STORE_NAME test_one_minus_analytic LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_analytic_param_in_exponent at 0x7faa8c241420, file "f.py", line 421> LOAD_CONST 'TestBackwardDgp.test_analytic_param_in_exponent' MAKE_FUNCTION STORE_NAME test_analytic_param_in_exponent LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_param_used_twice at 0x7faa8c241ae0, file "f.py", line 453> LOAD_CONST 'TestBackwardDgp.test_param_used_twice' MAKE_FUNCTION STORE_NAME test_param_used_twice LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_param_used_in_exponent_and_elsewhere at 0x7faa8c241d20, file "f.py", line 472> LOAD_CONST 'TestBackwardDgp.test_param_used_in_exponent_and_elsewhere' MAKE_FUNCTION STORE_NAME test_param_used_in_exponent_and_elsewhere LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_basic_gp at 0x7faa8c241c90, file "f.py", line 488> LOAD_CONST 'TestBackwardDgp.test_basic_gp' MAKE_FUNCTION STORE_NAME test_basic_gp LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_maximum at 0x7faa8c241780, file "f.py", line 505> LOAD_CONST 'TestBackwardDgp.test_maximum' MAKE_FUNCTION STORE_NAME test_maximum LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_max at 0x7faa8c241390, file "f.py", line 521> LOAD_CONST 'TestBackwardDgp.test_max' MAKE_FUNCTION STORE_NAME test_max LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_div at 0x7fab4277ea50, file "f.py", line 537> LOAD_CONST 'TestBackwardDgp.test_div' MAKE_FUNCTION STORE_NAME test_div LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_one_minus_pos at 0x7fab4277e9c0, file "f.py", line 546> LOAD_CONST 'TestBackwardDgp.test_one_minus_pos' MAKE_FUNCTION STORE_NAME test_one_minus_pos LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_paper_example_one_minus_pos at 0x7fab4277e660, file "f.py", line 556> LOAD_CONST 'TestBackwardDgp.test_paper_example_one_minus_pos' MAKE_FUNCTION STORE_NAME test_paper_example_one_minus_pos LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_matrix_constraint at 0x7fab4277ee40, file "f.py", line 568> LOAD_CONST 'TestBackwardDgp.test_matrix_constraint' MAKE_FUNCTION STORE_NAME test_matrix_constraint LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_paper_example_exp_log at 0x7fab4277e0c0, file "f.py", line 577> LOAD_CONST 'TestBackwardDgp.test_paper_example_exp_log' MAKE_FUNCTION STORE_NAME test_paper_example_exp_log LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_matrix_completion at 0x7fab4277ec90, file "f.py", line 588> LOAD_CONST 'TestBackwardDgp.test_matrix_completion' MAKE_FUNCTION STORE_NAME test_matrix_completion LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_rank_one_nmf at 0x7fab4277ed20, file "f.py", line 603> LOAD_CONST 'TestBackwardDgp.test_rank_one_nmf' MAKE_FUNCTION STORE_NAME test_rank_one_nmf LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_documentation_prob at 0x7faac03224b0, file "f.py", line 626> LOAD_CONST 'TestBackwardDgp.test_documentation_prob' MAKE_FUNCTION STORE_NAME test_documentation_prob LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_sum_squares_vector at 0x7faac03221e0, file "f.py", line 641> LOAD_CONST 'TestBackwardDgp.test_sum_squares_vector' MAKE_FUNCTION STORE_NAME test_sum_squares_vector LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_sum_matrix at 0x7faac03228a0, file "f.py", line 654> LOAD_CONST 'TestBackwardDgp.test_sum_matrix' MAKE_FUNCTION STORE_NAME test_sum_matrix LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 18 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME diffcp STORE_FAST diffcp LOAD_FAST diffcp POP_TOP POP_BLOCK JUMP_FORWARD to 48 DUP_TOP LOAD_GLOBAL ModuleNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD skipTest LOAD_CONST 'diffcp not installed.' CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 48 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST x CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST x CALL_METHOD LOAD_FAST alpha LOAD_CONST 2 BINARY_POWER COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_CONST 0.4 LOAD_FAST alpha STORE_ATTR value LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-05 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 0.84 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST -0.8 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_CONST -8.000000000000001e-06 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST 0.5 LOAD_FAST alpha STORE_ATTR value LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-05 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 0.75 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST -1.0 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_CONST -1e-05 LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 2.0 STORE_FAST base LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST x CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST x CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD Constant LOAD_FAST base CALL_METHOD LOAD_FAST alpha BINARY_POWER COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_CONST -1.0 LOAD_FAST alpha STORE_ATTR value LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-06 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 1 LOAD_FAST base LOAD_CONST -1.0 BINARY_POWER BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST base CALL_METHOD UNARY_NEGATIVE LOAD_FAST base LOAD_CONST -1.0 BINARY_POWER BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST 1e-05 BINARY_MULTIPLY LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST -1.2 LOAD_FAST alpha STORE_ATTR value LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-06 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 1 LOAD_FAST base LOAD_CONST -1.2 BINARY_POWER BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST base CALL_METHOD UNARY_NEGATIVE LOAD_FAST base LOAD_CONST -1.2 BINARY_POWER BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST 1e-05 BINARY_MULTIPLY LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST x CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST x CALL_METHOD LOAD_FAST alpha LOAD_CONST 2 BINARY_POWER LOAD_FAST alpha LOAD_CONST 3 BINARY_POWER BINARY_ADD COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_CONST 0.4 LOAD_FAST alpha STORE_ATTR value LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-06 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 0.7759999999999999 CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST -1.2800000000000002 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST 1e-05 BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0.3 STORE_FAST base LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 0.5 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST x CALL_METHOD STORE_FAST objective LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST x CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD Constant LOAD_FAST base CALL_METHOD LOAD_FAST alpha BINARY_POWER LOAD_FAST alpha LOAD_CONST 2 BINARY_POWER BINARY_ADD COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST objective LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_CONST 1e-05 LOAD_FAST alpha STORE_ATTR delta LOAD_FAST problem LOAD_ATTR solve LOAD_GLOBAL cp LOAD_ATTR DIFFCP LOAD_CONST True LOAD_CONST True LOAD_CONST 1e-05 LOAD_CONST ('solver', 'gp', 'requires_grad', 'eps') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST x LOAD_ATTR value LOAD_CONST 1 LOAD_FAST base LOAD_CONST 0.5 BINARY_POWER BINARY_SUBTRACT LOAD_CONST 0.25 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD backward CALL_METHOD POP_TOP LOAD_FAST problem LOAD_METHOD derivative CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertAlmostEqual LOAD_FAST alpha LOAD_ATTR gradient LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST base CALL_METHOD UNARY_NEGATIVE LOAD_FAST base LOAD_CONST 0.5 BINARY_POWER BINARY_MULTIPLY LOAD_CONST 1.0 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR assertAlmostEqual LOAD_FAST x LOAD_ATTR delta LOAD_FAST alpha LOAD_ATTR gradient LOAD_CONST 1e-05 BINARY_MULTIPLY LOAD_CONST 3 LOAD_CONST ('places',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST z LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Parameter CALL_METHOD STORE_FAST c LOAD_FAST a LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY LOAD_FAST x LOAD_FAST z BINARY_MULTIPLY BINARY_ADD LOAD_FAST y LOAD_FAST z BINARY_MULTIPLY BINARY_ADD BINARY_MULTIPLY LOAD_FAST b COMPARE_OP <= LOAD_FAST x LOAD_FAST y LOAD_FAST c BINARY_POWER COMPARE_OP >= BUILD_LIST STORE_FAST constraints LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_CONST 1 LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY LOAD_FAST z BINARY_MULTIPLY BINARY_TRUE_DIVIDE CALL_METHOD LOAD_FAST constraints CALL_METHOD STORE_FAST problem LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST problem LOAD_ATTR is_dgp LOAD_CONST True LOAD_CONST ('dpp',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST 2.0 LOAD_FAST a STORE_ATTR value LOAD_CONST 1.0 LOAD_FAST b STORE_ATTR value LOAD_CONST 0.5 LOAD_FAST c STORE_ATTR value LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST 0.5 LOAD_CONST ('value',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 3.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST c LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 4.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST d LOAD_FAST x LOAD_FAST y LOAD_FAST a BINARY_POWER BINARY_MULTIPLY STORE_FAST prod1 LOAD_FAST b LOAD_FAST x BINARY_MULTIPLY LOAD_FAST y LOAD_FAST a BINARY_POWER BINARY_MULTIPLY STORE_FAST prod2 LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD maximum LOAD_FAST prod1 LOAD_FAST prod2 CALL_METHOD CALL_METHOD STORE_FAST obj LOAD_FAST x LOAD_FAST c COMPARE_OP == LOAD_FAST y LOAD_FAST d COMPARE_OP == BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST 0.001 LOAD_CONST ('gp', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST 0.001 LOAD_CONST ('gp', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST 0.5 LOAD_CONST ('value',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.5 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 3.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST c LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST d LOAD_FAST b LOAD_FAST x BINARY_MULTIPLY LOAD_FAST y LOAD_FAST a BINARY_POWER BINARY_MULTIPLY STORE_FAST prod1 LOAD_FAST c LOAD_FAST x BINARY_MULTIPLY LOAD_FAST y LOAD_FAST b BINARY_POWER BINARY_MULTIPLY STORE_FAST prod2 LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD max LOAD_GLOBAL cp LOAD_METHOD hstack LOAD_FAST prod1 LOAD_FAST prod2 BUILD_LIST CALL_METHOD CALL_METHOD CALL_METHOD STORE_FAST obj LOAD_FAST x LOAD_FAST d COMPARE_OP == LOAD_FAST y LOAD_FAST b COMPARE_OP == BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 3 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY CALL_METHOD LOAD_FAST y LOAD_FAST a BINARY_TRUE_DIVIDE LOAD_FAST x COMPARE_OP <= LOAD_FAST y LOAD_FAST b COMPARE_OP >= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 3 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 0.1 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST x CALL_METHOD STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST a LOAD_FAST x BINARY_MULTIPLY CALL_METHOD LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 2 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 3 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST c LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY CALL_METHOD STORE_FAST obj LOAD_FAST y LOAD_GLOBAL cp LOAD_METHOD one_minus_pos LOAD_FAST x LOAD_FAST y BINARY_TRUE_DIVIDE CALL_METHOD BINARY_MULTIPLY LOAD_FAST a BINARY_POWER LOAD_FAST b COMPARE_OP >= LOAD_FAST x LOAD_FAST y LOAD_FAST c BINARY_TRUE_DIVIDE COMPARE_OP >= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST True LOAD_CONST 0.001 LOAD_CONST ('solve_methods', 'gp', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (2, 2) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST X LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 0.1 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD geo_mean LOAD_GLOBAL cp LOAD_METHOD vec LOAD_FAST X CALL_METHOD CALL_METHOD CALL_METHOD STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD diag LOAD_FAST X CALL_METHOD LOAD_FAST a COMPARE_OP == LOAD_GLOBAL cp LOAD_METHOD hstack LOAD_FAST X LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_FAST X LOAD_CONST (1, 0) BINARY_SUBSCR BUILD_LIST CALL_METHOD LOAD_CONST 2 LOAD_FAST a BINARY_MULTIPLY COMPARE_OP == BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_CONST ('gp',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 0.2 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 0.3 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY CALL_METHOD STORE_FAST obj LOAD_GLOBAL cp LOAD_METHOD exp LOAD_FAST a LOAD_FAST y BINARY_MULTIPLY LOAD_FAST x BINARY_TRUE_DIVIDE CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD log LOAD_FAST b LOAD_FAST y BINARY_MULTIPLY CALL_METHOD COMPARE_OP <= BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST 10000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST 5000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (3, 3) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST X LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST X CALL_METHOD CALL_METHOD STORE_FAST obj LOAD_GLOBAL tuple LOAD_GLOBAL zip LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION CALL_FUNCTION STORE_FAST known_indices LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.0 LOAD_CONST 1.9 LOAD_CONST 0.8 LOAD_CONST 3.2 LOAD_CONST 5.9 BUILD_LIST CALL_METHOD STORE_FAST known_values LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_FAST known_values LOAD_ATTR shape LOAD_CONST True LOAD_FAST known_values LOAD_CONST ('shape', 'pos', 'value') CALL_FUNCTION STORE_FAST param LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST beta LOAD_FAST X LOAD_FAST known_indices BINARY_SUBSCR LOAD_FAST param COMPARE_OP == LOAD_FAST X LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_FAST X LOAD_CONST (1, 0) BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST X LOAD_CONST (1, 2) BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST X LOAD_CONST (2, 2) BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST beta COMPARE_OP == BUILD_LIST STORE_FAST constr LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_FAST obj LOAD_FAST constr CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.0001 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (3, 3) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST X LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (3,) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (3,) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_METHOD vstack LOAD_FAST x LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST y BINARY_MULTIPLY LOAD_FAST x LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST y BINARY_MULTIPLY LOAD_FAST x LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST y BINARY_MULTIPLY BUILD_LIST CALL_METHOD STORE_FAST xy LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST -1.0 LOAD_CONST ('value',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST (6,) LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.0 LOAD_CONST 1.9 LOAD_CONST 0.8 LOAD_CONST 3.2 LOAD_CONST 5.9 LOAD_CONST 1.0 BUILD_LIST CALL_METHOD LOAD_CONST ('pos', 'shape', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_METHOD maximum LOAD_GLOBAL cp LOAD_METHOD multiply LOAD_FAST X LOAD_FAST xy LOAD_FAST a BINARY_POWER CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD multiply LOAD_FAST X LOAD_FAST a BINARY_POWER LOAD_FAST xy CALL_METHOD CALL_METHOD STORE_FAST R LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST R CALL_METHOD STORE_FAST objective LOAD_FAST X LOAD_CONST (0, 0) BINARY_SUBSCR LOAD_FAST b LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP == LOAD_FAST X LOAD_CONST (0, 2) BINARY_SUBSCR LOAD_FAST b LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == LOAD_FAST X LOAD_CONST (1, 1) BINARY_SUBSCR LOAD_FAST b LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == LOAD_FAST X LOAD_CONST (2, 0) BINARY_SUBSCR LOAD_FAST b LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == LOAD_FAST X LOAD_CONST (2, 1) BINARY_SUBSCR LOAD_FAST b LOAD_CONST 4 BINARY_SUBSCR COMPARE_OP == LOAD_FAST x LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST x LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST x LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST b LOAD_CONST 5 BINARY_SUBSCR COMPARE_OP == BUILD_LIST STORE_FAST constraints LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST objective CALL_METHOD LOAD_FAST constraints CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST 1000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST 1000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST y LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST z LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 4.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 2.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 10.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST c LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST d LOAD_FAST x LOAD_FAST y BINARY_MULTIPLY LOAD_FAST z BINARY_MULTIPLY STORE_FAST objective_fn LOAD_FAST a LOAD_FAST x BINARY_MULTIPLY LOAD_FAST y BINARY_MULTIPLY LOAD_FAST z BINARY_MULTIPLY LOAD_FAST b LOAD_FAST x BINARY_MULTIPLY LOAD_FAST z BINARY_MULTIPLY BINARY_ADD LOAD_FAST c COMPARE_OP <= LOAD_FAST x LOAD_FAST b LOAD_FAST y BINARY_MULTIPLY COMPARE_OP <= LOAD_FAST y LOAD_FAST b LOAD_FAST x BINARY_MULTIPLY COMPARE_OP <= LOAD_FAST z LOAD_FAST d COMPARE_OP >= BUILD_LIST STORE_FAST constraints LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Maximize LOAD_FAST objective_fn CALL_METHOD LOAD_FAST constraints CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.01 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST (2,) LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST 1.0 BUILD_LIST LOAD_CONST ('shape', 'pos', 'value') CALL_FUNCTION STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 20 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST beta LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 10 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST kappa LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST 2 LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST w LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST 2 LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST h LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_GLOBAL cp LOAD_METHOD sum_squares LOAD_FAST alpha LOAD_FAST h BINARY_ADD CALL_METHOD CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD multiply LOAD_FAST w LOAD_FAST h CALL_METHOD LOAD_FAST beta COMPARE_OP >= LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST alpha LOAD_FAST w BINARY_ADD CALL_METHOD LOAD_FAST kappa COMPARE_OP <= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.1 LOAD_CONST 1000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.1 LOAD_CONST 1000 LOAD_CONST ('gp', 'solve_methods', 'atol', 'max_iters') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (2, 2) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST w LOAD_GLOBAL cp LOAD_ATTR Variable LOAD_CONST (2, 2) LOAD_CONST True LOAD_CONST ('pos',) CALL_FUNCTION STORE_FAST h LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 1.0 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST alpha LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 20 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST beta LOAD_GLOBAL cp LOAD_ATTR Parameter LOAD_CONST True LOAD_CONST 10 LOAD_CONST ('pos', 'value') CALL_FUNCTION STORE_FAST kappa LOAD_GLOBAL cp LOAD_METHOD Problem LOAD_GLOBAL cp LOAD_METHOD Minimize LOAD_FAST alpha LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST h CALL_METHOD BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL cp LOAD_METHOD multiply LOAD_FAST w LOAD_FAST h CALL_METHOD LOAD_FAST beta COMPARE_OP >= LOAD_GLOBAL cp LOAD_METHOD sum LOAD_FAST w CALL_METHOD LOAD_FAST kappa COMPARE_OP <= BUILD_LIST CALL_METHOD STORE_FAST problem LOAD_GLOBAL gradcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.1 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_GLOBAL perturbcheck LOAD_FAST problem LOAD_CONST True LOAD_GLOBAL s LOAD_ATTR SCS BUILD_LIST LOAD_CONST 0.1 LOAD_CONST ('gp', 'solve_methods', 'atol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
import warnings import numpy as np import cvxpy as cp import cvxpy.settings as s from cvxpy.tests.base_test import BaseTest warnings.filterwarnings("ignore") SOLVE_METHODS = [s.SCS, s.ECOS] EPS_NAME = {s.SCS: "eps", s.ECOS: "abstol"} def perturbcheck( problem, gp: bool = False, solve_methods: list = SOLVE_METHODS, delta: float = 1e-5, atol: float = 1e-6, eps: float = 1e-9, **kwargs, ) -> None: """Checks the analytical derivative against a numerical computation.""" for solver in solve_methods: np.random.seed(0) eps_opt = {EPS_NAME[solver]: eps} if not problem.parameters(): problem.solve( solver=s.DIFFCP, gp=gp, requires_grad=True, solve_method=solver, **eps_opt, **kwargs, ) problem.derivative() for variable in problem.variables(): np.testing.assert_equal(variable.delta, 0.0) for param in problem.parameters(): param.delta = delta * np.random.randn(*param.shape) problem.solve( solver=s.DIFFCP, gp=gp, requires_grad=True, solve_method=solver, **eps_opt, **kwargs, ) problem.derivative() variable_values = [v.value for v in problem.variables()] deltas = [v.delta for v in problem.variables()] old_values = {} for param in problem.parameters(): old_values[param] = param.value param.value += param.delta problem.solve(solver=solver, gp=gp, **eps_opt, **kwargs) num_deltas = [ v.value - old_value for (v, old_value) in zip(problem.variables(), variable_values) ] for analytical, numerical in zip(deltas, num_deltas): np.testing.assert_allclose(analytical, numerical, atol=atol) for param in problem.parameters(): param.value = old_values[param] def gradcheck( problem, gp: bool = False, solve_methods: list = SOLVE_METHODS, delta: float = 1e-5, atol: float = 1e-4, eps: float = 1e-9, **kwargs, ) -> None: """Checks the analytical adjoint derivative against a numerical computation.""" for solver in solve_methods: eps_opt = {EPS_NAME[solver]: eps} if solver == s.SCS and "max_iters" not in kwargs: kwargs["max_iters"] = 15_000 size = sum(p.size for p in problem.parameters()) values = np.zeros(size) offset = 0 for param in problem.parameters(): values[offset : offset + param.size] = np.asarray(param.value).flatten() param.value = values[offset : offset + param.size].reshape(param.shape) offset += param.size numgrad = np.zeros(values.shape) for i in range(values.size): old = values[i] values[i] = old + 0.5 * delta problem.solve(solver=solver, gp=gp, **eps_opt, **kwargs) left_solns = np.concatenate( [x.value.flatten() for x in problem.variables()] ) values[i] = old - 0.5 * delta problem.solve(solver=solver, gp=gp, **eps_opt, **kwargs) right_solns = np.concatenate( [x.value.flatten() for x in problem.variables()] ) numgrad[i] = (np.sum(left_solns) - np.sum(right_solns)) / delta values[i] = old numgrads = [] offset = 0 for param in problem.parameters(): numgrads.append(numgrad[offset : offset + param.size].reshape(param.shape)) offset += param.size old_gradients = {} for x in problem.variables(): old_gradients[x] = x.gradient x.gradient = None problem.solve( solver=s.DIFFCP, requires_grad=True, gp=gp, solve_method=solver, **eps_opt, **kwargs, ) problem.backward() for param, numgrad in zip(problem.parameters(), numgrads): np.testing.assert_allclose(param.gradient, numgrad, atol=atol) for x in problem.variables(): x.gradient = old_gradients[x] class TestBackward(BaseTest): """Test problem.backward() and problem.derivative().""" def setUp(self) -> None: try: import diffcp diffcp # for flake8 except ModuleNotFoundError: self.skipTest("diffcp not installed.") def test_scalar_quadratic(self) -> None: b = cp.Parameter() x = cp.Variable() quadratic = cp.square(x - 2 * b) problem = cp.Problem(cp.Minimize(quadratic), [x >= 0]) b.value = 3.0 problem.solve(solver=cp.DIFFCP, requires_grad=True, eps=1e-10) self.assertAlmostEqual(x.value, 6.0) problem.backward() self.assertAlmostEqual(b.gradient, 2.0) x.gradient = 4.0 problem.backward() self.assertAlmostEqual(b.gradient, 8.0) gradcheck(problem, atol=1e-4) perturbcheck(problem, atol=1e-4) problem.solve(solver=cp.DIFFCP, requires_grad=True, eps=1e-10) b.delta = 1e-3 problem.derivative() self.assertAlmostEqual(x.delta, 2e-3) def test_l1_square(self) -> None: np.random.seed(0) n = 3 x = cp.Variable(n) A = cp.Parameter((n, n)) b = cp.Parameter(n, name="b") objective = cp.Minimize(cp.pnorm(A @ x - b, p=1)) problem = cp.Problem(objective) self.assertTrue(problem.is_dpp()) L = np.random.randn(n, n) A.value = L.T @ L + np.eye(n) b.value = np.random.randn(n) gradcheck(problem) perturbcheck(problem) def test_l1_rectangle(self) -> None: np.random.seed(0) m, n = 3, 2 x = cp.Variable(n) A = cp.Parameter((m, n)) b = cp.Parameter(m, name="b") objective = cp.Minimize(cp.pnorm(A @ x - b, p=1)) problem = cp.Problem(objective) self.assertTrue(problem.is_dpp()) A.value = np.random.randn(m, n) b.value = np.random.randn(m) gradcheck(problem, atol=1e-3) perturbcheck(problem, atol=1e-3) def test_least_squares(self) -> None: np.random.seed(0) m, n = 20, 5 A = cp.Parameter((m, n)) b = cp.Parameter(m) x = cp.Variable(n) obj = cp.sum_squares(A @ x - b) + cp.sum_squares(x) problem = cp.Problem(cp.Minimize(obj)) A.value = np.random.randn(m, n) b.value = np.random.randn(m) gradcheck(problem, solve_methods=[s.SCS]) perturbcheck(problem, solve_methods=[s.SCS]) def test_logistic_regression(self) -> None: np.random.seed(0) N, n = 5, 2 X_np = np.random.randn(N, n) a_true = np.random.randn(n, 1) def sigmoid(z): return 1 / (1 + np.exp(-z)) y = np.round(sigmoid(X_np @ a_true + np.random.randn(N, 1) * 0.5)) a = cp.Variable((n, 1)) X = cp.Parameter((N, n)) lam = cp.Parameter(nonneg=True) log_likelihood = cp.sum( cp.multiply(y, X @ a) - cp.log_sum_exp( cp.hstack([np.zeros((N, 1)), X @ a]).T, axis=0, keepdims=True ).T ) problem = cp.Problem(cp.Minimize(-log_likelihood + lam * cp.sum_squares(a))) X.value = X_np lam.value = 1 gradcheck(problem, solve_methods=[s.SCS], atol=1e-1, eps=1e-8) perturbcheck(problem, solve_methods=[s.SCS], atol=1e-4) def test_entropy_maximization(self) -> None: np.random.seed(0) n, m, p = 5, 3, 2 tmp = np.random.rand(n) A_np = np.random.randn(m, n) b_np = A_np.dot(tmp) F_np = np.random.randn(p, n) g_np = F_np.dot(tmp) + np.random.rand(p) x = cp.Variable(n) A = cp.Parameter((m, n)) b = cp.Parameter(m) F = cp.Parameter((p, n)) g = cp.Parameter(p) obj = cp.Maximize(cp.sum(cp.entr(x)) - cp.sum_squares(x)) constraints = [A @ x == b, F @ x <= g] problem = cp.Problem(obj, constraints) A.value = A_np b.value = b_np F.value = F_np g.value = g_np gradcheck(problem, solve_methods=[s.SCS], atol=1e-2, eps=1e-8, max_iters=10_000) perturbcheck(problem, solve_methods=[s.SCS], atol=1e-4) def test_lml(self) -> None: np.random.seed(0) k = 2 x = cp.Parameter(4) y = cp.Variable(4) obj = -x @ y - cp.sum(cp.entr(y)) - cp.sum(cp.entr(1.0 - y)) cons = [cp.sum(y) == k] problem = cp.Problem(cp.Minimize(obj), cons) x.value = np.array([1.0, -1.0, -1.0, -1.0]) gradcheck(problem, solve_methods=[s.SCS], atol=1e-2) perturbcheck(problem, solve_methods=[s.SCS], atol=1e-4) def test_sdp(self) -> None: np.random.seed(0) n = 3 p = 3 C = cp.Parameter((n, n)) As = [cp.Parameter((n, n)) for _ in range(p)] bs = [cp.Parameter((1, 1)) for _ in range(p)] C.value = np.random.randn(n, n) for A, b in zip(As, bs): A.value = np.random.randn(n, n) b.value = np.random.randn(1, 1) X = cp.Variable((n, n), PSD=True) constraints = [cp.trace(As[i] @ X) == bs[i] for i in range(p)] problem = cp.Problem( cp.Minimize(cp.trace(C @ X) + cp.sum_squares(X)), constraints ) gradcheck(problem, solve_methods=[s.SCS], atol=1e-3, eps=1e-10) perturbcheck(problem, solve_methods=[s.SCS]) def test_forget_requires_grad(self) -> None: np.random.seed(0) m, n = 20, 5 A = cp.Parameter((m, n)) b = cp.Parameter(m) x = cp.Variable(n) obj = cp.sum_squares(A @ x - b) + cp.sum_squares(x) problem = cp.Problem(cp.Minimize(obj)) A.value = np.random.randn(m, n) b.value = np.random.randn(m) problem.solve(cp.SCS) with self.assertRaisesRegex( ValueError, "backward can only be called after calling " "solve with `requires_grad=True`", ): problem.backward() with self.assertRaisesRegex( ValueError, "derivative can only be called after calling " "solve with `requires_grad=True`", ): problem.derivative() def test_infeasible(self) -> None: x = cp.Variable() param = cp.Parameter() problem = cp.Problem(cp.Minimize(param), [x >= 1, x <= -1]) param.value = 1 problem.solve(solver=cp.DIFFCP, requires_grad=True) with self.assertRaisesRegex( cp.SolverError, "Backpropagating through " "infeasible/unbounded.*" ): problem.backward() with self.assertRaisesRegex( ValueError, "Differentiating through " "infeasible/unbounded.*" ): problem.derivative() def test_unbounded(self) -> None: x = cp.Variable() param = cp.Parameter() problem = cp.Problem(cp.Minimize(x), [x <= param]) param.value = 1 problem.solve(solver=cp.DIFFCP, requires_grad=True) with self.assertRaisesRegex( cp.error.SolverError, "Backpropagating through " "infeasible/unbounded.*" ): problem.backward() with self.assertRaisesRegex( ValueError, "Differentiating through " "infeasible/unbounded.*" ): problem.derivative() def test_unsupported_solver(self) -> None: x = cp.Variable() param = cp.Parameter() problem = cp.Problem(cp.Minimize(x), [x <= param]) param.value = 1 with self.assertRaisesRegex( ValueError, "When requires_grad is True, the " "only supported solver is SCS.*", ): problem.solve(cp.ECOS, requires_grad=True) def test_zero_in_problem_data(self) -> None: x = cp.Variable() param = cp.Parameter() param.value = 0.0 problem = cp.Problem(cp.Minimize(x), [param * x >= 0]) data, _, _ = problem.get_problem_data(cp.DIFFCP) A = data[s.A] self.assertIn(0.0, A.data) class TestBackwardDgp(BaseTest): """Test problem.backward() and problem.derivative().""" def setUp(self) -> None: try: import diffcp diffcp # for flake8 except ModuleNotFoundError: self.skipTest("diffcp not installed.") def test_one_minus_analytic(self) -> None: alpha = cp.Parameter(pos=True) x = cp.Variable(pos=True) objective = cp.Maximize(x) constr = [cp.one_minus_pos(x) >= alpha**2] problem = cp.Problem(objective, constr) alpha.value = 0.4 alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-5) self.assertAlmostEqual(x.value, 1 - 0.4**2, places=3) problem.backward() problem.derivative() self.assertAlmostEqual(alpha.gradient, -2 * 0.4, places=3) self.assertAlmostEqual(x.delta, -2 * 0.4 * 1e-5, places=3) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) alpha.value = 0.5 alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-5) problem.backward() problem.derivative() self.assertAlmostEqual(x.value, 1 - 0.5**2, places=3) self.assertAlmostEqual(alpha.gradient, -2 * 0.5, places=3) self.assertAlmostEqual(x.delta, -2 * 0.5 * 1e-5, places=3) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) def test_analytic_param_in_exponent(self) -> None: base = 2.0 alpha = cp.Parameter() x = cp.Variable(pos=True) objective = cp.Maximize(x) constr = [cp.one_minus_pos(x) >= cp.Constant(base) ** alpha] problem = cp.Problem(objective, constr) alpha.value = -1.0 alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-6) self.assertAlmostEqual(x.value, 1 - base ** (-1.0)) problem.backward() problem.derivative() self.assertAlmostEqual(alpha.gradient, -np.log(base) * base ** (-1.0)) self.assertAlmostEqual(x.delta, alpha.gradient * 1e-5, places=3) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) alpha.value = -1.2 alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-6) self.assertAlmostEqual(x.value, 1 - base ** (-1.2)) problem.backward() problem.derivative() self.assertAlmostEqual(alpha.gradient, -np.log(base) * base ** (-1.2)) self.assertAlmostEqual(x.delta, alpha.gradient * 1e-5, places=3) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) def test_param_used_twice(self) -> None: alpha = cp.Parameter(pos=True) x = cp.Variable(pos=True) objective = cp.Maximize(x) constr = [cp.one_minus_pos(x) >= alpha**2 + alpha**3] problem = cp.Problem(objective, constr) alpha.value = 0.4 alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-6) self.assertAlmostEqual(x.value, 1 - 0.4**2 - 0.4**3) problem.backward() problem.derivative() self.assertAlmostEqual(alpha.gradient, -2 * 0.4 - 3 * 0.4**2) self.assertAlmostEqual(x.delta, alpha.gradient * 1e-5) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) def test_param_used_in_exponent_and_elsewhere(self) -> None: base = 0.3 alpha = cp.Parameter(pos=True, value=0.5) x = cp.Variable(pos=True) objective = cp.Maximize(x) constr = [cp.one_minus_pos(x) >= cp.Constant(base) ** alpha + alpha**2] problem = cp.Problem(objective, constr) alpha.delta = 1e-5 problem.solve(solver=cp.DIFFCP, gp=True, requires_grad=True, eps=1e-5) self.assertAlmostEqual(x.value, 1 - base ** (0.5) - 0.5**2) problem.backward() problem.derivative() self.assertAlmostEqual(alpha.gradient, -np.log(base) * base ** (0.5) - 2 * 0.5) self.assertAlmostEqual(x.delta, alpha.gradient * 1e-5, places=3) def test_basic_gp(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) z = cp.Variable(pos=True) a = cp.Parameter(pos=True) b = cp.Parameter(pos=True) c = cp.Parameter() constraints = [a * (x * y + x * z + y * z) <= b, x >= y**c] problem = cp.Problem(cp.Minimize(1 / (x * y * z)), constraints) self.assertTrue(problem.is_dgp(dpp=True)) a.value = 2.0 b.value = 1.0 c.value = 0.5 gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) def test_maximum(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) a = cp.Parameter(value=0.5) b = cp.Parameter(pos=True, value=3.0) c = cp.Parameter(pos=True, value=1.0) d = cp.Parameter(pos=True, value=4.0) prod1 = x * y**a prod2 = b * x * y**a obj = cp.Minimize(cp.maximum(prod1, prod2)) constr = [x == c, y == d] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True, atol=1e-3) perturbcheck(problem, gp=True, atol=1e-3) def test_max(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) a = cp.Parameter(value=0.5) b = cp.Parameter(pos=True, value=1.5) c = cp.Parameter(pos=True, value=3.0) d = cp.Parameter(pos=True, value=1.0) prod1 = b * x * y**a prod2 = c * x * y**b obj = cp.Minimize(cp.max(cp.hstack([prod1, prod2]))) constr = [x == d, y == b] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True) perturbcheck(problem, gp=True) def test_div(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) a = cp.Parameter(pos=True, value=3) b = cp.Parameter(pos=True, value=1) problem = cp.Problem(cp.Minimize(x * y), [y / a <= x, y >= b]) gradcheck(problem, gp=True) perturbcheck(problem, gp=True) def test_one_minus_pos(self) -> None: x = cp.Variable(pos=True) a = cp.Parameter(pos=True, value=3) b = cp.Parameter(pos=True, value=0.1) obj = cp.Maximize(x) constr = [cp.one_minus_pos(a * x) >= a * b] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) def test_paper_example_one_minus_pos(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) a = cp.Parameter(pos=True, value=2) b = cp.Parameter(pos=True, value=1) c = cp.Parameter(pos=True, value=3) obj = cp.Minimize(x * y) constr = [(y * cp.one_minus_pos(x / y)) ** a >= b, x >= y / c] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-3) perturbcheck(problem, solve_methods=[s.SCS], gp=True, atol=1e-3) def test_matrix_constraint(self) -> None: X = cp.Variable((2, 2), pos=True) a = cp.Parameter(pos=True, value=0.1) obj = cp.Minimize(cp.geo_mean(cp.vec(X))) constr = [cp.diag(X) == a, cp.hstack([X[0, 1], X[1, 0]]) == 2 * a] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True) perturbcheck(problem, gp=True) def test_paper_example_exp_log(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) a = cp.Parameter(pos=True, value=0.2) b = cp.Parameter(pos=True, value=0.3) obj = cp.Minimize(x * y) constr = [cp.exp(a * y / x) <= cp.log(b * y)] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2, max_iters=10_000) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2, max_iters=5000) def test_matrix_completion(self) -> None: X = cp.Variable((3, 3), pos=True) obj = cp.Minimize(cp.sum(X)) known_indices = tuple(zip(*[[0, 0], [0, 2], [1, 1], [2, 0], [2, 1]])) known_values = np.array([1.0, 1.9, 0.8, 3.2, 5.9]) param = cp.Parameter(shape=known_values.shape, pos=True, value=known_values) beta = cp.Parameter(pos=True, value=1.0) constr = [ X[known_indices] == param, X[0, 1] * X[1, 0] * X[1, 2] * X[2, 2] == beta, ] problem = cp.Problem(obj, constr) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-4) def test_rank_one_nmf(self) -> None: X = cp.Variable((3, 3), pos=True) x = cp.Variable((3,), pos=True) y = cp.Variable((3,), pos=True) xy = cp.vstack([x[0] * y, x[1] * y, x[2] * y]) a = cp.Parameter(value=-1.0) b = cp.Parameter( pos=True, shape=(6,), value=np.array([1.0, 1.9, 0.8, 3.2, 5.9, 1.0]) ) R = cp.maximum(cp.multiply(X, (xy) ** (a)), cp.multiply(X ** (a), xy)) objective = cp.sum(R) constraints = [ X[0, 0] == b[0], X[0, 2] == b[1], X[1, 1] == b[2], X[2, 0] == b[3], X[2, 1] == b[4], x[0] * x[1] * x[2] == b[5], ] problem = cp.Problem(cp.Minimize(objective), constraints) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2, max_iters=1000) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2, max_iters=1000) def test_documentation_prob(self) -> None: x = cp.Variable(pos=True) y = cp.Variable(pos=True) z = cp.Variable(pos=True) a = cp.Parameter(pos=True, value=4.0) b = cp.Parameter(pos=True, value=2.0) c = cp.Parameter(pos=True, value=10.0) d = cp.Parameter(pos=True, value=1.0) objective_fn = x * y * z constraints = [a * x * y * z + b * x * z <= c, x <= b * y, y <= b * x, z >= d] problem = cp.Problem(cp.Maximize(objective_fn), constraints) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-2) def test_sum_squares_vector(self) -> None: alpha = cp.Parameter(shape=(2,), pos=True, value=[1.0, 1.0]) beta = cp.Parameter(pos=True, value=20) kappa = cp.Parameter(pos=True, value=10) w = cp.Variable(2, pos=True) h = cp.Variable(2, pos=True) problem = cp.Problem( cp.Minimize(cp.sum_squares(alpha + h)), [cp.multiply(w, h) >= beta, cp.sum(alpha + w) <= kappa], ) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-1, max_iters=1000) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-1, max_iters=1000) def test_sum_matrix(self) -> None: w = cp.Variable((2, 2), pos=True) h = cp.Variable((2, 2), pos=True) alpha = cp.Parameter(pos=True, value=1.0) beta = cp.Parameter(pos=True, value=20) kappa = cp.Parameter(pos=True, value=10) problem = cp.Problem( cp.Minimize(alpha * cp.sum(h)), [cp.multiply(w, h) >= beta, cp.sum(w) <= kappa], ) gradcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-1) perturbcheck(problem, gp=True, solve_methods=[s.SCS], atol=1e-1)
data/cvxpy-1.4.2/cvxpy/tests/test_derivative.py
17,204
9,047
273,388
LOAD_CONST 'General quirk tests.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME importlib STORE_NAME importlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('mock',) IMPORT_NAME unittest IMPORT_FROM mock STORE_NAME mock POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.device STORE_NAME zigpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.endpoint STORE_NAME zigpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.profiles STORE_NAME zigpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.quirks IMPORT_FROM quirks STORE_NAME zq POP_TOP LOAD_CONST 0 LOAD_CONST ('CustomDevice',) IMPORT_NAME zigpy.quirks IMPORT_FROM CustomDevice STORE_NAME CustomDevice POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.types STORE_NAME zigpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.zcl IMPORT_FROM zcl STORE_NAME zcl POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zigpy.zdo.types STORE_NAME zigpy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks STORE_NAME zhaquirks LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.bosch.motion STORE_NAME zhaquirks LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.centralite.cl_3310S STORE_NAME zhaquirks LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.const IMPORT_FROM const STORE_NAME const POP_TOP LOAD_CONST 0 LOAD_CONST ('ARGS', 'COMMAND', 'COMMAND_MOVE', 'COMMAND_MOVE_COLOR_TEMP', 'COMMAND_MOVE_ON_OFF', 'COMMAND_MOVE_SATURATION', 'COMMAND_MOVE_TO_LEVEL_ON_OFF', 'COMMAND_MOVE_TO_SATURATION', 'COMMAND_STEP', 'COMMAND_STEP_COLOR_TEMP', 'COMMAND_STEP_HUE', 'COMMAND_STEP_ON_OFF', 'COMMAND_STEP_SATURATION', 'COMMAND_STOP', 'COMMAND_STOP_ON_OFF', 'DEVICE_TYPE', 'ENDPOINTS', 'INPUT_CLUSTERS', 'MANUFACTURER', 'MODEL', 'MODELS_INFO', 'NODE_DESCRIPTOR', 'OUTPUT_CLUSTERS', 'PARAMS', 'PROFILE_ID', 'SKIP_CONFIGURATION') IMPORT_NAME zhaquirks.const IMPORT_FROM ARGS STORE_NAME ARGS IMPORT_FROM COMMAND STORE_NAME COMMAND IMPORT_FROM COMMAND_MOVE STORE_NAME COMMAND_MOVE IMPORT_FROM COMMAND_MOVE_COLOR_TEMP STORE_NAME COMMAND_MOVE_COLOR_TEMP IMPORT_FROM COMMAND_MOVE_ON_OFF STORE_NAME COMMAND_MOVE_ON_OFF IMPORT_FROM COMMAND_MOVE_SATURATION STORE_NAME COMMAND_MOVE_SATURATION IMPORT_FROM COMMAND_MOVE_TO_LEVEL_ON_OFF STORE_NAME COMMAND_MOVE_TO_LEVEL_ON_OFF IMPORT_FROM COMMAND_MOVE_TO_SATURATION STORE_NAME COMMAND_MOVE_TO_SATURATION IMPORT_FROM COMMAND_STEP STORE_NAME COMMAND_STEP IMPORT_FROM COMMAND_STEP_COLOR_TEMP STORE_NAME COMMAND_STEP_COLOR_TEMP IMPORT_FROM COMMAND_STEP_HUE STORE_NAME COMMAND_STEP_HUE IMPORT_FROM COMMAND_STEP_ON_OFF STORE_NAME COMMAND_STEP_ON_OFF IMPORT_FROM COMMAND_STEP_SATURATION STORE_NAME COMMAND_STEP_SATURATION IMPORT_FROM COMMAND_STOP STORE_NAME COMMAND_STOP IMPORT_FROM COMMAND_STOP_ON_OFF STORE_NAME COMMAND_STOP_ON_OFF IMPORT_FROM DEVICE_TYPE STORE_NAME DEVICE_TYPE IMPORT_FROM ENDPOINTS STORE_NAME ENDPOINTS IMPORT_FROM INPUT_CLUSTERS STORE_NAME INPUT_CLUSTERS IMPORT_FROM MANUFACTURER STORE_NAME MANUFACTURER IMPORT_FROM MODEL STORE_NAME MODEL IMPORT_FROM MODELS_INFO STORE_NAME MODELS_INFO IMPORT_FROM NODE_DESCRIPTOR STORE_NAME NODE_DESCRIPTOR IMPORT_FROM OUTPUT_CLUSTERS STORE_NAME OUTPUT_CLUSTERS IMPORT_FROM PARAMS STORE_NAME PARAMS IMPORT_FROM PROFILE_ID STORE_NAME PROFILE_ID IMPORT_FROM SKIP_CONFIGURATION STORE_NAME SKIP_CONFIGURATION POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.konke STORE_NAME zhaquirks LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.philips STORE_NAME zhaquirks LOAD_CONST 0 LOAD_CONST ('XIAOMI_NODE_DESC',) IMPORT_NAME zhaquirks.xiaomi IMPORT_FROM XIAOMI_NODE_DESC STORE_NAME XIAOMI_NODE_DESC POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zhaquirks.xiaomi.aqara.vibration_aq1 STORE_NAME zhaquirks LOAD_NAME zhaquirks LOAD_METHOD setup CALL_METHOD POP_TOP BUILD_LIST STORE_NAME ALL_QUIRK_CLASSES SETUP_LOOP to 428 LOAD_NAME zq LOAD_ATTR _DEVICE_REGISTRY LOAD_ATTR _registry LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 426 STORE_NAME manufacturer SETUP_LOOP to 422 LOAD_NAME manufacturer LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 420 STORE_NAME model_quirk_list SETUP_LOOP to 416 LOAD_NAME model_quirk_list GET_ITER FOR_ITER to 414 STORE_NAME quirk LOAD_NAME quirk LOAD_NAME ALL_QUIRK_CLASSES COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_NAME ALL_QUIRK_CLASSES LOAD_METHOD append LOAD_NAME quirk CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK DELETE_NAME quirk DELETE_NAME model_quirk_list DELETE_NAME manufacturer LOAD_NAME frozenset LOAD_NAME zcl LOAD_ATTR clusters LOAD_ATTR CLUSTERS_BY_NAME LOAD_METHOD values CALL_METHOD CALL_FUNCTION STORE_NAME ALL_ZIGPY_CLUSTERS LOAD_NAME ENDPOINTS LOAD_NAME MANUFACTURER LOAD_NAME MODEL LOAD_NAME MODELS_INFO LOAD_NAME NODE_DESCRIPTOR BUILD_SET STORE_NAME SIGNATURE_ALLOWED LOAD_NAME DEVICE_TYPE LOAD_NAME INPUT_CLUSTERS LOAD_NAME PROFILE_ID LOAD_NAME OUTPUT_CLUSTERS BUILD_SET STORE_NAME SIGNATURE_EP_ALLOWED LOAD_NAME ENDPOINTS LOAD_NAME MANUFACTURER LOAD_NAME MODEL LOAD_NAME NODE_DESCRIPTOR LOAD_NAME SKIP_CONFIGURATION BUILD_SET STORE_NAME SIGNATURE_REPLACEMENT_ALLOWED LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_NAME ALL_QUIRK_CLASSES CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_quirk_replacements at 0x7f8e2f9fcd20, file "f.py", line 95> LOAD_CONST 'test_quirk_replacements' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_quirk_replacements LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'zigpy.device.Device' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object raw_device at 0x7f8e2f9fc930, file "f.py", line 105> LOAD_CONST 'raw_device' MAKE_FUNCTION CALL_FUNCTION STORE_NAME raw_device LOAD_CONST 'zigpy.device.Device' LOAD_CONST 'None' LOAD_CONST ('raw_device', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_dev_from_signature_incomplete_sig at 0x7f8e2f9fcf60, file "f.py", line 114> LOAD_CONST 'test_dev_from_signature_incomplete_sig' MAKE_FUNCTION STORE_NAME test_dev_from_signature_incomplete_sig LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk_signature' LOAD_NAME ENDPOINTS LOAD_CONST 1 LOAD_NAME PROFILE_ID LOAD_CONST 11 LOAD_NAME DEVICE_TYPE LOAD_CONST 22 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 4 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 6 LOAD_CONST 8 LOAD_CONST 768 BUILD_LIST BUILD_MAP BUILD_MAP LOAD_NAME MANUFACTURER LOAD_CONST 'manufacturer_3' LOAD_NAME MODEL LOAD_CONST 'model_3' LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC BUILD_MAP LOAD_NAME ENDPOINTS LOAD_NAME PROFILE_ID LOAD_CONST 33 LOAD_NAME DEVICE_TYPE LOAD_CONST 44 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 513 LOAD_CONST 1026 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 25 LOAD_CONST 1025 BUILD_LIST BUILD_MAP LOAD_NAME PROFILE_ID LOAD_CONST 55 LOAD_NAME DEVICE_TYPE LOAD_CONST 66 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 6 LOAD_CONST 8 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 25 LOAD_CONST 1280 BUILD_LIST BUILD_MAP LOAD_CONST (2, 5) BUILD_CONST_KEY_MAP LOAD_NAME MANUFACTURER LOAD_CONST 'manufacturer_4' LOAD_NAME MODEL LOAD_CONST 'model_4' LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC BUILD_MAP LOAD_NAME ENDPOINTS LOAD_NAME PROFILE_ID LOAD_CONST 33 LOAD_NAME DEVICE_TYPE LOAD_CONST 44 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 513 LOAD_CONST 1026 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 25 LOAD_CONST 1025 BUILD_LIST BUILD_MAP LOAD_NAME PROFILE_ID LOAD_CONST 55 LOAD_NAME DEVICE_TYPE LOAD_CONST 66 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 6 LOAD_CONST 8 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 25 LOAD_CONST 1280 BUILD_LIST BUILD_MAP LOAD_CONST (2, 5) BUILD_CONST_KEY_MAP LOAD_NAME MODELS_INFO LOAD_CONST (('LUMI', 'model_4'),) LOAD_NAME MODEL LOAD_CONST 'model_4' LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC BUILD_MAP LOAD_NAME ENDPOINTS LOAD_CONST 'profile_id' LOAD_CONST 260 LOAD_CONST 'device_type' LOAD_CONST 256 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 LOAD_CONST 1794 LOAD_CONST 2821 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 10 LOAD_CONST 25 BUILD_LIST BUILD_MAP LOAD_CONST 'profile_id' LOAD_CONST 260 LOAD_CONST 'device_type' LOAD_CONST 259 LOAD_NAME INPUT_CLUSTERS LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 2821 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 3 LOAD_CONST 6 BUILD_LIST BUILD_MAP LOAD_CONST (1, 2) BUILD_CONST_KEY_MAP LOAD_NAME MANUFACTURER LOAD_CONST 'manufacturer 5' LOAD_NAME MODEL LOAD_CONST 'model 5' LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC BUILD_MAP BUILD_TUPLE CALL_METHOD LOAD_CONST 'zigpy.device.Device' LOAD_CONST 'dict' LOAD_CONST 'None' LOAD_CONST ('raw_device', 'quirk_signature', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_dev_from_signature at 0x7f8e2fa0f6f0, file "f.py", line 173> LOAD_CONST 'test_dev_from_signature' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_dev_from_signature LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_CONST <code object <genexpr> at 0x7f8e2fa0fc90, file "f.py", line 287> LOAD_CONST '<genexpr>' MAKE_FUNCTION LOAD_NAME ALL_QUIRK_CLASSES GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST 'zigpy.quirks.CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_quirk_quickinit at 0x7f8e2fa0f5d0, file "f.py", line 286> LOAD_CONST 'test_quirk_quickinit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_quirk_quickinit LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_NAME ALL_QUIRK_CLASSES CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_signature at 0x7f8e2fa0fa50, file "f.py", line 306> LOAD_CONST 'test_signature' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_signature LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_CONST <code object <listcomp> at 0x7f8e2fa0f8a0, file "f.py", line 393> LOAD_CONST '<listcomp>' MAKE_FUNCTION LOAD_NAME ALL_QUIRK_CLASSES GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_signature_model_info_given at 0x7f8e2fa0f270, file "f.py", line 390> LOAD_CONST 'test_signature_model_info_given' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_signature_model_info_given LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_NAME ALL_QUIRK_CLASSES CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_quirk_importable at 0x7f8e2fa0f9c0, file "f.py", line 421> LOAD_CONST 'test_quirk_importable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_quirk_importable LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_quirk_loading_error at 0x7f8e2fa0fb70, file "f.py", line 431> LOAD_CONST 'test_quirk_loading_error' MAKE_FUNCTION STORE_NAME test_quirk_loading_error LOAD_CONST 'CustomDevice' LOAD_CONST 'Path' LOAD_CONST 'None' LOAD_CONST ('zigpy_device_from_quirk', 'tmp_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_custom_quirk_loading at 0x7f8e44ccfc00, file "f.py", line 463> LOAD_CONST 'test_custom_quirk_loading' MAKE_FUNCTION STORE_NAME test_custom_quirk_loading LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_zigpy_custom_cluster_pollution at 0x7f8e2fdb8780, file "f.py", line 553> LOAD_CONST 'test_zigpy_custom_cluster_pollution' MAKE_FUNCTION STORE_NAME test_zigpy_custom_cluster_pollution LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'module_name' LOAD_CONST <code object <setcomp> at 0x7f8e2fdb8a50, file "f.py", line 567> LOAD_CONST '<setcomp>' MAKE_FUNCTION LOAD_NAME ALL_QUIRK_CLASSES GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('module_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_no_module_level_device_automation_triggers at 0x7f8e2fdb8300, file "f.py", line 567> LOAD_CONST 'test_no_module_level_device_automation_triggers' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_no_module_level_device_automation_triggers LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_NAME ALL_QUIRK_CLASSES CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_migrated_lighting_automation_triggers at 0x7f8e2fdb89c0, file "f.py", line 575> LOAD_CONST 'test_migrated_lighting_automation_triggers' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_migrated_lighting_automation_triggers LOAD_NAME zhaquirks LOAD_ATTR aurora LOAD_ATTR aurora_dimmer LOAD_ATTR AuroraDimmerBatteryPowered LOAD_NAME zhaquirks LOAD_ATTR aurora LOAD_ATTR aurora_dimmer LOAD_ATTR COLOR_UP LOAD_NAME const LOAD_ATTR RIGHT BUILD_TUPLE LOAD_NAME zhaquirks LOAD_ATTR aurora LOAD_ATTR aurora_dimmer LOAD_ATTR COLOR_UP LOAD_NAME const LOAD_ATTR LEFT BUILD_TUPLE BUILD_LIST LOAD_NAME zhaquirks LOAD_ATTR aurora LOAD_ATTR aurora_dimmer LOAD_ATTR COLOR_DOWN LOAD_NAME const LOAD_ATTR RIGHT BUILD_TUPLE LOAD_NAME zhaquirks LOAD_ATTR aurora LOAD_ATTR aurora_dimmer LOAD_ATTR COLOR_DOWN LOAD_NAME const LOAD_ATTR LEFT BUILD_TUPLE BUILD_LIST BUILD_LIST LOAD_NAME zhaquirks LOAD_ATTR ikea LOAD_ATTR fourbtnremote LOAD_ATTR IkeaTradfriRemoteV1 LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR DIM_UP BUILD_TUPLE LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR DIM_DOWN BUILD_TUPLE BUILD_LIST BUILD_LIST LOAD_NAME zhaquirks LOAD_ATTR paulmann LOAD_ATTR fourbtnremote LOAD_ATTR PaulmannRemote4Btn LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR BUTTON_1 BUILD_TUPLE LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR BUTTON_2 BUILD_TUPLE BUILD_LIST LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR BUTTON_3 BUILD_TUPLE LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR BUTTON_4 BUILD_TUPLE BUILD_LIST BUILD_LIST LOAD_NAME zhaquirks LOAD_ATTR thirdreality LOAD_ATTR button LOAD_ATTR Button LOAD_NAME const LOAD_ATTR LONG_PRESS LOAD_NAME const LOAD_ATTR LONG_PRESS BUILD_TUPLE LOAD_NAME const LOAD_ATTR LONG_RELEASE LOAD_NAME const LOAD_ATTR LONG_RELEASE BUILD_TUPLE BUILD_LIST BUILD_LIST BUILD_MAP STORE_NAME KNOWN_DUPLICATE_TRIGGERS LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_CONST <code object <listcomp> at 0x7f8e2fdb8420, file "f.py", line 657> LOAD_CONST '<listcomp>' MAKE_FUNCTION LOAD_NAME ALL_QUIRK_CLASSES GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST <code object test_quirk_device_automation_triggers_unique at 0x7f8e2fdb8ae0, file "f.py", line 655> LOAD_CONST 'test_quirk_device_automation_triggers_unique' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_quirk_device_automation_triggers_unique LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_CONST <code object <listcomp> at 0x7f8e2fdb8540, file "f.py", line 689> LOAD_CONST '<listcomp>' MAKE_FUNCTION LOAD_NAME ALL_QUIRK_CLASSES GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_attributes_updated_not_replaced at 0x7f8e2fdb80c0, file "f.py", line 686> LOAD_CONST 'test_attributes_updated_not_replaced' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_attributes_updated_not_replaced LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'quirk' LOAD_NAME ALL_QUIRK_CLASSES CALL_METHOD LOAD_CONST 'CustomDevice' LOAD_CONST 'None' LOAD_CONST ('quirk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_no_duplicate_clusters at 0x7f8e2fdb8150, file "f.py", line 786> LOAD_CONST 'test_no_duplicate_clusters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_no_duplicate_clusters LOAD_CONST None RETURN_VALUE LOAD_FAST quirk LOAD_ATTR signature POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST quirk LOAD_ATTR replacement POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST quirk LOAD_ATTR replacement LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD STORE_FAST app LOAD_GLOBAL zigpy LOAD_ATTR types LOAD_ATTR EUI64 LOAD_METHOD convert LOAD_CONST '11:22:33:44:55:66:77:88' CALL_METHOD STORE_FAST ieee LOAD_CONST 4660 STORE_FAST nwk LOAD_GLOBAL zigpy LOAD_ATTR device LOAD_METHOD Device LOAD_FAST app LOAD_FAST ieee LOAD_FAST nwk CALL_METHOD RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object BadSigNoSignature at 0x7f8e2f9fcc00, file "f.py", line 117> LOAD_CONST 'BadSigNoSignature' MAKE_FUNCTION LOAD_CONST 'BadSigNoSignature' LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION STORE_FAST BadSigNoSignature LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL AssertionError CALL_METHOD SETUP_WITH to 48 POP_TOP LOAD_FAST BadSigNoSignature LOAD_ATTR from_signature LOAD_FAST raw_device LOAD_CONST 'test_model' LOAD_CONST ('model',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_BUILD_CLASS LOAD_CONST <code object BadSigNoModel at 0x7f8e2f9fc9c0, file "f.py", line 123> LOAD_CONST 'BadSigNoModel' MAKE_FUNCTION LOAD_CONST 'BadSigNoModel' LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION STORE_FAST BadSigNoModel LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL KeyError CALL_METHOD SETUP_WITH to 98 POP_TOP LOAD_FAST BadSigNoModel LOAD_METHOD from_signature LOAD_FAST raw_device CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST BadSigNoModel LOAD_ATTR from_signature LOAD_FAST raw_device LOAD_CONST 'model_model' LOAD_CONST ('model',) CALL_FUNCTION POP_TOP LOAD_FAST BadSigNoModel LOAD_ATTR signature LOAD_METHOD pop LOAD_GLOBAL MODELS_INFO CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL KeyError CALL_METHOD SETUP_WITH to 160 POP_TOP LOAD_FAST BadSigNoModel LOAD_ATTR from_signature LOAD_FAST raw_device LOAD_CONST 'model_model' LOAD_CONST ('model',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'some manufacturer' LOAD_FAST BadSigNoModel LOAD_ATTR signature LOAD_GLOBAL MANUFACTURER STORE_SUBSCR LOAD_FAST BadSigNoModel LOAD_ATTR from_signature LOAD_FAST raw_device LOAD_CONST 'model_model' LOAD_CONST ('model',) CALL_FUNCTION POP_TOP LOAD_GLOBAL PROFILE_ID LOAD_GLOBAL zigpy LOAD_ATTR profiles LOAD_ATTR zha LOAD_ATTR PROFILE_ID LOAD_GLOBAL DEVICE_TYPE LOAD_GLOBAL zigpy LOAD_ATTR profiles LOAD_ATTR zha LOAD_ATTR DeviceType LOAD_ATTR LEVEL_CONTROL_SWITCH LOAD_GLOBAL INPUT_CLUSTERS LOAD_CONST 1 LOAD_CONST 6 BUILD_LIST LOAD_GLOBAL OUTPUT_CLUSTERS LOAD_CONST 25 BUILD_LIST BUILD_MAP STORE_DEREF ep_sig_complete LOAD_BUILD_CLASS LOAD_CLOSURE ep_sig_complete BUILD_TUPLE LOAD_CONST <code object BadSigIncompleteEp at 0x7f8e2f9fc660, file "f.py", line 155> LOAD_CONST 'BadSigIncompleteEp' MAKE_FUNCTION LOAD_CONST 'BadSigIncompleteEp' LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION STORE_FAST BadSigIncompleteEp LOAD_FAST BadSigIncompleteEp LOAD_METHOD from_signature LOAD_FAST raw_device CALL_METHOD POP_TOP SETUP_LOOP to 340 LOAD_DEREF ep_sig_complete GET_ITER FOR_ITER to 338 STORE_FAST missing_item LOAD_DEREF ep_sig_complete BUILD_MAP STORE_FAST incomplete_ep LOAD_FAST incomplete_ep LOAD_METHOD pop LOAD_FAST missing_item CALL_METHOD POP_TOP LOAD_FAST incomplete_ep LOAD_FAST BadSigIncompleteEp LOAD_ATTR signature LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR LOAD_CONST 3 STORE_SUBSCR LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL KeyError CALL_METHOD SETUP_WITH to 328 POP_TOP LOAD_FAST BadSigIncompleteEp LOAD_METHOD from_signature LOAD_FAST raw_device CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dev_from_signature_incomplete_sig.<locals>.BadSigNoSignature' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dev_from_signature_incomplete_sig.<locals>.BadSigNoModel' STORE_NAME __qualname__ LOAD_NAME MODELS_INFO LOAD_CONST ('manufacturer_1', 'model_1') BUILD_LIST LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC LOAD_NAME ENDPOINTS LOAD_CONST 3 LOAD_NAME PROFILE_ID LOAD_NAME zigpy LOAD_ATTR profiles LOAD_ATTR zha LOAD_ATTR PROFILE_ID LOAD_NAME DEVICE_TYPE LOAD_NAME zigpy LOAD_ATTR profiles LOAD_ATTR zha LOAD_ATTR DeviceType LOAD_ATTR LEVEL_CONTROL_SWITCH LOAD_NAME INPUT_CLUSTERS LOAD_CONST 1 LOAD_CONST 6 BUILD_LIST LOAD_NAME OUTPUT_CLUSTERS LOAD_CONST 25 BUILD_LIST BUILD_MAP BUILD_MAP BUILD_MAP STORE_NAME signature LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dev_from_signature_incomplete_sig.<locals>.BadSigIncompleteEp' STORE_NAME __qualname__ LOAD_NAME MANUFACTURER LOAD_CONST 'manufacturer' LOAD_NAME MODEL LOAD_CONST 'model' LOAD_NAME NODE_DESCRIPTOR LOAD_NAME XIAOMI_NODE_DESC LOAD_NAME ENDPOINTS LOAD_CONST 3 LOAD_CLASSDEREF ep_sig_complete BUILD_MAP BUILD_MAP BUILD_MAP STORE_NAME signature LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CLOSURE quirk_signature BUILD_TUPLE LOAD_CONST <code object QuirkDevice at 0x7f8e2f9fce40, file "f.py", line 261> LOAD_CONST 'QuirkDevice' MAKE_FUNCTION LOAD_CONST 'QuirkDevice' LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION STORE_FAST QuirkDevice LOAD_FAST QuirkDevice LOAD_METHOD from_signature LOAD_FAST raw_device CALL_METHOD STORE_FAST device LOAD_FAST device LOAD_ATTR status LOAD_GLOBAL zigpy LOAD_ATTR device LOAD_ATTR Status LOAD_ATTR ENDPOINTS_INIT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL MANUFACTURER LOAD_DEREF quirk_signature COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST device LOAD_ATTR manufacturer LOAD_DEREF quirk_signature LOAD_GLOBAL MANUFACTURER BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 94 LOAD_FAST device LOAD_ATTR manufacturer LOAD_CONST 'LUMI' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST device LOAD_ATTR model LOAD_DEREF quirk_signature LOAD_GLOBAL MODEL BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF quirk_signature LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR STORE_FAST ep_signature LOAD_GLOBAL len LOAD_FAST device LOAD_ATTR endpoints CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST ep_signature CALL_FUNCTION LOAD_CONST 1 BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 306 LOAD_FAST ep_signature LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 304 UNPACK_SEQUENCE STORE_FAST ep_id STORE_FAST ep_data LOAD_FAST ep_id LOAD_FAST device LOAD_ATTR endpoints COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST device LOAD_ATTR endpoints LOAD_FAST ep_id BINARY_SUBSCR STORE_FAST ep LOAD_FAST ep LOAD_ATTR status LOAD_GLOBAL zigpy LOAD_ATTR endpoint LOAD_ATTR Status LOAD_ATTR ZDO_INIT COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ep LOAD_ATTR profile_id LOAD_FAST ep_data LOAD_GLOBAL PROFILE_ID BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ep LOAD_ATTR device_type LOAD_FAST ep_data LOAD_GLOBAL DEVICE_TYPE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7f8e2fa0f390, file "f.py", line 280> LOAD_CONST 'test_dev_from_signature.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST ep LOAD_ATTR in_clusters GET_ITER CALL_FUNCTION LOAD_FAST ep_data LOAD_GLOBAL INPUT_CLUSTERS BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7f8e2fa0fd20, file "f.py", line 281> LOAD_CONST 'test_dev_from_signature.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST ep LOAD_ATTR out_clusters GET_ITER CALL_FUNCTION LOAD_FAST ep_data LOAD_GLOBAL OUTPUT_CLUSTERS BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dev_from_signature.<locals>.QuirkDevice' STORE_NAME __qualname__ LOAD_CLASSDEREF quirk_signature STORE_NAME signature LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST cluster_id LOAD_FAST cluster_id LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST cluster_id LOAD_FAST cluster_id LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST q LOAD_GLOBAL issubclass LOAD_FAST q LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST q YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL issubclass LOAD_FAST quirk LOAD_GLOBAL zhaquirks LOAD_ATTR QuickInitDevice CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_GLOBAL MODELS_INFO CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST quirk LOAD_ATTR signature LOAD_GLOBAL MANUFACTURER BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST quirk LOAD_ATTR signature LOAD_GLOBAL NODE_DESCRIPTOR BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST quirk LOAD_ATTR signature LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 166 LOAD_FAST quirk LOAD_ATTR signature LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 164 UNPACK_SEQUENCE STORE_FAST ep_id STORE_FAST ep_data LOAD_FAST ep_id POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL PROFILE_ID LOAD_FAST ep_data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL DEVICE_TYPE LOAD_FAST ep_data COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST ep_data LOAD_GLOBAL INPUT_CLUSTERS BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST ep_data LOAD_GLOBAL OUTPUT_CLUSTERS BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST 'zcl.Cluster' LOAD_CONST 'bool' LOAD_CONST ('cluster', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _check_range at 0x7f8e2fa0f1e0, file "f.py", line 310> LOAD_CONST 'test_signature.<locals>._check_range' MAKE_FUNCTION STORE_FAST _check_range LOAD_GLOBAL ENDPOINTS LOAD_FAST quirk LOAD_ATTR signature COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7f8e2fa0fe40, file "f.py", line 317> LOAD_CONST 'test_signature.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST quirk LOAD_ATTR signature GET_ITER CALL_FUNCTION STORE_FAST numeric LOAD_FAST numeric POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL set LOAD_FAST quirk LOAD_ATTR signature CALL_FUNCTION LOAD_METHOD issubset LOAD_GLOBAL SIGNATURE_ALLOWED CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_GLOBAL MODELS_INFO CALL_METHOD STORE_FAST models_info LOAD_FAST models_info LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_LOOP to 172 LOAD_FAST models_info GET_ITER FOR_ITER to 170 UNPACK_SEQUENCE STORE_FAST manufacturer STORE_FAST model LOAD_FAST manufacturer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST manufacturer LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST manufacturer POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST model LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST model POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 232 LOAD_GLOBAL MANUFACTURER LOAD_GLOBAL MODEL BUILD_TUPLE GET_ITER FOR_ITER to 230 STORE_FAST m_m LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_FAST m_m CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST quirk LOAD_ATTR signature LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR STORE_FAST ep_signature EXTENDED_ARG SETUP_LOOP to 574 LOAD_FAST ep_signature LOAD_METHOD items CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 572 UNPACK_SEQUENCE STORE_FAST ep_id STORE_FAST ep_data LOAD_GLOBAL isinstance LOAD_FAST ep_id LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_FAST ep_id DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 254 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 306 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL set LOAD_FAST ep_data CALL_FUNCTION LOAD_METHOD issubset LOAD_GLOBAL SIGNATURE_EP_ALLOWED CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 416 LOAD_GLOBAL DEVICE_TYPE LOAD_GLOBAL PROFILE_ID BUILD_TUPLE GET_ITER FOR_ITER to 414 STORE_FAST sig_attr LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST sig_attr CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 0 LOAD_FAST value DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 65535 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 406 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 504 LOAD_GLOBAL INPUT_CLUSTERS LOAD_GLOBAL OUTPUT_CLUSTERS BUILD_TUPLE GET_ITER FOR_ITER to 502 STORE_FAST clusters_type LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST clusters_type CALL_METHOD STORE_FAST clusters LOAD_FAST clusters LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8e2fa0f660, file "f.py", line 349> LOAD_CONST 'test_signature.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST clusters GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8e2fa0f4b0, file "f.py", line 350> LOAD_CONST 'test_signature.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST clusters GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 570 LOAD_GLOBAL MANUFACTURER LOAD_GLOBAL MODEL BUILD_TUPLE GET_ITER FOR_ITER to 568 STORE_FAST m_m LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST m_m CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set LOAD_FAST quirk LOAD_ATTR replacement CALL_FUNCTION LOAD_METHOD issubset LOAD_GLOBAL SIGNATURE_REPLACEMENT_ALLOWED CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG SETUP_LOOP to 1008 LOAD_FAST quirk LOAD_ATTR replacement LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 1006 UNPACK_SEQUENCE STORE_FAST ep_id STORE_FAST ep_data LOAD_GLOBAL isinstance LOAD_FAST ep_id LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_FAST ep_id DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 254 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 666 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL set LOAD_FAST ep_data CALL_FUNCTION LOAD_METHOD issubset LOAD_GLOBAL SIGNATURE_EP_ALLOWED CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 776 LOAD_GLOBAL DEVICE_TYPE LOAD_GLOBAL PROFILE_ID BUILD_TUPLE GET_ITER FOR_ITER to 774 STORE_FAST sig_attr LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST sig_attr CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 0 LOAD_FAST value DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 65535 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE JUMP_FORWARD to 766 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 894 LOAD_GLOBAL INPUT_CLUSTERS LOAD_GLOBAL OUTPUT_CLUSTERS BUILD_TUPLE GET_ITER FOR_ITER to 892 STORE_FAST clusters_type LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST clusters_type BUILD_LIST CALL_METHOD STORE_FAST clusters SETUP_LOOP to 888 LOAD_FAST clusters GET_ITER FOR_ITER to 886 STORE_FAST cluster LOAD_FAST clusters LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST cluster LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cluster LOAD_GLOBAL zcl LOAD_ATTR Cluster LOAD_ATTR _registry COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST _check_range LOAD_FAST cluster CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 882 LOAD_GLOBAL issubclass LOAD_FAST cluster LOAD_GLOBAL zcl LOAD_ATTR Cluster CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 960 LOAD_GLOBAL MANUFACTURER LOAD_GLOBAL MODEL BUILD_TUPLE GET_ITER FOR_ITER to 958 STORE_FAST m_m LOAD_FAST ep_data LOAD_METHOD get LOAD_FAST m_m CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ep_data LOAD_METHOD get LOAD_GLOBAL NODE_DESCRIPTOR CALL_METHOD STORE_FAST node_desc LOAD_FAST node_desc LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST node_desc LOAD_GLOBAL zigpy LOAD_ATTR zdo LOAD_ATTR types LOAD_ATTR NodeDescriptor CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 58 LOAD_GLOBAL zcl LOAD_ATTR Cluster LOAD_ATTR _registry_range LOAD_METHOD keys CALL_METHOD GET_ITER FOR_ITER to 56 STORE_FAST range LOAD_FAST range LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST cluster DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST range LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP <= POP_JUMP_IF_FALSE JUMP_FORWARD to 50 POP_TOP JUMP_ABSOLUTE LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST eid LOAD_GLOBAL isinstance LOAD_FAST eid LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST eid LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST cluster_id LOAD_GLOBAL isinstance LOAD_FAST cluster_id LOAD_GLOBAL int CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST cluster_id LOAD_CONST 0 LOAD_FAST cluster_id DUP_TOP ROT_THREE COMPARE_OP <= JUMP_IF_FALSE_OR_POP LOAD_CONST 65535 COMPARE_OP <= JUMP_FORWARD to 28 ROT_TWO POP_TOP YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 78 STORE_FAST quirk_cls LOAD_FAST quirk_cls LOAD_GLOBAL zhaquirks LOAD_ATTR xbee LOAD_ATTR xbee_io LOAD_ATTR XBeeSensor LOAD_GLOBAL zhaquirks LOAD_ATTR xbee LOAD_ATTR xbee3_io LOAD_ATTR XBee3Sensor LOAD_GLOBAL zhaquirks LOAD_ATTR tuya LOAD_ATTR ts0201 LOAD_ATTR MoesTemperatureHumidtySensorWithScreen LOAD_GLOBAL zhaquirks LOAD_ATTR smartthings LOAD_ATTR tag_v4 LOAD_ATTR SmartThingsTagV4 LOAD_GLOBAL zhaquirks LOAD_ATTR smartthings LOAD_ATTR multi LOAD_ATTR SmartthingsMultiPurposeSensor LOAD_GLOBAL zhaquirks LOAD_ATTR netvox LOAD_ATTR z308e3ed LOAD_ATTR Z308E3ED LOAD_GLOBAL zhaquirks LOAD_ATTR gledopto LOAD_ATTR soposhgu10 LOAD_ATTR SoposhGU10 BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST quirk_cls LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_GLOBAL MODELS_INFO CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_GLOBAL MODEL CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST quirk LOAD_ATTR signature LOAD_METHOD get LOAD_GLOBAL MANUFACTURER CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Quirk ' LOAD_FAST quirk FORMAT_VALUE LOAD_CONST ' does not have MODELS_INFO, MODEL or MANUFACTURER in its signature. At least one of these is required.' BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST quirk LOAD_ATTR __module__ FORMAT_VALUE LOAD_CONST '.' LOAD_FAST quirk LOAD_ATTR __name__ FORMAT_VALUE BUILD_STRING STORE_FAST path LOAD_GLOBAL all LOAD_CONST <code object <listcomp> at 0x7f8e2fa0f810, file "f.py", line 427> LOAD_CONST 'test_quirk_importable.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST path LOAD_METHOD split LOAD_CONST '.' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_FAST path FORMAT_VALUE LOAD_CONST ' is not importable' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST m LOAD_FAST m JUMP_IF_FALSE_OR_POP LOAD_FAST m LOAD_METHOD isidentifier CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'custom_zha_quirks' BINARY_TRUE_DIVIDE STORE_FAST custom_quirks LOAD_FAST custom_quirks LOAD_METHOD mkdir CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST '__init__.py' BINARY_TRUE_DIVIDE LOAD_METHOD touch CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch' BINARY_TRUE_DIVIDE LOAD_METHOD mkdir CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch/__init__.py' BINARY_TRUE_DIVIDE LOAD_METHOD touch CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch/custom_quirk.py' BINARY_TRUE_DIVIDE LOAD_METHOD write_text LOAD_CONST '1/' CALL_METHOD POP_TOP LOAD_FAST caplog LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_GLOBAL zhaquirks LOAD_ATTR setup LOAD_GLOBAL str LOAD_FAST custom_quirks CALL_FUNCTION LOAD_CONST ('custom_quirks_path',) CALL_FUNCTION POP_TOP LOAD_CONST "Unexpected exception importing custom quirk 'bosch.custom_quirk'" LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'SyntaxError' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST custom_quirks LOAD_CONST 'bosch/custom_quirk.py' BINARY_TRUE_DIVIDE LOAD_METHOD write_text LOAD_CONST 'from os import foobarbaz7' CALL_METHOD POP_TOP LOAD_FAST caplog LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_GLOBAL zhaquirks LOAD_ATTR setup LOAD_GLOBAL str LOAD_FAST custom_quirks CALL_FUNCTION LOAD_CONST ('custom_quirks_path',) CALL_FUNCTION POP_TOP LOAD_CONST "Unexpected exception importing custom quirk 'bosch.custom_quirk'" LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST "cannot import name 'foobarbaz7' from 'os'" LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST zigpy_device_from_quirk LOAD_GLOBAL zhaquirks LOAD_ATTR bosch LOAD_ATTR motion LOAD_ATTR ISWZPR1WP13 LOAD_CONST False LOAD_CONST ('apply_quirk',) CALL_FUNCTION STORE_FAST device LOAD_GLOBAL type LOAD_FAST device CALL_FUNCTION LOAD_GLOBAL zigpy LOAD_ATTR device LOAD_ATTR Device COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL zhaquirks LOAD_METHOD setup CALL_METHOD POP_TOP LOAD_GLOBAL type LOAD_GLOBAL zq LOAD_METHOD get_device LOAD_FAST device CALL_METHOD CALL_FUNCTION LOAD_GLOBAL zhaquirks LOAD_ATTR bosch LOAD_ATTR motion LOAD_ATTR ISWZPR1WP13 COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tmp_path LOAD_CONST 'custom_zha_quirks' BINARY_TRUE_DIVIDE STORE_FAST custom_quirks LOAD_FAST custom_quirks LOAD_METHOD mkdir CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST '__init__.py' BINARY_TRUE_DIVIDE LOAD_METHOD touch CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch' BINARY_TRUE_DIVIDE LOAD_METHOD mkdir CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch/__init__.py' BINARY_TRUE_DIVIDE LOAD_METHOD touch CALL_METHOD POP_TOP LOAD_FAST custom_quirks LOAD_CONST 'bosch/custom_quirk.py' BINARY_TRUE_DIVIDE LOAD_METHOD write_text LOAD_CONST '\n"""Device handler for Bosch motion sensors."""\nfrom zigpy.profiles import zha\nfrom zigpy.quirks import CustomDevice\nfrom zigpy.zcl.clusters.general import Basic, Identify, Ota, PollControl\nfrom zigpy.zcl.clusters.homeautomation import Diagnostic\nfrom zigpy.zcl.clusters.measurement import TemperatureMeasurement\nfrom zigpy.zcl.clusters.security import IasZone\n\nfrom zhaquirks import PowerConfigurationCluster\n\nfrom zhaquirks.bosch import BOSCH\nfrom zhaquirks.const import (\n DEVICE_TYPE,\n ENDPOINTS,\n INPUT_CLUSTERS,\n MODELS_INFO,\n OUTPUT_CLUSTERS,\n PROFILE_ID,\n)\n\nclass TestReplacementISWZPR1WP13(CustomDevice):\n """Custom device representing Bosch motion sensors."""\n\n signature = {\n MODELS_INFO: [(BOSCH, "ISW-ZPR1-WP13")],\n ENDPOINTS: {\n 5: {\n PROFILE_ID: zha.PROFILE_ID,\n DEVICE_TYPE: zha.DeviceType.IAS_ZONE,\n INPUT_CLUSTERS: [\n Basic.cluster_id,\n PowerConfigurationCluster.cluster_id,\n Identify.cluster_id,\n PollControl.cluster_id,\n TemperatureMeasurement.cluster_id,\n IasZone.cluster_id,\n Diagnostic.cluster_id,\n ],\n OUTPUT_CLUSTERS: [Ota.cluster_id],\n }\n },\n }\n\n replacement = {\n ENDPOINTS: {\n 5: {\n INPUT_CLUSTERS: [\n Basic.cluster_id,\n PowerConfigurationCluster.cluster_id,\n Identify.cluster_id,\n PollControl.cluster_id,\n TemperatureMeasurement.cluster_id,\n IasZone.cluster_id,\n Diagnostic.cluster_id,\n ],\n OUTPUT_CLUSTERS: [Ota.cluster_id],\n }\n }\n }\n' CALL_METHOD POP_TOP LOAD_GLOBAL zhaquirks LOAD_ATTR setup LOAD_GLOBAL str LOAD_FAST custom_quirks CALL_FUNCTION LOAD_CONST ('custom_quirks_path',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_GLOBAL zq LOAD_METHOD get_device LOAD_FAST device CALL_METHOD LOAD_GLOBAL zhaquirks LOAD_ATTR bosch LOAD_ATTR motion LOAD_ATTR ISWZPR1WP13 CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL type LOAD_GLOBAL zq LOAD_METHOD get_device LOAD_FAST device CALL_METHOD CALL_FUNCTION LOAD_ATTR __name__ LOAD_CONST 'TestReplacementISWZPR1WP13' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <setcomp> at 0x7f8e2fdb8d20, file "f.py", line 555> LOAD_CONST 'test_zigpy_custom_cluster_pollution.<locals>.<setcomp>' MAKE_FUNCTION LOAD_GLOBAL zcl LOAD_ATTR Cluster LOAD_ATTR _registry LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST non_zigpy_clusters LOAD_FAST non_zigpy_clusters POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Custom clusters must subclass `CustomCluster`: ' LOAD_FAST non_zigpy_clusters FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 26 STORE_FAST cluster LOAD_FAST cluster LOAD_ATTR __module__ LOAD_METHOD startswith LOAD_CONST 'zigpy.' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST cluster SET_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 16 STORE_FAST q LOAD_FAST q LOAD_ATTR __module__ SET_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL importlib LOAD_METHOD import_module LOAD_FAST module_name CALL_METHOD STORE_FAST mod LOAD_GLOBAL hasattr LOAD_FAST mod LOAD_CONST 'device_automation_triggers' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST quirk LOAD_CONST 'device_automation_triggers' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 184 LOAD_FAST quirk LOAD_ATTR device_automation_triggers LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 182 UNPACK_SEQUENCE STORE_FAST trigger STORE_FAST event LOAD_GLOBAL COMMAND LOAD_FAST event COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST event LOAD_GLOBAL COMMAND BINARY_SUBSCR STORE_FAST command LOAD_FAST command LOAD_GLOBAL COMMAND_MOVE_SATURATION LOAD_GLOBAL COMMAND_MOVE_TO_SATURATION LOAD_GLOBAL COMMAND_MOVE_COLOR_TEMP LOAD_GLOBAL COMMAND_STEP_HUE LOAD_GLOBAL COMMAND_STEP_SATURATION LOAD_GLOBAL COMMAND_STEP_COLOR_TEMP BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL zcl LOAD_ATTR clusters LOAD_ATTR lighting LOAD_ATTR Color STORE_FAST cluster JUMP_FORWARD to 120 LOAD_FAST command LOAD_GLOBAL COMMAND_MOVE LOAD_GLOBAL COMMAND_MOVE_ON_OFF LOAD_GLOBAL COMMAND_STEP LOAD_GLOBAL COMMAND_STEP_ON_OFF LOAD_GLOBAL COMMAND_STOP LOAD_GLOBAL COMMAND_STOP_ON_OFF LOAD_GLOBAL COMMAND_MOVE_TO_LEVEL_ON_OFF BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL zcl LOAD_ATTR clusters LOAD_ATTR general LOAD_ATTR LevelControl STORE_FAST cluster JUMP_FORWARD to 120 JUMP_ABSOLUTE LOAD_GLOBAL ARGS LOAD_FAST event COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'ARGS should be migrated to PARAMS: ' LOAD_FAST command FORMAT_VALUE repr BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 154 LOAD_GLOBAL PARAMS LOAD_FAST event COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST cluster LOAD_ATTR commands_by_name LOAD_FAST command BINARY_SUBSCR LOAD_ATTR schema STORE_FAST schema LOAD_FAST schema BUILD_TUPLE LOAD_FAST event LOAD_GLOBAL PARAMS BINARY_SUBSCR CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST q LOAD_GLOBAL getattr LOAD_FAST q LOAD_CONST 'device_automation_triggers' LOAD_CONST None CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST q LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD defaultdict LOAD_GLOBAL list CALL_METHOD STORE_FAST events SETUP_LOOP to 66 LOAD_FAST quirk LOAD_ATTR device_automation_triggers LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 64 UNPACK_SEQUENCE STORE_FAST trigger STORE_FAST event LOAD_GLOBAL json LOAD_ATTR dumps LOAD_FAST event LOAD_CONST True LOAD_CONST ('sort_keys',) CALL_FUNCTION STORE_FAST frozen_event LOAD_FAST events LOAD_FAST frozen_event BINARY_SUBSCR LOAD_METHOD append LOAD_FAST trigger LOAD_FAST event BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 184 LOAD_FAST events LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 182 STORE_FAST triggers_and_events LOAD_CONST <code object <listcomp> at 0x7f8e2fdb88a0, file "f.py", line 669> LOAD_CONST 'test_quirk_device_automation_triggers_unique.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST triggers_and_events GET_ITER CALL_FUNCTION STORE_FAST triggers LOAD_GLOBAL len LOAD_FAST triggers_and_events CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST quirk LOAD_GLOBAL KNOWN_DUPLICATE_TRIGGERS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST triggers LOAD_GLOBAL KNOWN_DUPLICATE_TRIGGERS LOAD_FAST quirk BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_ATTR xfail STORE_FAST fail_func JUMP_FORWARD to 140 LOAD_GLOBAL pytest LOAD_ATTR fail STORE_FAST fail_func LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7f8e2fdb8c90, file "f.py", line 681> LOAD_CONST 'test_quirk_device_automation_triggers_unique.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST triggers_and_events GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST triggers_text LOAD_FAST fail_func LOAD_CONST 'Triggers are not unique for ' LOAD_FAST quirk FORMAT_VALUE LOAD_CONST ':\n' LOAD_FAST triggers_text FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST trigger STORE_FAST _ LOAD_FAST trigger LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST trigger STORE_FAST event LOAD_CONST ' * ' LOAD_FAST event FORMAT_VALUE LOAD_CONST ' <- ' LOAD_FAST trigger FORMAT_VALUE BUILD_STRING LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST quirk_cls LOAD_FAST quirk_cls LOAD_GLOBAL zhaquirks LOAD_ATTR xbee LOAD_ATTR xbee_io LOAD_ATTR XBeeSensor LOAD_GLOBAL zhaquirks LOAD_ATTR xbee LOAD_ATTR xbee3_io LOAD_ATTR XBee3Sensor BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST quirk_cls LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP STORE_FAST base_cluster_attrs_name BUILD_MAP STORE_FAST base_cluster_attrs_id SETUP_LOOP to 88 LOAD_GLOBAL zcl LOAD_ATTR clusters LOAD_ATTR CLUSTERS_BY_NAME LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 86 UNPACK_SEQUENCE STORE_FAST name STORE_FAST cluster LOAD_FAST cluster LOAD_ATTR ep_attribute LOAD_FAST base_cluster_attrs_name COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_FAST base_cluster_attrs_name LOAD_FAST cluster LOAD_ATTR ep_attribute STORE_SUBSCR LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_FAST base_cluster_attrs_id LOAD_FAST cluster LOAD_ATTR cluster_id STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 642 LOAD_FAST quirk LOAD_ATTR replacement LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 640 UNPACK_SEQUENCE STORE_FAST ep_id STORE_FAST ep_data EXTENDED_ARG SETUP_LOOP to 638 LOAD_FAST ep_data LOAD_METHOD get LOAD_GLOBAL INPUT_CLUSTERS BUILD_LIST CALL_METHOD LOAD_FAST ep_data LOAD_METHOD get LOAD_GLOBAL OUTPUT_CLUSTERS BUILD_LIST CALL_METHOD BINARY_ADD GET_ITER EXTENDED_ARG FOR_ITER to 636 STORE_FAST cluster LOAD_GLOBAL isinstance LOAD_FAST cluster LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL issubclass LOAD_FAST cluster LOAD_GLOBAL zcl LOAD_ATTR Cluster CALL_FUNCTION POP_JUMP_IF_TRUE JUMP_ABSOLUTE JUMP_FORWARD to 186 LOAD_FAST cluster LOAD_GLOBAL ALL_ZIGPY_CLUSTERS COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL issubclass LOAD_FAST cluster LOAD_GLOBAL zigpy LOAD_ATTR quirks LOAD_ATTR CustomCluster CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST base_cluster_attrs_name LOAD_METHOD get LOAD_FAST cluster LOAD_ATTR ep_attribute LOAD_GLOBAL set CALL_FUNCTION CALL_METHOD LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST base_cluster_attrs_name LOAD_FAST cluster LOAD_ATTR ep_attribute BINARY_SUBSCR LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION BINARY_SUBTRACT STORE_FAST missing_attrs LOAD_FAST cluster LOAD_GLOBAL zhaquirks LOAD_ATTR centralite LOAD_ATTR cl_3310S LOAD_ATTR SmartthingsRelativeHumidityCluster BUILD_TUPLE COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster ' LOAD_FAST cluster FORMAT_VALUE LOAD_CONST ' with endpoint name ' LOAD_FAST cluster LOAD_ATTR ep_attribute FORMAT_VALUE repr LOAD_CONST ' does not contain all named attributes: ' LOAD_FAST missing_attrs FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST base_cluster_attrs_id LOAD_METHOD get LOAD_FAST cluster LOAD_ATTR cluster_id LOAD_GLOBAL set CALL_FUNCTION CALL_METHOD LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST base_cluster_attrs_id LOAD_FAST cluster LOAD_ATTR cluster_id BINARY_SUBSCR LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes_by_name LOAD_METHOD keys CALL_METHOD CALL_FUNCTION BINARY_SUBTRACT STORE_FAST missing_attrs LOAD_FAST cluster LOAD_GLOBAL zhaquirks LOAD_ATTR konke LOAD_ATTR KonkeOnOffCluster LOAD_GLOBAL zhaquirks LOAD_ATTR philips LOAD_ATTR PhilipsOccupancySensing LOAD_GLOBAL zhaquirks LOAD_ATTR xiaomi LOAD_ATTR aqara LOAD_ATTR vibration_aq1 LOAD_ATTR VibrationAQ1 LOAD_ATTR MultistateInputCluster BUILD_TUPLE COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster ' LOAD_FAST cluster FORMAT_VALUE LOAD_CONST ' with endpoint ID 0x' LOAD_FAST cluster LOAD_ATTR cluster_id LOAD_CONST '04X' FORMAT_VALUE with format LOAD_CONST ' does not contain all named attributes: ' LOAD_FAST missing_attrs FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR __mro__ CALL_FUNCTION LOAD_GLOBAL ALL_ZIGPY_CLUSTERS BINARY_AND STORE_FAST base_clusters LOAD_GLOBAL len LOAD_FAST base_clusters CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_FORWARD to 492 LOAD_GLOBAL len LOAD_FAST base_clusters CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster has more than one zigpy base class: ' LOAD_FAST cluster FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST base_clusters CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST base_cluster LOAD_GLOBAL set LOAD_FAST base_cluster LOAD_ATTR attributes CALL_FUNCTION STORE_FAST base_attr_ids LOAD_GLOBAL set LOAD_FAST cluster LOAD_ATTR attributes CALL_FUNCTION STORE_FAST quirk_attr_ids LOAD_FAST base_attr_ids LOAD_FAST quirk_attr_ids COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster ' LOAD_FAST cluster FORMAT_VALUE LOAD_CONST " deletes parent class's attributes instead of extending them: " LOAD_FAST base_attr_ids LOAD_FAST quirk_attr_ids BINARY_SUBTRACT FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST <code object <setcomp> at 0x7f8e2fdb8270, file "f.py", line 776> LOAD_CONST 'test_attributes_updated_not_replaced.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST base_cluster LOAD_ATTR attributes LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST base_attr_names LOAD_CONST <code object <setcomp> at 0x7f8e2fdb85d0, file "f.py", line 777> LOAD_CONST 'test_attributes_updated_not_replaced.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST cluster LOAD_ATTR attributes LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST quirk_attr_names LOAD_FAST base_attr_names LOAD_FAST quirk_attr_names COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster ' LOAD_FAST cluster FORMAT_VALUE LOAD_CONST " deletes parent class's attributes instead of extending them: " LOAD_FAST base_attr_names LOAD_FAST quirk_attr_names BINARY_SUBTRACT FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 16 STORE_FAST a LOAD_FAST a LOAD_ATTR name SET_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 16 STORE_FAST a LOAD_FAST a LOAD_ATTR name SET_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE ep_id LOAD_CLOSURE quirk BUILD_TUPLE LOAD_CONST <code object check_for_duplicate_cluster_ids at 0x7f8e2fdb8030, file "f.py", line 790> LOAD_CONST 'test_no_duplicate_clusters.<locals>.check_for_duplicate_cluster_ids' MAKE_FUNCTION STORE_FAST check_for_duplicate_cluster_ids SETUP_LOOP to 80 LOAD_DEREF quirk LOAD_ATTR replacement LOAD_GLOBAL ENDPOINTS BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 78 UNPACK_SEQUENCE STORE_DEREF ep_id STORE_FAST ep_data LOAD_FAST check_for_duplicate_cluster_ids LOAD_FAST ep_data LOAD_METHOD get LOAD_GLOBAL INPUT_CLUSTERS BUILD_LIST CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST check_for_duplicate_cluster_ids LOAD_FAST ep_data LOAD_METHOD get LOAD_GLOBAL OUTPUT_CLUSTERS BUILD_LIST CALL_METHOD CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST used_cluster_ids SETUP_LOOP to 90 LOAD_FAST clusters GET_ITER FOR_ITER to 88 STORE_FAST cluster LOAD_GLOBAL isinstance LOAD_FAST cluster LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST cluster STORE_FAST cluster_id JUMP_FORWARD to 38 LOAD_FAST cluster LOAD_ATTR cluster_id STORE_FAST cluster_id LOAD_FAST cluster_id LOAD_FAST used_cluster_ids COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD fail LOAD_CONST 'Cluster ID 0x' LOAD_FAST cluster_id LOAD_CONST '04X' FORMAT_VALUE with format LOAD_CONST ' is used more than once in the replacement for endpoint ' LOAD_DEREF ep_id FORMAT_VALUE LOAD_CONST ' in ' LOAD_DEREF quirk FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST used_cluster_ids LOAD_METHOD add LOAD_FAST cluster_id CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
"""General quirk tests.""" from __future__ import annotations import collections import importlib import json from pathlib import Path from unittest import mock import pytest import zigpy.device import zigpy.endpoint import zigpy.profiles import zigpy.quirks as zq from zigpy.quirks import CustomDevice import zigpy.types import zigpy.zcl as zcl import zigpy.zdo.types import zhaquirks import zhaquirks.bosch.motion import zhaquirks.centralite.cl_3310S import zhaquirks.const as const from zhaquirks.const import ( ARGS, COMMAND, COMMAND_MOVE, COMMAND_MOVE_COLOR_TEMP, COMMAND_MOVE_ON_OFF, COMMAND_MOVE_SATURATION, COMMAND_MOVE_TO_LEVEL_ON_OFF, COMMAND_MOVE_TO_SATURATION, COMMAND_STEP, COMMAND_STEP_COLOR_TEMP, COMMAND_STEP_HUE, COMMAND_STEP_ON_OFF, COMMAND_STEP_SATURATION, COMMAND_STOP, COMMAND_STOP_ON_OFF, DEVICE_TYPE, ENDPOINTS, INPUT_CLUSTERS, MANUFACTURER, MODEL, MODELS_INFO, NODE_DESCRIPTOR, OUTPUT_CLUSTERS, PARAMS, PROFILE_ID, SKIP_CONFIGURATION, ) import zhaquirks.konke import zhaquirks.philips from zhaquirks.xiaomi import XIAOMI_NODE_DESC import zhaquirks.xiaomi.aqara.vibration_aq1 zhaquirks.setup() ALL_QUIRK_CLASSES = [] for manufacturer in zq._DEVICE_REGISTRY._registry.values(): for model_quirk_list in manufacturer.values(): for quirk in model_quirk_list: if quirk in ALL_QUIRK_CLASSES: continue ALL_QUIRK_CLASSES.append(quirk) del quirk, model_quirk_list, manufacturer ALL_ZIGPY_CLUSTERS = frozenset(zcl.clusters.CLUSTERS_BY_NAME.values()) SIGNATURE_ALLOWED = { ENDPOINTS, MANUFACTURER, MODEL, MODELS_INFO, NODE_DESCRIPTOR, } SIGNATURE_EP_ALLOWED = { DEVICE_TYPE, INPUT_CLUSTERS, PROFILE_ID, OUTPUT_CLUSTERS, } SIGNATURE_REPLACEMENT_ALLOWED = { ENDPOINTS, MANUFACTURER, MODEL, NODE_DESCRIPTOR, SKIP_CONFIGURATION, } @pytest.mark.parametrize("quirk", ALL_QUIRK_CLASSES) def test_quirk_replacements(quirk: CustomDevice) -> None: """Test all quirks have a replacement.""" assert quirk.signature assert quirk.replacement assert quirk.replacement[ENDPOINTS] @pytest.fixture def raw_device() -> zigpy.device.Device: """Raw device.""" app = mock.MagicMock() ieee = zigpy.types.EUI64.convert("11:22:33:44:55:66:77:88") nwk = 0x1234 return zigpy.device.Device(app, ieee, nwk) def test_dev_from_signature_incomplete_sig(raw_device: zigpy.device.Device) -> None: """Test device initialization from quirk's based on incomplete signature.""" class BadSigNoSignature(zhaquirks.QuickInitDevice): pass with pytest.raises(AssertionError): BadSigNoSignature.from_signature(raw_device, model="test_model") class BadSigNoModel(zhaquirks.QuickInitDevice): signature = { MODELS_INFO: [("manufacturer_1", "model_1")], NODE_DESCRIPTOR: XIAOMI_NODE_DESC, ENDPOINTS: { 3: { PROFILE_ID: zigpy.profiles.zha.PROFILE_ID, DEVICE_TYPE: zigpy.profiles.zha.DeviceType.LEVEL_CONTROL_SWITCH, INPUT_CLUSTERS: [1, 6], OUTPUT_CLUSTERS: [0x19], } }, } with pytest.raises(KeyError): BadSigNoModel.from_signature(raw_device) BadSigNoModel.from_signature(raw_device, model="model_model") BadSigNoModel.signature.pop(MODELS_INFO) with pytest.raises(KeyError): BadSigNoModel.from_signature(raw_device, model="model_model") BadSigNoModel.signature[MANUFACTURER] = "some manufacturer" BadSigNoModel.from_signature(raw_device, model="model_model") ep_sig_complete = { PROFILE_ID: zigpy.profiles.zha.PROFILE_ID, DEVICE_TYPE: zigpy.profiles.zha.DeviceType.LEVEL_CONTROL_SWITCH, INPUT_CLUSTERS: [1, 6], OUTPUT_CLUSTERS: [0x19], } class BadSigIncompleteEp(zhaquirks.QuickInitDevice): signature = { MANUFACTURER: "manufacturer", MODEL: "model", NODE_DESCRIPTOR: XIAOMI_NODE_DESC, ENDPOINTS: {3: {**ep_sig_complete}}, } BadSigIncompleteEp.from_signature(raw_device) for missing_item in ep_sig_complete: incomplete_ep = {**ep_sig_complete} incomplete_ep.pop(missing_item) BadSigIncompleteEp.signature[ENDPOINTS][3] = incomplete_ep with pytest.raises(KeyError): BadSigIncompleteEp.from_signature(raw_device) @pytest.mark.parametrize( "quirk_signature", ( { ENDPOINTS: { 1: { PROFILE_ID: 11, DEVICE_TYPE: 22, INPUT_CLUSTERS: [0, 1, 4], OUTPUT_CLUSTERS: [0, 6, 8, 768], } }, MANUFACTURER: "manufacturer_3", MODEL: "model_3", NODE_DESCRIPTOR: XIAOMI_NODE_DESC, }, { ENDPOINTS: { 2: { PROFILE_ID: 33, DEVICE_TYPE: 44, INPUT_CLUSTERS: [0, 0x0201, 0x0402], OUTPUT_CLUSTERS: [0x0019, 0x0401], }, 5: { PROFILE_ID: 55, DEVICE_TYPE: 66, INPUT_CLUSTERS: [0, 6, 8], OUTPUT_CLUSTERS: [0x0019, 0x0500], }, }, MANUFACTURER: "manufacturer_4", MODEL: "model_4", NODE_DESCRIPTOR: XIAOMI_NODE_DESC, }, { ENDPOINTS: { 2: { PROFILE_ID: 33, DEVICE_TYPE: 44, INPUT_CLUSTERS: [0, 0x0201, 0x0402], OUTPUT_CLUSTERS: [0x0019, 0x0401], }, 5: { PROFILE_ID: 55, DEVICE_TYPE: 66, INPUT_CLUSTERS: [0, 6, 8], OUTPUT_CLUSTERS: [0x0019, 0x0500], }, }, MODELS_INFO: (("LUMI", "model_4"),), MODEL: "model_4", NODE_DESCRIPTOR: XIAOMI_NODE_DESC, }, { ENDPOINTS: { 1: { "profile_id": 260, "device_type": 0x0100, INPUT_CLUSTERS: [ 0x0000, 0x0003, 0x0004, 0x0005, 0x0006, 0x0702, 0x0B05, ], OUTPUT_CLUSTERS: [0x000A, 0x0019], }, 2: { "profile_id": 260, "device_type": 0x0103, INPUT_CLUSTERS: [0x0000, 0x0003, 0x0B05], OUTPUT_CLUSTERS: [0x0003, 0x0006], }, }, MANUFACTURER: "manufacturer 5", MODEL: "model 5", NODE_DESCRIPTOR: XIAOMI_NODE_DESC, }, ), ) def test_dev_from_signature( raw_device: zigpy.device.Device, quirk_signature: dict ) -> None: """Test device initialization from quirk's based on signature.""" class QuirkDevice(zhaquirks.QuickInitDevice): signature = quirk_signature device = QuirkDevice.from_signature(raw_device) assert device.status == zigpy.device.Status.ENDPOINTS_INIT if MANUFACTURER in quirk_signature: assert device.manufacturer == quirk_signature[MANUFACTURER] else: assert device.manufacturer == "LUMI" assert device.model == quirk_signature[MODEL] ep_signature = quirk_signature[ENDPOINTS] assert len(device.endpoints) == len(ep_signature) + 1 # ZDO endpoint for ep_id, ep_data in ep_signature.items(): assert ep_id in device.endpoints ep = device.endpoints[ep_id] assert ep.status == zigpy.endpoint.Status.ZDO_INIT assert ep.profile_id == ep_data[PROFILE_ID] assert ep.device_type == ep_data[DEVICE_TYPE] assert [cluster_id for cluster_id in ep.in_clusters] == ep_data[INPUT_CLUSTERS] assert [cluster_id for cluster_id in ep.out_clusters] == ep_data[ OUTPUT_CLUSTERS ] @pytest.mark.parametrize( "quirk", (q for q in ALL_QUIRK_CLASSES if issubclass(q, zhaquirks.QuickInitDevice)) ) def test_quirk_quickinit(quirk: zigpy.quirks.CustomDevice) -> None: """Make sure signature in QuickInit Devices have all required attributes.""" if not issubclass(quirk, zhaquirks.QuickInitDevice): return assert quirk.signature.get(MODELS_INFO) or quirk.signature[MANUFACTURER] assert quirk.signature[NODE_DESCRIPTOR] assert quirk.signature[ENDPOINTS] for ep_id, ep_data in quirk.signature[ENDPOINTS].items(): assert ep_id assert PROFILE_ID in ep_data assert DEVICE_TYPE in ep_data assert isinstance(ep_data[INPUT_CLUSTERS], list) assert isinstance(ep_data[OUTPUT_CLUSTERS], list) @pytest.mark.parametrize("quirk", ALL_QUIRK_CLASSES) def test_signature(quirk: CustomDevice) -> None: """Make sure signature look sane for all custom devices.""" def _check_range(cluster: zcl.Cluster) -> bool: for range in zcl.Cluster._registry_range.keys(): if range[0] <= cluster <= range[1]: return True return False assert ENDPOINTS in quirk.signature numeric = [eid for eid in quirk.signature if isinstance(eid, int)] assert not numeric assert set(quirk.signature).issubset(SIGNATURE_ALLOWED) models_info = quirk.signature.get(MODELS_INFO) if models_info is not None: for manufacturer, model in models_info: if manufacturer is not None: assert isinstance(manufacturer, str) assert manufacturer if model is not None: assert isinstance(model, str) assert model for m_m in (MANUFACTURER, MODEL): value = quirk.signature.get(m_m) if value is not None: assert isinstance(value, str) assert value ep_signature = quirk.signature[ENDPOINTS] for ep_id, ep_data in ep_signature.items(): assert isinstance(ep_id, int) assert 0x01 <= ep_id <= 0xFE assert set(ep_data).issubset(SIGNATURE_EP_ALLOWED) for sig_attr in (DEVICE_TYPE, PROFILE_ID): value = ep_data.get(sig_attr) if value is not None: assert isinstance(value, int) assert 0x0000 <= value <= 0xFFFF for clusters_type in (INPUT_CLUSTERS, OUTPUT_CLUSTERS): clusters = ep_data.get(clusters_type) if clusters is not None: assert all(isinstance(cluster_id, int) for cluster_id in clusters) assert all(0 <= cluster_id <= 0xFFFF for cluster_id in clusters) for m_m in (MANUFACTURER, MODEL): value = ep_data.get(m_m) if value is not None: assert isinstance(value, str) assert value assert set(quirk.replacement).issubset(SIGNATURE_REPLACEMENT_ALLOWED) for ep_id, ep_data in quirk.replacement[ENDPOINTS].items(): assert isinstance(ep_id, int) assert 0x01 <= ep_id <= 0xFE assert set(ep_data).issubset(SIGNATURE_EP_ALLOWED) for sig_attr in (DEVICE_TYPE, PROFILE_ID): value = ep_data.get(sig_attr) if value is not None: assert isinstance(value, int) assert 0x0000 <= value <= 0xFFFF for clusters_type in (INPUT_CLUSTERS, OUTPUT_CLUSTERS): clusters = ep_data.get(clusters_type, []) for cluster in clusters: if clusters is not None: if isinstance(cluster, int): assert cluster in zcl.Cluster._registry or _check_range(cluster) else: assert issubclass(cluster, zcl.Cluster) for m_m in (MANUFACTURER, MODEL): value = ep_data.get(m_m) if value is not None: assert isinstance(value, str) assert value node_desc = ep_data.get(NODE_DESCRIPTOR) if node_desc is not None: assert isinstance(node_desc, zigpy.zdo.types.NodeDescriptor) @pytest.mark.parametrize( "quirk", [ quirk_cls for quirk_cls in ALL_QUIRK_CLASSES if quirk_cls not in ( zhaquirks.xbee.xbee_io.XBeeSensor, zhaquirks.xbee.xbee3_io.XBee3Sensor, zhaquirks.tuya.ts0201.MoesTemperatureHumidtySensorWithScreen, zhaquirks.smartthings.tag_v4.SmartThingsTagV4, zhaquirks.smartthings.multi.SmartthingsMultiPurposeSensor, zhaquirks.netvox.z308e3ed.Z308E3ED, zhaquirks.gledopto.soposhgu10.SoposhGU10, ) ], ) def test_signature_model_info_given(quirk: CustomDevice) -> None: """Verify that quirks have MODELS_INFO, MODEL or MANUFACTURER in their signature.""" if ( not quirk.signature.get(MODELS_INFO) and not quirk.signature.get(MODEL) and not quirk.signature.get(MANUFACTURER) ): pytest.fail( f"Quirk {quirk} does not have MODELS_INFO, MODEL or MANUFACTURER in its signature. " f"At least one of these is required." ) @pytest.mark.parametrize("quirk", ALL_QUIRK_CLASSES) def test_quirk_importable(quirk: CustomDevice) -> None: """Ensure all quirks can be imported with a normal Python `import` statement.""" path = f"{quirk.__module__}.{quirk.__name__}" assert all( [m and m.isidentifier() for m in path.split(".")] ), f"{path} is not importable" def test_quirk_loading_error(tmp_path: Path, caplog) -> None: """Ensure quirks silently fail to load.""" custom_quirks = tmp_path / "custom_zha_quirks" custom_quirks.mkdir() (custom_quirks / "__init__.py").touch() (custom_quirks / "bosch").mkdir() (custom_quirks / "bosch/__init__.py").touch() (custom_quirks / "bosch/custom_quirk.py").write_text("1/") caplog.clear() zhaquirks.setup(custom_quirks_path=str(custom_quirks)) assert ( "Unexpected exception importing custom quirk 'bosch.custom_quirk'" in caplog.text ) assert "SyntaxError" in caplog.text (custom_quirks / "bosch/custom_quirk.py").write_text("from os import foobarbaz7") caplog.clear() zhaquirks.setup(custom_quirks_path=str(custom_quirks)) assert ( "Unexpected exception importing custom quirk 'bosch.custom_quirk'" in caplog.text ) assert "cannot import name 'foobarbaz7' from 'os'" in caplog.text def test_custom_quirk_loading( zigpy_device_from_quirk: CustomDevice, tmp_path: Path ) -> None: """Make sure custom quirks take priority over regular quirks.""" device = zigpy_device_from_quirk( zhaquirks.bosch.motion.ISWZPR1WP13, apply_quirk=False ) assert type(device) is zigpy.device.Device zhaquirks.setup() assert type(zq.get_device(device)) is zhaquirks.bosch.motion.ISWZPR1WP13 custom_quirks = tmp_path / "custom_zha_quirks" custom_quirks.mkdir() (custom_quirks / "__init__.py").touch() (custom_quirks / "bosch").mkdir() (custom_quirks / "bosch/__init__.py").touch() (custom_quirks / "bosch/custom_quirk.py").write_text( ''' """Device handler for Bosch motion sensors.""" from zigpy.profiles import zha from zigpy.quirks import CustomDevice from zigpy.zcl.clusters.general import Basic, Identify, Ota, PollControl from zigpy.zcl.clusters.homeautomation import Diagnostic from zigpy.zcl.clusters.measurement import TemperatureMeasurement from zigpy.zcl.clusters.security import IasZone from zhaquirks import PowerConfigurationCluster from zhaquirks.bosch import BOSCH from zhaquirks.const import ( DEVICE_TYPE, ENDPOINTS, INPUT_CLUSTERS, MODELS_INFO, OUTPUT_CLUSTERS, PROFILE_ID, ) class TestReplacementISWZPR1WP13(CustomDevice): """Custom device representing Bosch motion sensors.""" signature = { MODELS_INFO: [(BOSCH, "ISW-ZPR1-WP13")], ENDPOINTS: { 5: { PROFILE_ID: zha.PROFILE_ID, DEVICE_TYPE: zha.DeviceType.IAS_ZONE, INPUT_CLUSTERS: [ Basic.cluster_id, PowerConfigurationCluster.cluster_id, Identify.cluster_id, PollControl.cluster_id, TemperatureMeasurement.cluster_id, IasZone.cluster_id, Diagnostic.cluster_id, ], OUTPUT_CLUSTERS: [Ota.cluster_id], } }, } replacement = { ENDPOINTS: { 5: { INPUT_CLUSTERS: [ Basic.cluster_id, PowerConfigurationCluster.cluster_id, Identify.cluster_id, PollControl.cluster_id, TemperatureMeasurement.cluster_id, IasZone.cluster_id, Diagnostic.cluster_id, ], OUTPUT_CLUSTERS: [Ota.cluster_id], } } } ''' ) zhaquirks.setup(custom_quirks_path=str(custom_quirks)) assert not isinstance(zq.get_device(device), zhaquirks.bosch.motion.ISWZPR1WP13) assert type(zq.get_device(device)).__name__ == "TestReplacementISWZPR1WP13" def test_zigpy_custom_cluster_pollution() -> None: """Ensure all quirks subclass `CustomCluster`.""" non_zigpy_clusters = { cluster for cluster in zcl.Cluster._registry.values() if not cluster.__module__.startswith("zigpy.") } if non_zigpy_clusters: raise RuntimeError( f"Custom clusters must subclass `CustomCluster`: {non_zigpy_clusters}" ) @pytest.mark.parametrize("module_name", {q.__module__ for q in ALL_QUIRK_CLASSES}) def test_no_module_level_device_automation_triggers(module_name: str) -> None: """Ensure no quirk module has a module-level `device_automation_triggers` dict.""" mod = importlib.import_module(module_name) assert not hasattr(mod, "device_automation_triggers") @pytest.mark.parametrize("quirk", ALL_QUIRK_CLASSES) def test_migrated_lighting_automation_triggers(quirk: CustomDevice) -> None: """Ensure quirks with lighting or level control clusters are using PARAMS.""" if not hasattr(quirk, "device_automation_triggers"): return for trigger, event in quirk.device_automation_triggers.items(): if COMMAND not in event: continue command = event[COMMAND] if command in ( COMMAND_MOVE_SATURATION, COMMAND_MOVE_TO_SATURATION, COMMAND_MOVE_COLOR_TEMP, COMMAND_STEP_HUE, COMMAND_STEP_SATURATION, COMMAND_STEP_COLOR_TEMP, ): cluster = zcl.clusters.lighting.Color elif command in ( COMMAND_MOVE, COMMAND_MOVE_ON_OFF, COMMAND_STEP, COMMAND_STEP_ON_OFF, COMMAND_STOP, COMMAND_STOP_ON_OFF, COMMAND_MOVE_TO_LEVEL_ON_OFF, ): cluster = zcl.clusters.general.LevelControl else: continue if ARGS in event: raise ValueError(f"ARGS should be migrated to PARAMS: {command!r}") elif PARAMS not in event: continue schema = cluster.commands_by_name[command].schema schema(**event[PARAMS]) KNOWN_DUPLICATE_TRIGGERS = { zhaquirks.aurora.aurora_dimmer.AuroraDimmerBatteryPowered: [ [ (zhaquirks.aurora.aurora_dimmer.COLOR_UP, const.RIGHT), (zhaquirks.aurora.aurora_dimmer.COLOR_UP, const.LEFT), ], [ (zhaquirks.aurora.aurora_dimmer.COLOR_DOWN, const.RIGHT), (zhaquirks.aurora.aurora_dimmer.COLOR_DOWN, const.LEFT), ], ], zhaquirks.ikea.fourbtnremote.IkeaTradfriRemoteV1: [ [ (const.LONG_RELEASE, const.DIM_UP), (const.LONG_RELEASE, const.DIM_DOWN), ] ], zhaquirks.paulmann.fourbtnremote.PaulmannRemote4Btn: [ [ (const.LONG_RELEASE, const.BUTTON_1), (const.LONG_RELEASE, const.BUTTON_2), ], [ (const.LONG_RELEASE, const.BUTTON_3), (const.LONG_RELEASE, const.BUTTON_4), ], ], zhaquirks.thirdreality.button.Button: [ [ (const.LONG_PRESS, const.LONG_PRESS), (const.LONG_RELEASE, const.LONG_RELEASE), ] ], } @pytest.mark.parametrize( "quirk", [q for q in ALL_QUIRK_CLASSES if getattr(q, "device_automation_triggers", None)], ) def test_quirk_device_automation_triggers_unique(quirk): """Ensure all quirks have unique device automation triggers.""" events = collections.defaultdict(list) for trigger, event in quirk.device_automation_triggers.items(): frozen_event = json.dumps(event, sort_keys=True) events[frozen_event].append((trigger, event)) for triggers_and_events in events.values(): triggers = [trigger for trigger, _ in triggers_and_events] if len(triggers_and_events) > 1: if ( quirk in KNOWN_DUPLICATE_TRIGGERS and triggers in KNOWN_DUPLICATE_TRIGGERS[quirk] ): fail_func = pytest.xfail else: fail_func = pytest.fail triggers_text = "\n".join( [f" * {event} <- {trigger}" for trigger, event in triggers_and_events] ) fail_func(f"Triggers are not unique for {quirk}:\n{triggers_text}") @pytest.mark.parametrize( "quirk", [ quirk_cls for quirk_cls in ALL_QUIRK_CLASSES if quirk_cls not in ( zhaquirks.xbee.xbee_io.XBeeSensor, zhaquirks.xbee.xbee3_io.XBee3Sensor, ) ], ) def test_attributes_updated_not_replaced(quirk: CustomDevice) -> None: """Verify no quirks subclass a ZCL cluster but delete its attributes list.""" base_cluster_attrs_name = {} base_cluster_attrs_id = {} for name, cluster in zcl.clusters.CLUSTERS_BY_NAME.items(): assert cluster.ep_attribute not in base_cluster_attrs_name base_cluster_attrs_name[cluster.ep_attribute] = set( cluster.attributes_by_name.keys() ) base_cluster_attrs_id[cluster.cluster_id] = set( cluster.attributes_by_name.keys() ) for ep_id, ep_data in quirk.replacement[ENDPOINTS].items(): for cluster in ep_data.get(INPUT_CLUSTERS, []) + ep_data.get( OUTPUT_CLUSTERS, [] ): if isinstance(cluster, int) or not issubclass(cluster, zcl.Cluster): continue elif cluster in ALL_ZIGPY_CLUSTERS: continue assert issubclass(cluster, zigpy.quirks.CustomCluster) if not ( base_cluster_attrs_name.get(cluster.ep_attribute, set()) <= set(cluster.attributes_by_name.keys()) ): missing_attrs = base_cluster_attrs_name[cluster.ep_attribute] - set( cluster.attributes_by_name.keys() ) if cluster not in ( zhaquirks.centralite.cl_3310S.SmartthingsRelativeHumidityCluster, ): pytest.fail( f"Cluster {cluster} with endpoint name {cluster.ep_attribute!r}" f" does not contain all named attributes: {missing_attrs}" ) if not ( base_cluster_attrs_id.get(cluster.cluster_id, set()) <= set(cluster.attributes_by_name.keys()) ): missing_attrs = base_cluster_attrs_id[cluster.cluster_id] - set( cluster.attributes_by_name.keys() ) if cluster not in ( zhaquirks.konke.KonkeOnOffCluster, zhaquirks.philips.PhilipsOccupancySensing, zhaquirks.xiaomi.aqara.vibration_aq1.VibrationAQ1.MultistateInputCluster, ): pytest.fail( f"Cluster {cluster} with endpoint ID 0x{cluster.cluster_id:04X}" f" does not contain all named attributes: {missing_attrs}" ) base_clusters = set(cluster.__mro__) & ALL_ZIGPY_CLUSTERS if len(base_clusters) == 0: continue elif len(base_clusters) > 1: pytest.fail(f"Cluster has more than one zigpy base class: {cluster}") base_cluster = list(base_clusters)[0] base_attr_ids = set(base_cluster.attributes) quirk_attr_ids = set(cluster.attributes) if not base_attr_ids <= quirk_attr_ids: pytest.fail( f"Cluster {cluster} deletes parent class's attributes instead of" f" extending them: {base_attr_ids - quirk_attr_ids}" ) base_attr_names = {a.name for a in base_cluster.attributes.values()} quirk_attr_names = {a.name for a in cluster.attributes.values()} if not base_attr_names <= quirk_attr_names: pytest.fail( f"Cluster {cluster} deletes parent class's attributes instead of" f" extending them: {base_attr_names - quirk_attr_names}" ) @pytest.mark.parametrize("quirk", ALL_QUIRK_CLASSES) def test_no_duplicate_clusters(quirk: CustomDevice) -> None: """Verify no quirks contain clusters with duplicate cluster ids in the replacement.""" def check_for_duplicate_cluster_ids(clusters) -> None: used_cluster_ids = set() for cluster in clusters: if isinstance(cluster, int): cluster_id = cluster else: cluster_id = cluster.cluster_id if cluster_id in used_cluster_ids: pytest.fail( f"Cluster ID 0x{cluster_id:04X} is used more than once in the" f" replacement for endpoint {ep_id} in {quirk}" ) used_cluster_ids.add(cluster_id) for ep_id, ep_data in quirk.replacement[ENDPOINTS].items(): check_for_duplicate_cluster_ids(ep_data.get(INPUT_CLUSTERS, [])) check_for_duplicate_cluster_ids(ep_data.get(OUTPUT_CLUSTERS, []))
data/zha-quirks-0.0.111/tests/test_quirks.py
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LOAD_CONST '\nAssist integrated channels with retrieving learner completion data.\n\nModule contains resources for integrated pipelines to retrieve all the\ngrade and completion data for enrollments belonging to a particular\nenterprise customer.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('getLogger',) IMPORT_NAME logging IMPORT_FROM getLogger STORE_NAME getLogger POP_TOP LOAD_CONST 0 LOAD_CONST ('InvalidKeyError',) IMPORT_NAME opaque_keys IMPORT_FROM InvalidKeyError STORE_NAME InvalidKeyError POP_TOP LOAD_CONST 0 LOAD_CONST ('HTTPError',) IMPORT_NAME requests.exceptions IMPORT_FROM HTTPError STORE_NAME HTTPError POP_TOP LOAD_CONST 0 LOAD_CONST ('apps',) IMPORT_NAME django.apps IMPORT_FROM apps STORE_NAME apps POP_TOP LOAD_CONST 0 LOAD_CONST ('auth',) IMPORT_NAME django.contrib IMPORT_FROM auth STORE_NAME auth POP_TOP LOAD_CONST 0 LOAD_CONST ('timezone',) IMPORT_NAME django.utils IMPORT_FROM timezone STORE_NAME timezone POP_TOP LOAD_CONST 0 LOAD_CONST ('parse_datetime',) IMPORT_NAME django.utils.dateparse IMPORT_FROM parse_datetime STORE_NAME parse_datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('ChannelSettingsMixin',) IMPORT_NAME integrated_channels.integrated_channel.channel_settings IMPORT_FROM ChannelSettingsMixin STORE_NAME ChannelSettingsMixin POP_TOP SETUP_EXCEPT to 130 LOAD_CONST 0 LOAD_CONST ('CourseOverview',) IMPORT_NAME openedx.core.djangoapps.content.course_overviews.models IMPORT_FROM CourseOverview STORE_NAME CourseOverview POP_TOP POP_BLOCK JUMP_FORWARD to 154 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_NAME CourseOverview POP_EXCEPT JUMP_FORWARD to 154 END_FINALLY LOAD_CONST 0 LOAD_CONST ('DataSharingConsent',) IMPORT_NAME consent.models IMPORT_FROM DataSharingConsent STORE_NAME DataSharingConsent POP_TOP LOAD_CONST 0 LOAD_CONST ('GradesApiClient',) IMPORT_NAME enterprise.api_client.lms IMPORT_FROM GradesApiClient STORE_NAME GradesApiClient POP_TOP LOAD_CONST 0 LOAD_CONST ('EnterpriseCourseEnrollment',) IMPORT_NAME enterprise.models IMPORT_FROM EnterpriseCourseEnrollment STORE_NAME EnterpriseCourseEnrollment POP_TOP LOAD_CONST 0 LOAD_CONST ('get_course_id_for_enrollment',) IMPORT_NAME integrated_channels.catalog_service_utils IMPORT_FROM get_course_id_for_enrollment STORE_NAME get_course_id_for_enrollment POP_TOP LOAD_CONST 0 LOAD_CONST ('Exporter',) IMPORT_NAME integrated_channels.integrated_channel.exporters IMPORT_FROM Exporter STORE_NAME Exporter POP_TOP LOAD_CONST 0 LOAD_CONST ('get_completion_summary', 'get_course_certificate', 'get_course_details', 'get_persistent_grade', 'get_single_user_grade') IMPORT_NAME integrated_channels.lms_utils IMPORT_FROM get_completion_summary STORE_NAME get_completion_summary IMPORT_FROM get_course_certificate STORE_NAME get_course_certificate IMPORT_FROM get_course_details STORE_NAME get_course_details IMPORT_FROM get_persistent_grade STORE_NAME get_persistent_grade IMPORT_FROM get_single_user_grade STORE_NAME get_single_user_grade POP_TOP LOAD_CONST 0 LOAD_CONST ('generate_formatted_log', 'is_already_transmitted', 'is_course_completed', 'parse_datetime_to_epoch_millis') IMPORT_NAME integrated_channels.utils IMPORT_FROM generate_formatted_log STORE_NAME generate_formatted_log IMPORT_FROM is_already_transmitted STORE_NAME is_already_transmitted IMPORT_FROM is_course_completed STORE_NAME is_course_completed IMPORT_FROM parse_datetime_to_epoch_millis STORE_NAME parse_datetime_to_epoch_millis POP_TOP LOAD_NAME getLogger LOAD_NAME __name__ CALL_FUNCTION STORE_NAME LOGGER LOAD_NAME auth LOAD_METHOD get_user_model CALL_METHOD STORE_NAME User LOAD_BUILD_CLASS LOAD_CONST <code object LearnerExporter at 0x7fab4299cc00, file "f.py", line 49> LOAD_CONST 'LearnerExporter' MAKE_FUNCTION LOAD_CONST 'LearnerExporter' LOAD_NAME ChannelSettingsMixin LOAD_NAME Exporter CALL_FUNCTION STORE_NAME LearnerExporter LOAD_BUILD_CLASS LOAD_CONST <code object LearnerExporterUtility at 0x7fab4299ca50, file "f.py", line 880> LOAD_CONST 'LearnerExporterUtility' MAKE_FUNCTION LOAD_CONST 'LearnerExporterUtility' CALL_FUNCTION STORE_NAME LearnerExporterUtility LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LearnerExporter' STORE_NAME __qualname__ LOAD_CONST '\n Base class for exporting learner completion data to integrated channels.\n ' STORE_NAME __doc__ LOAD_CONST 'Audit' STORE_NAME GRADE_AUDIT LOAD_CONST 'Pass' STORE_NAME GRADE_PASSING LOAD_CONST 'Fail' STORE_NAME GRADE_FAILING LOAD_CONST 'In Progress' STORE_NAME GRADE_INCOMPLETE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41f12e40, file "f.py", line 59> LOAD_CONST 'LearnerExporter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object grade_passing at 0x7fab701d7ed0, file "f.py", line 75> LOAD_CONST 'LearnerExporter.grade_passing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grade_passing LOAD_NAME property LOAD_CONST <code object grade_failing at 0x7fab701d7420, file "f.py", line 82> LOAD_CONST 'LearnerExporter.grade_failing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grade_failing LOAD_NAME property LOAD_CONST <code object grade_incomplete at 0x7fab701d7030, file "f.py", line 89> LOAD_CONST 'LearnerExporter.grade_incomplete' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grade_incomplete LOAD_NAME property LOAD_CONST <code object grade_audit at 0x7fab701d7780, file "f.py", line 96> LOAD_CONST 'LearnerExporter.grade_audit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grade_audit LOAD_CONST <code object bulk_assessment_level_export at 0x7fab701d70c0, file "f.py", line 103> LOAD_CONST 'LearnerExporter.bulk_assessment_level_export' MAKE_FUNCTION STORE_NAME bulk_assessment_level_export LOAD_CONST <code object single_assessment_level_export at 0x7fab701d7e40, file "f.py", line 140> LOAD_CONST 'LearnerExporter.single_assessment_level_export' MAKE_FUNCTION STORE_NAME single_assessment_level_export LOAD_NAME staticmethod LOAD_CONST <code object has_data_sharing_consent at 0x7fab701d7270, file "f.py", line 210> LOAD_CONST 'LearnerExporter.has_data_sharing_consent' MAKE_FUNCTION CALL_FUNCTION STORE_NAME has_data_sharing_consent LOAD_CONST <code object _determine_enrollments_permitted at 0x7fab701d79c0, file "f.py", line 225> LOAD_CONST 'LearnerExporter._determine_enrollments_permitted' MAKE_FUNCTION STORE_NAME _determine_enrollments_permitted LOAD_CONST <code object export_unique_courses at 0x7fab701d7d20, file "f.py", line 264> LOAD_CONST 'LearnerExporter.export_unique_courses' MAKE_FUNCTION STORE_NAME export_unique_courses LOAD_CONST (None,) LOAD_CONST <code object get_grades_summary at 0x7fab701d7390, file "f.py", line 283> LOAD_CONST 'LearnerExporter.get_grades_summary' MAKE_FUNCTION STORE_NAME get_grades_summary LOAD_CONST <code object get_incomplete_content_count at 0x7fab701d7540, file "f.py", line 370> LOAD_CONST 'LearnerExporter.get_incomplete_content_count' MAKE_FUNCTION STORE_NAME get_incomplete_content_count LOAD_CONST <code object export at 0x7fab00136b70, file "f.py", line 389> LOAD_CONST 'LearnerExporter.export' MAKE_FUNCTION STORE_NAME export LOAD_CONST <code object _filter_out_pre_transmitted_enrollments at 0x7fab00136420, file "f.py", line 505> LOAD_CONST 'LearnerExporter._filter_out_pre_transmitted_enrollments' MAKE_FUNCTION STORE_NAME _filter_out_pre_transmitted_enrollments LOAD_CONST <code object get_enrollments_to_process at 0x7fab00136d20, file "f.py", line 542> LOAD_CONST 'LearnerExporter.get_enrollments_to_process' MAKE_FUNCTION STORE_NAME get_enrollments_to_process LOAD_CONST <code object get_learner_assessment_data_records at 0x7fab00136660, file "f.py", line 576> LOAD_CONST 'LearnerExporter.get_learner_assessment_data_records' MAKE_FUNCTION STORE_NAME get_learner_assessment_data_records LOAD_CONST (None, None, False, None, None, None, None) LOAD_CONST <code object get_learner_data_records at 0x7fab4299c390, file "f.py", line 610> LOAD_CONST 'LearnerExporter.get_learner_data_records' MAKE_FUNCTION STORE_NAME get_learner_data_records LOAD_CONST <code object collect_certificate_data at 0x7fab4299c4b0, file "f.py", line 650> LOAD_CONST 'LearnerExporter.collect_certificate_data' MAKE_FUNCTION STORE_NAME collect_certificate_data LOAD_CONST <code object _collect_assessment_grades_data at 0x7fab4299c780, file "f.py", line 758> LOAD_CONST 'LearnerExporter._collect_assessment_grades_data' MAKE_FUNCTION STORE_NAME _collect_assessment_grades_data LOAD_CONST <code object collect_grades_data at 0x7fab4299cc90, file "f.py", line 809> LOAD_CONST 'LearnerExporter.collect_grades_data' MAKE_FUNCTION STORE_NAME collect_grades_data LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR grades_api LOAD_CONST None LOAD_FAST self STORE_ATTR certificates_api LOAD_CONST None LOAD_FAST self STORE_ATTR course_api LOAD_CONST None LOAD_FAST self STORE_ATTR course_enrollment_api LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST user LOAD_FAST enterprise_configuration CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR GRADE_PASSING RETURN_VALUE LOAD_FAST self LOAD_ATTR GRADE_FAILING RETURN_VALUE LOAD_FAST self LOAD_ATTR GRADE_INCOMPLETE RETURN_VALUE LOAD_FAST self LOAD_ATTR GRADE_AUDIT RETURN_VALUE LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR objects LOAD_METHOD select_related LOAD_CONST 'enterprise_customer_user' CALL_METHOD LOAD_ATTR filter LOAD_FAST self LOAD_ATTR enterprise_customer LOAD_CONST True LOAD_CONST ('enterprise_customer_user__enterprise_customer', 'enterprise_customer_user__active') CALL_FUNCTION LOAD_METHOD order_by LOAD_CONST 'course_id' CALL_METHOD STORE_FAST enrollment_queryset SETUP_LOOP to 94 LOAD_FAST enrollment_queryset GET_ITER FOR_ITER to 92 STORE_FAST enterprise_enrollment LOAD_GLOBAL LearnerExporter LOAD_METHOD has_data_sharing_consent LOAD_FAST enterprise_enrollment CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD _collect_assessment_grades_data LOAD_FAST enterprise_enrollment CALL_METHOD STORE_FAST assessment_grade_data LOAD_FAST self LOAD_ATTR get_learner_assessment_data_records LOAD_FAST enterprise_enrollment LOAD_FAST assessment_grade_data LOAD_CONST ('enterprise_enrollment', 'assessment_grade_data') CALL_FUNCTION STORE_FAST records LOAD_FAST records POP_JUMP_IF_FALSE LOAD_FAST records GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'learner_to_transmit' CALL_METHOD STORE_FAST lms_user_for_filter LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'TransmissionAudit' LOAD_CONST None CALL_METHOD STORE_FAST TransmissionAudit LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'course_run_id' LOAD_CONST None CALL_METHOD STORE_FAST course_run_id LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'grade' LOAD_CONST None CALL_METHOD STORE_FAST grade LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'subsection_id' CALL_METHOD STORE_FAST subsection_id LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR objects LOAD_METHOD select_related LOAD_CONST 'enterprise_customer_user' CALL_METHOD LOAD_ATTR filter LOAD_CONST True LOAD_FAST lms_user_for_filter LOAD_ATTR id LOAD_FAST course_run_id LOAD_CONST ('enterprise_customer_user__active', 'enterprise_customer_user__user_id', 'course_id') CALL_FUNCTION LOAD_METHOD order_by LOAD_CONST 'course_id' CALL_METHOD STORE_FAST enrollment_queryset LOAD_FAST enrollment_queryset LOAD_METHOD first CALL_METHOD STORE_FAST enterprise_enrollment LOAD_FAST enterprise_enrollment POP_JUMP_IF_TRUE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_METHOD channel_code CALL_METHOD LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR enterprise_customer LOAD_ATTR uuid LOAD_FAST lms_user_for_filter LOAD_FAST course_run_id LOAD_CONST 'Either qualifying enrollments not found for learner, or, enterprise_customer_user record is inactive. Skipping transmit assessment grades.' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_already_transmitted LOAD_FAST TransmissionAudit LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR id LOAD_FAST grade LOAD_FAST subsection_id LOAD_FAST self LOAD_ATTR INCLUDE_GRADE_FOR_COMPLETION_AUDIT_CHECK LOAD_CONST ('detect_grade_updated',) CALL_FUNCTION STORE_FAST already_transmitted LOAD_FAST TransmissionAudit POP_JUMP_IF_FALSE LOAD_FAST already_transmitted POP_JUMP_IF_TRUE LOAD_GLOBAL LearnerExporter LOAD_METHOD has_data_sharing_consent LOAD_FAST enterprise_enrollment CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _collect_assessment_grades_data LOAD_FAST enterprise_enrollment CALL_METHOD STORE_FAST assessment_grade_data LOAD_FAST self LOAD_ATTR get_learner_assessment_data_records LOAD_FAST enterprise_enrollment LOAD_FAST assessment_grade_data LOAD_CONST ('enterprise_enrollment', 'assessment_grade_data') CALL_FUNCTION STORE_FAST records LOAD_FAST records POP_JUMP_IF_FALSE LOAD_FAST records GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DataSharingConsent LOAD_ATTR objects LOAD_ATTR proxied_get LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR username LOAD_FAST enterprise_enrollment LOAD_ATTR course_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_CONST ('username', 'course_id', 'enterprise_customer') CALL_FUNCTION STORE_FAST consent LOAD_FAST consent LOAD_ATTR granted POP_JUMP_IF_FALSE LOAD_FAST enterprise_enrollment LOAD_ATTR audit_reporting_disabled POP_JUMP_IF_TRUE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD get_enrollments_to_process LOAD_FAST lms_user_for_filter LOAD_FAST course_run_id LOAD_FAST channel_name CALL_METHOD STORE_FAST enrollments_to_process LOAD_FAST TransmissionAudit POP_JUMP_IF_FALSE LOAD_FAST skip_transmitted POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _filter_out_pre_transmitted_enrollments LOAD_FAST enrollments_to_process LOAD_FAST channel_name LOAD_FAST grade LOAD_FAST TransmissionAudit CALL_METHOD STORE_FAST untransmitted_enrollments JUMP_FORWARD to 44 LOAD_FAST enrollments_to_process STORE_FAST untransmitted_enrollments LOAD_GLOBAL set CALL_FUNCTION STORE_FAST enrollments_permitted SETUP_LOOP to 92 LOAD_FAST untransmitted_enrollments GET_ITER FOR_ITER to 90 STORE_FAST enrollment LOAD_GLOBAL LearnerExporter LOAD_METHOD has_data_sharing_consent LOAD_FAST enrollment CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST enrollment LOAD_ATTR audit_reporting_disabled POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST enrollments_permitted LOAD_METHOD add LOAD_FAST enrollment CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enrollments_permitted RETURN_VALUE LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR objects LOAD_METHOD select_related LOAD_CONST 'enterprise_customer_user' CALL_METHOD LOAD_ATTR filter LOAD_FAST self LOAD_ATTR enterprise_customer LOAD_CONST True LOAD_CONST ('enterprise_customer_user__enterprise_customer', 'enterprise_customer_user__active') CALL_FUNCTION LOAD_METHOD order_by LOAD_CONST 'course_id' CALL_METHOD STORE_FAST enrollment_queryset LOAD_CONST <code object <setcomp> at 0x7fab701d76f0, file "f.py", line 278> LOAD_CONST 'LearnerExporter.export_unique_courses.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST enrollment_queryset GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 18 STORE_FAST enrollment LOAD_GLOBAL get_course_id_for_enrollment LOAD_FAST enrollment CALL_FUNCTION SET_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST enterprise_enrollment LOAD_ATTR is_audit_enrollment STORE_FAST is_audit_enrollment LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_ATTR uuid STORE_FAST enterprise_customer_uuid LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_FAST is_audit_enrollment POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD collect_grades_data LOAD_FAST enterprise_enrollment LOAD_FAST course_details LOAD_FAST channel_name CALL_METHOD UNPACK_SEQUENCE STORE_FAST completed_date_from_api STORE_FAST grade_from_api STORE_FAST is_passing_from_api STORE_FAST grade_percent STORE_FAST passed_timestamp LOAD_FAST incomplete_count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST completed_date_from_api LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'Setting completed_date to now() for audit course with all non-gated content done.' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL timezone LOAD_METHOD now CALL_METHOD STORE_FAST completed_date_from_api JUMP_FORWARD to 160 LOAD_FAST self LOAD_METHOD collect_certificate_data LOAD_FAST enterprise_enrollment LOAD_FAST channel_name CALL_METHOD UNPACK_SEQUENCE STORE_FAST completed_date_from_api STORE_FAST grade_from_api STORE_FAST is_passing_from_api STORE_FAST grade_percent STORE_FAST passed_timestamp LOAD_FAST completed_date_from_api LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD collect_grades_data LOAD_FAST enterprise_enrollment LOAD_FAST course_details LOAD_FAST channel_name CALL_METHOD UNPACK_SEQUENCE STORE_FAST completed_date_from_api STORE_FAST grade_from_api STORE_FAST is_passing_from_api STORE_FAST grade_percent STORE_FAST passed_timestamp SETUP_EXCEPT to 182 LOAD_FAST grade_percent LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL float LOAD_FAST grade_percent CALL_FUNCTION STORE_FAST grade_percent POP_BLOCK JUMP_FORWARD to 254 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 240 LOAD_GLOBAL LOGGER LOAD_METHOD error LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'Grade percent is not a valid float: ' LOAD_FAST grade_percent FORMAT_VALUE LOAD_CONST '. Failed with exc: ' LOAD_FAST exc FORMAT_VALUE BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST grade_percent POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 254 END_FINALLY LOAD_FAST completed_date_from_api LOAD_FAST grade_from_api LOAD_FAST is_passing_from_api LOAD_FAST grade_percent LOAD_FAST passed_timestamp BUILD_TUPLE RETURN_VALUE LOAD_CONST None STORE_FAST incomplete_count LOAD_FAST enterprise_enrollment LOAD_ATTR is_audit_enrollment STORE_FAST is_audit_enrollment LOAD_FAST is_audit_enrollment POP_JUMP_IF_TRUE LOAD_FAST incomplete_count RETURN_VALUE LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_GLOBAL User LOAD_ATTR objects LOAD_ATTR get LOAD_FAST lms_user_id LOAD_CONST ('pk',) CALL_FUNCTION STORE_FAST user LOAD_GLOBAL get_completion_summary LOAD_FAST course_id LOAD_FAST user CALL_FUNCTION STORE_FAST completion_summary LOAD_FAST completion_summary LOAD_METHOD get LOAD_CONST 'incomplete_count' CALL_METHOD STORE_FAST incomplete_count LOAD_FAST incomplete_count RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'app_label' CALL_METHOD STORE_FAST channel_name LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'learner_to_transmit' LOAD_CONST None CALL_METHOD STORE_FAST lms_user_for_filter LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'course_run_id' LOAD_CONST None CALL_METHOD STORE_FAST course_run_id LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'grade' LOAD_CONST None CALL_METHOD STORE_FAST grade LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'skip_transmitted' LOAD_CONST True CALL_METHOD STORE_FAST skip_transmitted LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'TransmissionAudit' LOAD_CONST None CALL_METHOD STORE_FAST TransmissionAudit LOAD_FAST self LOAD_METHOD _determine_enrollments_permitted LOAD_FAST lms_user_for_filter LOAD_FAST course_run_id LOAD_FAST channel_name LOAD_FAST skip_transmitted LOAD_FAST TransmissionAudit LOAD_FAST grade CALL_METHOD STORE_FAST enrollments_permitted LOAD_CONST <code object <listcomp> at 0x7fab701d7ae0, file "f.py", line 425> LOAD_CONST 'LearnerExporter.export.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST enrollments_permitted GET_ITER CALL_FUNCTION STORE_FAST enrollment_ids_to_export EXTENDED_ARG SETUP_LOOP to 392 LOAD_FAST enrollments_permitted GET_ITER EXTENDED_ARG FOR_ITER to 390 STORE_FAST enterprise_enrollment LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_email STORE_FAST user_email LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_ATTR uuid STORE_FAST enterprise_customer_uuid LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_GLOBAL LearnerExporterUtility LOAD_METHOD get_course_details_by_id LOAD_FAST course_id CALL_METHOD UNPACK_SEQUENCE STORE_FAST course_details STORE_FAST error_message LOAD_FAST course_details LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL LOGGER LOAD_METHOD error LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'get_course_details returned None for EnterpriseCourseEnrollment ' LOAD_FAST enterprise_enrollment LOAD_ATTR pk FORMAT_VALUE LOAD_CONST ', error_message: ' LOAD_FAST error_message FORMAT_VALUE BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD get_incomplete_content_count LOAD_FAST enterprise_enrollment CALL_METHOD STORE_FAST incomplete_count LOAD_FAST self LOAD_METHOD get_grades_summary LOAD_FAST course_details LOAD_FAST enterprise_enrollment LOAD_FAST channel_name LOAD_FAST incomplete_count CALL_METHOD UNPACK_SEQUENCE STORE_FAST completed_date_from_api STORE_FAST grade_from_api STORE_FAST is_passing_from_api STORE_FAST grade_percent STORE_FAST passed_timestamp LOAD_FAST completed_date_from_api EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST is_passing_from_api EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Passed' STORE_FAST progress_status JUMP_FORWARD to 268 LOAD_CONST 'Failed' STORE_FAST progress_status JUMP_FORWARD to 274 LOAD_CONST 'In Progress' STORE_FAST progress_status LOAD_GLOBAL is_course_completed LOAD_FAST enterprise_enrollment LOAD_FAST is_passing_from_api LOAD_FAST incomplete_count LOAD_FAST passed_timestamp CALL_FUNCTION STORE_FAST _is_course_completed LOAD_FAST self LOAD_ATTR get_learner_data_records LOAD_FAST enterprise_enrollment LOAD_FAST user_email LOAD_FAST completed_date_from_api LOAD_FAST grade_from_api LOAD_FAST course_details LOAD_ATTR display_name LOAD_FAST progress_status LOAD_FAST _is_course_completed LOAD_FAST grade_percent LOAD_CONST ('enterprise_enrollment', 'user_email', 'completed_date', 'grade', 'content_title', 'progress_status', 'course_completed', 'grade_percent') CALL_FUNCTION STORE_FAST records LOAD_FAST records POP_JUMP_IF_FALSE SETUP_LOOP to 388 LOAD_FAST records GET_ITER FOR_ITER to 386 STORE_FAST record SETUP_EXCEPT to 354 LOAD_FAST enrollment_ids_to_export LOAD_METHOD pop LOAD_FAST enrollment_ids_to_export LOAD_METHOD index LOAD_FAST enterprise_enrollment LOAD_ATTR id CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 376 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 376 END_FINALLY LOAD_FAST record YIELD_VALUE POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST enrollment LOAD_FAST enrollment LOAD_ATTR id LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST included_enrollments SETUP_LOOP to 118 LOAD_FAST enrollments_to_process GET_ITER FOR_ITER to 116 STORE_FAST enterprise_enrollment LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_ATTR uuid STORE_FAST enterprise_customer_uuid LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_FAST transmission_audit POP_JUMP_IF_FALSE LOAD_GLOBAL is_already_transmitted LOAD_FAST transmission_audit LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR id LOAD_FAST grade LOAD_FAST self LOAD_ATTR INCLUDE_GRADE_FOR_COMPLETION_AUDIT_CHECK LOAD_CONST ('detect_grade_updated',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'Skipping export of previously sent enterprise enrollment. EnterpriseCourseEnrollment: {enterprise_enrollment_id}' LOAD_ATTR format LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_CONST ('enterprise_enrollment_id',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST included_enrollments LOAD_METHOD add LOAD_FAST enterprise_enrollment CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST included_enrollments RETURN_VALUE LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR objects LOAD_METHOD select_related LOAD_CONST 'enterprise_customer_user' CALL_METHOD LOAD_ATTR filter LOAD_FAST self LOAD_ATTR enterprise_customer LOAD_CONST True LOAD_CONST ('enterprise_customer_user__enterprise_customer', 'enterprise_customer_user__active') CALL_FUNCTION STORE_FAST enrollment_queryset LOAD_FAST lms_user_for_filter POP_JUMP_IF_FALSE LOAD_FAST course_run_id POP_JUMP_IF_FALSE LOAD_FAST enrollment_queryset LOAD_ATTR filter LOAD_FAST course_run_id LOAD_FAST lms_user_for_filter LOAD_ATTR id LOAD_CONST ('course_id', 'enterprise_customer_user__user_id') CALL_FUNCTION STORE_FAST enrollment_queryset LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST self LOAD_ATTR enterprise_customer LOAD_ATTR uuid LOAD_FAST lms_user_for_filter LOAD_FAST course_run_id LOAD_CONST 'get_enrollments_to_process run for single learner and course.' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST enrollment_queryset LOAD_METHOD order_by LOAD_CONST 'course_id' CALL_METHOD STORE_FAST enrollment_queryset LOAD_GLOBAL list LOAD_FAST enrollment_queryset CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL apps LOAD_METHOD get_model LOAD_CONST 'integrated_channel' LOAD_CONST 'GenericLearnerDataTransmissionAudit' CALL_METHOD STORE_FAST TransmissionAudit BUILD_LIST STORE_FAST user_subsection_audits SETUP_LOOP to 104 LOAD_FAST assessment_grade_data LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 102 STORE_FAST subsection_data LOAD_FAST subsection_data LOAD_METHOD get LOAD_CONST 'grade' CALL_METHOD STORE_FAST subsection_percent_grade LOAD_FAST subsection_data LOAD_METHOD get LOAD_CONST 'subsection_id' CALL_METHOD STORE_FAST subsection_id LOAD_FAST subsection_percent_grade POP_JUMP_IF_FALSE LOAD_FAST subsection_id POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST user_subsection_audits LOAD_METHOD append LOAD_FAST TransmissionAudit LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR id LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR enterprise_customer LOAD_ATTR uuid LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_FAST enterprise_enrollment LOAD_ATTR course_id LOAD_FAST subsection_id LOAD_FAST subsection_percent_grade LOAD_CONST ('plugin_configuration_id', 'enterprise_customer_uuid', 'enterprise_course_enrollment_id', 'course_id', 'subsection_id', 'grade') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST user_subsection_audits RETURN_VALUE LOAD_GLOBAL apps LOAD_METHOD get_model LOAD_CONST 'integrated_channel' LOAD_CONST 'GenericLearnerDataTransmissionAudit' CALL_METHOD STORE_FAST TransmissionAudit LOAD_CONST None STORE_FAST completed_timestamp LOAD_FAST completed_date LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL parse_datetime_to_epoch_millis LOAD_FAST completed_date CALL_FUNCTION STORE_FAST completed_timestamp LOAD_GLOBAL get_course_id_for_enrollment LOAD_FAST enterprise_enrollment CALL_FUNCTION STORE_FAST course_id LOAD_FAST TransmissionAudit LOAD_ATTR objects LOAD_ATTR filter LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_FAST course_id LOAD_CONST ('enterprise_course_enrollment_id', 'course_id') CALL_FUNCTION LOAD_METHOD first CALL_METHOD STORE_FAST learner_transmission_record LOAD_FAST learner_transmission_record LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST TransmissionAudit LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR id LOAD_FAST self LOAD_ATTR enterprise_configuration LOAD_ATTR enterprise_customer LOAD_ATTR uuid LOAD_FAST enterprise_enrollment LOAD_ATTR id LOAD_FAST course_id LOAD_FAST course_completed LOAD_FAST completed_timestamp LOAD_FAST grade LOAD_FAST user_email LOAD_FAST content_title LOAD_FAST progress_status LOAD_CONST ('plugin_configuration_id', 'enterprise_customer_uuid', 'enterprise_course_enrollment_id', 'course_id', 'course_completed', 'completed_timestamp', 'grade', 'user_email', 'content_title', 'progress_status') CALL_FUNCTION STORE_FAST learner_transmission_record LOAD_FAST learner_transmission_record BUILD_LIST RETURN_VALUE LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_ATTR uuid STORE_FAST enterprise_customer_uuid LOAD_GLOBAL User LOAD_ATTR objects LOAD_ATTR get LOAD_FAST lms_user_id LOAD_CONST ('pk',) CALL_FUNCTION STORE_FAST user LOAD_CONST None STORE_FAST passed_timestamp LOAD_CONST None STORE_FAST completed_date LOAD_FAST self LOAD_ATTR grade_incomplete STORE_FAST grade LOAD_CONST False STORE_FAST is_passing LOAD_CONST None STORE_FAST percent_grade SETUP_EXCEPT to 76 LOAD_GLOBAL get_course_certificate LOAD_FAST course_id LOAD_FAST user CALL_FUNCTION STORE_FAST certificate POP_BLOCK JUMP_FORWARD to 130 DUP_TOP LOAD_GLOBAL InvalidKeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST certificate LOAD_GLOBAL LOGGER LOAD_METHOD error LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'get_course_certificate failed. Certificate fetch failed due to invalid course_id for EnterpriseCourseEnrollment: ' LOAD_FAST enterprise_enrollment FORMAT_VALUE LOAD_CONST '. Data export will continue without grade.' BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_FAST certificate POP_JUMP_IF_TRUE LOAD_FAST completed_date LOAD_FAST grade LOAD_FAST is_passing LOAD_FAST percent_grade LOAD_FAST passed_timestamp BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'get_course_certificate certificate=' LOAD_FAST certificate FORMAT_VALUE BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST certificate LOAD_METHOD get LOAD_CONST 'created' LOAD_CONST None CALL_METHOD STORE_FAST completed_date LOAD_FAST completed_date POP_JUMP_IF_TRUE LOAD_FAST certificate LOAD_METHOD get LOAD_CONST 'created_date' LOAD_CONST None CALL_METHOD STORE_FAST completed_date LOAD_FAST completed_date POP_JUMP_IF_FALSE LOAD_GLOBAL parse_datetime LOAD_GLOBAL str LOAD_FAST completed_date CALL_FUNCTION CALL_FUNCTION STORE_FAST completed_date LOAD_GLOBAL get_persistent_grade LOAD_FAST course_id LOAD_FAST user CALL_FUNCTION STORE_FAST persistent_grade LOAD_FAST persistent_grade LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST persistent_grade LOAD_ATTR passed_timestamp JUMP_FORWARD to 246 LOAD_CONST None STORE_FAST passed_timestamp LOAD_FAST completed_date EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST passed_timestamp EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'get_course_certificate misisng created/created_date, but there is a passed_timestamp so using that' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL datetime LOAD_ATTR fromtimestamp LOAD_FAST passed_timestamp LOAD_CONST 1000 BINARY_TRUE_DIVIDE LOAD_GLOBAL timezone LOAD_ATTR utc LOAD_CONST ('tz',) CALL_FUNCTION STORE_FAST completed_date JUMP_FORWARD to 352 LOAD_FAST completed_date EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST passed_timestamp EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL LOGGER LOAD_METHOD info LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'get_course_certificate misisng created/created_date, no passed_timestamp so defaulting to timezone.now(), certificate=' LOAD_FAST certificate FORMAT_VALUE BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL timezone LOAD_METHOD now CALL_METHOD STORE_FAST completed_date LOAD_FAST certificate LOAD_METHOD get LOAD_CONST 'is_passing' CALL_METHOD STORE_FAST is_passing LOAD_FAST certificate LOAD_METHOD get LOAD_CONST 'grade' CALL_METHOD STORE_FAST percent_grade LOAD_FAST is_passing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grade_passing JUMP_FORWARD to 388 LOAD_FAST self LOAD_ATTR grade_failing STORE_FAST grade LOAD_FAST completed_date LOAD_FAST grade LOAD_FAST is_passing LOAD_FAST percent_grade LOAD_FAST passed_timestamp BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR grades_api LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL GradesApiClient LOAD_FAST self LOAD_ATTR user CALL_FUNCTION LOAD_FAST self STORE_ATTR grades_api LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user LOAD_ATTR username STORE_FAST username SETUP_EXCEPT to 58 LOAD_FAST self LOAD_ATTR grades_api LOAD_METHOD get_course_assessment_grades LOAD_FAST course_id LOAD_FAST username CALL_METHOD STORE_FAST assessment_grades_data POP_BLOCK JUMP_FORWARD to 118 DUP_TOP LOAD_GLOBAL HTTPError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 104 LOAD_FAST err LOAD_ATTR response POP_JUMP_IF_FALSE LOAD_FAST err LOAD_ATTR response LOAD_ATTR status_code LOAD_CONST 404 COMPARE_OP == POP_JUMP_IF_FALSE BUILD_MAP RETURN_VALUE LOAD_FAST err RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 118 END_FINALLY BUILD_MAP STORE_FAST assessment_grades SETUP_LOOP to 212 LOAD_FAST assessment_grades_data GET_ITER FOR_ITER to 210 STORE_FAST grade LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'attempted' CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'category' CALL_METHOD LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'percent' CALL_METHOD LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'label' CALL_METHOD LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'score_earned' CALL_METHOD LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'score_possible' CALL_METHOD LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'module_id' CALL_METHOD LOAD_CONST ('grade_category', 'grade', 'assessment_label', 'grade_point_score', 'grade_points_possible', 'subsection_id') BUILD_CONST_KEY_MAP LOAD_FAST assessment_grades LOAD_FAST grade LOAD_METHOD get LOAD_CONST 'subsection_name' CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST assessment_grades RETURN_VALUE LOAD_FAST enterprise_enrollment LOAD_ATTR course_id STORE_FAST course_id LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id STORE_FAST lms_user_id LOAD_GLOBAL User LOAD_ATTR objects LOAD_ATTR get LOAD_FAST lms_user_id LOAD_CONST ('pk',) CALL_FUNCTION STORE_FAST user LOAD_FAST enterprise_enrollment LOAD_ATTR enterprise_customer_user LOAD_ATTR enterprise_customer LOAD_ATTR uuid STORE_FAST enterprise_customer_uuid LOAD_GLOBAL get_single_user_grade LOAD_FAST course_id LOAD_FAST user CALL_FUNCTION STORE_FAST grades_data LOAD_FAST grades_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL LOGGER LOAD_METHOD warning LOAD_GLOBAL generate_formatted_log LOAD_FAST channel_name LOAD_FAST enterprise_customer_uuid LOAD_FAST lms_user_id LOAD_FAST course_id LOAD_CONST 'No grade found for EnterpriseCourseEnrollment: ' LOAD_FAST enterprise_enrollment FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None LOAD_GLOBAL LearnerExporter LOAD_ATTR GRADE_INCOMPLETE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL get_persistent_grade LOAD_FAST course_id LOAD_FAST user CALL_FUNCTION STORE_FAST persistent_grade LOAD_FAST persistent_grade LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST persistent_grade LOAD_ATTR passed_timestamp JUMP_FORWARD to 128 LOAD_CONST None STORE_FAST passed_timestamp LOAD_FAST course_details LOAD_ATTR end STORE_FAST course_end_date LOAD_GLOBAL timezone LOAD_METHOD now CALL_METHOD STORE_FAST now LOAD_FAST grades_data LOAD_ATTR passed STORE_FAST is_passing LOAD_FAST course_end_date LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST course_end_date LOAD_FAST now COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST course_end_date STORE_FAST completed_date LOAD_FAST is_passing POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grade_passing JUMP_FORWARD to 184 LOAD_FAST self LOAD_ATTR grade_failing STORE_FAST grade LOAD_FAST enterprise_enrollment LOAD_ATTR is_audit_enrollment POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grade_audit JUMP_FORWARD to 200 LOAD_FAST grade STORE_FAST grade JUMP_FORWARD to 230 LOAD_FAST is_passing POP_JUMP_IF_FALSE LOAD_FAST now STORE_FAST completed_date LOAD_FAST self LOAD_ATTR grade_passing STORE_FAST grade JUMP_FORWARD to 230 LOAD_CONST None STORE_FAST completed_date LOAD_FAST self LOAD_ATTR grade_incomplete STORE_FAST grade LOAD_FAST grades_data LOAD_ATTR percent STORE_FAST percent_grade LOAD_FAST completed_date LOAD_FAST grade LOAD_FAST is_passing LOAD_FAST percent_grade LOAD_FAST passed_timestamp BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LearnerExporterUtility' STORE_NAME __qualname__ LOAD_CONST 'Utility class namespace for accessing Django objects in a common way.' STORE_NAME __doc__ LOAD_NAME staticmethod LOAD_CONST <code object lms_user_id_for_ent_course_enrollment_id at 0x7fab4299c5d0, file "f.py", line 883> LOAD_CONST 'LearnerExporterUtility.lms_user_id_for_ent_course_enrollment_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lms_user_id_for_ent_course_enrollment_id LOAD_NAME staticmethod LOAD_CONST <code object get_course_details_by_id at 0x7fab4299c6f0, file "f.py", line 894> LOAD_CONST 'LearnerExporterUtility.get_course_details_by_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_course_details_by_id LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 20 LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR objects LOAD_ATTR get LOAD_FAST enterprise_course_enrollment_id LOAD_CONST ('id',) CALL_FUNCTION LOAD_ATTR enterprise_customer_user LOAD_ATTR user_id RETURN_VALUE DUP_TOP LOAD_GLOBAL EnterpriseCourseEnrollment LOAD_ATTR DoesNotExist COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST course_details LOAD_CONST None STORE_FAST error_message SETUP_EXCEPT to 22 LOAD_GLOBAL get_course_details LOAD_FAST course_id CALL_FUNCTION STORE_FAST course_details POP_BLOCK JUMP_FORWARD to 58 DUP_TOP LOAD_GLOBAL InvalidKeyError LOAD_GLOBAL CourseOverview LOAD_ATTR DoesNotExist BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'get_course_details failed for course_id ' LOAD_FAST course_id FORMAT_VALUE BUILD_STRING STORE_FAST error_message POP_EXCEPT JUMP_FORWARD to 58 END_FINALLY LOAD_FAST course_details LOAD_FAST error_message BUILD_TUPLE RETURN_VALUE
""" Assist integrated channels with retrieving learner completion data. Module contains resources for integrated pipelines to retrieve all the grade and completion data for enrollments belonging to a particular enterprise customer. """ from datetime import datetime from logging import getLogger from opaque_keys import InvalidKeyError from requests.exceptions import HTTPError from django.apps import apps from django.contrib import auth from django.utils import timezone from django.utils.dateparse import parse_datetime from integrated_channels.integrated_channel.channel_settings import ChannelSettingsMixin try: from openedx.core.djangoapps.content.course_overviews.models import CourseOverview except ImportError: CourseOverview = None from consent.models import DataSharingConsent from enterprise.api_client.lms import GradesApiClient from enterprise.models import EnterpriseCourseEnrollment from integrated_channels.catalog_service_utils import get_course_id_for_enrollment from integrated_channels.integrated_channel.exporters import Exporter from integrated_channels.lms_utils import ( get_completion_summary, get_course_certificate, get_course_details, get_persistent_grade, get_single_user_grade, ) from integrated_channels.utils import ( generate_formatted_log, is_already_transmitted, is_course_completed, parse_datetime_to_epoch_millis, ) LOGGER = getLogger(__name__) User = auth.get_user_model() class LearnerExporter(ChannelSettingsMixin, Exporter): """ Base class for exporting learner completion data to integrated channels. """ GRADE_AUDIT = "Audit" GRADE_PASSING = "Pass" GRADE_FAILING = "Fail" GRADE_INCOMPLETE = "In Progress" def __init__(self, user, enterprise_configuration): """ Store the data needed to export the learner data to the integrated channel. Arguments: * ``user``: User instance with access to the Grades API for the Enterprise Customer's courses. * ``enterprise_configuration``: EnterpriseCustomerPluginConfiguration instance for the current channel. """ self.grades_api = None self.certificates_api = None self.course_api = None self.course_enrollment_api = None super().__init__(user, enterprise_configuration) @property def grade_passing(self): """ Returns the string used for a passing grade. """ return self.GRADE_PASSING @property def grade_failing(self): """ Returns the string used for a failing grade. """ return self.GRADE_FAILING @property def grade_incomplete(self): """ Returns the string used for an incomplete course grade. """ return self.GRADE_INCOMPLETE @property def grade_audit(self): """ Returns the string used for an audit course grade. """ return self.GRADE_AUDIT def bulk_assessment_level_export(self): """ Collect assessment level learner data for the ``EnterpriseCustomer`` where data sharing consent is granted. Yields a ``LearnerDataTransmissionAudit`` for each subsection in a course under an enrollment, containing: * ``enterprise_course_enrollment_id``: The id reference to the ``EnterpriseCourseEnrollment`` object. * ``course_id``: The string ID of the course under the enterprise enrollment. * ``subsection_id``: The string ID of the subsection within the course. * ``grade``: string grade recorded for the learner in the course. """ enrollment_queryset = ( EnterpriseCourseEnrollment.objects.select_related( "enterprise_customer_user" ) .filter( enterprise_customer_user__enterprise_customer=self.enterprise_customer, enterprise_customer_user__active=True, ) .order_by("course_id") ) for enterprise_enrollment in enrollment_queryset: if not LearnerExporter.has_data_sharing_consent(enterprise_enrollment): continue assessment_grade_data = self._collect_assessment_grades_data( enterprise_enrollment ) records = self.get_learner_assessment_data_records( enterprise_enrollment=enterprise_enrollment, assessment_grade_data=assessment_grade_data, ) if records: yield from records def single_assessment_level_export(self, **kwargs): """ Collect an assessment level learner data for the ``EnterpriseCustomer`` where data sharing consent is granted. Yields a ``LearnerDataTransmissionAudit`` for each subsection of the course that the learner is enrolled in, containing: * ``enterprise_course_enrollment_id``: The id reference to the ``EnterpriseCourseEnrollment`` object. * ``course_id``: The string ID of the course under the enterprise enrollment. * ``subsection_id``: The string ID of the subsection within the course. * ``grade``: string grade recorded for the learner in the course. * ``learner_to_transmit``: REQUIRED User object, representing the learner whose data is being exported. """ lms_user_for_filter = kwargs.get("learner_to_transmit") TransmissionAudit = kwargs.get("TransmissionAudit", None) course_run_id = kwargs.get("course_run_id", None) grade = kwargs.get("grade", None) subsection_id = kwargs.get("subsection_id") enrollment_queryset = ( EnterpriseCourseEnrollment.objects.select_related( "enterprise_customer_user" ) .filter( enterprise_customer_user__active=True, enterprise_customer_user__user_id=lms_user_for_filter.id, course_id=course_run_id, ) .order_by("course_id") ) enterprise_enrollment = enrollment_queryset.first() if not enterprise_enrollment: LOGGER.info( generate_formatted_log( self.enterprise_configuration.channel_code(), self.enterprise_configuration.enterprise_customer.uuid, lms_user_for_filter, course_run_id, "Either qualifying enrollments not found for learner, or, " "enterprise_customer_user record is inactive. Skipping transmit assessment grades.", ) ) return already_transmitted = is_already_transmitted( TransmissionAudit, enterprise_enrollment.id, self.enterprise_configuration.id, grade, subsection_id, detect_grade_updated=self.INCLUDE_GRADE_FOR_COMPLETION_AUDIT_CHECK, ) if not ( TransmissionAudit and already_transmitted ) and LearnerExporter.has_data_sharing_consent(enterprise_enrollment): assessment_grade_data = self._collect_assessment_grades_data( enterprise_enrollment ) records = self.get_learner_assessment_data_records( enterprise_enrollment=enterprise_enrollment, assessment_grade_data=assessment_grade_data, ) if records: yield from records @staticmethod def has_data_sharing_consent(enterprise_enrollment): """ Helper method to determine whether an enrollment has data sharing consent or not. """ consent = DataSharingConsent.objects.proxied_get( username=enterprise_enrollment.enterprise_customer_user.username, course_id=enterprise_enrollment.course_id, enterprise_customer=enterprise_enrollment.enterprise_customer_user.enterprise_customer, ) if consent.granted and not enterprise_enrollment.audit_reporting_disabled: return True return False def _determine_enrollments_permitted( self, lms_user_for_filter, course_run_id, channel_name, skip_transmitted, TransmissionAudit, grade, ): """ Determines which enrollments can be safely transmitted after checking * enrollments that are already transmitted * enrollments that are permitted to be transmitted by selecting enrollments for which: * - data sharing consent is granted * - audit_reporting is enabled (via enterprise level switch) """ enrollments_to_process = self.get_enrollments_to_process( lms_user_for_filter, course_run_id, channel_name, ) if TransmissionAudit and skip_transmitted: untransmitted_enrollments = self._filter_out_pre_transmitted_enrollments( enrollments_to_process, channel_name, grade, TransmissionAudit ) else: untransmitted_enrollments = enrollments_to_process enrollments_permitted = set() for enrollment in untransmitted_enrollments: if ( not LearnerExporter.has_data_sharing_consent(enrollment) or enrollment.audit_reporting_disabled ): continue enrollments_permitted.add(enrollment) return enrollments_permitted def export_unique_courses(self): """ Retrieve and export all unique course ID's from an enterprise customer's learner enrollments. """ enrollment_queryset = ( EnterpriseCourseEnrollment.objects.select_related( "enterprise_customer_user" ) .filter( enterprise_customer_user__enterprise_customer=self.enterprise_customer, enterprise_customer_user__active=True, ) .order_by("course_id") ) return { get_course_id_for_enrollment(enrollment) for enrollment in enrollment_queryset } def get_grades_summary( self, course_details, enterprise_enrollment, channel_name, incomplete_count=None, ): """ Fetch grades info using either certificate api, or grades api. Note: This logic is going to be refactored, so that audit enrollments are treated separately - For audit enrollments, currently will fetch using grades api, - For non audit, it still calls grades api if pacing !=instructor otherwise calls certificate api This pacing logic needs cleanup for a more accurate piece of logic since pacing should not be relevant Returns: tuple with values: completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp """ is_audit_enrollment = enterprise_enrollment.is_audit_enrollment lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id enterprise_customer_uuid = ( enterprise_enrollment.enterprise_customer_user.enterprise_customer.uuid ) course_id = enterprise_enrollment.course_id if is_audit_enrollment: ( completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp, ) = self.collect_grades_data( enterprise_enrollment, course_details, channel_name ) if incomplete_count == 0 and completed_date_from_api is None: LOGGER.info( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, "Setting completed_date to now() for audit course with all non-gated content done.", ) ) completed_date_from_api = timezone.now() else: ( completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp, ) = self.collect_certificate_data(enterprise_enrollment, channel_name) if completed_date_from_api is None: ( completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp, ) = self.collect_grades_data( enterprise_enrollment, course_details, channel_name ) try: if grade_percent is not None: grade_percent = float(grade_percent) except ValueError as exc: LOGGER.error( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, f"Grade percent is not a valid float: {grade_percent}. Failed with exc: {exc}", ) ) grade_percent = None return ( completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp, ) def get_incomplete_content_count(self, enterprise_enrollment): """ Fetch incomplete content count using completion blocks LMS api Will return None for non audit enrollment (but this does not have to be the case necessarily) """ incomplete_count = None is_audit_enrollment = enterprise_enrollment.is_audit_enrollment if not is_audit_enrollment: return incomplete_count lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id course_id = enterprise_enrollment.course_id user = User.objects.get(pk=lms_user_id) completion_summary = get_completion_summary(course_id, user) incomplete_count = completion_summary.get("incomplete_count") return incomplete_count def export(self, **kwargs): """ Collect learner data for the ``EnterpriseCustomer`` where data sharing consent is granted. If BOTH learner_to_transmit and course_run_id are present, collected data returned is narrowed to that learner and course. If either param is absent or None, ALL data will be collected. Yields a learner data object for each enrollment, containing: * ``enterprise_enrollment``: ``EnterpriseCourseEnrollment`` object. * ``user_email``: PII User/learner email string * ``content_title``: Course title string * ``completed_date``: datetime instance containing the course/enrollment completion date; None if not complete. "Course completion" occurs for instructor-paced courses when course certificates are issued, and for self-paced courses, when the course end date is passed, or when the learner achieves a passing grade. Currently unused as it gets overridden from the grader data. * ``grade``: string grade recorded for the learner in the course. * ``learner_to_transmit``: OPTIONAL User, filters exported data * ``course_run_id``: OPTIONAL Course key string, filters exported data """ channel_name = kwargs.get("app_label") lms_user_for_filter = kwargs.get("learner_to_transmit", None) course_run_id = kwargs.get("course_run_id", None) grade = kwargs.get("grade", None) skip_transmitted = kwargs.get("skip_transmitted", True) TransmissionAudit = kwargs.get("TransmissionAudit", None) enrollments_permitted = self._determine_enrollments_permitted( lms_user_for_filter, course_run_id, channel_name, skip_transmitted, TransmissionAudit, grade, ) enrollment_ids_to_export = [ enrollment.id for enrollment in enrollments_permitted ] for enterprise_enrollment in enrollments_permitted: lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id user_email = enterprise_enrollment.enterprise_customer_user.user_email enterprise_customer_uuid = ( enterprise_enrollment.enterprise_customer_user.enterprise_customer.uuid ) course_id = enterprise_enrollment.course_id ( course_details, error_message, ) = LearnerExporterUtility.get_course_details_by_id(course_id) if course_details is None: LOGGER.error( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, f"get_course_details returned None for EnterpriseCourseEnrollment {enterprise_enrollment.pk}" f", error_message: {error_message}", ) ) continue incomplete_count = self.get_incomplete_content_count(enterprise_enrollment) ( completed_date_from_api, grade_from_api, is_passing_from_api, grade_percent, passed_timestamp, ) = self.get_grades_summary( course_details, enterprise_enrollment, channel_name, incomplete_count, ) if completed_date_from_api: if is_passing_from_api: progress_status = "Passed" else: progress_status = "Failed" else: progress_status = "In Progress" _is_course_completed = is_course_completed( enterprise_enrollment, is_passing_from_api, incomplete_count, passed_timestamp, ) records = self.get_learner_data_records( enterprise_enrollment=enterprise_enrollment, user_email=user_email, completed_date=completed_date_from_api, grade=grade_from_api, content_title=course_details.display_name, progress_status=progress_status, course_completed=_is_course_completed, grade_percent=grade_percent, ) if records: for record in records: try: enrollment_ids_to_export.pop( enrollment_ids_to_export.index(enterprise_enrollment.id) ) except ValueError: pass yield record def _filter_out_pre_transmitted_enrollments( self, enrollments_to_process, channel_name, grade, transmission_audit ): """ Given an enrollments_to_process, returns only enrollments that are not already transmitted """ included_enrollments = set() for enterprise_enrollment in enrollments_to_process: lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id enterprise_customer_uuid = ( enterprise_enrollment.enterprise_customer_user.enterprise_customer.uuid ) course_id = enterprise_enrollment.course_id if transmission_audit and is_already_transmitted( transmission_audit, enterprise_enrollment.id, self.enterprise_configuration.id, grade, detect_grade_updated=self.INCLUDE_GRADE_FOR_COMPLETION_AUDIT_CHECK, ): LOGGER.info( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, "Skipping export of previously sent enterprise enrollment. " "EnterpriseCourseEnrollment: {enterprise_enrollment_id}".format( enterprise_enrollment_id=enterprise_enrollment.id ), ) ) continue included_enrollments.add(enterprise_enrollment) return included_enrollments def get_enrollments_to_process( self, lms_user_for_filter, course_run_id, channel_name ): """ Fetches list of EnterpriseCourseEnrollments ordered by course_id. List is filtered by learner and course_run_id if both are provided lms_user_for_filter: If None, data for ALL courses and learners will be returned course_run_id: If None, data for ALL courses and learners will be returned """ enrollment_queryset = EnterpriseCourseEnrollment.objects.select_related( "enterprise_customer_user" ).filter( enterprise_customer_user__enterprise_customer=self.enterprise_customer, enterprise_customer_user__active=True, ) if lms_user_for_filter and course_run_id: enrollment_queryset = enrollment_queryset.filter( course_id=course_run_id, enterprise_customer_user__user_id=lms_user_for_filter.id, ) LOGGER.info( generate_formatted_log( channel_name, self.enterprise_customer.uuid, lms_user_for_filter, course_run_id, "get_enrollments_to_process run for single learner and course.", ) ) enrollment_queryset = enrollment_queryset.order_by("course_id") return list(enrollment_queryset) def get_learner_assessment_data_records( self, enterprise_enrollment, assessment_grade_data ): """ Generate a learner assessment data transmission audit with fields properly filled in. Returns a list of LearnerDataTransmissionAudit objects. enterprise_enrollment: the ``EnterpriseCourseEnrollment`` object we are getting a learner's data for. assessment_grade_data: A dict with keys corresponding to different edX course subsections. See _collect_assessment_grades_data for the formatted data returned as the value for a given key. """ TransmissionAudit = apps.get_model( "integrated_channel", "GenericLearnerDataTransmissionAudit" ) user_subsection_audits = [] for subsection_data in assessment_grade_data.values(): subsection_percent_grade = subsection_data.get("grade") subsection_id = subsection_data.get("subsection_id") if not subsection_percent_grade or not subsection_id: continue user_subsection_audits.append( TransmissionAudit( plugin_configuration_id=self.enterprise_configuration.id, enterprise_customer_uuid=self.enterprise_configuration.enterprise_customer.uuid, enterprise_course_enrollment_id=enterprise_enrollment.id, course_id=enterprise_enrollment.course_id, subsection_id=subsection_id, grade=subsection_percent_grade, ) ) return user_subsection_audits def get_learner_data_records( self, enterprise_enrollment, completed_date=None, grade=None, course_completed=False, grade_percent=None, content_title=None, user_email=None, progress_status=None, ): # pylint: disable=unused-argument """ Generate a learner data transmission audit with fields properly filled in. """ TransmissionAudit = apps.get_model( "integrated_channel", "GenericLearnerDataTransmissionAudit" ) completed_timestamp = None if completed_date is not None: completed_timestamp = parse_datetime_to_epoch_millis(completed_date) course_id = get_course_id_for_enrollment(enterprise_enrollment) learner_transmission_record = TransmissionAudit.objects.filter( enterprise_course_enrollment_id=enterprise_enrollment.id, course_id=course_id, ).first() if learner_transmission_record is None: learner_transmission_record = TransmissionAudit( plugin_configuration_id=self.enterprise_configuration.id, enterprise_customer_uuid=self.enterprise_configuration.enterprise_customer.uuid, enterprise_course_enrollment_id=enterprise_enrollment.id, course_id=course_id, course_completed=course_completed, completed_timestamp=completed_timestamp, grade=grade, user_email=user_email, content_title=content_title, progress_status=progress_status, ) return [learner_transmission_record] def collect_certificate_data(self, enterprise_enrollment, channel_name): """ Collect the learner completion data from the course certificate. Used for Instructor-paced courses. If no certificate is found, then returns the completed_date = None, grade = In Progress, on the idea that a certificate will eventually be generated. Args: enterprise_enrollment (EnterpriseCourseEnrollment): the enterprise enrollment record for which we need to collect completion/grade data, channel_name: labeled for relevant integrated channel this is being called for to enhance logging. Returns: completed_date: Date the course was completed, this is None if course has not been completed. grade: Current grade in the course. percent_grade: The current percent grade in the course. is_passing: Boolean indicating if the grade is a passing grade or not. passed_timestamp: Timestamp when learner obtained passing grade. """ course_id = enterprise_enrollment.course_id lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id enterprise_customer_uuid = ( enterprise_enrollment.enterprise_customer_user.enterprise_customer.uuid ) user = User.objects.get(pk=lms_user_id) passed_timestamp = None completed_date = None grade = self.grade_incomplete is_passing = False percent_grade = None try: certificate = get_course_certificate(course_id, user) except InvalidKeyError: certificate = None LOGGER.error( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, "get_course_certificate failed. Certificate fetch failed due to invalid course_id for" f" EnterpriseCourseEnrollment: {enterprise_enrollment}. Data export will continue without grade.", ) ) if not certificate: return completed_date, grade, is_passing, percent_grade, passed_timestamp LOGGER.info( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, f"get_course_certificate certificate={certificate}", ) ) completed_date = certificate.get("created", None) if not completed_date: completed_date = certificate.get("created_date", None) if completed_date: completed_date = parse_datetime(str(completed_date)) persistent_grade = get_persistent_grade(course_id, user) passed_timestamp = ( persistent_grade.passed_timestamp if persistent_grade is not None else None ) if (not completed_date) and passed_timestamp: LOGGER.info( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, "get_course_certificate misisng created/created_date, " "but there is a passed_timestamp so using that", ) ) completed_date = datetime.fromtimestamp( (passed_timestamp / 1000), tz=timezone.utc ) elif not completed_date and not passed_timestamp: LOGGER.info( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, "get_course_certificate misisng created/created_date, " "no passed_timestamp so defaulting to timezone.now(), " f"certificate={certificate}", ) ) completed_date = timezone.now() is_passing = certificate.get("is_passing") percent_grade = certificate.get("grade") grade = self.grade_passing if is_passing else self.grade_failing return completed_date, grade, is_passing, percent_grade, passed_timestamp def _collect_assessment_grades_data(self, enterprise_enrollment): """ Collect a learner's assessment level grade data using an enterprise enrollment, from the Grades API. Args: enterprise_enrollment (EnterpriseCourseEnrollment): the enterprise enrollment record for which we need to collect subsection grades data Returns: Dict: { [subsection name]: { 'grade_category': category, 'grade': percent grade, 'assessment_label': label, 'grade_point_score': points earned on the assignment, 'grade_points_possible': max possible points on the assignment, 'subsection_id': subsection module ID } ... } """ if self.grades_api is None: self.grades_api = GradesApiClient(self.user) course_id = enterprise_enrollment.course_id username = enterprise_enrollment.enterprise_customer_user.user.username try: assessment_grades_data = self.grades_api.get_course_assessment_grades( course_id, username ) except HTTPError as err: if err.response and err.response.status_code == 404: return {} raise err assessment_grades = {} for grade in assessment_grades_data: if not grade.get("attempted"): continue assessment_grades[grade.get("subsection_name")] = { "grade_category": grade.get("category"), "grade": grade.get("percent"), "assessment_label": grade.get("label"), "grade_point_score": grade.get("score_earned"), "grade_points_possible": grade.get("score_possible"), "subsection_id": grade.get("module_id"), } return assessment_grades def collect_grades_data(self, enterprise_enrollment, course_details, channel_name): """ Collect the learner completion data from the Grades API. Used for self-paced courses. Args: enterprise_enrollment (EnterpriseCourseEnrollment): the enterprise enrollment record for which we need to collect completion/grade data course_details (CourseOverview): the course details for the course in the enterprise enrollment record. channel_name: Integrated channel name for improved logging. Returns: completed_date: Date the course was completed, None if course has not been completed. grade: Current grade in the course. is_passing: Boolean indicating if the grade is a passing grade or not. percent_grade: a number between 0 and 100 passed_timestamp: Timestamp when learner obtained passing grade. """ course_id = enterprise_enrollment.course_id lms_user_id = enterprise_enrollment.enterprise_customer_user.user_id user = User.objects.get(pk=lms_user_id) enterprise_customer_uuid = ( enterprise_enrollment.enterprise_customer_user.enterprise_customer.uuid ) grades_data = get_single_user_grade(course_id, user) if grades_data is None: LOGGER.warning( generate_formatted_log( channel_name, enterprise_customer_uuid, lms_user_id, course_id, f"No grade found for " f"EnterpriseCourseEnrollment: {enterprise_enrollment}.", ) ) return None, LearnerExporter.GRADE_INCOMPLETE, None, None, None persistent_grade = get_persistent_grade(course_id, user) passed_timestamp = ( persistent_grade.passed_timestamp if persistent_grade is not None else None ) course_end_date = course_details.end now = timezone.now() is_passing = grades_data.passed if course_end_date is not None and course_end_date < now: completed_date = course_end_date grade = self.grade_passing if is_passing else self.grade_failing grade = ( self.grade_audit if enterprise_enrollment.is_audit_enrollment else grade ) elif is_passing: completed_date = now grade = self.grade_passing else: completed_date = None grade = self.grade_incomplete percent_grade = grades_data.percent return completed_date, grade, is_passing, percent_grade, passed_timestamp class LearnerExporterUtility: """Utility class namespace for accessing Django objects in a common way.""" @staticmethod def lms_user_id_for_ent_course_enrollment_id(enterprise_course_enrollment_id): """Returns the ID of the LMS User for the EnterpriseCourseEnrollment id passed in or None if EnterpriseCourseEnrollment not found""" try: return EnterpriseCourseEnrollment.objects.get( id=enterprise_course_enrollment_id ).enterprise_customer_user.user_id except EnterpriseCourseEnrollment.DoesNotExist: return None @staticmethod def get_course_details_by_id(course_id): """ Convenience method to fetch course details or None (if not found) """ course_details = None error_message = None try: course_details = get_course_details(course_id) except (InvalidKeyError, CourseOverview.DoesNotExist): error_message = f"get_course_details failed for course_id {course_id}" return course_details, error_message
data/edx-enterprise-4.12.1/integrated_channels/integrated_channel/exporters/learner_data.py
10,205
9,048
91,563
LOAD_CONST '\nTests for docutils.transforms.references.Hyperlinks.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_NAME unittest LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME sys LOAD_ATTR path LOAD_METHOD insert LOAD_CONST 0 LOAD_NAME str LOAD_NAME Path LOAD_NAME __file__ CALL_FUNCTION LOAD_METHOD resolve CALL_METHOD LOAD_ATTR parents LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('get_default_settings',) IMPORT_NAME docutils.frontend IMPORT_FROM get_default_settings STORE_NAME get_default_settings POP_TOP LOAD_CONST 0 LOAD_CONST ('Parser',) IMPORT_NAME docutils.parsers.rst IMPORT_FROM Parser STORE_NAME Parser POP_TOP LOAD_CONST 0 LOAD_CONST ('PropagateTargets', 'AnonymousHyperlinks', 'IndirectHyperlinks', 'ExternalTargets', 'InternalTargets', 'DanglingReferences') IMPORT_NAME docutils.transforms.references IMPORT_FROM PropagateTargets STORE_NAME PropagateTargets IMPORT_FROM AnonymousHyperlinks STORE_NAME AnonymousHyperlinks IMPORT_FROM IndirectHyperlinks STORE_NAME IndirectHyperlinks IMPORT_FROM ExternalTargets STORE_NAME ExternalTargets IMPORT_FROM InternalTargets STORE_NAME InternalTargets IMPORT_FROM DanglingReferences STORE_NAME DanglingReferences POP_TOP LOAD_CONST 0 LOAD_CONST ('TestMessages',) IMPORT_NAME docutils.transforms.universal IMPORT_FROM TestMessages STORE_NAME TestMessages POP_TOP LOAD_CONST 0 LOAD_CONST ('new_document',) IMPORT_NAME docutils.utils IMPORT_FROM new_document STORE_NAME new_document POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TransformTestCase at 0x7fab42312660, file "f.py", line 26> LOAD_CONST 'TransformTestCase' MAKE_FUNCTION LOAD_CONST 'TransformTestCase' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME TransformTestCase BUILD_MAP STORE_NAME totest LOAD_NAME PropagateTargets LOAD_NAME AnonymousHyperlinks LOAD_NAME IndirectHyperlinks LOAD_NAME ExternalTargets LOAD_NAME InternalTargets LOAD_NAME DanglingReferences BUILD_TUPLE LOAD_CONST 'direct_ external\n\n.. _direct: http://direct\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <reference name="direct" refuri="http://direct">\n direct\n external\n <target ids="direct" names="direct" refuri="http://direct">\n' BUILD_LIST LOAD_CONST 'indirect_ external\n\n.. _indirect: xtarget_\n.. _xtarget: http://indirect\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <reference name="indirect" refuri="http://indirect">\n indirect\n external\n <target ids="indirect" names="indirect" refuri="http://indirect">\n <target ids="xtarget" names="xtarget" refuri="http://indirect">\n' BUILD_LIST LOAD_CONST '.. _direct:\n\ndirect_ internal\n' LOAD_CONST '<document source="test data">\n <target refid="direct">\n <paragraph ids="direct" names="direct">\n <reference name="direct" refid="direct">\n direct\n internal\n' BUILD_LIST LOAD_CONST '.. _ztarget:\n\nindirect_ internal\n\n.. _indirect2: ztarget_\n.. _indirect: indirect2_\n' LOAD_CONST '<document source="test data">\n <target refid="ztarget">\n <paragraph ids="ztarget" names="ztarget">\n <reference name="indirect" refid="ztarget">\n indirect\n internal\n <target ids="indirect2" names="indirect2" refid="ztarget">\n <target ids="indirect" names="indirect" refid="ztarget">\n' BUILD_LIST LOAD_CONST 'Implicit\n--------\n\nindirect_ internal\n\n.. _indirect: implicit_\n' LOAD_CONST '<document source="test data">\n <section ids="implicit" names="implicit">\n <title>\n Implicit\n <paragraph>\n <reference name="indirect" refid="implicit">\n indirect\n internal\n <target ids="indirect" names="indirect" refid="implicit">\n' BUILD_LIST LOAD_CONST 'Implicit\n--------\n\n`multiply-indirect`_ internal\n\n.. _multiply-indirect: indirect_\n.. _indirect: implicit_\n' LOAD_CONST '<document source="test data">\n <section ids="implicit" names="implicit">\n <title>\n Implicit\n <paragraph>\n <reference name="multiply-indirect" refid="implicit">\n multiply-indirect\n internal\n <target ids="multiply-indirect" names="multiply-indirect" refid="implicit">\n <target ids="indirect" names="indirect" refid="implicit">\n' BUILD_LIST LOAD_CONST 'circular_ indirect reference\n\n.. _circular: indirect_\n.. _indirect: circular_\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <problematic ids="problematic-1" refid="system-message-1">\n circular_\n indirect reference\n <target ids="circular" names="circular" refid="circular">\n <problematic ids="problematic-2 indirect" names="indirect" refid="system-message-1">\n .. _indirect: circular_\n <system_message backrefs="problematic-1 problematic-2" ids="system-message-1" level="3" line="3" source="test data" type="ERROR">\n <paragraph>\n Indirect hyperlink target "circular" (id="circular") refers to target "indirect", forming a circular reference.\n' BUILD_LIST LOAD_CONST 'Implicit\n--------\n\nDuplicate implicit targets.\n\nImplicit\n--------\n\nindirect_ internal\n\n.. _indirect: implicit_\n\nDirect internal reference: Implicit_\n' LOAD_CONST '<document source="test data">\n <section dupnames="implicit" ids="implicit">\n <title>\n Implicit\n <paragraph>\n Duplicate implicit targets.\n <section dupnames="implicit" ids="implicit-1">\n <title>\n Implicit\n <system_message backrefs="implicit-1" level="1" line="7" source="test data" type="INFO">\n <paragraph>\n Duplicate implicit target name: "implicit".\n <paragraph>\n <problematic ids="problematic-1" refid="system-message-1">\n indirect_\n internal\n <target ids="indirect" names="indirect" refname="implicit">\n <paragraph>\n Direct internal reference: \n <problematic ids="problematic-2" refid="system-message-2">\n Implicit_\n <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="11" source="test data" type="ERROR">\n <paragraph>\n Indirect hyperlink target "indirect" (id="indirect") refers to target "implicit", which is a duplicate, and cannot be used as a unique reference.\n <system_message backrefs="problematic-2" ids="system-message-2" level="3" line="13" source="test data" type="ERROR">\n <paragraph>\n Duplicate target name, cannot be used as a unique reference: "implicit".\n' BUILD_LIST LOAD_CONST '`direct external`__\n\n__ http://direct\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <reference anonymous="1" name="direct external" refuri="http://direct">\n direct external\n <target anonymous="1" ids="target-1" refuri="http://direct">\n' BUILD_LIST LOAD_CONST '`indirect external`__\n\n__ xtarget_\n.. _xtarget: http://indirect\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <reference anonymous="1" name="indirect external" refuri="http://indirect">\n indirect external\n <target anonymous="1" ids="target-1" refuri="http://indirect">\n <target ids="xtarget" names="xtarget" refuri="http://indirect">\n' BUILD_LIST LOAD_CONST '__\n\n`direct internal`__\n' LOAD_CONST '<document source="test data">\n <target anonymous="1" refid="target-1">\n <paragraph ids="target-1">\n <reference anonymous="1" name="direct internal" refid="target-1">\n direct internal\n' BUILD_LIST LOAD_CONST '.. _ztarget:\n\n`indirect internal`__\n\n__ ztarget_\n' LOAD_CONST '<document source="test data">\n <target refid="ztarget">\n <paragraph ids="ztarget" names="ztarget">\n <reference anonymous="1" name="indirect internal" refid="ztarget">\n indirect internal\n <target anonymous="1" ids="target-1" refid="ztarget">\n' BUILD_LIST LOAD_CONST '.. _ztarget:\n\nFirst\n\n.. _ztarget:\n\nSecond\n\n`indirect internal`__\n\n__ ztarget_\n' LOAD_CONST '<document source="test data">\n <target dupnames="ztarget" refid="ztarget">\n <paragraph ids="ztarget">\n First\n <system_message backrefs="ztarget-1" level="2" line="5" source="test data" type="WARNING">\n <paragraph>\n Duplicate explicit target name: "ztarget".\n <target dupnames="ztarget" refid="ztarget-1">\n <paragraph ids="ztarget-1">\n Second\n <paragraph>\n <problematic ids="problematic-1" refid="system-message-1">\n `indirect internal`__\n <target anonymous="1" ids="target-1" refname="ztarget">\n <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="11" source="test data" type="ERROR">\n <paragraph>\n Indirect hyperlink target (id="target-1") refers to target "ztarget", which is a duplicate, and cannot be used as a unique reference.\n' BUILD_LIST LOAD_CONST 'The next anonymous hyperlink reference is parsed (and discarded) at\nsome point, but nonetheless anonymous hyperlink references and targets\nmatch in this snippet.\n\n.. |invalid| replace:: anonymous__\n\nhyperlink__\n\n__ URL\n' LOAD_CONST '<document source="test data">\n <paragraph>\n The next anonymous hyperlink reference is parsed (and discarded) at\n some point, but nonetheless anonymous hyperlink references and targets\n match in this snippet.\n <system_message level="3" line="5" source="test data" type="ERROR">\n <paragraph>\n Substitution definition contains illegal element <reference>:\n <literal_block xml:space="preserve">\n <reference anonymous="1" name="anonymous">\n anonymous\n <literal_block xml:space="preserve">\n .. |invalid| replace:: anonymous__\n <paragraph>\n <reference anonymous="1" name="hyperlink" refuri="URL">\n hyperlink\n <target anonymous="1" ids="target-1" refuri="URL">\n' BUILD_LIST LOAD_CONST 'An `embedded uri <http://direct>`_.\n\nAnother reference to the same `embedded URI`_.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An \n <reference name="embedded uri" refuri="http://direct">\n embedded uri\n <target ids="embedded-uri" names="embedded\\ uri" refuri="http://direct">\n .\n <paragraph>\n Another reference to the same \n <reference name="embedded URI" refuri="http://direct">\n embedded URI\n .\n' BUILD_LIST LOAD_CONST 'An `anonymous embedded uri <http://direct>`__.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An \n <reference name="anonymous embedded uri" refuri="http://direct">\n anonymous embedded uri\n .\n' BUILD_LIST LOAD_CONST 'An `embedded alias <alias_>`_.\n\nAnother reference to the same `embedded alias`_.\n\n.. _alias: ham.py\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An \n <reference name="embedded alias" refuri="ham.py">\n embedded alias\n <target names="embedded\\ alias" refuri="ham.py">\n .\n <paragraph>\n Another reference to the same \n <reference name="embedded alias" refuri="ham.py">\n embedded alias\n .\n <target ids="alias" names="alias" refuri="ham.py">\n' BUILD_LIST LOAD_CONST 'An `anonymous embedded alias <redirect_>`__.\n\n.. _redirect: spam.py\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An \n <reference name="anonymous embedded alias" refuri="spam.py">\n anonymous embedded alias\n .\n <target ids="redirect" names="redirect" refuri="spam.py">\n' BUILD_LIST LOAD_CONST 'An `embedded alias <alias_>`_ with unknown reference.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An \n <problematic ids="problematic-1" refid="system-message-2">\n `embedded alias <alias_>`_\n <target names="embedded\\ alias" refname="alias">\n with unknown reference.\n <system_message ids="system-message-1" level="3" line="1" source="test data" type="ERROR">\n <paragraph>\n Indirect hyperlink target "embedded alias" refers to target "alias", which does not exist.\n <system_message backrefs="problematic-1" ids="system-message-2" level="3" line="1" source="test data" type="ERROR">\n <paragraph>\n Unknown target name: "alias".\n <system_message level="1" line="1" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "embedded alias" is not referenced.\n' BUILD_LIST LOAD_CONST 'An embedded URI with trailing underline:\n`__init__ <http:example.py.html#__init__>`__.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n An embedded URI with trailing underline:\n <reference name="__init__" refuri="http:example.py.html#__init__">\n __init__\n .\n' BUILD_LIST LOAD_CONST 'Hyperlinks with angle-bracketed text need escaping.\n\nSee `Element \\<a>`_, `Element <b\\>`_, and `Element <c>\\ `_.\n\n.. _`Element <a>`:\n.. _`Element <b>`:\n.. _`Element <c>`: elements.txt\n' LOAD_CONST '<document source="test data">\n <paragraph>\n Hyperlinks with angle-bracketed text need escaping.\n <paragraph>\n See \n <reference name="Element <a>" refuri="elements.txt">\n Element <a>\n , \n <reference name="Element <b>" refuri="elements.txt">\n Element <b>\n , and \n <reference name="Element <c>" refuri="elements.txt">\n Element <c>\n .\n <target refid="element-a">\n <target refid="element-b">\n <target ids="element-c element-b element-a" names="element\\ <c> element\\ <b> element\\ <a>" refuri="elements.txt">\n' BUILD_LIST LOAD_CONST '.. _target:\n\n.. [1] Footnote; target_\n' LOAD_CONST '<document source="test data">\n <target ids="target" names="target">\n <footnote ids="footnote-1" names="1">\n <label>\n 1\n <paragraph>\n Footnote; \n <reference name="target" refid="target">\n target\n' BUILD_LIST LOAD_CONST '.. _target:\n\n.. [cit] Citation; target_\n' LOAD_CONST '<document source="test data">\n <target ids="target" names="target">\n <citation ids="cit" names="cit">\n <label>\n cit\n <paragraph>\n Citation; \n <reference name="target" refid="target">\n target\n' BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_NAME totest LOAD_CONST 'exhaustive_hyperlinks' STORE_SUBSCR LOAD_NAME PropagateTargets LOAD_NAME AnonymousHyperlinks LOAD_NAME IndirectHyperlinks LOAD_NAME ExternalTargets LOAD_NAME InternalTargets LOAD_NAME DanglingReferences BUILD_TUPLE LOAD_CONST '.. _internal hyperlink:\n\nThis paragraph referenced.\n\nBy this `internal hyperlink`_ reference.\n' LOAD_CONST '<document source="test data">\n <target refid="internal-hyperlink">\n <paragraph ids="internal-hyperlink" names="internal\\ hyperlink">\n This paragraph referenced.\n <paragraph>\n By this \n <reference name="internal hyperlink" refid="internal-hyperlink">\n internal hyperlink\n reference.\n' BUILD_LIST LOAD_CONST '.. _chained:\n.. _internal hyperlink:\n\nThis paragraph referenced.\n\nBy this `internal hyperlink`_ reference\nas well as by this chained_ reference.\n\nThe results of the transform are not visible at the XML level.\n' LOAD_CONST '<document source="test data">\n <target refid="chained">\n <target refid="internal-hyperlink">\n <paragraph ids="internal-hyperlink chained" names="internal\\ hyperlink chained">\n This paragraph referenced.\n <paragraph>\n By this \n <reference name="internal hyperlink" refid="internal-hyperlink">\n internal hyperlink\n reference\n as well as by this \n <reference name="chained" refid="chained">\n chained\n reference.\n <paragraph>\n The results of the transform are not visible at the XML level.\n' BUILD_LIST LOAD_CONST '.. _chained:\n__ http://anonymous\n\nAnonymous__ and chained_ both refer to the same URI.\n' LOAD_CONST '<document source="test data">\n <target refid="chained">\n <target anonymous="1" ids="target-1 chained" names="chained" refuri="http://anonymous">\n <paragraph>\n <reference anonymous="1" name="Anonymous" refuri="http://anonymous">\n Anonymous\n and \n <reference name="chained" refuri="http://anonymous">\n chained\n both refer to the same URI.\n' BUILD_LIST LOAD_CONST '.. _a:\n.. _b:\n\nx\n' LOAD_CONST '<document source="test data">\n <target refid="a">\n <target refid="b">\n <paragraph ids="b a" names="b a">\n x\n <system_message level="1" line="1" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "a" is not referenced.\n <system_message level="1" line="2" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "b" is not referenced.\n' BUILD_LIST LOAD_CONST '.. _a:\n.. _b:\n\na_\n' LOAD_CONST '<document source="test data">\n <target refid="a">\n <target refid="b">\n <paragraph ids="b a" names="b a">\n <reference name="a" refid="a">\n a\n <system_message level="1" line="2" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "b" is not referenced.\n' BUILD_LIST LOAD_CONST '.. _a:\n.. _b:\n\nb_\n' LOAD_CONST '<document source="test data">\n <target refid="a">\n <target refid="b">\n <paragraph ids="b a" names="b a">\n <reference name="b" refid="b">\n b\n <system_message level="1" line="1" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "a" is not referenced.\n' BUILD_LIST LOAD_CONST '.. _a:\n.. _b:\n\na_\\ b_\n' LOAD_CONST '<document source="test data">\n <target refid="a">\n <target refid="b">\n <paragraph ids="b a" names="b a">\n <reference name="a" refid="a">\n a\n <reference name="b" refid="b">\n b\n' BUILD_LIST LOAD_CONST '.. _external hyperlink: http://uri\n\n`External hyperlink`_ reference.\n' LOAD_CONST '<document source="test data">\n <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri">\n <paragraph>\n <reference name="External hyperlink" refuri="http://uri">\n External hyperlink\n reference.\n' BUILD_LIST LOAD_CONST '.. _external hyperlink: http://uri\n.. _indirect target: `external hyperlink`_\n' LOAD_CONST '<document source="test data">\n <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri">\n <target ids="indirect-target" names="indirect\\ target" refuri="http://uri">\n <system_message level="1" line="2" source="test data" type="INFO">\n <paragraph>\n Hyperlink target "indirect target" is not referenced.\n' BUILD_LIST LOAD_CONST '.. _chained:\n.. _external hyperlink: http://uri\n\n`External hyperlink`_ reference\nand a chained_ reference too.\n' LOAD_CONST '<document source="test data">\n <target refid="chained">\n <target ids="external-hyperlink chained" names="external\\ hyperlink chained" refuri="http://uri">\n <paragraph>\n <reference name="External hyperlink" refuri="http://uri">\n External hyperlink\n reference\n and a \n <reference name="chained" refuri="http://uri">\n chained\n reference too.\n' BUILD_LIST LOAD_CONST '.. _external hyperlink: http://uri\n.. _indirect hyperlink: `external hyperlink`_\n\n`Indirect hyperlink`_ reference.\n' LOAD_CONST '<document source="test data">\n <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri">\n <target ids="indirect-hyperlink" names="indirect\\ hyperlink" refuri="http://uri">\n <paragraph>\n <reference name="Indirect hyperlink" refuri="http://uri">\n Indirect hyperlink\n reference.\n' BUILD_LIST LOAD_CONST '.. _external hyperlink: http://uri\n.. _chained:\n.. _indirect hyperlink: `external hyperlink`_\n\nChained_ `indirect hyperlink`_ reference.\n' LOAD_CONST '<document source="test data">\n <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri">\n <target refuri="http://uri">\n <target ids="indirect-hyperlink chained" names="indirect\\ hyperlink chained" refuri="http://uri">\n <paragraph>\n <reference name="Chained" refuri="http://uri">\n Chained\n \n <reference name="indirect hyperlink" refuri="http://uri">\n indirect hyperlink\n reference.\n' BUILD_LIST LOAD_CONST '.. __: http://full\n__\n__ http://simplified\n.. _external: http://indirect.external\n__ external_\n__\n\n`Full syntax anonymous external hyperlink reference`__,\n`chained anonymous external reference`__,\n`simplified syntax anonymous external hyperlink reference`__,\n`indirect anonymous hyperlink reference`__,\n`internal anonymous hyperlink reference`__.\n' LOAD_CONST '<document source="test data">\n <target anonymous="1" ids="target-1" refuri="http://full">\n <target anonymous="1" refid="target-2">\n <target anonymous="1" ids="target-3 target-2" refuri="http://simplified">\n <target ids="external" names="external" refuri="http://indirect.external">\n <target anonymous="1" ids="target-4" refuri="http://indirect.external">\n <target anonymous="1" refid="target-5">\n <paragraph ids="target-5">\n <reference anonymous="1" name="Full syntax anonymous external hyperlink reference" refuri="http://full">\n Full syntax anonymous external hyperlink reference\n ,\n <reference anonymous="1" name="chained anonymous external reference" refuri="http://simplified">\n chained anonymous external reference\n ,\n <reference anonymous="1" name="simplified syntax anonymous external hyperlink reference" refuri="http://simplified">\n simplified syntax anonymous external hyperlink reference\n ,\n <reference anonymous="1" name="indirect anonymous hyperlink reference" refuri="http://indirect.external">\n indirect anonymous hyperlink reference\n ,\n <reference anonymous="1" name="internal anonymous hyperlink reference" refid="target-5">\n internal anonymous hyperlink reference\n .\n' BUILD_LIST LOAD_CONST "Duplicate external target_'s (different URIs):\n\n.. _target: first\n\n.. _target: second\n" LOAD_CONST '<document source="test data">\n <paragraph>\n Duplicate external \n <problematic ids="problematic-1" refid="system-message-1">\n target_\n \'s (different URIs):\n <target dupnames="target" ids="target" refuri="first">\n <system_message backrefs="target-1" level="2" line="5" source="test data" type="WARNING">\n <paragraph>\n Duplicate explicit target name: "target".\n <target dupnames="target" ids="target-1" refuri="second">\n <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR">\n <paragraph>\n Duplicate target name, cannot be used as a unique reference: "target".\n' BUILD_LIST LOAD_CONST 'Duplicate external targets (different URIs) without reference:\n\n.. _target: first\n\n.. _target: second\n' LOAD_CONST '<document source="test data">\n <paragraph>\n Duplicate external targets (different URIs) without reference:\n <target dupnames="target" ids="target" refuri="first">\n <system_message backrefs="target-1" level="2" line="5" source="test data" type="WARNING">\n <paragraph>\n Duplicate explicit target name: "target".\n <target dupnames="target" ids="target-1" refuri="second">\n' BUILD_LIST LOAD_CONST 'Several__ anonymous__ hyperlinks__, but not enough targets.\n\n__ http://example.org\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <problematic ids="problematic-1" refid="system-message-1">\n Several__\n \n <problematic ids="problematic-2" refid="system-message-1">\n anonymous__\n \n <problematic ids="problematic-3" refid="system-message-1">\n hyperlinks__\n , but not enough targets.\n <target anonymous="1" ids="target-1" refuri="http://example.org">\n <system_message backrefs="problematic-1 problematic-2 problematic-3" ids="system-message-1" level="3" source="test data" type="ERROR">\n <paragraph>\n Anonymous hyperlink mismatch: 3 references but 1 targets.\n See "backrefs" attribute for IDs.\n' BUILD_LIST LOAD_CONST '.. _external: http://uri\n.. _indirect: external_\n.. _internal:\n\n.. image:: picture.png\n :target: external_\n\n.. image:: picture.png\n :target: indirect_\n\n.. image:: picture.png\n :target: internal_\n' LOAD_CONST '<document source="test data">\n <target ids="external" names="external" refuri="http://uri">\n <target ids="indirect" names="indirect" refuri="http://uri">\n <target refid="internal">\n <reference ids="internal" name="external" names="internal" refuri="http://uri">\n <image uri="picture.png">\n <reference name="indirect" refuri="http://uri">\n <image uri="picture.png">\n <reference name="internal" refid="internal">\n <image uri="picture.png">\n' BUILD_LIST LOAD_CONST '.. contents:: Table of Contents\n.. _indirect reference to the table of contents: `table of contents`_\n\nSection\n=======\n\nTesting an `indirect reference to the table of contents`_.\n' LOAD_CONST '<document source="test data">\n <topic classes="contents" ids="table-of-contents" names="table\\ of\\ contents">\n <title>\n Table of Contents\n <bullet_list>\n <list_item>\n <paragraph>\n <reference ids="toc-entry-1" refid="section">\n Section\n <target ids="indirect-reference-to-the-table-of-contents" names="indirect\\ reference\\ to\\ the\\ table\\ of\\ contents" refid="table-of-contents">\n <section ids="section" names="section">\n <title refid="toc-entry-1">\n Section\n <paragraph>\n Testing an \n <reference name="indirect reference to the table of contents" refid="table-of-contents">\n indirect reference to the table of contents\n .\n' BUILD_LIST LOAD_CONST ".. _explicit target:\n\nTitle\n-----\n\nLet's reference it (`explicit target`_) to avoid an irrelevant error.\n" LOAD_CONST '<document source="test data">\n <target refid="explicit-target">\n <section ids="title explicit-target" names="title explicit\\ target">\n <title>\n Title\n <paragraph>\n Let\'s reference it (\n <reference name="explicit target" refid="explicit-target">\n explicit target\n ) to avoid an irrelevant error.\n' BUILD_LIST LOAD_CONST 'target1_ should refer to target2_, not the Title.\n\n.. _target1:\n.. _target2: URI\n\nTitle\n=====\n' LOAD_CONST '<document source="test data">\n <paragraph>\n <reference name="target1" refuri="URI">\n target1\n should refer to \n <reference name="target2" refuri="URI">\n target2\n , not the Title.\n <target refid="target1">\n <target ids="target2 target1" names="target2 target1" refuri="URI">\n <section ids="title" names="title">\n <title>\n Title\n' BUILD_LIST LOAD_CONST 'Unknown reference_.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n Unknown \n <problematic ids="problematic-1" refid="system-message-1">\n reference_\n .\n <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR">\n <paragraph>\n Unknown target name: "reference".\n' BUILD_LIST LOAD_CONST 'Duplicate manual footnote labels, with reference ([1]_):\n\n.. [1] Footnote.\n\n.. [1] Footnote.\n' LOAD_CONST '<document source="test data">\n <paragraph>\n Duplicate manual footnote labels, with reference (\n <problematic ids="footnote-reference-1" refid="system-message-1">\n [1]_\n ):\n <footnote dupnames="1" ids="footnote-1">\n <label>\n 1\n <paragraph>\n Footnote.\n <footnote dupnames="1" ids="footnote-2">\n <label>\n 1\n <system_message backrefs="footnote-2" level="2" line="5" source="test data" type="WARNING">\n <paragraph>\n Duplicate explicit target name: "1".\n <paragraph>\n Footnote.\n <system_message backrefs="footnote-reference-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR">\n <paragraph>\n Duplicate target name, cannot be used as a unique reference: "1".\n' BUILD_LIST BUILD_LIST BUILD_TUPLE LOAD_NAME totest LOAD_CONST 'hyperlinks' STORE_SUBSCR LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME unittest LOAD_METHOD main CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TransformTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_transforms at 0x7fab42312810, file "f.py", line 27> LOAD_CONST 'TransformTestCase.test_transforms' MAKE_FUNCTION STORE_NAME test_transforms LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Parser CALL_FUNCTION STORE_FAST parser LOAD_GLOBAL get_default_settings LOAD_GLOBAL Parser CALL_FUNCTION STORE_FAST settings LOAD_CONST '' LOAD_FAST settings STORE_ATTR warning_stream SETUP_LOOP to 190 LOAD_GLOBAL totest LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 188 UNPACK_SEQUENCE STORE_FAST name UNPACK_SEQUENCE STORE_FAST transforms STORE_FAST cases SETUP_LOOP to 186 LOAD_GLOBAL enumerate LOAD_FAST cases CALL_FUNCTION GET_ITER FOR_ITER to 184 UNPACK_SEQUENCE STORE_FAST casenum UNPACK_SEQUENCE STORE_FAST case_input STORE_FAST case_expected LOAD_FAST self LOAD_ATTR subTest LOAD_CONST 'totest[' LOAD_FAST name FORMAT_VALUE repr LOAD_CONST '][' LOAD_FAST casenum FORMAT_VALUE LOAD_CONST ']' BUILD_STRING LOAD_CONST ('id',) CALL_FUNCTION SETUP_WITH to 176 POP_TOP LOAD_GLOBAL new_document LOAD_CONST 'test data' LOAD_FAST settings LOAD_METHOD copy CALL_METHOD CALL_FUNCTION STORE_FAST document LOAD_FAST parser LOAD_METHOD parse LOAD_FAST case_input LOAD_FAST document CALL_METHOD POP_TOP LOAD_FAST document LOAD_ATTR transformer LOAD_METHOD add_transforms LOAD_FAST transforms CALL_METHOD POP_TOP LOAD_FAST document LOAD_ATTR transformer LOAD_METHOD add_transform LOAD_GLOBAL TestMessages CALL_METHOD POP_TOP LOAD_FAST document LOAD_ATTR transformer LOAD_METHOD apply_transforms CALL_METHOD POP_TOP LOAD_FAST document LOAD_METHOD pformat CALL_METHOD STORE_FAST output LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST output LOAD_FAST case_expected CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE
""" Tests for docutils.transforms.references.Hyperlinks. """ from pathlib import Path import sys import unittest if __name__ == "__main__": sys.path.insert(0, str(Path(__file__).resolve().parents[2])) from docutils.frontend import get_default_settings from docutils.parsers.rst import Parser from docutils.transforms.references import ( PropagateTargets, AnonymousHyperlinks, IndirectHyperlinks, ExternalTargets, InternalTargets, DanglingReferences, ) from docutils.transforms.universal import TestMessages from docutils.utils import new_document class TransformTestCase(unittest.TestCase): def test_transforms(self): parser = Parser() settings = get_default_settings(Parser) settings.warning_stream = "" for name, (transforms, cases) in totest.items(): for casenum, (case_input, case_expected) in enumerate(cases): with self.subTest(id=f"totest[{name!r}][{casenum}]"): document = new_document("test data", settings.copy()) parser.parse(case_input, document) document.transformer.add_transforms(transforms) document.transformer.add_transform(TestMessages) document.transformer.apply_transforms() output = document.pformat() self.assertEqual(output, case_expected) totest = {} totest["exhaustive_hyperlinks"] = ( ( PropagateTargets, AnonymousHyperlinks, IndirectHyperlinks, ExternalTargets, InternalTargets, DanglingReferences, ), [ [ """\ direct_ external .. _direct: http://direct """, """\ <document source="test data"> <paragraph> <reference name="direct" refuri="http://direct"> direct external <target ids="direct" names="direct" refuri="http://direct"> """, ], [ """\ indirect_ external .. _indirect: xtarget_ .. _xtarget: http://indirect """, """\ <document source="test data"> <paragraph> <reference name="indirect" refuri="http://indirect"> indirect external <target ids="indirect" names="indirect" refuri="http://indirect"> <target ids="xtarget" names="xtarget" refuri="http://indirect"> """, ], [ """\ .. _direct: direct_ internal """, """\ <document source="test data"> <target refid="direct"> <paragraph ids="direct" names="direct"> <reference name="direct" refid="direct"> direct internal """, ], [ """\ .. _ztarget: indirect_ internal .. _indirect2: ztarget_ .. _indirect: indirect2_ """, """\ <document source="test data"> <target refid="ztarget"> <paragraph ids="ztarget" names="ztarget"> <reference name="indirect" refid="ztarget"> indirect internal <target ids="indirect2" names="indirect2" refid="ztarget"> <target ids="indirect" names="indirect" refid="ztarget"> """, ], [ """\ Implicit -------- indirect_ internal .. _indirect: implicit_ """, """\ <document source="test data"> <section ids="implicit" names="implicit"> <title> Implicit <paragraph> <reference name="indirect" refid="implicit"> indirect internal <target ids="indirect" names="indirect" refid="implicit"> """, ], [ """\ Implicit -------- `multiply-indirect`_ internal .. _multiply-indirect: indirect_ .. _indirect: implicit_ """, """\ <document source="test data"> <section ids="implicit" names="implicit"> <title> Implicit <paragraph> <reference name="multiply-indirect" refid="implicit"> multiply-indirect internal <target ids="multiply-indirect" names="multiply-indirect" refid="implicit"> <target ids="indirect" names="indirect" refid="implicit"> """, ], [ """\ circular_ indirect reference .. _circular: indirect_ .. _indirect: circular_ """, """\ <document source="test data"> <paragraph> <problematic ids="problematic-1" refid="system-message-1"> circular_ indirect reference <target ids="circular" names="circular" refid="circular"> <problematic ids="problematic-2 indirect" names="indirect" refid="system-message-1"> .. _indirect: circular_ <system_message backrefs="problematic-1 problematic-2" ids="system-message-1" level="3" line="3" source="test data" type="ERROR"> <paragraph> Indirect hyperlink target "circular" (id="circular") refers to target "indirect", forming a circular reference. """, ], [ """\ Implicit -------- Duplicate implicit targets. Implicit -------- indirect_ internal .. _indirect: implicit_ Direct internal reference: Implicit_ """, """\ <document source="test data"> <section dupnames="implicit" ids="implicit"> <title> Implicit <paragraph> Duplicate implicit targets. <section dupnames="implicit" ids="implicit-1"> <title> Implicit <system_message backrefs="implicit-1" level="1" line="7" source="test data" type="INFO"> <paragraph> Duplicate implicit target name: "implicit". <paragraph> <problematic ids="problematic-1" refid="system-message-1"> indirect_ internal <target ids="indirect" names="indirect" refname="implicit"> <paragraph> Direct internal reference: \n\ <problematic ids="problematic-2" refid="system-message-2"> Implicit_ <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="11" source="test data" type="ERROR"> <paragraph> Indirect hyperlink target "indirect" (id="indirect") refers to target "implicit", which is a duplicate, and cannot be used as a unique reference. <system_message backrefs="problematic-2" ids="system-message-2" level="3" line="13" source="test data" type="ERROR"> <paragraph> Duplicate target name, cannot be used as a unique reference: "implicit". """, ], [ """\ `direct external`__ __ http://direct """, """\ <document source="test data"> <paragraph> <reference anonymous="1" name="direct external" refuri="http://direct"> direct external <target anonymous="1" ids="target-1" refuri="http://direct"> """, ], [ """\ `indirect external`__ __ xtarget_ .. _xtarget: http://indirect """, """\ <document source="test data"> <paragraph> <reference anonymous="1" name="indirect external" refuri="http://indirect"> indirect external <target anonymous="1" ids="target-1" refuri="http://indirect"> <target ids="xtarget" names="xtarget" refuri="http://indirect"> """, ], [ """\ __ `direct internal`__ """, """\ <document source="test data"> <target anonymous="1" refid="target-1"> <paragraph ids="target-1"> <reference anonymous="1" name="direct internal" refid="target-1"> direct internal """, ], [ """\ .. _ztarget: `indirect internal`__ __ ztarget_ """, """\ <document source="test data"> <target refid="ztarget"> <paragraph ids="ztarget" names="ztarget"> <reference anonymous="1" name="indirect internal" refid="ztarget"> indirect internal <target anonymous="1" ids="target-1" refid="ztarget"> """, ], [ """\ .. _ztarget: First .. _ztarget: Second `indirect internal`__ __ ztarget_ """, """\ <document source="test data"> <target dupnames="ztarget" refid="ztarget"> <paragraph ids="ztarget"> First <system_message backrefs="ztarget-1" level="2" line="5" source="test data" type="WARNING"> <paragraph> Duplicate explicit target name: "ztarget". <target dupnames="ztarget" refid="ztarget-1"> <paragraph ids="ztarget-1"> Second <paragraph> <problematic ids="problematic-1" refid="system-message-1"> `indirect internal`__ <target anonymous="1" ids="target-1" refname="ztarget"> <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="11" source="test data" type="ERROR"> <paragraph> Indirect hyperlink target (id="target-1") refers to target "ztarget", which is a duplicate, and cannot be used as a unique reference. """, ], [ """\ The next anonymous hyperlink reference is parsed (and discarded) at some point, but nonetheless anonymous hyperlink references and targets match in this snippet. .. |invalid| replace:: anonymous__ hyperlink__ __ URL """, """\ <document source="test data"> <paragraph> The next anonymous hyperlink reference is parsed (and discarded) at some point, but nonetheless anonymous hyperlink references and targets match in this snippet. <system_message level="3" line="5" source="test data" type="ERROR"> <paragraph> Substitution definition contains illegal element <reference>: <literal_block xml:space="preserve"> <reference anonymous="1" name="anonymous"> anonymous <literal_block xml:space="preserve"> .. |invalid| replace:: anonymous__ <paragraph> <reference anonymous="1" name="hyperlink" refuri="URL"> hyperlink <target anonymous="1" ids="target-1" refuri="URL"> """, ], [ """\ An `embedded uri <http://direct>`_. Another reference to the same `embedded URI`_. """, """\ <document source="test data"> <paragraph> An \n\ <reference name="embedded uri" refuri="http://direct"> embedded uri <target ids="embedded-uri" names="embedded\\ uri" refuri="http://direct"> . <paragraph> Another reference to the same \n\ <reference name="embedded URI" refuri="http://direct"> embedded URI . """, ], [ """\ An `anonymous embedded uri <http://direct>`__. """, """\ <document source="test data"> <paragraph> An \n\ <reference name="anonymous embedded uri" refuri="http://direct"> anonymous embedded uri . """, ], [ """\ An `embedded alias <alias_>`_. Another reference to the same `embedded alias`_. .. _alias: ham.py """, """\ <document source="test data"> <paragraph> An \n\ <reference name="embedded alias" refuri="ham.py"> embedded alias <target names="embedded\\ alias" refuri="ham.py"> . <paragraph> Another reference to the same \n\ <reference name="embedded alias" refuri="ham.py"> embedded alias . <target ids="alias" names="alias" refuri="ham.py"> """, ], [ """\ An `anonymous embedded alias <redirect_>`__. .. _redirect: spam.py """, """\ <document source="test data"> <paragraph> An \n\ <reference name="anonymous embedded alias" refuri="spam.py"> anonymous embedded alias . <target ids="redirect" names="redirect" refuri="spam.py"> """, ], [ """\ An `embedded alias <alias_>`_ with unknown reference. """, """\ <document source="test data"> <paragraph> An \n\ <problematic ids="problematic-1" refid="system-message-2"> `embedded alias <alias_>`_ <target names="embedded\\ alias" refname="alias"> with unknown reference. <system_message ids="system-message-1" level="3" line="1" source="test data" type="ERROR"> <paragraph> Indirect hyperlink target "embedded alias" refers to target "alias", which does not exist. <system_message backrefs="problematic-1" ids="system-message-2" level="3" line="1" source="test data" type="ERROR"> <paragraph> Unknown target name: "alias". <system_message level="1" line="1" source="test data" type="INFO"> <paragraph> Hyperlink target "embedded alias" is not referenced. """, ], [ """\ An embedded URI with trailing underline: `__init__ <http:example.py.html#__init__>`__. """, """\ <document source="test data"> <paragraph> An embedded URI with trailing underline: <reference name="__init__" refuri="http:example.py.html#__init__"> __init__ . """, ], [ """\ Hyperlinks with angle-bracketed text need escaping. See `Element \\<a>`_, `Element <b\\>`_, and `Element <c>\\ `_. .. _`Element <a>`: .. _`Element <b>`: .. _`Element <c>`: elements.txt """, """\ <document source="test data"> <paragraph> Hyperlinks with angle-bracketed text need escaping. <paragraph> See \n\ <reference name="Element <a>" refuri="elements.txt"> Element <a> , \n\ <reference name="Element <b>" refuri="elements.txt"> Element <b> , and \n\ <reference name="Element <c>" refuri="elements.txt"> Element <c> . <target refid="element-a"> <target refid="element-b"> <target ids="element-c element-b element-a" names="element\\ <c> element\\ <b> element\\ <a>" refuri="elements.txt"> """, ], [ """\ .. _target: .. [1] Footnote; target_ """, """\ <document source="test data"> <target ids="target" names="target"> <footnote ids="footnote-1" names="1"> <label> 1 <paragraph> Footnote; \n\ <reference name="target" refid="target"> target """, ], [ """\ .. _target: .. [cit] Citation; target_ """, """\ <document source="test data"> <target ids="target" names="target"> <citation ids="cit" names="cit"> <label> cit <paragraph> Citation; \n\ <reference name="target" refid="target"> target """, ], ], ) totest["hyperlinks"] = ( ( PropagateTargets, AnonymousHyperlinks, IndirectHyperlinks, ExternalTargets, InternalTargets, DanglingReferences, ), [ [ """\ .. _internal hyperlink: This paragraph referenced. By this `internal hyperlink`_ reference. """, """\ <document source="test data"> <target refid="internal-hyperlink"> <paragraph ids="internal-hyperlink" names="internal\\ hyperlink"> This paragraph referenced. <paragraph> By this \n\ <reference name="internal hyperlink" refid="internal-hyperlink"> internal hyperlink reference. """, ], [ """\ .. _chained: .. _internal hyperlink: This paragraph referenced. By this `internal hyperlink`_ reference as well as by this chained_ reference. The results of the transform are not visible at the XML level. """, """\ <document source="test data"> <target refid="chained"> <target refid="internal-hyperlink"> <paragraph ids="internal-hyperlink chained" names="internal\\ hyperlink chained"> This paragraph referenced. <paragraph> By this \n\ <reference name="internal hyperlink" refid="internal-hyperlink"> internal hyperlink reference as well as by this \n\ <reference name="chained" refid="chained"> chained reference. <paragraph> The results of the transform are not visible at the XML level. """, ], [ """\ .. _chained: __ http://anonymous Anonymous__ and chained_ both refer to the same URI. """, """\ <document source="test data"> <target refid="chained"> <target anonymous="1" ids="target-1 chained" names="chained" refuri="http://anonymous"> <paragraph> <reference anonymous="1" name="Anonymous" refuri="http://anonymous"> Anonymous and \n\ <reference name="chained" refuri="http://anonymous"> chained both refer to the same URI. """, ], [ """\ .. _a: .. _b: x """, """\ <document source="test data"> <target refid="a"> <target refid="b"> <paragraph ids="b a" names="b a"> x <system_message level="1" line="1" source="test data" type="INFO"> <paragraph> Hyperlink target "a" is not referenced. <system_message level="1" line="2" source="test data" type="INFO"> <paragraph> Hyperlink target "b" is not referenced. """, ], [ """\ .. _a: .. _b: a_ """, """\ <document source="test data"> <target refid="a"> <target refid="b"> <paragraph ids="b a" names="b a"> <reference name="a" refid="a"> a <system_message level="1" line="2" source="test data" type="INFO"> <paragraph> Hyperlink target "b" is not referenced. """, ], [ """\ .. _a: .. _b: b_ """, """\ <document source="test data"> <target refid="a"> <target refid="b"> <paragraph ids="b a" names="b a"> <reference name="b" refid="b"> b <system_message level="1" line="1" source="test data" type="INFO"> <paragraph> Hyperlink target "a" is not referenced. """, ], [ """\ .. _a: .. _b: a_\\ b_ """, """\ <document source="test data"> <target refid="a"> <target refid="b"> <paragraph ids="b a" names="b a"> <reference name="a" refid="a"> a <reference name="b" refid="b"> b """, ], [ """\ .. _external hyperlink: http://uri `External hyperlink`_ reference. """, """\ <document source="test data"> <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri"> <paragraph> <reference name="External hyperlink" refuri="http://uri"> External hyperlink reference. """, ], [ """\ .. _external hyperlink: http://uri .. _indirect target: `external hyperlink`_ """, """\ <document source="test data"> <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri"> <target ids="indirect-target" names="indirect\\ target" refuri="http://uri"> <system_message level="1" line="2" source="test data" type="INFO"> <paragraph> Hyperlink target "indirect target" is not referenced. """, ], [ """\ .. _chained: .. _external hyperlink: http://uri `External hyperlink`_ reference and a chained_ reference too. """, """\ <document source="test data"> <target refid="chained"> <target ids="external-hyperlink chained" names="external\\ hyperlink chained" refuri="http://uri"> <paragraph> <reference name="External hyperlink" refuri="http://uri"> External hyperlink reference and a \n\ <reference name="chained" refuri="http://uri"> chained reference too. """, ], [ """\ .. _external hyperlink: http://uri .. _indirect hyperlink: `external hyperlink`_ `Indirect hyperlink`_ reference. """, """\ <document source="test data"> <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri"> <target ids="indirect-hyperlink" names="indirect\\ hyperlink" refuri="http://uri"> <paragraph> <reference name="Indirect hyperlink" refuri="http://uri"> Indirect hyperlink reference. """, ], [ """\ .. _external hyperlink: http://uri .. _chained: .. _indirect hyperlink: `external hyperlink`_ Chained_ `indirect hyperlink`_ reference. """, """\ <document source="test data"> <target ids="external-hyperlink" names="external\\ hyperlink" refuri="http://uri"> <target refuri="http://uri"> <target ids="indirect-hyperlink chained" names="indirect\\ hyperlink chained" refuri="http://uri"> <paragraph> <reference name="Chained" refuri="http://uri"> Chained \n\ <reference name="indirect hyperlink" refuri="http://uri"> indirect hyperlink reference. """, ], [ """\ .. __: http://full __ __ http://simplified .. _external: http://indirect.external __ external_ __ `Full syntax anonymous external hyperlink reference`__, `chained anonymous external reference`__, `simplified syntax anonymous external hyperlink reference`__, `indirect anonymous hyperlink reference`__, `internal anonymous hyperlink reference`__. """, """\ <document source="test data"> <target anonymous="1" ids="target-1" refuri="http://full"> <target anonymous="1" refid="target-2"> <target anonymous="1" ids="target-3 target-2" refuri="http://simplified"> <target ids="external" names="external" refuri="http://indirect.external"> <target anonymous="1" ids="target-4" refuri="http://indirect.external"> <target anonymous="1" refid="target-5"> <paragraph ids="target-5"> <reference anonymous="1" name="Full syntax anonymous external hyperlink reference" refuri="http://full"> Full syntax anonymous external hyperlink reference , <reference anonymous="1" name="chained anonymous external reference" refuri="http://simplified"> chained anonymous external reference , <reference anonymous="1" name="simplified syntax anonymous external hyperlink reference" refuri="http://simplified"> simplified syntax anonymous external hyperlink reference , <reference anonymous="1" name="indirect anonymous hyperlink reference" refuri="http://indirect.external"> indirect anonymous hyperlink reference , <reference anonymous="1" name="internal anonymous hyperlink reference" refid="target-5"> internal anonymous hyperlink reference . """, ], [ """\ Duplicate external target_'s (different URIs): .. _target: first .. _target: second """, """\ <document source="test data"> <paragraph> Duplicate external \n\ <problematic ids="problematic-1" refid="system-message-1"> target_ 's (different URIs): <target dupnames="target" ids="target" refuri="first"> <system_message backrefs="target-1" level="2" line="5" source="test data" type="WARNING"> <paragraph> Duplicate explicit target name: "target". <target dupnames="target" ids="target-1" refuri="second"> <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR"> <paragraph> Duplicate target name, cannot be used as a unique reference: "target". """, ], [ """\ Duplicate external targets (different URIs) without reference: .. _target: first .. _target: second """, """\ <document source="test data"> <paragraph> Duplicate external targets (different URIs) without reference: <target dupnames="target" ids="target" refuri="first"> <system_message backrefs="target-1" level="2" line="5" source="test data" type="WARNING"> <paragraph> Duplicate explicit target name: "target". <target dupnames="target" ids="target-1" refuri="second"> """, ], [ """\ Several__ anonymous__ hyperlinks__, but not enough targets. __ http://example.org """, """\ <document source="test data"> <paragraph> <problematic ids="problematic-1" refid="system-message-1"> Several__ \n\ <problematic ids="problematic-2" refid="system-message-1"> anonymous__ \n\ <problematic ids="problematic-3" refid="system-message-1"> hyperlinks__ , but not enough targets. <target anonymous="1" ids="target-1" refuri="http://example.org"> <system_message backrefs="problematic-1 problematic-2 problematic-3" ids="system-message-1" level="3" source="test data" type="ERROR"> <paragraph> Anonymous hyperlink mismatch: 3 references but 1 targets. See "backrefs" attribute for IDs. """, ], [ """\ .. _external: http://uri .. _indirect: external_ .. _internal: .. image:: picture.png :target: external_ .. image:: picture.png :target: indirect_ .. image:: picture.png :target: internal_ """, """\ <document source="test data"> <target ids="external" names="external" refuri="http://uri"> <target ids="indirect" names="indirect" refuri="http://uri"> <target refid="internal"> <reference ids="internal" name="external" names="internal" refuri="http://uri"> <image uri="picture.png"> <reference name="indirect" refuri="http://uri"> <image uri="picture.png"> <reference name="internal" refid="internal"> <image uri="picture.png"> """, ], [ """\ .. contents:: Table of Contents .. _indirect reference to the table of contents: `table of contents`_ Section ======= Testing an `indirect reference to the table of contents`_. """, """\ <document source="test data"> <topic classes="contents" ids="table-of-contents" names="table\\ of\\ contents"> <title> Table of Contents <bullet_list> <list_item> <paragraph> <reference ids="toc-entry-1" refid="section"> Section <target ids="indirect-reference-to-the-table-of-contents" names="indirect\\ reference\\ to\\ the\\ table\\ of\\ contents" refid="table-of-contents"> <section ids="section" names="section"> <title refid="toc-entry-1"> Section <paragraph> Testing an \n\ <reference name="indirect reference to the table of contents" refid="table-of-contents"> indirect reference to the table of contents . """, ], [ """\ .. _explicit target: Title ----- Let's reference it (`explicit target`_) to avoid an irrelevant error. """, """\ <document source="test data"> <target refid="explicit-target"> <section ids="title explicit-target" names="title explicit\\ target"> <title> Title <paragraph> Let's reference it ( <reference name="explicit target" refid="explicit-target"> explicit target ) to avoid an irrelevant error. """, ], [ """\ target1_ should refer to target2_, not the Title. .. _target1: .. _target2: URI Title ===== """, """\ <document source="test data"> <paragraph> <reference name="target1" refuri="URI"> target1 should refer to \n\ <reference name="target2" refuri="URI"> target2 , not the Title. <target refid="target1"> <target ids="target2 target1" names="target2 target1" refuri="URI"> <section ids="title" names="title"> <title> Title """, ], [ """\ Unknown reference_. """, """\ <document source="test data"> <paragraph> Unknown \n\ <problematic ids="problematic-1" refid="system-message-1"> reference_ . <system_message backrefs="problematic-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR"> <paragraph> Unknown target name: "reference". """, ], [ """\ Duplicate manual footnote labels, with reference ([1]_): .. [1] Footnote. .. [1] Footnote. """, """\ <document source="test data"> <paragraph> Duplicate manual footnote labels, with reference ( <problematic ids="footnote-reference-1" refid="system-message-1"> [1]_ ): <footnote dupnames="1" ids="footnote-1"> <label> 1 <paragraph> Footnote. <footnote dupnames="1" ids="footnote-2"> <label> 1 <system_message backrefs="footnote-2" level="2" line="5" source="test data" type="WARNING"> <paragraph> Duplicate explicit target name: "1". <paragraph> Footnote. <system_message backrefs="footnote-reference-1" ids="system-message-1" level="3" line="1" source="test data" type="ERROR"> <paragraph> Duplicate target name, cannot be used as a unique reference: "1". """, ], ], ) if __name__ == "__main__": unittest.main()
data/docutils-0.20.1/test/test_transforms/test_hyperlinks.py
9,540
9,048
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LOAD_CONST 0 LOAD_CONST ('formatted_flat_dict', 'NONE_SENTINEL', 'value_allowed_none_or_none_sentinel') IMPORT_NAME oci.util IMPORT_FROM formatted_flat_dict STORE_NAME formatted_flat_dict IMPORT_FROM NONE_SENTINEL STORE_NAME NONE_SENTINEL IMPORT_FROM value_allowed_none_or_none_sentinel STORE_NAME value_allowed_none_or_none_sentinel POP_TOP LOAD_CONST 0 LOAD_CONST ('init_model_state_from_kwargs',) IMPORT_NAME oci.decorators IMPORT_FROM init_model_state_from_kwargs STORE_NAME init_model_state_from_kwargs POP_TOP LOAD_NAME init_model_state_from_kwargs LOAD_BUILD_CLASS LOAD_CONST <code object DynamicResourceGroup at 0x7fab8212b8a0, file "f.py", line 9> LOAD_CONST 'DynamicResourceGroup' MAKE_FUNCTION LOAD_CONST 'DynamicResourceGroup' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME DynamicResourceGroup LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DynamicResourceGroup' STORE_NAME __qualname__ LOAD_CONST '\n Schema for DynamicResourceGroup resource.\n ' STORE_NAME __doc__ LOAD_CONST 'replace' STORE_NAME IDCS_PREVENTED_OPERATIONS_REPLACE LOAD_CONST 'update' STORE_NAME IDCS_PREVENTED_OPERATIONS_UPDATE LOAD_CONST 'delete' STORE_NAME IDCS_PREVENTED_OPERATIONS_DELETE LOAD_CONST <code object __init__ at 0x7fab703f0db0, file "f.py", line 21> LOAD_CONST 'DynamicResourceGroup.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object id at 0x7fab703f0e40, file "f.py", line 169> LOAD_CONST 'DynamicResourceGroup.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME id LOAD_ATTR setter LOAD_CONST <code object id at 0x7fab703f0930, file "f.py", line 191> LOAD_CONST 'DynamicResourceGroup.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST <code object ocid at 0x7fab703f06f0, file "f.py", line 213> LOAD_CONST 'DynamicResourceGroup.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME ocid LOAD_ATTR setter LOAD_CONST <code object ocid at 0x7fab703f0ed0, file "f.py", line 235> LOAD_CONST 'DynamicResourceGroup.ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ocid LOAD_NAME property LOAD_CONST <code object schemas at 0x7fab703f09c0, file "f.py", line 257> LOAD_CONST 'DynamicResourceGroup.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME schemas LOAD_ATTR setter LOAD_CONST <code object schemas at 0x7fab702cdc00, file "f.py", line 279> LOAD_CONST 'DynamicResourceGroup.schemas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schemas LOAD_NAME property LOAD_CONST <code object meta at 0x7fab702cd930, file "f.py", line 301> LOAD_CONST 'DynamicResourceGroup.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME meta LOAD_ATTR setter LOAD_CONST <code object meta at 0x7fab702cd780, file "f.py", line 311> LOAD_CONST 'DynamicResourceGroup.meta' MAKE_FUNCTION CALL_FUNCTION STORE_NAME meta LOAD_NAME property LOAD_CONST <code object idcs_created_by at 0x7fab702cd030, file "f.py", line 321> LOAD_CONST 'DynamicResourceGroup.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME idcs_created_by LOAD_ATTR setter LOAD_CONST <code object idcs_created_by at 0x7fab702cdc90, file "f.py", line 331> LOAD_CONST 'DynamicResourceGroup.idcs_created_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_created_by LOAD_NAME property LOAD_CONST <code object idcs_last_modified_by at 0x7fab702cd4b0, file "f.py", line 341> LOAD_CONST 'DynamicResourceGroup.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME idcs_last_modified_by LOAD_ATTR setter LOAD_CONST <code object idcs_last_modified_by at 0x7fab702cddb0, file "f.py", line 351> LOAD_CONST 'DynamicResourceGroup.idcs_last_modified_by' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_modified_by LOAD_NAME property LOAD_CONST <code object idcs_prevented_operations at 0x7fab702cd8a0, file "f.py", line 361> LOAD_CONST 'DynamicResourceGroup.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME idcs_prevented_operations LOAD_ATTR setter LOAD_CONST <code object idcs_prevented_operations at 0x7fab82309ae0, file "f.py", line 385> LOAD_CONST 'DynamicResourceGroup.idcs_prevented_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_prevented_operations LOAD_NAME property LOAD_CONST <code object tags at 0x7fab823091e0, file "f.py", line 416> LOAD_CONST 'DynamicResourceGroup.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_CONST <code object tags at 0x7fab823090c0, file "f.py", line 438> LOAD_CONST 'DynamicResourceGroup.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_CONST <code object delete_in_progress at 0x7fab823095d0, file "f.py", line 460> LOAD_CONST 'DynamicResourceGroup.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME delete_in_progress LOAD_ATTR setter LOAD_CONST <code object delete_in_progress at 0x7fab82309150, file "f.py", line 482> LOAD_CONST 'DynamicResourceGroup.delete_in_progress' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_in_progress LOAD_NAME property LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab82309300, file "f.py", line 504> LOAD_CONST 'DynamicResourceGroup.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME idcs_last_upgraded_in_release LOAD_ATTR setter LOAD_CONST <code object idcs_last_upgraded_in_release at 0x7fab703ae150, file "f.py", line 526> LOAD_CONST 'DynamicResourceGroup.idcs_last_upgraded_in_release' MAKE_FUNCTION CALL_FUNCTION STORE_NAME idcs_last_upgraded_in_release LOAD_NAME property LOAD_CONST <code object domain_ocid at 0x7fab703aea50, file "f.py", line 548> LOAD_CONST 'DynamicResourceGroup.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME domain_ocid LOAD_ATTR setter LOAD_CONST <code object domain_ocid at 0x7fab703ae780, file "f.py", line 570> LOAD_CONST 'DynamicResourceGroup.domain_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME domain_ocid LOAD_NAME property LOAD_CONST <code object compartment_ocid at 0x7fab703ae030, file "f.py", line 592> LOAD_CONST 'DynamicResourceGroup.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME compartment_ocid LOAD_ATTR setter LOAD_CONST <code object compartment_ocid at 0x7fab703ae390, file "f.py", line 614> LOAD_CONST 'DynamicResourceGroup.compartment_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_ocid LOAD_NAME property LOAD_CONST <code object tenancy_ocid at 0x7fab703ae6f0, file "f.py", line 636> LOAD_CONST 'DynamicResourceGroup.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME tenancy_ocid LOAD_ATTR setter LOAD_CONST <code object tenancy_ocid at 0x7fab703aec00, file "f.py", line 658> LOAD_CONST 'DynamicResourceGroup.tenancy_ocid' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tenancy_ocid LOAD_NAME property LOAD_CONST <code object matching_rule at 0x7fab703aeed0, file "f.py", line 680> LOAD_CONST 'DynamicResourceGroup.matching_rule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME matching_rule LOAD_NAME matching_rule LOAD_ATTR setter LOAD_CONST <code object matching_rule at 0x7fab703ae8a0, file "f.py", line 701> LOAD_CONST 'DynamicResourceGroup.matching_rule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME matching_rule LOAD_NAME property LOAD_CONST <code object display_name at 0x7fab703ae540, file "f.py", line 722> LOAD_CONST 'DynamicResourceGroup.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_CONST <code object display_name at 0x7fab703aef60, file "f.py", line 745> LOAD_CONST 'DynamicResourceGroup.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_CONST <code object description at 0x7fab703ae270, file "f.py", line 768> LOAD_CONST 'DynamicResourceGroup.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_CONST <code object description at 0x7fab703aeae0, file "f.py", line 792> LOAD_CONST 'DynamicResourceGroup.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_CONST <code object grants at 0x7fab703ae810, file "f.py", line 816> LOAD_CONST 'DynamicResourceGroup.grants' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grants LOAD_NAME grants LOAD_ATTR setter LOAD_CONST <code object grants at 0x7fab703ae1e0, file "f.py", line 838> LOAD_CONST 'DynamicResourceGroup.grants' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grants LOAD_NAME property LOAD_CONST <code object dynamic_group_app_roles at 0x7fab703aedb0, file "f.py", line 860> LOAD_CONST 'DynamicResourceGroup.dynamic_group_app_roles' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dynamic_group_app_roles LOAD_NAME dynamic_group_app_roles LOAD_ATTR setter LOAD_CONST <code object dynamic_group_app_roles at 0x7fab703ae300, file "f.py", line 883> LOAD_CONST 'DynamicResourceGroup.dynamic_group_app_roles' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dynamic_group_app_roles LOAD_NAME property LOAD_CONST <code object urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags at 0x7fab8212b030, file "f.py", line 906> LOAD_CONST 'DynamicResourceGroup.urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_NAME urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_ATTR setter LOAD_CONST <code object urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags at 0x7fab8212b540, file "f.py", line 916> LOAD_CONST 'DynamicResourceGroup.urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_CONST <code object __repr__ at 0x7fab8212b660, file "f.py", line 930> LOAD_CONST 'DynamicResourceGroup.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab8212b0c0, file "f.py", line 933> LOAD_CONST 'DynamicResourceGroup.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab8212b5d0, file "f.py", line 939> LOAD_CONST 'DynamicResourceGroup.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'list[str]' LOAD_CONST 'Meta' LOAD_CONST 'IdcsCreatedBy' LOAD_CONST 'IdcsLastModifiedBy' LOAD_CONST 'list[str]' LOAD_CONST 'list[Tags]' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'list[DynamicResourceGroupGrants]' LOAD_CONST 'list[DynamicResourceGroupDynamicGroupAppRoles]' LOAD_CONST 'ExtensionOCITags' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'matching_rule', 'display_name', 'description', 'grants', 'dynamic_group_app_roles', 'urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR swagger_types LOAD_CONST 'id' LOAD_CONST 'ocid' LOAD_CONST 'schemas' LOAD_CONST 'meta' LOAD_CONST 'idcsCreatedBy' LOAD_CONST 'idcsLastModifiedBy' LOAD_CONST 'idcsPreventedOperations' LOAD_CONST 'tags' LOAD_CONST 'deleteInProgress' LOAD_CONST 'idcsLastUpgradedInRelease' LOAD_CONST 'domainOcid' LOAD_CONST 'compartmentOcid' LOAD_CONST 'tenancyOcid' LOAD_CONST 'matchingRule' LOAD_CONST 'displayName' LOAD_CONST 'description' LOAD_CONST 'grants' LOAD_CONST 'dynamicGroupAppRoles' LOAD_CONST 'urn:ietf:params:scim:schemas:oracle:idcs:extension:OCITags' LOAD_CONST ('id', 'ocid', 'schemas', 'meta', 'idcs_created_by', 'idcs_last_modified_by', 'idcs_prevented_operations', 'tags', 'delete_in_progress', 'idcs_last_upgraded_in_release', 'domain_ocid', 'compartment_ocid', 'tenancy_ocid', 'matching_rule', 'display_name', 'description', 'grants', 'dynamic_group_app_roles', 'urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR attribute_map LOAD_CONST None LOAD_FAST self STORE_ATTR _id LOAD_CONST None LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None LOAD_FAST self STORE_ATTR _meta LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None LOAD_FAST self STORE_ATTR _tags LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None LOAD_FAST self STORE_ATTR _matching_rule LOAD_CONST None LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None LOAD_FAST self STORE_ATTR _description LOAD_CONST None LOAD_FAST self STORE_ATTR _grants LOAD_CONST None LOAD_FAST self STORE_ATTR _dynamic_group_app_roles LOAD_CONST None LOAD_FAST self STORE_ATTR _urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _id RETURN_VALUE LOAD_FAST id LOAD_FAST self STORE_ATTR _id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ocid RETURN_VALUE LOAD_FAST ocid LOAD_FAST self STORE_ATTR _ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _schemas RETURN_VALUE LOAD_FAST schemas LOAD_FAST self STORE_ATTR _schemas LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _meta RETURN_VALUE LOAD_FAST meta LOAD_FAST self STORE_ATTR _meta LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_created_by RETURN_VALUE LOAD_FAST idcs_created_by LOAD_FAST self STORE_ATTR _idcs_created_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_modified_by RETURN_VALUE LOAD_FAST idcs_last_modified_by LOAD_FAST self STORE_ATTR _idcs_last_modified_by LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_prevented_operations RETURN_VALUE LOAD_CONST 'replace' LOAD_CONST 'update' LOAD_CONST 'delete' BUILD_LIST STORE_DEREF allowed_values LOAD_FAST idcs_prevented_operations POP_JUMP_IF_FALSE LOAD_CLOSURE allowed_values BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab82309540, file "f.py", line 407> LOAD_CONST 'DynamicResourceGroup.idcs_prevented_operations.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST idcs_prevented_operations GET_ITER CALL_FUNCTION LOAD_FAST idcs_prevented_operations LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST idcs_prevented_operations LOAD_FAST self STORE_ATTR _idcs_prevented_operations LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST x LOAD_DEREF allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' JUMP_FORWARD to 24 LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _tags RETURN_VALUE LOAD_FAST tags LOAD_FAST self STORE_ATTR _tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_in_progress RETURN_VALUE LOAD_FAST delete_in_progress LOAD_FAST self STORE_ATTR _delete_in_progress LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _idcs_last_upgraded_in_release RETURN_VALUE LOAD_FAST idcs_last_upgraded_in_release LOAD_FAST self STORE_ATTR _idcs_last_upgraded_in_release LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _domain_ocid RETURN_VALUE LOAD_FAST domain_ocid LOAD_FAST self STORE_ATTR _domain_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _compartment_ocid RETURN_VALUE LOAD_FAST compartment_ocid LOAD_FAST self STORE_ATTR _compartment_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tenancy_ocid RETURN_VALUE LOAD_FAST tenancy_ocid LOAD_FAST self STORE_ATTR _tenancy_ocid LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _matching_rule RETURN_VALUE LOAD_FAST matching_rule LOAD_FAST self STORE_ATTR _matching_rule LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _display_name RETURN_VALUE LOAD_FAST display_name LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _description RETURN_VALUE LOAD_FAST description LOAD_FAST self STORE_ATTR _description LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _grants RETURN_VALUE LOAD_FAST grants LOAD_FAST self STORE_ATTR _grants LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _dynamic_group_app_roles RETURN_VALUE LOAD_FAST dynamic_group_app_roles LOAD_FAST self STORE_ATTR _dynamic_group_app_roles LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags RETURN_VALUE LOAD_FAST urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_FAST self STORE_ATTR _urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL formatted_flat_dict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_FAST other LOAD_ATTR __dict__ COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_FAST other COMPARE_OP == UNARY_NOT RETURN_VALUE
from oci.util import ( formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel, ) # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class DynamicResourceGroup(object): """ Schema for DynamicResourceGroup resource. """ IDCS_PREVENTED_OPERATIONS_REPLACE = "replace" IDCS_PREVENTED_OPERATIONS_UPDATE = "update" IDCS_PREVENTED_OPERATIONS_DELETE = "delete" def __init__(self, **kwargs): """ Initializes a new DynamicResourceGroup object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param id: The value to assign to the id property of this DynamicResourceGroup. :type id: str :param ocid: The value to assign to the ocid property of this DynamicResourceGroup. :type ocid: str :param schemas: The value to assign to the schemas property of this DynamicResourceGroup. :type schemas: list[str] :param meta: The value to assign to the meta property of this DynamicResourceGroup. :type meta: oci.identity_domains.models.Meta :param idcs_created_by: The value to assign to the idcs_created_by property of this DynamicResourceGroup. :type idcs_created_by: oci.identity_domains.models.IdcsCreatedBy :param idcs_last_modified_by: The value to assign to the idcs_last_modified_by property of this DynamicResourceGroup. :type idcs_last_modified_by: oci.identity_domains.models.IdcsLastModifiedBy :param idcs_prevented_operations: The value to assign to the idcs_prevented_operations property of this DynamicResourceGroup. Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type idcs_prevented_operations: list[str] :param tags: The value to assign to the tags property of this DynamicResourceGroup. :type tags: list[oci.identity_domains.models.Tags] :param delete_in_progress: The value to assign to the delete_in_progress property of this DynamicResourceGroup. :type delete_in_progress: bool :param idcs_last_upgraded_in_release: The value to assign to the idcs_last_upgraded_in_release property of this DynamicResourceGroup. :type idcs_last_upgraded_in_release: str :param domain_ocid: The value to assign to the domain_ocid property of this DynamicResourceGroup. :type domain_ocid: str :param compartment_ocid: The value to assign to the compartment_ocid property of this DynamicResourceGroup. :type compartment_ocid: str :param tenancy_ocid: The value to assign to the tenancy_ocid property of this DynamicResourceGroup. :type tenancy_ocid: str :param matching_rule: The value to assign to the matching_rule property of this DynamicResourceGroup. :type matching_rule: str :param display_name: The value to assign to the display_name property of this DynamicResourceGroup. :type display_name: str :param description: The value to assign to the description property of this DynamicResourceGroup. :type description: str :param grants: The value to assign to the grants property of this DynamicResourceGroup. :type grants: list[oci.identity_domains.models.DynamicResourceGroupGrants] :param dynamic_group_app_roles: The value to assign to the dynamic_group_app_roles property of this DynamicResourceGroup. :type dynamic_group_app_roles: list[oci.identity_domains.models.DynamicResourceGroupDynamicGroupAppRoles] :param urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags: The value to assign to the urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags property of this DynamicResourceGroup. :type urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags: oci.identity_domains.models.ExtensionOCITags """ self.swagger_types = { "id": "str", "ocid": "str", "schemas": "list[str]", "meta": "Meta", "idcs_created_by": "IdcsCreatedBy", "idcs_last_modified_by": "IdcsLastModifiedBy", "idcs_prevented_operations": "list[str]", "tags": "list[Tags]", "delete_in_progress": "bool", "idcs_last_upgraded_in_release": "str", "domain_ocid": "str", "compartment_ocid": "str", "tenancy_ocid": "str", "matching_rule": "str", "display_name": "str", "description": "str", "grants": "list[DynamicResourceGroupGrants]", "dynamic_group_app_roles": "list[DynamicResourceGroupDynamicGroupAppRoles]", "urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags": "ExtensionOCITags", } self.attribute_map = { "id": "id", "ocid": "ocid", "schemas": "schemas", "meta": "meta", "idcs_created_by": "idcsCreatedBy", "idcs_last_modified_by": "idcsLastModifiedBy", "idcs_prevented_operations": "idcsPreventedOperations", "tags": "tags", "delete_in_progress": "deleteInProgress", "idcs_last_upgraded_in_release": "idcsLastUpgradedInRelease", "domain_ocid": "domainOcid", "compartment_ocid": "compartmentOcid", "tenancy_ocid": "tenancyOcid", "matching_rule": "matchingRule", "display_name": "displayName", "description": "description", "grants": "grants", "dynamic_group_app_roles": "dynamicGroupAppRoles", "urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags": "urn:ietf:params:scim:schemas:oracle:idcs:extension:OCITags", } self._id = None self._ocid = None self._schemas = None self._meta = None self._idcs_created_by = None self._idcs_last_modified_by = None self._idcs_prevented_operations = None self._tags = None self._delete_in_progress = None self._idcs_last_upgraded_in_release = None self._domain_ocid = None self._compartment_ocid = None self._tenancy_ocid = None self._matching_rule = None self._display_name = None self._description = None self._grants = None self._dynamic_group_app_roles = None self._urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags = None @property def id(self): """ Gets the id of this DynamicResourceGroup. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :return: The id of this DynamicResourceGroup. :rtype: str """ return self._id @id.setter def id(self, id): """ Sets the id of this DynamicResourceGroup. Unique identifier for the SCIM Resource as defined by the Service Provider. Each representation of the Resource MUST include a non-empty id value. This identifier MUST be unique across the Service Provider's entire set of Resources. It MUST be a stable, non-reassignable identifier that does not change when the same Resource is returned in subsequent requests. The value of the id attribute is always issued by the Service Provider and MUST never be specified by the Service Consumer. bulkId: is a reserved keyword and MUST NOT be used in the unique identifier. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: always - type: string - uniqueness: global :param id: The id of this DynamicResourceGroup. :type: str """ self._id = id @property def ocid(self): """ Gets the ocid of this DynamicResourceGroup. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :return: The ocid of this DynamicResourceGroup. :rtype: str """ return self._ocid @ocid.setter def ocid(self, ocid): """ Sets the ocid of this DynamicResourceGroup. Unique OCI identifier for the SCIM Resource. **SCIM++ Properties:** - caseExact: true - idcsSearchable: true - multiValued: false - mutability: immutable - required: false - returned: default - type: string - uniqueness: global :param ocid: The ocid of this DynamicResourceGroup. :type: str """ self._ocid = ocid @property def schemas(self): """ **[Required]** Gets the schemas of this DynamicResourceGroup. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :return: The schemas of this DynamicResourceGroup. :rtype: list[str] """ return self._schemas @schemas.setter def schemas(self, schemas): """ Sets the schemas of this DynamicResourceGroup. REQUIRED. The schemas attribute is an array of Strings which allows introspection of the supported schema version for a SCIM representation as well any schema extensions supported by that representation. Each String value must be a unique URI. This specification defines URIs for User, Group, and a standard \\\"enterprise\\\" extension. All representations of SCIM schema MUST include a non-zero value array with value(s) of the URIs supported by that representation. Duplicate values MUST NOT be included. Value order is not specified and MUST not impact behavior. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: true - mutability: readWrite - required: true - returned: default - type: string - uniqueness: none :param schemas: The schemas of this DynamicResourceGroup. :type: list[str] """ self._schemas = schemas @property def meta(self): """ Gets the meta of this DynamicResourceGroup. :return: The meta of this DynamicResourceGroup. :rtype: oci.identity_domains.models.Meta """ return self._meta @meta.setter def meta(self, meta): """ Sets the meta of this DynamicResourceGroup. :param meta: The meta of this DynamicResourceGroup. :type: oci.identity_domains.models.Meta """ self._meta = meta @property def idcs_created_by(self): """ Gets the idcs_created_by of this DynamicResourceGroup. :return: The idcs_created_by of this DynamicResourceGroup. :rtype: oci.identity_domains.models.IdcsCreatedBy """ return self._idcs_created_by @idcs_created_by.setter def idcs_created_by(self, idcs_created_by): """ Sets the idcs_created_by of this DynamicResourceGroup. :param idcs_created_by: The idcs_created_by of this DynamicResourceGroup. :type: oci.identity_domains.models.IdcsCreatedBy """ self._idcs_created_by = idcs_created_by @property def idcs_last_modified_by(self): """ Gets the idcs_last_modified_by of this DynamicResourceGroup. :return: The idcs_last_modified_by of this DynamicResourceGroup. :rtype: oci.identity_domains.models.IdcsLastModifiedBy """ return self._idcs_last_modified_by @idcs_last_modified_by.setter def idcs_last_modified_by(self, idcs_last_modified_by): """ Sets the idcs_last_modified_by of this DynamicResourceGroup. :param idcs_last_modified_by: The idcs_last_modified_by of this DynamicResourceGroup. :type: oci.identity_domains.models.IdcsLastModifiedBy """ self._idcs_last_modified_by = idcs_last_modified_by @property def idcs_prevented_operations(self): """ Gets the idcs_prevented_operations of this DynamicResourceGroup. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none Allowed values for items in this list are: "replace", "update", "delete", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The idcs_prevented_operations of this DynamicResourceGroup. :rtype: list[str] """ return self._idcs_prevented_operations @idcs_prevented_operations.setter def idcs_prevented_operations(self, idcs_prevented_operations): """ Sets the idcs_prevented_operations of this DynamicResourceGroup. Each value of this attribute specifies an operation that only an internal client may perform on this particular resource. **SCIM++ Properties:** - idcsSearchable: false - multiValued: true - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_prevented_operations: The idcs_prevented_operations of this DynamicResourceGroup. :type: list[str] """ allowed_values = ["replace", "update", "delete"] if idcs_prevented_operations: idcs_prevented_operations[:] = [ ( "UNKNOWN_ENUM_VALUE" if not value_allowed_none_or_none_sentinel(x, allowed_values) else x ) for x in idcs_prevented_operations ] self._idcs_prevented_operations = idcs_prevented_operations @property def tags(self): """ Gets the tags of this DynamicResourceGroup. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :return: The tags of this DynamicResourceGroup. :rtype: list[oci.identity_domains.models.Tags] """ return self._tags @tags.setter def tags(self, tags): """ Sets the tags of this DynamicResourceGroup. A list of tags on this resource. **SCIM++ Properties:** - idcsCompositeKey: [key, value] - idcsSearchable: true - multiValued: true - mutability: readWrite - required: false - returned: request - type: complex - uniqueness: none :param tags: The tags of this DynamicResourceGroup. :type: list[oci.identity_domains.models.Tags] """ self._tags = tags @property def delete_in_progress(self): """ Gets the delete_in_progress of this DynamicResourceGroup. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :return: The delete_in_progress of this DynamicResourceGroup. :rtype: bool """ return self._delete_in_progress @delete_in_progress.setter def delete_in_progress(self, delete_in_progress): """ Sets the delete_in_progress of this DynamicResourceGroup. A boolean flag indicating this resource in the process of being deleted. Usually set to true when synchronous deletion of the resource would take too long. **SCIM++ Properties:** - caseExact: false - idcsSearchable: true - multiValued: false - mutability: readOnly - required: false - returned: default - type: boolean - uniqueness: none :param delete_in_progress: The delete_in_progress of this DynamicResourceGroup. :type: bool """ self._delete_in_progress = delete_in_progress @property def idcs_last_upgraded_in_release(self): """ Gets the idcs_last_upgraded_in_release of this DynamicResourceGroup. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :return: The idcs_last_upgraded_in_release of this DynamicResourceGroup. :rtype: str """ return self._idcs_last_upgraded_in_release @idcs_last_upgraded_in_release.setter def idcs_last_upgraded_in_release(self, idcs_last_upgraded_in_release): """ Sets the idcs_last_upgraded_in_release of this DynamicResourceGroup. The release number when the resource was upgraded. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: request - type: string - uniqueness: none :param idcs_last_upgraded_in_release: The idcs_last_upgraded_in_release of this DynamicResourceGroup. :type: str """ self._idcs_last_upgraded_in_release = idcs_last_upgraded_in_release @property def domain_ocid(self): """ Gets the domain_ocid of this DynamicResourceGroup. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The domain_ocid of this DynamicResourceGroup. :rtype: str """ return self._domain_ocid @domain_ocid.setter def domain_ocid(self, domain_ocid): """ Sets the domain_ocid of this DynamicResourceGroup. OCI Domain Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param domain_ocid: The domain_ocid of this DynamicResourceGroup. :type: str """ self._domain_ocid = domain_ocid @property def compartment_ocid(self): """ Gets the compartment_ocid of this DynamicResourceGroup. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The compartment_ocid of this DynamicResourceGroup. :rtype: str """ return self._compartment_ocid @compartment_ocid.setter def compartment_ocid(self, compartment_ocid): """ Sets the compartment_ocid of this DynamicResourceGroup. OCI Compartment Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param compartment_ocid: The compartment_ocid of this DynamicResourceGroup. :type: str """ self._compartment_ocid = compartment_ocid @property def tenancy_ocid(self): """ Gets the tenancy_ocid of this DynamicResourceGroup. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :return: The tenancy_ocid of this DynamicResourceGroup. :rtype: str """ return self._tenancy_ocid @tenancy_ocid.setter def tenancy_ocid(self, tenancy_ocid): """ Sets the tenancy_ocid of this DynamicResourceGroup. OCI Tenant Id (ocid) in which the resource lives. **SCIM++ Properties:** - caseExact: false - idcsSearchable: false - multiValued: false - mutability: readOnly - required: false - returned: default - type: string - uniqueness: none :param tenancy_ocid: The tenancy_ocid of this DynamicResourceGroup. :type: str """ self._tenancy_ocid = tenancy_ocid @property def matching_rule(self): """ **[Required]** Gets the matching_rule of this DynamicResourceGroup. Store as a string the matching-rule for this Dynamic Resource Group. This may match any number of Apps in this Domain, as well as matching any number of OCI resources that are not in any Domain but that are in the OCI Compartment that contains this Domain. **SCIM++ Properties:** - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: request - type: string - uniqueness: none :return: The matching_rule of this DynamicResourceGroup. :rtype: str """ return self._matching_rule @matching_rule.setter def matching_rule(self, matching_rule): """ Sets the matching_rule of this DynamicResourceGroup. Store as a string the matching-rule for this Dynamic Resource Group. This may match any number of Apps in this Domain, as well as matching any number of OCI resources that are not in any Domain but that are in the OCI Compartment that contains this Domain. **SCIM++ Properties:** - idcsSearchable: false - multiValued: false - mutability: readWrite - required: true - returned: request - type: string - uniqueness: none :param matching_rule: The matching_rule of this DynamicResourceGroup. :type: str """ self._matching_rule = matching_rule @property def display_name(self): """ **[Required]** Gets the display_name of this DynamicResourceGroup. User-friendly, mutable identifier **SCIM++ Properties:** - idcsCsvAttributeName: Display Name - idcsCsvAttributeNameMappings: [[columnHeaderName:Name, deprecatedColumnHeaderName:Display Name]] - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: global :return: The display_name of this DynamicResourceGroup. :rtype: str """ return self._display_name @display_name.setter def display_name(self, display_name): """ Sets the display_name of this DynamicResourceGroup. User-friendly, mutable identifier **SCIM++ Properties:** - idcsCsvAttributeName: Display Name - idcsCsvAttributeNameMappings: [[columnHeaderName:Name, deprecatedColumnHeaderName:Display Name]] - idcsSearchable: true - multiValued: false - mutability: readWrite - required: true - returned: always - type: string - uniqueness: global :param display_name: The display_name of this DynamicResourceGroup. :type: str """ self._display_name = display_name @property def description(self): """ Gets the description of this DynamicResourceGroup. text that explains the purpose of this Dynamic Resource Group **SCIM++ Properties:** - caseExact: false - idcsCsvAttributeName: Description - idcsCsvAttributeNameMappings: [[columnHeaderName:Description]] - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: always - type: string - uniqueness: none :return: The description of this DynamicResourceGroup. :rtype: str """ return self._description @description.setter def description(self, description): """ Sets the description of this DynamicResourceGroup. text that explains the purpose of this Dynamic Resource Group **SCIM++ Properties:** - caseExact: false - idcsCsvAttributeName: Description - idcsCsvAttributeNameMappings: [[columnHeaderName:Description]] - idcsSearchable: false - multiValued: false - mutability: readWrite - required: false - returned: always - type: string - uniqueness: none :param description: The description of this DynamicResourceGroup. :type: str """ self._description = description @property def grants(self): """ Gets the grants of this DynamicResourceGroup. Grants assigned to group **SCIM++ Properties:** - idcsAddedSinceVersion: 3 - idcsSearchable: true - multiValued: true - mutability: readOnly - required: false - returned: request - type: complex - uniqueness: none :return: The grants of this DynamicResourceGroup. :rtype: list[oci.identity_domains.models.DynamicResourceGroupGrants] """ return self._grants @grants.setter def grants(self, grants): """ Sets the grants of this DynamicResourceGroup. Grants assigned to group **SCIM++ Properties:** - idcsAddedSinceVersion: 3 - idcsSearchable: true - multiValued: true - mutability: readOnly - required: false - returned: request - type: complex - uniqueness: none :param grants: The grants of this DynamicResourceGroup. :type: list[oci.identity_domains.models.DynamicResourceGroupGrants] """ self._grants = grants @property def dynamic_group_app_roles(self): """ Gets the dynamic_group_app_roles of this DynamicResourceGroup. A list of appRoles that are currently granted to this Dynamic Resource Group. The Identity service will assert these AppRoles for any resource that satisfies the matching-rule of this DynamicResourceGroup. **SCIM++ Properties:** - caseExact: false - idcsCompositeKey: [value] - idcsSearchable: true - multiValued: true - mutability: readOnly - required: false - returned: request - type: complex - uniqueness: none :return: The dynamic_group_app_roles of this DynamicResourceGroup. :rtype: list[oci.identity_domains.models.DynamicResourceGroupDynamicGroupAppRoles] """ return self._dynamic_group_app_roles @dynamic_group_app_roles.setter def dynamic_group_app_roles(self, dynamic_group_app_roles): """ Sets the dynamic_group_app_roles of this DynamicResourceGroup. A list of appRoles that are currently granted to this Dynamic Resource Group. The Identity service will assert these AppRoles for any resource that satisfies the matching-rule of this DynamicResourceGroup. **SCIM++ Properties:** - caseExact: false - idcsCompositeKey: [value] - idcsSearchable: true - multiValued: true - mutability: readOnly - required: false - returned: request - type: complex - uniqueness: none :param dynamic_group_app_roles: The dynamic_group_app_roles of this DynamicResourceGroup. :type: list[oci.identity_domains.models.DynamicResourceGroupDynamicGroupAppRoles] """ self._dynamic_group_app_roles = dynamic_group_app_roles @property def urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags(self): """ Gets the urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags of this DynamicResourceGroup. :return: The urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags of this DynamicResourceGroup. :rtype: oci.identity_domains.models.ExtensionOCITags """ return self._urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags @urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags.setter def urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags( self, urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags ): """ Sets the urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags of this DynamicResourceGroup. :param urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags: The urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags of this DynamicResourceGroup. :type: oci.identity_domains.models.ExtensionOCITags """ self._urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags = ( urn_ietf_params_scim_schemas_oracle_idcs_extension_oci_tags ) def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other
data/oci-2.122.0/src/oci/identity_domains/models/dynamic_resource_group.py
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9,049
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('timedelta',) IMPORT_NAME datetime IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any', 'Sequence') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Sequence STORE_NAME Sequence POP_TOP LOAD_CONST 0 LOAD_CONST ('conf',) IMPORT_NAME airflow.configuration IMPORT_FROM conf STORE_NAME conf POP_TOP LOAD_CONST 0 LOAD_CONST ('AirflowException',) IMPORT_NAME airflow.exceptions IMPORT_FROM AirflowException STORE_NAME AirflowException POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseOperator',) IMPORT_NAME airflow.models IMPORT_FROM BaseOperator STORE_NAME BaseOperator POP_TOP LOAD_CONST 0 LOAD_CONST ('RedshiftHook',) IMPORT_NAME airflow.providers.amazon.aws.hooks.redshift_cluster IMPORT_FROM RedshiftHook STORE_NAME RedshiftHook POP_TOP LOAD_CONST 0 LOAD_CONST ('RedshiftCreateClusterSnapshotTrigger', 'RedshiftCreateClusterTrigger', 'RedshiftDeleteClusterTrigger', 'RedshiftPauseClusterTrigger', 'RedshiftResumeClusterTrigger') IMPORT_NAME airflow.providers.amazon.aws.triggers.redshift_cluster IMPORT_FROM RedshiftCreateClusterSnapshotTrigger STORE_NAME RedshiftCreateClusterSnapshotTrigger IMPORT_FROM RedshiftCreateClusterTrigger STORE_NAME RedshiftCreateClusterTrigger IMPORT_FROM RedshiftDeleteClusterTrigger STORE_NAME RedshiftDeleteClusterTrigger IMPORT_FROM RedshiftPauseClusterTrigger STORE_NAME RedshiftPauseClusterTrigger IMPORT_FROM RedshiftResumeClusterTrigger STORE_NAME RedshiftResumeClusterTrigger POP_TOP LOAD_CONST 0 LOAD_CONST ('validate_execute_complete_event',) IMPORT_NAME airflow.providers.amazon.aws.utils IMPORT_FROM validate_execute_complete_event STORE_NAME validate_execute_complete_event POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Context',) IMPORT_NAME airflow.utils.context IMPORT_FROM Context STORE_NAME Context POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftCreateClusterOperator at 0x7fab82363030, file "f.py", line 24> LOAD_CONST 'RedshiftCreateClusterOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftCreateClusterOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftCreateClusterOperator LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftCreateClusterSnapshotOperator at 0x7fab800ab150, file "f.py", line 319> LOAD_CONST 'RedshiftCreateClusterSnapshotOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftCreateClusterSnapshotOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftCreateClusterSnapshotOperator LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftDeleteClusterSnapshotOperator at 0x7fab542ad300, file "f.py", line 421> LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftDeleteClusterSnapshotOperator LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftResumeClusterOperator at 0x7fab82375e40, file "f.py", line 476> LOAD_CONST 'RedshiftResumeClusterOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftResumeClusterOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftResumeClusterOperator LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftPauseClusterOperator at 0x7fab82375540, file "f.py", line 589> LOAD_CONST 'RedshiftPauseClusterOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftPauseClusterOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftPauseClusterOperator LOAD_BUILD_CLASS LOAD_CONST <code object RedshiftDeleteClusterOperator at 0x7fab82334420, file "f.py", line 684> LOAD_CONST 'RedshiftDeleteClusterOperator' MAKE_FUNCTION LOAD_CONST 'RedshiftDeleteClusterOperator' LOAD_NAME BaseOperator CALL_FUNCTION STORE_NAME RedshiftDeleteClusterOperator LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftCreateClusterOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Creates a new cluster with the specified parameters.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftCreateClusterOperator`\n\n :param cluster_identifier: A unique identifier for the cluster.\n :param node_type: The node type to be provisioned for the cluster.\n Valid Values: ``ds2.xlarge``, ``ds2.8xlarge``, ``dc1.large``,\n ``dc1.8xlarge``, ``dc2.large``, ``dc2.8xlarge``, ``ra3.xlplus``,\n ``ra3.4xlarge``, and ``ra3.16xlarge``.\n :param master_username: The username associated with the admin user account for\n the cluster that is being created.\n :param master_user_password: The password associated with the admin user account for\n the cluster that is being created.\n :param cluster_type: The type of the cluster ``single-node`` or ``multi-node``.\n The default value is ``multi-node``.\n :param db_name: The name of the first database to be created when the cluster is created.\n :param number_of_nodes: The number of compute nodes in the cluster.\n This param require when ``cluster_type`` is ``multi-node``.\n :param cluster_security_groups: A list of security groups to be associated with this cluster.\n :param vpc_security_group_ids: A list of VPC security groups to be associated with the cluster.\n :param cluster_subnet_group_name: The name of a cluster subnet group to be associated with this cluster.\n :param availability_zone: The EC2 Availability Zone (AZ).\n :param preferred_maintenance_window: The time range (in UTC) during which automated cluster\n maintenance can occur.\n :param cluster_parameter_group_name: The name of the parameter group to be associated with this cluster.\n :param automated_snapshot_retention_period: The number of days that automated snapshots are retained.\n The default value is ``1``.\n :param manual_snapshot_retention_period: The default number of days to retain a manual snapshot.\n :param port: The port number on which the cluster accepts incoming connections.\n The Default value is ``5439``.\n :param cluster_version: The version of a Redshift engine software that you want to deploy on the cluster.\n :param allow_version_upgrade: Whether major version upgrades can be applied during the maintenance window.\n The Default value is ``True``.\n :param publicly_accessible: Whether cluster can be accessed from a public network.\n :param encrypted: Whether data in the cluster is encrypted at rest.\n The default value is ``False``.\n :param hsm_client_certificate_identifier: Name of the HSM client certificate\n the Amazon Redshift cluster uses to retrieve the data.\n :param hsm_configuration_identifier: Name of the HSM configuration\n :param elastic_ip: The Elastic IP (EIP) address for the cluster.\n :param tags: A list of tag instances\n :param kms_key_id: KMS key id of encryption key.\n :param enhanced_vpc_routing: Whether to create the cluster with enhanced VPC routing enabled\n Default value is ``False``.\n :param additional_info: Reserved\n :param iam_roles: A list of IAM roles that can be used by the cluster to access other AWS services.\n :param maintenance_track_name: Name of the maintenance track for the cluster.\n :param snapshot_schedule_identifier: A unique identifier for the snapshot schedule.\n :param availability_zone_relocation: Enable relocation for a Redshift cluster\n between Availability Zones after the cluster is created.\n :param aqua_configuration_status: The cluster is configured to use AQUA .\n :param default_iam_role_arn: ARN for the IAM role.\n :param aws_conn_id: str = The Airflow connection used for AWS credentials.\n The default connection id is ``aws_default``.\n :param wait_for_completion: Whether wait for the cluster to be in ``available`` state\n :param max_attempt: The maximum number of attempts to be made. Default: 5\n :param poll_interval: The amount of time in seconds to wait between attempts. Default: 60\n :param deferrable: If True, the operator will run in deferrable mode\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier', 'cluster_type', 'node_type', 'master_username', 'master_user_password', 'cluster_type', 'db_name', 'number_of_nodes', 'cluster_security_groups', 'vpc_security_group_ids', 'cluster_subnet_group_name', 'availability_zone', 'preferred_maintenance_window', 'cluster_parameter_group_name', 'automated_snapshot_retention_period', 'manual_snapshot_retention_period', 'port', 'cluster_version', 'allow_version_upgrade', 'publicly_accessible', 'encrypted', 'hsm_client_certificate_identifier', 'hsm_configuration_identifier', 'elastic_ip', 'tags', 'kms_key_id', 'enhanced_vpc_routing', 'additional_info', 'iam_roles', 'maintenance_track_name', 'snapshot_schedule_identifier', 'availability_zone_relocation', 'aqua_configuration_status', 'default_iam_role_arn') STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST '#eeaa11' STORE_NAME ui_color LOAD_CONST '#ffffff' STORE_NAME ui_fgcolor LOAD_CONST 'multi-node' LOAD_CONST 'dev' LOAD_CONST 1 LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST 1 LOAD_CONST None LOAD_CONST 5439 LOAD_CONST '1.0' LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST 'aws_default' LOAD_CONST False LOAD_CONST 5 LOAD_CONST 60 LOAD_NAME conf LOAD_ATTR getboolean LOAD_CONST 'operators' LOAD_CONST 'default_deferrable' LOAD_CONST False LOAD_CONST ('fallback',) CALL_FUNCTION LOAD_CONST ('cluster_type', 'db_name', 'number_of_nodes', 'cluster_security_groups', 'vpc_security_group_ids', 'cluster_subnet_group_name', 'availability_zone', 'preferred_maintenance_window', 'cluster_parameter_group_name', 'automated_snapshot_retention_period', 'manual_snapshot_retention_period', 'port', 'cluster_version', 'allow_version_upgrade', 'publicly_accessible', 'encrypted', 'hsm_client_certificate_identifier', 'hsm_configuration_identifier', 'elastic_ip', 'tags', 'kms_key_id', 'enhanced_vpc_routing', 'additional_info', 'iam_roles', 'maintenance_track_name', 'snapshot_schedule_identifier', 'availability_zone_relocation', 'aqua_configuration_status', 'default_iam_role_arn', 'aws_conn_id', 'wait_for_completion', 'max_attempt', 'poll_interval', 'deferrable') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'list[str] | None' LOAD_CONST 'list[str] | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'int' LOAD_CONST 'int | None' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'list[Any] | None' LOAD_CONST 'str | None' LOAD_CONST 'bool' LOAD_CONST 'str | None' LOAD_CONST 'list[str] | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'bool | None' LOAD_CONST 'str | None' LOAD_CONST 'str | None' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('cluster_identifier', 'node_type', 'master_username', 'master_user_password', 'cluster_type', 'db_name', 'number_of_nodes', 'cluster_security_groups', 'vpc_security_group_ids', 'cluster_subnet_group_name', 'availability_zone', 'preferred_maintenance_window', 'cluster_parameter_group_name', 'automated_snapshot_retention_period', 'manual_snapshot_retention_period', 'port', 'cluster_version', 'allow_version_upgrade', 'publicly_accessible', 'encrypted', 'hsm_client_certificate_identifier', 'hsm_configuration_identifier', 'elastic_ip', 'tags', 'kms_key_id', 'enhanced_vpc_routing', 'additional_info', 'iam_roles', 'maintenance_track_name', 'snapshot_schedule_identifier', 'availability_zone_relocation', 'aqua_configuration_status', 'default_iam_role_arn', 'aws_conn_id', 'wait_for_completion', 'max_attempt', 'poll_interval', 'deferrable') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fadb5811c00, file "f.py", line 126> LOAD_CONST 'RedshiftCreateClusterOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST ('context',) BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab82363150, file "f.py", line 212> LOAD_CONST 'RedshiftCreateClusterOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST (None,) LOAD_CONST 'Context' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'None' LOAD_CONST ('context', 'event', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_complete at 0x7fab82363540, file "f.py", line 310> LOAD_CONST 'RedshiftCreateClusterOperator.execute_complete' MAKE_FUNCTION STORE_NAME execute_complete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST node_type LOAD_FAST self STORE_ATTR node_type LOAD_FAST master_username LOAD_FAST self STORE_ATTR master_username LOAD_FAST master_user_password LOAD_FAST self STORE_ATTR master_user_password LOAD_FAST cluster_type LOAD_FAST self STORE_ATTR cluster_type LOAD_FAST db_name LOAD_FAST self STORE_ATTR db_name LOAD_FAST number_of_nodes LOAD_FAST self STORE_ATTR number_of_nodes LOAD_FAST cluster_security_groups LOAD_FAST self STORE_ATTR cluster_security_groups LOAD_FAST vpc_security_group_ids LOAD_FAST self STORE_ATTR vpc_security_group_ids LOAD_FAST cluster_subnet_group_name LOAD_FAST self STORE_ATTR cluster_subnet_group_name LOAD_FAST availability_zone LOAD_FAST self STORE_ATTR availability_zone LOAD_FAST preferred_maintenance_window LOAD_FAST self STORE_ATTR preferred_maintenance_window LOAD_FAST cluster_parameter_group_name LOAD_FAST self STORE_ATTR cluster_parameter_group_name LOAD_FAST automated_snapshot_retention_period LOAD_FAST self STORE_ATTR automated_snapshot_retention_period LOAD_FAST manual_snapshot_retention_period LOAD_FAST self STORE_ATTR manual_snapshot_retention_period LOAD_FAST port LOAD_FAST self STORE_ATTR port LOAD_FAST cluster_version LOAD_FAST self STORE_ATTR cluster_version LOAD_FAST allow_version_upgrade LOAD_FAST self STORE_ATTR allow_version_upgrade LOAD_FAST publicly_accessible LOAD_FAST self STORE_ATTR publicly_accessible LOAD_FAST encrypted LOAD_FAST self STORE_ATTR encrypted LOAD_FAST hsm_client_certificate_identifier LOAD_FAST self STORE_ATTR hsm_client_certificate_identifier LOAD_FAST hsm_configuration_identifier LOAD_FAST self STORE_ATTR hsm_configuration_identifier LOAD_FAST elastic_ip LOAD_FAST self STORE_ATTR elastic_ip LOAD_FAST tags LOAD_FAST self STORE_ATTR tags LOAD_FAST kms_key_id LOAD_FAST self STORE_ATTR kms_key_id LOAD_FAST enhanced_vpc_routing LOAD_FAST self STORE_ATTR enhanced_vpc_routing LOAD_FAST additional_info LOAD_FAST self STORE_ATTR additional_info LOAD_FAST iam_roles LOAD_FAST self STORE_ATTR iam_roles LOAD_FAST maintenance_track_name LOAD_FAST self STORE_ATTR maintenance_track_name LOAD_FAST snapshot_schedule_identifier LOAD_FAST self STORE_ATTR snapshot_schedule_identifier LOAD_FAST availability_zone_relocation LOAD_FAST self STORE_ATTR availability_zone_relocation LOAD_FAST aqua_configuration_status LOAD_FAST self STORE_ATTR aqua_configuration_status LOAD_FAST default_iam_role_arn LOAD_FAST self STORE_ATTR default_iam_role_arn LOAD_FAST aws_conn_id LOAD_FAST self STORE_ATTR aws_conn_id LOAD_FAST wait_for_completion LOAD_FAST self STORE_ATTR wait_for_completion LOAD_FAST max_attempt LOAD_FAST self STORE_ATTR max_attempt LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_FAST deferrable LOAD_FAST self STORE_ATTR deferrable LOAD_FAST kwargs LOAD_FAST self STORE_ATTR kwargs LOAD_CONST None RETURN_VALUE LOAD_GLOBAL RedshiftHook LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION STORE_FAST redshift_hook LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Creating Redshift cluster %s' LOAD_FAST self LOAD_ATTR cluster_identifier CALL_METHOD POP_TOP BUILD_MAP STORE_FAST params LOAD_FAST self LOAD_ATTR db_name POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR db_name LOAD_FAST params LOAD_CONST 'DBName' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_type POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR cluster_type LOAD_FAST params LOAD_CONST 'ClusterType' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_type LOAD_CONST 'multi-node' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR number_of_nodes LOAD_FAST params LOAD_CONST 'NumberOfNodes' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_security_groups POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR cluster_security_groups LOAD_FAST params LOAD_CONST 'ClusterSecurityGroups' STORE_SUBSCR LOAD_FAST self LOAD_ATTR vpc_security_group_ids POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR vpc_security_group_ids LOAD_FAST params LOAD_CONST 'VpcSecurityGroupIds' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_subnet_group_name POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR cluster_subnet_group_name LOAD_FAST params LOAD_CONST 'ClusterSubnetGroupName' STORE_SUBSCR LOAD_FAST self LOAD_ATTR availability_zone POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR availability_zone LOAD_FAST params LOAD_CONST 'AvailabilityZone' STORE_SUBSCR LOAD_FAST self LOAD_ATTR preferred_maintenance_window POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR preferred_maintenance_window LOAD_FAST params LOAD_CONST 'PreferredMaintenanceWindow' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_parameter_group_name POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR cluster_parameter_group_name LOAD_FAST params LOAD_CONST 'ClusterParameterGroupName' STORE_SUBSCR LOAD_FAST self LOAD_ATTR automated_snapshot_retention_period POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR automated_snapshot_retention_period LOAD_FAST params LOAD_CONST 'AutomatedSnapshotRetentionPeriod' STORE_SUBSCR LOAD_FAST self LOAD_ATTR manual_snapshot_retention_period POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR manual_snapshot_retention_period LOAD_FAST params LOAD_CONST 'ManualSnapshotRetentionPeriod' STORE_SUBSCR LOAD_FAST self LOAD_ATTR port POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR port LOAD_FAST params LOAD_CONST 'Port' STORE_SUBSCR LOAD_FAST self LOAD_ATTR cluster_version POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR cluster_version LOAD_FAST params LOAD_CONST 'ClusterVersion' STORE_SUBSCR LOAD_FAST self LOAD_ATTR allow_version_upgrade EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR allow_version_upgrade LOAD_FAST params LOAD_CONST 'AllowVersionUpgrade' STORE_SUBSCR LOAD_FAST self LOAD_ATTR publicly_accessible EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR publicly_accessible LOAD_FAST params LOAD_CONST 'PubliclyAccessible' STORE_SUBSCR LOAD_FAST self LOAD_ATTR encrypted EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR encrypted LOAD_FAST params LOAD_CONST 'Encrypted' STORE_SUBSCR LOAD_FAST self LOAD_ATTR hsm_client_certificate_identifier EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR hsm_client_certificate_identifier LOAD_FAST params LOAD_CONST 'HsmClientCertificateIdentifier' STORE_SUBSCR LOAD_FAST self LOAD_ATTR hsm_configuration_identifier EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR hsm_configuration_identifier LOAD_FAST params LOAD_CONST 'HsmConfigurationIdentifier' STORE_SUBSCR LOAD_FAST self LOAD_ATTR elastic_ip EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR elastic_ip LOAD_FAST params LOAD_CONST 'ElasticIp' STORE_SUBSCR LOAD_FAST self LOAD_ATTR tags EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR tags LOAD_FAST params LOAD_CONST 'Tags' STORE_SUBSCR LOAD_FAST self LOAD_ATTR kms_key_id EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR kms_key_id LOAD_FAST params LOAD_CONST 'KmsKeyId' STORE_SUBSCR LOAD_FAST self LOAD_ATTR enhanced_vpc_routing EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enhanced_vpc_routing LOAD_FAST params LOAD_CONST 'EnhancedVpcRouting' STORE_SUBSCR LOAD_FAST self LOAD_ATTR additional_info EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR additional_info LOAD_FAST params LOAD_CONST 'AdditionalInfo' STORE_SUBSCR LOAD_FAST self LOAD_ATTR iam_roles EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR iam_roles LOAD_FAST params LOAD_CONST 'IamRoles' STORE_SUBSCR LOAD_FAST self LOAD_ATTR maintenance_track_name EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR maintenance_track_name LOAD_FAST params LOAD_CONST 'MaintenanceTrackName' STORE_SUBSCR LOAD_FAST self LOAD_ATTR snapshot_schedule_identifier EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR snapshot_schedule_identifier LOAD_FAST params LOAD_CONST 'SnapshotScheduleIdentifier' STORE_SUBSCR LOAD_FAST self LOAD_ATTR availability_zone_relocation EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR availability_zone_relocation LOAD_FAST params LOAD_CONST 'AvailabilityZoneRelocation' STORE_SUBSCR LOAD_FAST self LOAD_ATTR aqua_configuration_status EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR aqua_configuration_status LOAD_FAST params LOAD_CONST 'AquaConfigurationStatus' STORE_SUBSCR LOAD_FAST self LOAD_ATTR default_iam_role_arn EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR default_iam_role_arn LOAD_FAST params LOAD_CONST 'DefaultIamRoleArn' STORE_SUBSCR LOAD_FAST redshift_hook LOAD_METHOD create_cluster LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR node_type LOAD_FAST self LOAD_ATTR master_username LOAD_FAST self LOAD_ATTR master_user_password LOAD_FAST params CALL_METHOD STORE_FAST cluster LOAD_FAST self LOAD_ATTR deferrable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR defer LOAD_GLOBAL RedshiftCreateClusterTrigger LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempt LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('cluster_identifier', 'waiter_delay', 'waiter_max_attempts', 'aws_conn_id') CALL_FUNCTION LOAD_CONST 'execute_complete' LOAD_CONST ('trigger', 'method_name') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR wait_for_completion EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_METHOD get_waiter LOAD_CONST 'cluster_available' CALL_METHOD LOAD_ATTR wait LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempt LOAD_CONST ('Delay', 'MaxAttempts') BUILD_CONST_KEY_MAP LOAD_CONST ('ClusterIdentifier', 'WaiterConfig') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Created Redshift cluster %s' LOAD_FAST self LOAD_ATTR cluster_identifier CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_FAST cluster CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_execute_complete_event LOAD_FAST event CALL_FUNCTION STORE_FAST event LOAD_FAST event LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Error creating cluster: ' LOAD_FAST event FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftCreateClusterSnapshotOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Creates a manual snapshot of the specified cluster. The cluster must be in the available state.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftCreateClusterSnapshotOperator`\n\n :param snapshot_identifier: A unique identifier for the snapshot that you are requesting\n :param cluster_identifier: The cluster identifier for which you want a snapshot\n :param retention_period: The number of days that a manual snapshot is retained.\n If the value is -1, the manual snapshot is retained indefinitely.\n :param tags: A list of tag instances\n :param wait_for_completion: Whether wait for the cluster snapshot to be in ``available`` state\n :param poll_interval: Time (in seconds) to wait between two consecutive calls to check state\n :param max_attempt: The maximum number of attempts to be made to check the state\n :param aws_conn_id: The Airflow connection used for AWS credentials.\n The default connection id is ``aws_default``\n :param deferrable: If True, the operator will run as a deferrable operator.\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier', 'snapshot_identifier') STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST -1 LOAD_CONST None LOAD_CONST False LOAD_CONST 15 LOAD_CONST 20 LOAD_CONST 'aws_default' LOAD_NAME conf LOAD_ATTR getboolean LOAD_CONST 'operators' LOAD_CONST 'default_deferrable' LOAD_CONST False LOAD_CONST ('fallback',) CALL_FUNCTION LOAD_CONST ('retention_period', 'tags', 'wait_for_completion', 'poll_interval', 'max_attempt', 'aws_conn_id', 'deferrable') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'list[Any] | None' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST ('snapshot_identifier', 'cluster_identifier', 'retention_period', 'tags', 'wait_for_completion', 'poll_interval', 'max_attempt', 'aws_conn_id', 'deferrable') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82363ed0, file "f.py", line 345> LOAD_CONST 'RedshiftCreateClusterSnapshotOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST 'Any' LOAD_CONST ('context', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab82363c90, file "f.py", line 373> LOAD_CONST 'RedshiftCreateClusterSnapshotOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST (None,) LOAD_CONST 'Context' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'None' LOAD_CONST ('context', 'event', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_complete at 0x7fab823639c0, file "f.py", line 410> LOAD_CONST 'RedshiftCreateClusterSnapshotOperator.execute_complete' MAKE_FUNCTION STORE_NAME execute_complete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST snapshot_identifier LOAD_FAST self STORE_ATTR snapshot_identifier LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST retention_period LOAD_FAST self STORE_ATTR retention_period LOAD_FAST tags LOAD_FAST self STORE_ATTR tags LOAD_FAST wait_for_completion LOAD_FAST self STORE_ATTR wait_for_completion LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_FAST max_attempt LOAD_FAST self STORE_ATTR max_attempt LOAD_FAST deferrable LOAD_FAST self STORE_ATTR deferrable LOAD_FAST aws_conn_id LOAD_FAST self STORE_ATTR aws_conn_id LOAD_GLOBAL RedshiftHook LOAD_FAST aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION LOAD_FAST self STORE_ATTR redshift_hook LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_ATTR cluster_status LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('cluster_identifier',) CALL_FUNCTION STORE_FAST cluster_state LOAD_FAST cluster_state LOAD_CONST 'available' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Redshift cluster must be in available state. Redshift cluster current state is ' LOAD_FAST cluster_state FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR redshift_hook LOAD_ATTR create_cluster_snapshot LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR snapshot_identifier LOAD_FAST self LOAD_ATTR retention_period LOAD_FAST self LOAD_ATTR tags LOAD_CONST ('cluster_identifier', 'snapshot_identifier', 'retention_period', 'tags') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR deferrable POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR defer LOAD_GLOBAL RedshiftCreateClusterSnapshotTrigger LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempt LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('cluster_identifier', 'waiter_delay', 'waiter_max_attempts', 'aws_conn_id') CALL_FUNCTION LOAD_CONST 'execute_complete' LOAD_GLOBAL timedelta LOAD_FAST self LOAD_ATTR max_attempt LOAD_FAST self LOAD_ATTR poll_interval BINARY_MULTIPLY LOAD_CONST 60 BINARY_ADD LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('trigger', 'method_name', 'timeout') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR wait_for_completion POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_METHOD get_waiter LOAD_CONST 'snapshot_available' CALL_METHOD LOAD_ATTR wait LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempt LOAD_CONST ('Delay', 'MaxAttempts') BUILD_CONST_KEY_MAP LOAD_CONST ('ClusterIdentifier', 'WaiterConfig') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_execute_complete_event LOAD_FAST event CALL_FUNCTION STORE_FAST event LOAD_FAST event LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Error creating snapshot: ' LOAD_FAST event FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Cluster snapshot created.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Deletes the specified manual snapshot.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftDeleteClusterSnapshotOperator`\n\n :param snapshot_identifier: A unique identifier for the snapshot that you are requesting\n :param cluster_identifier: The unique identifier of the cluster the snapshot was created from\n :param wait_for_completion: Whether wait for cluster deletion or not\n The default value is ``True``\n :param aws_conn_id: The Airflow connection used for AWS credentials.\n The default connection id is ``aws_default``\n :param poll_interval: Time (in seconds) to wait between two consecutive calls to check snapshot state\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier', 'snapshot_identifier') STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST True LOAD_CONST 'aws_default' LOAD_CONST 10 LOAD_CONST ('wait_for_completion', 'aws_conn_id', 'poll_interval') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST ('snapshot_identifier', 'cluster_identifier', 'wait_for_completion', 'aws_conn_id', 'poll_interval') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542ad660, file "f.py", line 443> LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST 'Any' LOAD_CONST ('context', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab542ad780, file "f.py", line 460> LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_status at 0x7fab542ad0c0, file "f.py", line 470> LOAD_CONST 'RedshiftDeleteClusterSnapshotOperator.get_status' MAKE_FUNCTION STORE_NAME get_status LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST snapshot_identifier LOAD_FAST self STORE_ATTR snapshot_identifier LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST wait_for_completion LOAD_FAST self STORE_ATTR wait_for_completion LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_GLOBAL RedshiftHook LOAD_FAST aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION LOAD_FAST self STORE_ATTR redshift_hook LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR delete_cluster_snapshot LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR snapshot_identifier LOAD_CONST ('SnapshotClusterIdentifier', 'SnapshotIdentifier') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR wait_for_completion POP_JUMP_IF_FALSE SETUP_LOOP to 60 LOAD_FAST self LOAD_METHOD get_status CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST self LOAD_ATTR poll_interval CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_ATTR get_cluster_snapshot_status LOAD_FAST self LOAD_ATTR snapshot_identifier LOAD_CONST ('snapshot_identifier',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftResumeClusterOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Resume a paused AWS Redshift Cluster.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftResumeClusterOperator`\n\n :param cluster_identifier: Unique identifier of the AWS Redshift cluster\n :param aws_conn_id: The Airflow connection used for AWS credentials.\n The default connection id is ``aws_default``\n :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state\n :param max_attempts: The maximum number of attempts to check the state of the cluster.\n :param wait_for_completion: If True, the operator will wait for the cluster to be in the\n `resumed` state. Default is False.\n :param deferrable: If True, the operator will run as a deferrable operator.\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier',) STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST '#eeaa11' STORE_NAME ui_color LOAD_CONST '#ffffff' STORE_NAME ui_fgcolor LOAD_CONST 'aws_default' LOAD_CONST False LOAD_NAME conf LOAD_ATTR getboolean LOAD_CONST 'operators' LOAD_CONST 'default_deferrable' LOAD_CONST False LOAD_CONST ('fallback',) CALL_FUNCTION LOAD_CONST 10 LOAD_CONST 10 LOAD_CONST ('aws_conn_id', 'wait_for_completion', 'deferrable', 'poll_interval', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('cluster_identifier', 'aws_conn_id', 'wait_for_completion', 'deferrable', 'poll_interval', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542adc00, file "f.py", line 498> LOAD_CONST 'RedshiftResumeClusterOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST ('context',) BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab802320c0, file "f.py", line 521> LOAD_CONST 'RedshiftResumeClusterOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST (None,) LOAD_CONST 'Context' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'None' LOAD_CONST ('context', 'event', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_complete at 0x7fab82375930, file "f.py", line 579> LOAD_CONST 'RedshiftResumeClusterOperator.execute_complete' MAKE_FUNCTION STORE_NAME execute_complete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST aws_conn_id LOAD_FAST self STORE_ATTR aws_conn_id LOAD_FAST wait_for_completion LOAD_FAST self STORE_ATTR wait_for_completion LOAD_FAST deferrable LOAD_FAST self STORE_ATTR deferrable LOAD_FAST max_attempts LOAD_FAST self STORE_ATTR max_attempts LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_CONST 10 LOAD_FAST self STORE_ATTR _remaining_attempts LOAD_CONST 15 LOAD_FAST self STORE_ATTR _attempt_interval LOAD_CONST None RETURN_VALUE LOAD_GLOBAL RedshiftHook LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION STORE_FAST redshift_hook LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Starting resume cluster' CALL_METHOD POP_TOP SETUP_LOOP to 158 LOAD_FAST self LOAD_ATTR _remaining_attempts POP_JUMP_IF_FALSE SETUP_EXCEPT to 58 LOAD_FAST redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR resume_cluster LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('ClusterIdentifier',) CALL_FUNCTION POP_TOP BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_FAST redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR exceptions LOAD_ATTR InvalidClusterStateFault COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 140 LOAD_FAST self DUP_TOP LOAD_ATTR _remaining_attempts LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR _remaining_attempts LOAD_FAST self LOAD_ATTR _remaining_attempts POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Unable to resume cluster. %d attempts remaining.' LOAD_FAST self LOAD_ATTR _remaining_attempts CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST self LOAD_ATTR _attempt_interval CALL_METHOD POP_TOP JUMP_FORWARD to 136 LOAD_FAST error RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR deferrable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST redshift_hook LOAD_ATTR cluster_status LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('cluster_identifier',) CALL_FUNCTION STORE_FAST cluster_state LOAD_FAST cluster_state LOAD_CONST 'available' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Resumed cluster successfully' CALL_METHOD POP_TOP JUMP_FORWARD to 276 LOAD_FAST cluster_state LOAD_CONST 'deleting' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Unable to resume cluster since cluster is currently in status: %s' LOAD_FAST cluster_state CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 276 LOAD_FAST self LOAD_ATTR defer LOAD_GLOBAL RedshiftResumeClusterTrigger LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('cluster_identifier', 'waiter_delay', 'waiter_max_attempts', 'aws_conn_id') CALL_FUNCTION LOAD_CONST 'execute_complete' LOAD_GLOBAL timedelta LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR poll_interval BINARY_MULTIPLY LOAD_CONST 60 BINARY_ADD LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('trigger', 'method_name', 'timeout') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR wait_for_completion EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST redshift_hook LOAD_METHOD get_waiter LOAD_CONST 'cluster_resumed' CALL_METHOD STORE_FAST waiter LOAD_FAST waiter LOAD_ATTR wait LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempts LOAD_CONST ('Delay', 'MaxAttempts') BUILD_CONST_KEY_MAP LOAD_CONST ('ClusterIdentifier', 'WaiterConfig') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_execute_complete_event LOAD_FAST event CALL_FUNCTION STORE_FAST event LOAD_FAST event LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Error resuming cluster: ' LOAD_FAST event FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Resumed cluster successfully' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftPauseClusterOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Pause an AWS Redshift Cluster if it has status `available`.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftPauseClusterOperator`\n\n :param cluster_identifier: id of the AWS Redshift Cluster\n :param aws_conn_id: aws connection to use\n :param deferrable: Run operator in the deferrable mode\n :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state\n :param max_attempts: Maximum number of attempts to poll the cluster\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier',) STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST '#eeaa11' STORE_NAME ui_color LOAD_CONST '#ffffff' STORE_NAME ui_fgcolor LOAD_CONST 'aws_default' LOAD_NAME conf LOAD_ATTR getboolean LOAD_CONST 'operators' LOAD_CONST 'default_deferrable' LOAD_CONST False LOAD_CONST ('fallback',) CALL_FUNCTION LOAD_CONST 10 LOAD_CONST 15 LOAD_CONST ('aws_conn_id', 'deferrable', 'poll_interval', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('cluster_identifier', 'aws_conn_id', 'deferrable', 'poll_interval', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82375b70, file "f.py", line 608> LOAD_CONST 'RedshiftPauseClusterOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST ('context',) BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab82375ed0, file "f.py", line 629> LOAD_CONST 'RedshiftPauseClusterOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST (None,) LOAD_CONST 'Context' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'None' LOAD_CONST ('context', 'event', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_complete at 0x7fab82375420, file "f.py", line 674> LOAD_CONST 'RedshiftPauseClusterOperator.execute_complete' MAKE_FUNCTION STORE_NAME execute_complete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST aws_conn_id LOAD_FAST self STORE_ATTR aws_conn_id LOAD_FAST deferrable LOAD_FAST self STORE_ATTR deferrable LOAD_FAST max_attempts LOAD_FAST self STORE_ATTR max_attempts LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_CONST 10 LOAD_FAST self STORE_ATTR _remaining_attempts LOAD_CONST 15 LOAD_FAST self STORE_ATTR _attempt_interval LOAD_CONST None RETURN_VALUE LOAD_GLOBAL RedshiftHook LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION STORE_FAST redshift_hook SETUP_LOOP to 146 LOAD_FAST self LOAD_ATTR _remaining_attempts POP_JUMP_IF_FALSE SETUP_EXCEPT to 46 LOAD_FAST redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR pause_cluster LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('ClusterIdentifier',) CALL_FUNCTION POP_TOP BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_FAST redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR exceptions LOAD_ATTR InvalidClusterStateFault COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 128 LOAD_FAST self DUP_TOP LOAD_ATTR _remaining_attempts LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR _remaining_attempts LOAD_FAST self LOAD_ATTR _remaining_attempts POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Unable to pause cluster. %d attempts remaining.' LOAD_FAST self LOAD_ATTR _remaining_attempts CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST self LOAD_ATTR _attempt_interval CALL_METHOD POP_TOP JUMP_FORWARD to 124 LOAD_FAST error RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR deferrable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST redshift_hook LOAD_ATTR cluster_status LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('cluster_identifier',) CALL_FUNCTION STORE_FAST cluster_state LOAD_FAST cluster_state LOAD_CONST 'paused' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Paused cluster successfully' CALL_METHOD POP_TOP JUMP_FORWARD to 268 LOAD_FAST cluster_state LOAD_CONST 'deleting' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Unable to pause cluster since cluster is currently in status: ' LOAD_FAST cluster_state FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 268 LOAD_FAST self LOAD_ATTR defer LOAD_GLOBAL RedshiftPauseClusterTrigger LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('cluster_identifier', 'waiter_delay', 'waiter_max_attempts', 'aws_conn_id') CALL_FUNCTION LOAD_CONST 'execute_complete' LOAD_GLOBAL timedelta LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR poll_interval BINARY_MULTIPLY LOAD_CONST 60 BINARY_ADD LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('trigger', 'method_name', 'timeout') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_execute_complete_event LOAD_FAST event CALL_FUNCTION STORE_FAST event LOAD_FAST event LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Error pausing cluster: ' LOAD_FAST event FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Paused cluster successfully' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RedshiftDeleteClusterOperator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Delete an AWS Redshift cluster.\n\n .. seealso::\n For more information on how to use this operator, take a look at the guide:\n :ref:`howto/operator:RedshiftDeleteClusterOperator`\n\n :param cluster_identifier: unique identifier of a cluster\n :param skip_final_cluster_snapshot: determines cluster snapshot creation\n :param final_cluster_snapshot_identifier: name of final cluster snapshot\n :param wait_for_completion: Whether wait for cluster deletion or not\n The default value is ``True``\n :param aws_conn_id: aws connection to use\n :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state\n :param deferrable: Run operator in the deferrable mode.\n :param max_attempts: (Deferrable mode only) The maximum number of attempts to be made\n ' STORE_NAME __doc__ LOAD_CONST ('cluster_identifier',) STORE_NAME template_fields LOAD_CONST 'Sequence[str]' LOAD_NAME __annotations__ LOAD_CONST 'template_fields' STORE_SUBSCR LOAD_CONST '#eeaa11' STORE_NAME ui_color LOAD_CONST '#ffffff' STORE_NAME ui_fgcolor LOAD_CONST True LOAD_CONST None LOAD_CONST True LOAD_CONST 'aws_default' LOAD_CONST 30 LOAD_NAME conf LOAD_ATTR getboolean LOAD_CONST 'operators' LOAD_CONST 'default_deferrable' LOAD_CONST False LOAD_CONST ('fallback',) CALL_FUNCTION LOAD_CONST 30 LOAD_CONST ('skip_final_cluster_snapshot', 'final_cluster_snapshot_identifier', 'wait_for_completion', 'aws_conn_id', 'poll_interval', 'deferrable', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str | None' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST 'int' LOAD_CONST ('cluster_identifier', 'skip_final_cluster_snapshot', 'final_cluster_snapshot_identifier', 'wait_for_completion', 'aws_conn_id', 'poll_interval', 'deferrable', 'max_attempts') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823756f0, file "f.py", line 707> LOAD_CONST 'RedshiftDeleteClusterOperator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'Context' LOAD_CONST ('context',) BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab823755d0, file "f.py", line 735> LOAD_CONST 'RedshiftDeleteClusterOperator.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST (None,) LOAD_CONST 'Context' LOAD_CONST 'dict[str, Any] | None' LOAD_CONST 'None' LOAD_CONST ('context', 'event', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_complete at 0x7fab823758a0, file "f.py", line 790> LOAD_CONST 'RedshiftDeleteClusterOperator.execute_complete' MAKE_FUNCTION STORE_NAME execute_complete LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cluster_identifier LOAD_FAST self STORE_ATTR cluster_identifier LOAD_FAST skip_final_cluster_snapshot LOAD_FAST self STORE_ATTR skip_final_cluster_snapshot LOAD_FAST final_cluster_snapshot_identifier LOAD_FAST self STORE_ATTR final_cluster_snapshot_identifier LOAD_FAST wait_for_completion LOAD_FAST self STORE_ATTR wait_for_completion LOAD_FAST poll_interval LOAD_FAST self STORE_ATTR poll_interval LOAD_CONST 10 LOAD_FAST self STORE_ATTR _attempts LOAD_CONST 15 LOAD_FAST self STORE_ATTR _attempt_interval LOAD_GLOBAL RedshiftHook LOAD_FAST aws_conn_id LOAD_CONST ('aws_conn_id',) CALL_FUNCTION LOAD_FAST self STORE_ATTR redshift_hook LOAD_FAST aws_conn_id LOAD_FAST self STORE_ATTR aws_conn_id LOAD_FAST deferrable LOAD_FAST self STORE_ATTR deferrable LOAD_FAST max_attempts LOAD_FAST self STORE_ATTR max_attempts LOAD_CONST None RETURN_VALUE SETUP_LOOP to 126 LOAD_FAST self LOAD_ATTR _attempts POP_JUMP_IF_FALSE SETUP_EXCEPT to 40 LOAD_FAST self LOAD_ATTR redshift_hook LOAD_ATTR delete_cluster LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR skip_final_cluster_snapshot LOAD_FAST self LOAD_ATTR final_cluster_snapshot_identifier LOAD_CONST ('cluster_identifier', 'skip_final_cluster_snapshot', 'final_cluster_snapshot_identifier') CALL_FUNCTION POP_TOP BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_FAST self LOAD_ATTR redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_ATTR exceptions LOAD_ATTR InvalidClusterStateFault COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR _attempts LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR _attempts LOAD_FAST self LOAD_ATTR _attempts POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD error LOAD_CONST 'Unable to delete cluster. %d attempts remaining.' LOAD_FAST self LOAD_ATTR _attempts CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST self LOAD_ATTR _attempt_interval CALL_METHOD POP_TOP JUMP_FORWARD to 116 RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR deferrable POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_ATTR cluster_status LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_CONST ('cluster_identifier',) CALL_FUNCTION STORE_FAST cluster_state LOAD_FAST cluster_state LOAD_CONST 'cluster_not_found' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Cluster deleted successfully' CALL_METHOD POP_TOP JUMP_FORWARD to 248 LOAD_FAST cluster_state LOAD_CONST ('creating', 'modifying') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Unable to delete cluster since cluster is currently in status: ' LOAD_FAST cluster_state FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 248 LOAD_FAST self LOAD_ATTR defer LOAD_GLOBAL timedelta LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR poll_interval BINARY_MULTIPLY LOAD_CONST 60 BINARY_ADD LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_GLOBAL RedshiftDeleteClusterTrigger LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempts LOAD_FAST self LOAD_ATTR aws_conn_id LOAD_CONST ('cluster_identifier', 'waiter_delay', 'waiter_max_attempts', 'aws_conn_id') CALL_FUNCTION LOAD_CONST 'execute_complete' LOAD_CONST ('timeout', 'trigger', 'method_name') CALL_FUNCTION POP_TOP JUMP_FORWARD to 300 LOAD_FAST self LOAD_ATTR wait_for_completion EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR redshift_hook LOAD_METHOD get_conn CALL_METHOD LOAD_METHOD get_waiter LOAD_CONST 'cluster_deleted' CALL_METHOD STORE_FAST waiter LOAD_FAST waiter LOAD_ATTR wait LOAD_FAST self LOAD_ATTR cluster_identifier LOAD_FAST self LOAD_ATTR poll_interval LOAD_FAST self LOAD_ATTR max_attempts LOAD_CONST ('Delay', 'MaxAttempts') BUILD_CONST_KEY_MAP LOAD_CONST ('ClusterIdentifier', 'WaiterConfig') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_execute_complete_event LOAD_FAST event CALL_FUNCTION STORE_FAST event LOAD_FAST event LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AirflowException LOAD_CONST 'Error deleting cluster: ' LOAD_FAST event FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR log LOAD_METHOD info LOAD_CONST 'Cluster deleted successfully' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import annotations import time from datetime import timedelta from typing import TYPE_CHECKING, Any, Sequence from airflow.configuration import conf from airflow.exceptions import AirflowException from airflow.models import BaseOperator from airflow.providers.amazon.aws.hooks.redshift_cluster import RedshiftHook from airflow.providers.amazon.aws.triggers.redshift_cluster import ( RedshiftCreateClusterSnapshotTrigger, RedshiftCreateClusterTrigger, RedshiftDeleteClusterTrigger, RedshiftPauseClusterTrigger, RedshiftResumeClusterTrigger, ) from airflow.providers.amazon.aws.utils import validate_execute_complete_event if TYPE_CHECKING: from airflow.utils.context import Context class RedshiftCreateClusterOperator(BaseOperator): """Creates a new cluster with the specified parameters. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftCreateClusterOperator` :param cluster_identifier: A unique identifier for the cluster. :param node_type: The node type to be provisioned for the cluster. Valid Values: ``ds2.xlarge``, ``ds2.8xlarge``, ``dc1.large``, ``dc1.8xlarge``, ``dc2.large``, ``dc2.8xlarge``, ``ra3.xlplus``, ``ra3.4xlarge``, and ``ra3.16xlarge``. :param master_username: The username associated with the admin user account for the cluster that is being created. :param master_user_password: The password associated with the admin user account for the cluster that is being created. :param cluster_type: The type of the cluster ``single-node`` or ``multi-node``. The default value is ``multi-node``. :param db_name: The name of the first database to be created when the cluster is created. :param number_of_nodes: The number of compute nodes in the cluster. This param require when ``cluster_type`` is ``multi-node``. :param cluster_security_groups: A list of security groups to be associated with this cluster. :param vpc_security_group_ids: A list of VPC security groups to be associated with the cluster. :param cluster_subnet_group_name: The name of a cluster subnet group to be associated with this cluster. :param availability_zone: The EC2 Availability Zone (AZ). :param preferred_maintenance_window: The time range (in UTC) during which automated cluster maintenance can occur. :param cluster_parameter_group_name: The name of the parameter group to be associated with this cluster. :param automated_snapshot_retention_period: The number of days that automated snapshots are retained. The default value is ``1``. :param manual_snapshot_retention_period: The default number of days to retain a manual snapshot. :param port: The port number on which the cluster accepts incoming connections. The Default value is ``5439``. :param cluster_version: The version of a Redshift engine software that you want to deploy on the cluster. :param allow_version_upgrade: Whether major version upgrades can be applied during the maintenance window. The Default value is ``True``. :param publicly_accessible: Whether cluster can be accessed from a public network. :param encrypted: Whether data in the cluster is encrypted at rest. The default value is ``False``. :param hsm_client_certificate_identifier: Name of the HSM client certificate the Amazon Redshift cluster uses to retrieve the data. :param hsm_configuration_identifier: Name of the HSM configuration :param elastic_ip: The Elastic IP (EIP) address for the cluster. :param tags: A list of tag instances :param kms_key_id: KMS key id of encryption key. :param enhanced_vpc_routing: Whether to create the cluster with enhanced VPC routing enabled Default value is ``False``. :param additional_info: Reserved :param iam_roles: A list of IAM roles that can be used by the cluster to access other AWS services. :param maintenance_track_name: Name of the maintenance track for the cluster. :param snapshot_schedule_identifier: A unique identifier for the snapshot schedule. :param availability_zone_relocation: Enable relocation for a Redshift cluster between Availability Zones after the cluster is created. :param aqua_configuration_status: The cluster is configured to use AQUA . :param default_iam_role_arn: ARN for the IAM role. :param aws_conn_id: str = The Airflow connection used for AWS credentials. The default connection id is ``aws_default``. :param wait_for_completion: Whether wait for the cluster to be in ``available`` state :param max_attempt: The maximum number of attempts to be made. Default: 5 :param poll_interval: The amount of time in seconds to wait between attempts. Default: 60 :param deferrable: If True, the operator will run in deferrable mode """ template_fields: Sequence[str] = ( "cluster_identifier", "cluster_type", "node_type", "master_username", "master_user_password", "cluster_type", "db_name", "number_of_nodes", "cluster_security_groups", "vpc_security_group_ids", "cluster_subnet_group_name", "availability_zone", "preferred_maintenance_window", "cluster_parameter_group_name", "automated_snapshot_retention_period", "manual_snapshot_retention_period", "port", "cluster_version", "allow_version_upgrade", "publicly_accessible", "encrypted", "hsm_client_certificate_identifier", "hsm_configuration_identifier", "elastic_ip", "tags", "kms_key_id", "enhanced_vpc_routing", "additional_info", "iam_roles", "maintenance_track_name", "snapshot_schedule_identifier", "availability_zone_relocation", "aqua_configuration_status", "default_iam_role_arn", ) ui_color = "#eeaa11" ui_fgcolor = "#ffffff" def __init__( self, *, cluster_identifier: str, node_type: str, master_username: str, master_user_password: str, cluster_type: str = "multi-node", db_name: str = "dev", number_of_nodes: int = 1, cluster_security_groups: list[str] | None = None, vpc_security_group_ids: list[str] | None = None, cluster_subnet_group_name: str | None = None, availability_zone: str | None = None, preferred_maintenance_window: str | None = None, cluster_parameter_group_name: str | None = None, automated_snapshot_retention_period: int = 1, manual_snapshot_retention_period: int | None = None, port: int = 5439, cluster_version: str = "1.0", allow_version_upgrade: bool = True, publicly_accessible: bool = True, encrypted: bool = False, hsm_client_certificate_identifier: str | None = None, hsm_configuration_identifier: str | None = None, elastic_ip: str | None = None, tags: list[Any] | None = None, kms_key_id: str | None = None, enhanced_vpc_routing: bool = False, additional_info: str | None = None, iam_roles: list[str] | None = None, maintenance_track_name: str | None = None, snapshot_schedule_identifier: str | None = None, availability_zone_relocation: bool | None = None, aqua_configuration_status: str | None = None, default_iam_role_arn: str | None = None, aws_conn_id: str = "aws_default", wait_for_completion: bool = False, max_attempt: int = 5, poll_interval: int = 60, deferrable: bool = conf.getboolean( "operators", "default_deferrable", fallback=False ), **kwargs, ): super().__init__(**kwargs) self.cluster_identifier = cluster_identifier self.node_type = node_type self.master_username = master_username self.master_user_password = master_user_password self.cluster_type = cluster_type self.db_name = db_name self.number_of_nodes = number_of_nodes self.cluster_security_groups = cluster_security_groups self.vpc_security_group_ids = vpc_security_group_ids self.cluster_subnet_group_name = cluster_subnet_group_name self.availability_zone = availability_zone self.preferred_maintenance_window = preferred_maintenance_window self.cluster_parameter_group_name = cluster_parameter_group_name self.automated_snapshot_retention_period = automated_snapshot_retention_period self.manual_snapshot_retention_period = manual_snapshot_retention_period self.port = port self.cluster_version = cluster_version self.allow_version_upgrade = allow_version_upgrade self.publicly_accessible = publicly_accessible self.encrypted = encrypted self.hsm_client_certificate_identifier = hsm_client_certificate_identifier self.hsm_configuration_identifier = hsm_configuration_identifier self.elastic_ip = elastic_ip self.tags = tags self.kms_key_id = kms_key_id self.enhanced_vpc_routing = enhanced_vpc_routing self.additional_info = additional_info self.iam_roles = iam_roles self.maintenance_track_name = maintenance_track_name self.snapshot_schedule_identifier = snapshot_schedule_identifier self.availability_zone_relocation = availability_zone_relocation self.aqua_configuration_status = aqua_configuration_status self.default_iam_role_arn = default_iam_role_arn self.aws_conn_id = aws_conn_id self.wait_for_completion = wait_for_completion self.max_attempt = max_attempt self.poll_interval = poll_interval self.deferrable = deferrable self.kwargs = kwargs def execute(self, context: Context): redshift_hook = RedshiftHook(aws_conn_id=self.aws_conn_id) self.log.info("Creating Redshift cluster %s", self.cluster_identifier) params: dict[str, Any] = {} if self.db_name: params["DBName"] = self.db_name if self.cluster_type: params["ClusterType"] = self.cluster_type if self.cluster_type == "multi-node": params["NumberOfNodes"] = self.number_of_nodes if self.cluster_security_groups: params["ClusterSecurityGroups"] = self.cluster_security_groups if self.vpc_security_group_ids: params["VpcSecurityGroupIds"] = self.vpc_security_group_ids if self.cluster_subnet_group_name: params["ClusterSubnetGroupName"] = self.cluster_subnet_group_name if self.availability_zone: params["AvailabilityZone"] = self.availability_zone if self.preferred_maintenance_window: params["PreferredMaintenanceWindow"] = self.preferred_maintenance_window if self.cluster_parameter_group_name: params["ClusterParameterGroupName"] = self.cluster_parameter_group_name if self.automated_snapshot_retention_period: params[ "AutomatedSnapshotRetentionPeriod" ] = self.automated_snapshot_retention_period if self.manual_snapshot_retention_period: params[ "ManualSnapshotRetentionPeriod" ] = self.manual_snapshot_retention_period if self.port: params["Port"] = self.port if self.cluster_version: params["ClusterVersion"] = self.cluster_version if self.allow_version_upgrade: params["AllowVersionUpgrade"] = self.allow_version_upgrade if self.publicly_accessible: params["PubliclyAccessible"] = self.publicly_accessible if self.encrypted: params["Encrypted"] = self.encrypted if self.hsm_client_certificate_identifier: params[ "HsmClientCertificateIdentifier" ] = self.hsm_client_certificate_identifier if self.hsm_configuration_identifier: params["HsmConfigurationIdentifier"] = self.hsm_configuration_identifier if self.elastic_ip: params["ElasticIp"] = self.elastic_ip if self.tags: params["Tags"] = self.tags if self.kms_key_id: params["KmsKeyId"] = self.kms_key_id if self.enhanced_vpc_routing: params["EnhancedVpcRouting"] = self.enhanced_vpc_routing if self.additional_info: params["AdditionalInfo"] = self.additional_info if self.iam_roles: params["IamRoles"] = self.iam_roles if self.maintenance_track_name: params["MaintenanceTrackName"] = self.maintenance_track_name if self.snapshot_schedule_identifier: params["SnapshotScheduleIdentifier"] = self.snapshot_schedule_identifier if self.availability_zone_relocation: params["AvailabilityZoneRelocation"] = self.availability_zone_relocation if self.aqua_configuration_status: params["AquaConfigurationStatus"] = self.aqua_configuration_status if self.default_iam_role_arn: params["DefaultIamRoleArn"] = self.default_iam_role_arn cluster = redshift_hook.create_cluster( self.cluster_identifier, self.node_type, self.master_username, self.master_user_password, params, ) if self.deferrable: self.defer( trigger=RedshiftCreateClusterTrigger( cluster_identifier=self.cluster_identifier, waiter_delay=self.poll_interval, waiter_max_attempts=self.max_attempt, aws_conn_id=self.aws_conn_id, ), method_name="execute_complete", ) if self.wait_for_completion: redshift_hook.get_conn().get_waiter("cluster_available").wait( ClusterIdentifier=self.cluster_identifier, WaiterConfig={ "Delay": self.poll_interval, "MaxAttempts": self.max_attempt, }, ) self.log.info("Created Redshift cluster %s", self.cluster_identifier) self.log.info(cluster) def execute_complete( self, context: Context, event: dict[str, Any] | None = None ) -> None: event = validate_execute_complete_event(event) if event["status"] != "success": raise AirflowException(f"Error creating cluster: {event}") class RedshiftCreateClusterSnapshotOperator(BaseOperator): """ Creates a manual snapshot of the specified cluster. The cluster must be in the available state. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftCreateClusterSnapshotOperator` :param snapshot_identifier: A unique identifier for the snapshot that you are requesting :param cluster_identifier: The cluster identifier for which you want a snapshot :param retention_period: The number of days that a manual snapshot is retained. If the value is -1, the manual snapshot is retained indefinitely. :param tags: A list of tag instances :param wait_for_completion: Whether wait for the cluster snapshot to be in ``available`` state :param poll_interval: Time (in seconds) to wait between two consecutive calls to check state :param max_attempt: The maximum number of attempts to be made to check the state :param aws_conn_id: The Airflow connection used for AWS credentials. The default connection id is ``aws_default`` :param deferrable: If True, the operator will run as a deferrable operator. """ template_fields: Sequence[str] = ( "cluster_identifier", "snapshot_identifier", ) def __init__( self, *, snapshot_identifier: str, cluster_identifier: str, retention_period: int = -1, tags: list[Any] | None = None, wait_for_completion: bool = False, poll_interval: int = 15, max_attempt: int = 20, aws_conn_id: str = "aws_default", deferrable: bool = conf.getboolean( "operators", "default_deferrable", fallback=False ), **kwargs, ): super().__init__(**kwargs) self.snapshot_identifier = snapshot_identifier self.cluster_identifier = cluster_identifier self.retention_period = retention_period self.tags = tags self.wait_for_completion = wait_for_completion self.poll_interval = poll_interval self.max_attempt = max_attempt self.deferrable = deferrable self.aws_conn_id = aws_conn_id self.redshift_hook = RedshiftHook(aws_conn_id=aws_conn_id) def execute(self, context: Context) -> Any: cluster_state = self.redshift_hook.cluster_status( cluster_identifier=self.cluster_identifier ) if cluster_state != "available": raise AirflowException( "Redshift cluster must be in available state. " f"Redshift cluster current state is {cluster_state}" ) self.redshift_hook.create_cluster_snapshot( cluster_identifier=self.cluster_identifier, snapshot_identifier=self.snapshot_identifier, retention_period=self.retention_period, tags=self.tags, ) if self.deferrable: self.defer( trigger=RedshiftCreateClusterSnapshotTrigger( cluster_identifier=self.cluster_identifier, waiter_delay=self.poll_interval, waiter_max_attempts=self.max_attempt, aws_conn_id=self.aws_conn_id, ), method_name="execute_complete", timeout=timedelta(seconds=self.max_attempt * self.poll_interval + 60), ) if self.wait_for_completion: self.redshift_hook.get_conn().get_waiter("snapshot_available").wait( ClusterIdentifier=self.cluster_identifier, WaiterConfig={ "Delay": self.poll_interval, "MaxAttempts": self.max_attempt, }, ) def execute_complete( self, context: Context, event: dict[str, Any] | None = None ) -> None: event = validate_execute_complete_event(event) if event["status"] != "success": raise AirflowException(f"Error creating snapshot: {event}") self.log.info("Cluster snapshot created.") class RedshiftDeleteClusterSnapshotOperator(BaseOperator): """ Deletes the specified manual snapshot. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftDeleteClusterSnapshotOperator` :param snapshot_identifier: A unique identifier for the snapshot that you are requesting :param cluster_identifier: The unique identifier of the cluster the snapshot was created from :param wait_for_completion: Whether wait for cluster deletion or not The default value is ``True`` :param aws_conn_id: The Airflow connection used for AWS credentials. The default connection id is ``aws_default`` :param poll_interval: Time (in seconds) to wait between two consecutive calls to check snapshot state """ template_fields: Sequence[str] = ( "cluster_identifier", "snapshot_identifier", ) def __init__( self, *, snapshot_identifier: str, cluster_identifier: str, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", poll_interval: int = 10, **kwargs, ): super().__init__(**kwargs) self.snapshot_identifier = snapshot_identifier self.cluster_identifier = cluster_identifier self.wait_for_completion = wait_for_completion self.poll_interval = poll_interval self.redshift_hook = RedshiftHook(aws_conn_id=aws_conn_id) def execute(self, context: Context) -> Any: self.redshift_hook.get_conn().delete_cluster_snapshot( SnapshotClusterIdentifier=self.cluster_identifier, SnapshotIdentifier=self.snapshot_identifier, ) if self.wait_for_completion: while self.get_status() is not None: time.sleep(self.poll_interval) def get_status(self) -> str: return self.redshift_hook.get_cluster_snapshot_status( snapshot_identifier=self.snapshot_identifier, ) class RedshiftResumeClusterOperator(BaseOperator): """ Resume a paused AWS Redshift Cluster. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftResumeClusterOperator` :param cluster_identifier: Unique identifier of the AWS Redshift cluster :param aws_conn_id: The Airflow connection used for AWS credentials. The default connection id is ``aws_default`` :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state :param max_attempts: The maximum number of attempts to check the state of the cluster. :param wait_for_completion: If True, the operator will wait for the cluster to be in the `resumed` state. Default is False. :param deferrable: If True, the operator will run as a deferrable operator. """ template_fields: Sequence[str] = ("cluster_identifier",) ui_color = "#eeaa11" ui_fgcolor = "#ffffff" def __init__( self, *, cluster_identifier: str, aws_conn_id: str = "aws_default", wait_for_completion: bool = False, deferrable: bool = conf.getboolean( "operators", "default_deferrable", fallback=False ), poll_interval: int = 10, max_attempts: int = 10, **kwargs, ): super().__init__(**kwargs) self.cluster_identifier = cluster_identifier self.aws_conn_id = aws_conn_id self.wait_for_completion = wait_for_completion self.deferrable = deferrable self.max_attempts = max_attempts self.poll_interval = poll_interval self._remaining_attempts = 10 self._attempt_interval = 15 def execute(self, context: Context): redshift_hook = RedshiftHook(aws_conn_id=self.aws_conn_id) self.log.info("Starting resume cluster") while self._remaining_attempts: try: redshift_hook.get_conn().resume_cluster( ClusterIdentifier=self.cluster_identifier ) break except ( redshift_hook.get_conn().exceptions.InvalidClusterStateFault ) as error: self._remaining_attempts -= 1 if self._remaining_attempts: self.log.error( "Unable to resume cluster. %d attempts remaining.", self._remaining_attempts, ) time.sleep(self._attempt_interval) else: raise error if self.deferrable: cluster_state = redshift_hook.cluster_status( cluster_identifier=self.cluster_identifier ) if cluster_state == "available": self.log.info("Resumed cluster successfully") elif cluster_state == "deleting": raise AirflowException( "Unable to resume cluster since cluster is currently in status: %s", cluster_state, ) else: self.defer( trigger=RedshiftResumeClusterTrigger( cluster_identifier=self.cluster_identifier, waiter_delay=self.poll_interval, waiter_max_attempts=self.max_attempts, aws_conn_id=self.aws_conn_id, ), method_name="execute_complete", timeout=timedelta( seconds=self.max_attempts * self.poll_interval + 60 ), ) if self.wait_for_completion: waiter = redshift_hook.get_waiter("cluster_resumed") waiter.wait( ClusterIdentifier=self.cluster_identifier, WaiterConfig={ "Delay": self.poll_interval, "MaxAttempts": self.max_attempts, }, ) def execute_complete( self, context: Context, event: dict[str, Any] | None = None ) -> None: event = validate_execute_complete_event(event) if event["status"] != "success": raise AirflowException(f"Error resuming cluster: {event}") self.log.info("Resumed cluster successfully") class RedshiftPauseClusterOperator(BaseOperator): """ Pause an AWS Redshift Cluster if it has status `available`. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftPauseClusterOperator` :param cluster_identifier: id of the AWS Redshift Cluster :param aws_conn_id: aws connection to use :param deferrable: Run operator in the deferrable mode :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state :param max_attempts: Maximum number of attempts to poll the cluster """ template_fields: Sequence[str] = ("cluster_identifier",) ui_color = "#eeaa11" ui_fgcolor = "#ffffff" def __init__( self, *, cluster_identifier: str, aws_conn_id: str = "aws_default", deferrable: bool = conf.getboolean( "operators", "default_deferrable", fallback=False ), poll_interval: int = 10, max_attempts: int = 15, **kwargs, ): super().__init__(**kwargs) self.cluster_identifier = cluster_identifier self.aws_conn_id = aws_conn_id self.deferrable = deferrable self.max_attempts = max_attempts self.poll_interval = poll_interval self._remaining_attempts = 10 self._attempt_interval = 15 def execute(self, context: Context): redshift_hook = RedshiftHook(aws_conn_id=self.aws_conn_id) while self._remaining_attempts: try: redshift_hook.get_conn().pause_cluster( ClusterIdentifier=self.cluster_identifier ) break except ( redshift_hook.get_conn().exceptions.InvalidClusterStateFault ) as error: self._remaining_attempts -= 1 if self._remaining_attempts: self.log.error( "Unable to pause cluster. %d attempts remaining.", self._remaining_attempts, ) time.sleep(self._attempt_interval) else: raise error if self.deferrable: cluster_state = redshift_hook.cluster_status( cluster_identifier=self.cluster_identifier ) if cluster_state == "paused": self.log.info("Paused cluster successfully") elif cluster_state == "deleting": raise AirflowException( f"Unable to pause cluster since cluster is currently in status: {cluster_state}" ) else: self.defer( trigger=RedshiftPauseClusterTrigger( cluster_identifier=self.cluster_identifier, waiter_delay=self.poll_interval, waiter_max_attempts=self.max_attempts, aws_conn_id=self.aws_conn_id, ), method_name="execute_complete", timeout=timedelta( seconds=self.max_attempts * self.poll_interval + 60 ), ) def execute_complete( self, context: Context, event: dict[str, Any] | None = None ) -> None: event = validate_execute_complete_event(event) if event["status"] != "success": raise AirflowException(f"Error pausing cluster: {event}") self.log.info("Paused cluster successfully") class RedshiftDeleteClusterOperator(BaseOperator): """ Delete an AWS Redshift cluster. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftDeleteClusterOperator` :param cluster_identifier: unique identifier of a cluster :param skip_final_cluster_snapshot: determines cluster snapshot creation :param final_cluster_snapshot_identifier: name of final cluster snapshot :param wait_for_completion: Whether wait for cluster deletion or not The default value is ``True`` :param aws_conn_id: aws connection to use :param poll_interval: Time (in seconds) to wait between two consecutive calls to check cluster state :param deferrable: Run operator in the deferrable mode. :param max_attempts: (Deferrable mode only) The maximum number of attempts to be made """ template_fields: Sequence[str] = ("cluster_identifier",) ui_color = "#eeaa11" ui_fgcolor = "#ffffff" def __init__( self, *, cluster_identifier: str, skip_final_cluster_snapshot: bool = True, final_cluster_snapshot_identifier: str | None = None, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", poll_interval: int = 30, deferrable: bool = conf.getboolean( "operators", "default_deferrable", fallback=False ), max_attempts: int = 30, **kwargs, ): super().__init__(**kwargs) self.cluster_identifier = cluster_identifier self.skip_final_cluster_snapshot = skip_final_cluster_snapshot self.final_cluster_snapshot_identifier = final_cluster_snapshot_identifier self.wait_for_completion = wait_for_completion self.poll_interval = poll_interval self._attempts = 10 self._attempt_interval = 15 self.redshift_hook = RedshiftHook(aws_conn_id=aws_conn_id) self.aws_conn_id = aws_conn_id self.deferrable = deferrable self.max_attempts = max_attempts def execute(self, context: Context): while self._attempts: try: self.redshift_hook.delete_cluster( cluster_identifier=self.cluster_identifier, skip_final_cluster_snapshot=self.skip_final_cluster_snapshot, final_cluster_snapshot_identifier=self.final_cluster_snapshot_identifier, ) break except self.redshift_hook.get_conn().exceptions.InvalidClusterStateFault: self._attempts -= 1 if self._attempts: self.log.error( "Unable to delete cluster. %d attempts remaining.", self._attempts, ) time.sleep(self._attempt_interval) else: raise if self.deferrable: cluster_state = self.redshift_hook.cluster_status( cluster_identifier=self.cluster_identifier ) if cluster_state == "cluster_not_found": self.log.info("Cluster deleted successfully") elif cluster_state in ("creating", "modifying"): raise AirflowException( f"Unable to delete cluster since cluster is currently in status: {cluster_state}" ) else: self.defer( timeout=timedelta( seconds=self.max_attempts * self.poll_interval + 60 ), trigger=RedshiftDeleteClusterTrigger( cluster_identifier=self.cluster_identifier, waiter_delay=self.poll_interval, waiter_max_attempts=self.max_attempts, aws_conn_id=self.aws_conn_id, ), method_name="execute_complete", ) elif self.wait_for_completion: waiter = self.redshift_hook.get_conn().get_waiter("cluster_deleted") waiter.wait( ClusterIdentifier=self.cluster_identifier, WaiterConfig={ "Delay": self.poll_interval, "MaxAttempts": self.max_attempts, }, ) def execute_complete( self, context: Context, event: dict[str, Any] | None = None ) -> None: event = validate_execute_complete_event(event) if event["status"] != "success": raise AirflowException(f"Error deleting cluster: {event}") self.log.info("Cluster deleted successfully")
data/apache_airflow_providers_amazon-8.18.0/airflow/providers/amazon/aws/operators/redshift_cluster.py
13,322
9,049
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LOAD_CONST 0 LOAD_CONST ('Any', 'AsyncIterable', 'Callable', 'Dict', 'Optional', 'TypeVar', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM AsyncIterable STORE_NAME AsyncIterable IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncItemPaged', 'AsyncList') IMPORT_NAME azure.core.async_paging IMPORT_FROM AsyncItemPaged STORE_NAME AsyncItemPaged IMPORT_FROM AsyncList STORE_NAME AsyncList POP_TOP LOAD_CONST 0 LOAD_CONST ('ClientAuthenticationError', 'HttpResponseError', 'ResourceExistsError', 'ResourceNotFoundError', 'map_error') IMPORT_NAME azure.core.exceptions IMPORT_FROM ClientAuthenticationError STORE_NAME ClientAuthenticationError IMPORT_FROM HttpResponseError STORE_NAME HttpResponseError IMPORT_FROM ResourceExistsError STORE_NAME ResourceExistsError IMPORT_FROM ResourceNotFoundError STORE_NAME ResourceNotFoundError IMPORT_FROM map_error STORE_NAME map_error POP_TOP LOAD_CONST 0 LOAD_CONST ('PipelineResponse',) IMPORT_NAME azure.core.pipeline IMPORT_FROM PipelineResponse STORE_NAME PipelineResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncHttpResponse',) IMPORT_NAME azure.core.pipeline.transport IMPORT_FROM AsyncHttpResponse STORE_NAME AsyncHttpResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncLROPoller', 'AsyncNoPolling', 'AsyncPollingMethod') IMPORT_NAME azure.core.polling IMPORT_FROM AsyncLROPoller STORE_NAME AsyncLROPoller IMPORT_FROM AsyncNoPolling STORE_NAME AsyncNoPolling IMPORT_FROM AsyncPollingMethod STORE_NAME AsyncPollingMethod POP_TOP LOAD_CONST 0 LOAD_CONST ('HttpRequest',) IMPORT_NAME azure.core.rest IMPORT_FROM HttpRequest STORE_NAME HttpRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace',) IMPORT_NAME azure.core.tracing.decorator IMPORT_FROM distributed_trace STORE_NAME distributed_trace POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace_async',) IMPORT_NAME azure.core.tracing.decorator_async IMPORT_FROM distributed_trace_async STORE_NAME distributed_trace_async POP_TOP LOAD_CONST 0 LOAD_CONST ('ARMErrorFormat',) IMPORT_NAME azure.mgmt.core.exceptions IMPORT_FROM ARMErrorFormat STORE_NAME ARMErrorFormat POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncARMPolling',) IMPORT_NAME azure.mgmt.core.polling.async_arm_polling IMPORT_FROM AsyncARMPolling STORE_NAME AsyncARMPolling POP_TOP LOAD_CONST 3 LOAD_CONST ('models',) IMPORT_NAME IMPORT_FROM models STORE_NAME _models POP_TOP LOAD_CONST 3 LOAD_CONST ('_convert_request',) IMPORT_NAME _vendor IMPORT_FROM _convert_request STORE_NAME _convert_request POP_TOP LOAD_CONST 3 LOAD_CONST ('build_create_or_update_request_initial', 'build_delete_request_initial', 'build_get_request', 'build_list_by_subscription_request', 'build_list_request', 'build_remove_regions_request_initial', 'build_update_request') IMPORT_NAME operations._registries_operations IMPORT_FROM build_create_or_update_request_initial STORE_NAME build_create_or_update_request_initial IMPORT_FROM build_delete_request_initial STORE_NAME build_delete_request_initial IMPORT_FROM build_get_request STORE_NAME build_get_request IMPORT_FROM build_list_by_subscription_request STORE_NAME build_list_by_subscription_request IMPORT_FROM build_list_request STORE_NAME build_list_request IMPORT_FROM build_remove_regions_request_initial STORE_NAME build_remove_regions_request_initial IMPORT_FROM build_update_request STORE_NAME build_update_request POP_TOP LOAD_NAME TypeVar LOAD_CONST 'T' CALL_FUNCTION STORE_NAME T LOAD_NAME Optional LOAD_NAME Callable LOAD_NAME PipelineResponse LOAD_NAME HttpRequest LOAD_NAME AsyncHttpResponse BUILD_TUPLE BINARY_SUBSCR LOAD_NAME T LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR STORE_NAME ClsType LOAD_BUILD_CLASS LOAD_CONST <code object RegistriesOperations at 0x7f8aa4c204b0, file "f.py", line 38> LOAD_CONST 'RegistriesOperations' MAKE_FUNCTION LOAD_CONST 'RegistriesOperations' CALL_FUNCTION STORE_NAME RegistriesOperations LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RegistriesOperations' STORE_NAME __qualname__ LOAD_CONST 'RegistriesOperations async operations.\n\n You should not instantiate this class directly. Instead, you should create a Client instance that\n instantiates it for you and attaches it as an attribute.\n\n :ivar models: Alias to model classes used in this operation group.\n :type models: ~azure.mgmt.machinelearningservices.models\n :param client: Client for service requests.\n :param config: Configuration of service client.\n :param serializer: An object model serializer.\n :param deserializer: An object model deserializer.\n ' STORE_NAME __doc__ LOAD_NAME _models STORE_NAME models LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8ab7617c00, file "f.py", line 54> LOAD_CONST 'RegistriesOperations.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME distributed_trace LOAD_NAME Any LOAD_NAME AsyncIterable LOAD_CONST '_models.RegistryTrackedResourceArmPaginatedResult' BINARY_SUBSCR LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_by_subscription at 0x7f8ab7617ae0, file "f.py", line 60> LOAD_CONST 'RegistriesOperations.list_by_subscription' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_by_subscription LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/registries' BUILD_MAP LOAD_NAME list_by_subscription STORE_ATTR metadata LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME Any LOAD_NAME AsyncIterable LOAD_CONST '_models.RegistryTrackedResourceArmPaginatedResult' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list at 0x7f8ab76176f0, file "f.py", line 146> LOAD_CONST 'RegistriesOperations.list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries' BUILD_MAP LOAD_NAME list STORE_ATTR metadata LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_CONST None LOAD_CONST ('resource_group_name', 'registry_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _delete_initial at 0x7f8ab68a5b70, file "f.py", line 236> LOAD_CONST 'RegistriesOperations._delete_initial' MAKE_FUNCTION STORE_NAME _delete_initial LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME _delete_initial STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST None BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'registry_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_delete at 0x7f8ab68a5540, file "f.py", line 289> LOAD_CONST 'RegistriesOperations.begin_delete' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_delete LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME begin_delete STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_CONST '_models.Registry' LOAD_CONST ('resource_group_name', 'registry_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7f8ab77c3930, file "f.py", line 353> LOAD_CONST 'RegistriesOperations.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME get STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_CONST '_models.PartialRegistryPartialTrackedResource' LOAD_NAME Any LOAD_CONST '_models.Registry' LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update at 0x7f8ab77c3c00, file "f.py", line 417> LOAD_CONST 'RegistriesOperations.update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME update STORE_ATTR metadata LOAD_NAME str LOAD_NAME str LOAD_CONST '_models.Registry' LOAD_NAME Any LOAD_CONST '_models.Registry' LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _create_or_update_initial at 0x7f8ab77c3d20, file "f.py", line 494> LOAD_CONST 'RegistriesOperations._create_or_update_initial' MAKE_FUNCTION STORE_NAME _create_or_update_initial LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME _create_or_update_initial STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_CONST '_models.Registry' LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST '_models.Registry' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_create_or_update at 0x7f8ab77c3f60, file "f.py", line 554> LOAD_CONST 'RegistriesOperations.begin_create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_create_or_update LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}' BUILD_MAP LOAD_NAME begin_create_or_update STORE_ATTR metadata LOAD_NAME str LOAD_NAME str LOAD_CONST '_models.Registry' LOAD_NAME Any LOAD_NAME Optional LOAD_CONST '_models.Registry' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _remove_regions_initial at 0x7f8ab79854b0, file "f.py", line 635> LOAD_CONST 'RegistriesOperations._remove_regions_initial' MAKE_FUNCTION STORE_NAME _remove_regions_initial LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}/removeRegions' BUILD_MAP LOAD_NAME _remove_regions_initial STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_CONST '_models.Registry' LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST '_models.Registry' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_remove_regions at 0x7f8ab7985db0, file "f.py", line 705> LOAD_CONST 'RegistriesOperations.begin_remove_regions' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_remove_regions LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}/removeRegions' BUILD_MAP LOAD_NAME begin_remove_regions STORE_ATTR metadata LOAD_CONST None RETURN_VALUE LOAD_FAST client LOAD_FAST self STORE_ATTR _client LOAD_FAST serializer LOAD_FAST self STORE_ATTR _serialize LOAD_FAST deserializer LOAD_FAST self STORE_ATTR _deserialize LOAD_FAST config LOAD_FAST self STORE_ATTR _config LOAD_CONST None RETURN_VALUE LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_DEREF api_version LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_DEREF error_map LOAD_DEREF error_map LOAD_METHOD update LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST (None,) LOAD_CLOSURE api_version LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object prepare_request at 0x7f8ab7617b70, file "f.py", line 87> LOAD_CONST 'RegistriesOperations.list_by_subscription.<locals>.prepare_request' MAKE_FUNCTION STORE_DEREF prepare_request LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object extract_data at 0x7f8ab76175d0, file "f.py", line 108> LOAD_CONST 'RegistriesOperations.list_by_subscription.<locals>.extract_data' MAKE_FUNCTION STORE_FAST extract_data LOAD_CONST (None,) LOAD_CLOSURE error_map LOAD_CLOSURE kwargs LOAD_CLOSURE prepare_request LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_next at 0x7f8ab7617300, file "f.py", line 117> LOAD_CONST 'RegistriesOperations.list_by_subscription.<locals>.get_next' MAKE_FUNCTION STORE_FAST get_next LOAD_GLOBAL AsyncItemPaged LOAD_FAST get_next LOAD_FAST extract_data CALL_FUNCTION RETURN_VALUE LOAD_FAST next_link POP_JUMP_IF_TRUE LOAD_GLOBAL build_list_by_subscription_request LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF api_version LOAD_DEREF self LOAD_ATTR list_by_subscription LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url JUMP_FORWARD to 104 LOAD_GLOBAL build_list_by_subscription_request LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF api_version LOAD_FAST next_link LOAD_CONST ('subscription_id', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST 'GET' LOAD_FAST request STORE_ATTR method LOAD_FAST request RETURN_VALUE LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'RegistryTrackedResourceArmPaginatedResult' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST deserialized LOAD_ATTR value STORE_FAST list_of_elem LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST list_of_elem CALL_FUNCTION STORE_FAST list_of_elem LOAD_FAST deserialized LOAD_ATTR next_link JUMP_IF_TRUE_OR_POP LOAD_CONST None LOAD_GLOBAL AsyncList LOAD_FAST list_of_elem CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_DEREF prepare_request LOAD_FAST next_link CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_DEREF kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_DEREF error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_response RETURN_VALUE LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_DEREF api_version LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_DEREF error_map LOAD_DEREF error_map LOAD_METHOD update LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST (None,) LOAD_CLOSURE api_version LOAD_CLOSURE resource_group_name LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object prepare_request at 0x7f8ab7617150, file "f.py", line 175> LOAD_CONST 'RegistriesOperations.list.<locals>.prepare_request' MAKE_FUNCTION STORE_DEREF prepare_request LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object extract_data at 0x7f8ab7617780, file "f.py", line 198> LOAD_CONST 'RegistriesOperations.list.<locals>.extract_data' MAKE_FUNCTION STORE_FAST extract_data LOAD_CONST (None,) LOAD_CLOSURE error_map LOAD_CLOSURE kwargs LOAD_CLOSURE prepare_request LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_next at 0x7f8ab76178a0, file "f.py", line 207> LOAD_CONST 'RegistriesOperations.list.<locals>.get_next' MAKE_FUNCTION STORE_FAST get_next LOAD_GLOBAL AsyncItemPaged LOAD_FAST get_next LOAD_FAST extract_data CALL_FUNCTION RETURN_VALUE LOAD_FAST next_link POP_JUMP_IF_TRUE LOAD_GLOBAL build_list_request LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF resource_group_name LOAD_DEREF api_version LOAD_DEREF self LOAD_ATTR list LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url JUMP_FORWARD to 108 LOAD_GLOBAL build_list_request LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF resource_group_name LOAD_DEREF api_version LOAD_FAST next_link LOAD_CONST ('subscription_id', 'resource_group_name', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST 'GET' LOAD_FAST request STORE_ATTR method LOAD_FAST request RETURN_VALUE LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'RegistryTrackedResourceArmPaginatedResult' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST deserialized LOAD_ATTR value STORE_FAST list_of_elem LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST list_of_elem CALL_FUNCTION STORE_FAST list_of_elem LOAD_FAST deserialized LOAD_ATTR next_link JUMP_IF_TRUE_OR_POP LOAD_CONST None LOAD_GLOBAL AsyncList LOAD_FAST list_of_elem CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_DEREF prepare_request LOAD_FAST next_link CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_DEREF kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_DEREF error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_response RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_GLOBAL build_delete_request_initial LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_FAST self LOAD_ATTR _delete_initial LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'registry_name', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 202, 204) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'error_format') CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST response_headers LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 202 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'duration' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'x-ms-async-operation-timeout' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'x-ms-async-operation-timeout' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'str' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Location' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Location' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'int' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Retry-After' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Retry-After' STORE_SUBSCR LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_CONST None LOAD_FAST response_headers CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling' LOAD_CONST True CALL_METHOD STORE_FAST polling LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling_interval' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR polling_interval CALL_METHOD STORE_FAST lro_delay LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'continuation_token' LOAD_CONST None CALL_METHOD STORE_FAST cont_token LOAD_FAST cont_token LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _delete_initial BUILD_TUPLE LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_CONST <code object <lambda> at 0x7f8ab68a5e40, file "f.py", line 323> LOAD_CONST 'RegistriesOperations.begin_delete.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('resource_group_name', 'registry_name', 'api_version', 'cls') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST raw_result LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object get_long_running_output at 0x7f8ab68a5d20, file "f.py", line 328> LOAD_CONST 'RegistriesOperations.begin_delete.<locals>.get_long_running_output' MAKE_FUNCTION STORE_FAST get_long_running_output LOAD_FAST polling LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncARMPolling LOAD_FAST lro_delay BUILD_TUPLE LOAD_CONST 'lro_options' LOAD_CONST 'final-state-via' LOAD_CONST 'location' BUILD_MAP BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 186 LOAD_FAST polling LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncNoPolling CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 186 LOAD_FAST polling STORE_FAST polling_method LOAD_FAST cont_token POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncLROPoller LOAD_ATTR from_continuation_token LOAD_FAST polling_method LOAD_FAST cont_token LOAD_FAST self LOAD_ATTR _client LOAD_FAST get_long_running_output LOAD_CONST ('polling_method', 'continuation_token', 'client', 'deserialization_callback') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL AsyncLROPoller LOAD_FAST self LOAD_ATTR _client LOAD_FAST raw_result LOAD_FAST get_long_running_output LOAD_FAST polling_method CALL_FUNCTION RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST pipeline_response LOAD_CONST None BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_GLOBAL build_get_request LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_FAST self LOAD_ATTR get LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'registry_name', 'api_version', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST content_type LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST body LOAD_CONST 'PartialRegistryPartialTrackedResource' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_update_request LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST self LOAD_ATTR update LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'registry_name', 'api_version', 'content_type', 'json', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST content_type LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST body LOAD_CONST 'Registry' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_create_or_update_request_initial LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST self LOAD_ATTR _create_or_update_initial LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'registry_name', 'api_version', 'content_type', 'json', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 201) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 200 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 201 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling' LOAD_CONST True CALL_METHOD STORE_FAST polling LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling_interval' LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR polling_interval CALL_METHOD STORE_FAST lro_delay LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'continuation_token' LOAD_CONST None CALL_METHOD STORE_FAST cont_token LOAD_FAST cont_token LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _create_or_update_initial BUILD_TUPLE LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST body LOAD_FAST api_version LOAD_FAST content_type LOAD_CONST <code object <lambda> at 0x7f8ab77c3db0, file "f.py", line 600> LOAD_CONST 'RegistriesOperations.begin_create_or_update.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'api_version', 'content_type', 'cls') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST raw_result LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_long_running_output at 0x7f8ab77c3b70, file "f.py", line 605> LOAD_CONST 'RegistriesOperations.begin_create_or_update.<locals>.get_long_running_output' MAKE_FUNCTION STORE_FAST get_long_running_output LOAD_FAST polling LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncARMPolling LOAD_FAST lro_delay BUILD_TUPLE LOAD_CONST 'lro_options' LOAD_CONST 'final-state-via' LOAD_CONST 'azure-async-operation' BUILD_MAP BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 204 LOAD_FAST polling LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncNoPolling CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 204 LOAD_FAST polling STORE_FAST polling_method LOAD_FAST cont_token POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncLROPoller LOAD_ATTR from_continuation_token LOAD_FAST polling_method LOAD_FAST cont_token LOAD_DEREF self LOAD_ATTR _client LOAD_FAST get_long_running_output LOAD_CONST ('polling_method', 'continuation_token', 'client', 'deserialization_callback') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL AsyncLROPoller LOAD_DEREF self LOAD_ATTR _client LOAD_FAST raw_result LOAD_FAST get_long_running_output LOAD_FAST polling_method CALL_FUNCTION RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_CONST (401, 404, 409) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST content_type LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST body LOAD_CONST 'Registry' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_remove_regions_request_initial LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST self LOAD_ATTR _remove_regions_initial LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_CONST ('subscription_id', 'resource_group_name', 'registry_name', 'api_version', 'content_type', 'json', 'template_url') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_CONST False BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 202) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_CONST None STORE_FAST deserialized BUILD_MAP STORE_FAST response_headers LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 200 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 202 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'duration' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'x-ms-async-operation-timeout' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'x-ms-async-operation-timeout' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'str' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Location' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Location' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'int' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Retry-After' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Retry-After' STORE_SUBSCR LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized LOAD_FAST response_headers CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_CONST '2023-04-01' CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling' LOAD_CONST True CALL_METHOD STORE_FAST polling LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling_interval' LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR polling_interval CALL_METHOD STORE_FAST lro_delay LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'continuation_token' LOAD_CONST None CALL_METHOD STORE_FAST cont_token LOAD_FAST cont_token LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _remove_regions_initial BUILD_TUPLE LOAD_FAST resource_group_name LOAD_FAST registry_name LOAD_FAST body LOAD_FAST api_version LOAD_FAST content_type LOAD_CONST <code object <lambda> at 0x7f8ab7985300, file "f.py", line 751> LOAD_CONST 'RegistriesOperations.begin_remove_regions.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('resource_group_name', 'registry_name', 'body', 'api_version', 'content_type', 'cls') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST raw_result LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_long_running_output at 0x7f8ab79858a0, file "f.py", line 756> LOAD_CONST 'RegistriesOperations.begin_remove_regions.<locals>.get_long_running_output' MAKE_FUNCTION STORE_FAST get_long_running_output LOAD_FAST polling LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncARMPolling LOAD_FAST lro_delay BUILD_TUPLE LOAD_CONST 'lro_options' LOAD_CONST 'final-state-via' LOAD_CONST 'location' BUILD_MAP BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 204 LOAD_FAST polling LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncNoPolling CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 204 LOAD_FAST polling STORE_FAST polling_method LOAD_FAST cont_token POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncLROPoller LOAD_ATTR from_continuation_token LOAD_FAST polling_method LOAD_FAST cont_token LOAD_DEREF self LOAD_ATTR _client LOAD_FAST get_long_running_output LOAD_CONST ('polling_method', 'continuation_token', 'client', 'deserialization_callback') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL AsyncLROPoller LOAD_DEREF self LOAD_ATTR _client LOAD_FAST raw_result LOAD_FAST get_long_running_output LOAD_FAST polling_method CALL_FUNCTION RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'Registry' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE
from typing import Any, AsyncIterable, Callable, Dict, Optional, TypeVar, Union from azure.core.async_paging import AsyncItemPaged, AsyncList from azure.core.exceptions import ( ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error, ) from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import AsyncHttpResponse from azure.core.polling import AsyncLROPoller, AsyncNoPolling, AsyncPollingMethod from azure.core.rest import HttpRequest from azure.core.tracing.decorator import distributed_trace from azure.core.tracing.decorator_async import distributed_trace_async from azure.mgmt.core.exceptions import ARMErrorFormat from azure.mgmt.core.polling.async_arm_polling import AsyncARMPolling from ... import models as _models from ..._vendor import _convert_request from ...operations._registries_operations import ( build_create_or_update_request_initial, build_delete_request_initial, build_get_request, build_list_by_subscription_request, build_list_request, build_remove_regions_request_initial, build_update_request, ) T = TypeVar("T") ClsType = Optional[ Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any] ] class RegistriesOperations: """RegistriesOperations async operations. You should not instantiate this class directly. Instead, you should create a Client instance that instantiates it for you and attaches it as an attribute. :ivar models: Alias to model classes used in this operation group. :type models: ~azure.mgmt.machinelearningservices.models :param client: Client for service requests. :param config: Configuration of service client. :param serializer: An object model serializer. :param deserializer: An object model deserializer. """ models = _models def __init__(self, client, config, serializer, deserializer) -> None: self._client = client self._serialize = serializer self._deserialize = deserializer self._config = config @distributed_trace def list_by_subscription( self, **kwargs: Any ) -> AsyncIterable["_models.RegistryTrackedResourceArmPaginatedResult"]: """List registries by subscription. List registries by subscription. :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either RegistryTrackedResourceArmPaginatedResult or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~azure.mgmt.machinelearningservices.models.RegistryTrackedResourceArmPaginatedResult] :raises: ~azure.core.exceptions.HttpResponseError """ api_version = kwargs.pop("api_version", "2023-04-01") # type: str cls = kwargs.pop( "cls", None ) # type: ClsType["_models.RegistryTrackedResourceArmPaginatedResult"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) def prepare_request(next_link=None): if not next_link: request = build_list_by_subscription_request( subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.list_by_subscription.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) else: request = build_list_by_subscription_request( subscription_id=self._config.subscription_id, api_version=api_version, template_url=next_link, ) request = _convert_request(request) request.url = self._client.format_url(request.url) request.method = "GET" return request async def extract_data(pipeline_response): deserialized = self._deserialize( "RegistryTrackedResourceArmPaginatedResult", pipeline_response ) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map, ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) return pipeline_response return AsyncItemPaged(get_next, extract_data) list_by_subscription.metadata = {"url": "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/registries"} # type: ignore @distributed_trace def list( self, resource_group_name: str, **kwargs: Any ) -> AsyncIterable["_models.RegistryTrackedResourceArmPaginatedResult"]: """List registries. List registries. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either RegistryTrackedResourceArmPaginatedResult or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~azure.mgmt.machinelearningservices.models.RegistryTrackedResourceArmPaginatedResult] :raises: ~azure.core.exceptions.HttpResponseError """ api_version = kwargs.pop("api_version", "2023-04-01") # type: str cls = kwargs.pop( "cls", None ) # type: ClsType["_models.RegistryTrackedResourceArmPaginatedResult"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) def prepare_request(next_link=None): if not next_link: request = build_list_request( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, api_version=api_version, template_url=self.list.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) else: request = build_list_request( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, api_version=api_version, template_url=next_link, ) request = _convert_request(request) request.url = self._client.format_url(request.url) request.method = "GET" return request async def extract_data(pipeline_response): deserialized = self._deserialize( "RegistryTrackedResourceArmPaginatedResult", pipeline_response ) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map, ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) return pipeline_response return AsyncItemPaged(get_next, extract_data) list.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries"} # type: ignore async def _delete_initial( # pylint: disable=inconsistent-return-statements self, resource_group_name: str, registry_name: str, **kwargs: Any ) -> None: cls = kwargs.pop("cls", None) # type: ClsType[None] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) api_version = kwargs.pop("api_version", "2023-04-01") # type: str request = build_delete_request_initial( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, template_url=self._delete_initial.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 202, 204]: map_error( status_code=response.status_code, response=response, error_map=error_map ) raise HttpResponseError(response=response, error_format=ARMErrorFormat) response_headers = {} if response.status_code == 202: response_headers["x-ms-async-operation-timeout"] = self._deserialize( "duration", response.headers.get("x-ms-async-operation-timeout") ) response_headers["Location"] = self._deserialize( "str", response.headers.get("Location") ) response_headers["Retry-After"] = self._deserialize( "int", response.headers.get("Retry-After") ) if cls: return cls(pipeline_response, None, response_headers) _delete_initial.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore @distributed_trace_async async def begin_delete( # pylint: disable=inconsistent-return-statements self, resource_group_name: str, registry_name: str, **kwargs: Any ) -> AsyncLROPoller[None]: """Delete registry. Delete registry. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :param registry_name: Name of Azure Machine Learning registry. This is case-insensitive. :type registry_name: str :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either None or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[None] :raises: ~azure.core.exceptions.HttpResponseError """ api_version = kwargs.pop("api_version", "2023-04-01") # type: str polling = kwargs.pop("polling", True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop("cls", None) # type: ClsType[None] lro_delay = kwargs.pop("polling_interval", self._config.polling_interval) cont_token = kwargs.pop("continuation_token", None) # type: Optional[str] if cont_token is None: raw_result = await self._delete_initial( resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, cls=lambda x, y, z: x, **kwargs ) kwargs.pop("error_map", None) def get_long_running_output(pipeline_response): if cls: return cls(pipeline_response, None, {}) if polling is True: polling_method = AsyncARMPolling( lro_delay, lro_options={"final-state-via": "location"}, **kwargs ) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output, ) return AsyncLROPoller( self._client, raw_result, get_long_running_output, polling_method ) begin_delete.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore @distributed_trace_async async def get( self, resource_group_name: str, registry_name: str, **kwargs: Any ) -> "_models.Registry": """Get registry. Get registry. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :param registry_name: Name of Azure Machine Learning registry. This is case-insensitive. :type registry_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: Registry, or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.Registry :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop("cls", None) # type: ClsType["_models.Registry"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) api_version = kwargs.pop("api_version", "2023-04-01") # type: str request = build_get_request( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, template_url=self.get.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("Registry", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized get.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore @distributed_trace_async async def update( self, resource_group_name: str, registry_name: str, body: "_models.PartialRegistryPartialTrackedResource", **kwargs: Any ) -> "_models.Registry": """Update tags. Update tags. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :param registry_name: Name of Azure Machine Learning registry. This is case-insensitive. :type registry_name: str :param body: Details required to create the registry. :type body: ~azure.mgmt.machinelearningservices.models.PartialRegistryPartialTrackedResource :keyword callable cls: A custom type or function that will be passed the direct response :return: Registry, or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.Registry :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop("cls", None) # type: ClsType["_models.Registry"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) api_version = kwargs.pop("api_version", "2023-04-01") # type: str content_type = kwargs.pop( "content_type", "application/json" ) # type: Optional[str] _json = self._serialize.body(body, "PartialRegistryPartialTrackedResource") request = build_update_request( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, content_type=content_type, json=_json, template_url=self.update.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("Registry", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized update.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore async def _create_or_update_initial( self, resource_group_name: str, registry_name: str, body: "_models.Registry", **kwargs: Any ) -> "_models.Registry": cls = kwargs.pop("cls", None) # type: ClsType["_models.Registry"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) api_version = kwargs.pop("api_version", "2023-04-01") # type: str content_type = kwargs.pop( "content_type", "application/json" ) # type: Optional[str] _json = self._serialize.body(body, "Registry") request = build_create_or_update_request_initial( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, content_type=content_type, json=_json, template_url=self._create_or_update_initial.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 201]: map_error( status_code=response.status_code, response=response, error_map=error_map ) raise HttpResponseError(response=response, error_format=ARMErrorFormat) if response.status_code == 200: deserialized = self._deserialize("Registry", pipeline_response) if response.status_code == 201: deserialized = self._deserialize("Registry", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized _create_or_update_initial.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore @distributed_trace_async async def begin_create_or_update( self, resource_group_name: str, registry_name: str, body: "_models.Registry", **kwargs: Any ) -> AsyncLROPoller["_models.Registry"]: """Create or update registry. Create or update registry. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :param registry_name: Name of Azure Machine Learning registry. This is case-insensitive. :type registry_name: str :param body: Details required to create the registry. :type body: ~azure.mgmt.machinelearningservices.models.Registry :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either Registry or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[~azure.mgmt.machinelearningservices.models.Registry] :raises: ~azure.core.exceptions.HttpResponseError """ api_version = kwargs.pop("api_version", "2023-04-01") # type: str content_type = kwargs.pop( "content_type", "application/json" ) # type: Optional[str] polling = kwargs.pop("polling", True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop("cls", None) # type: ClsType["_models.Registry"] lro_delay = kwargs.pop("polling_interval", self._config.polling_interval) cont_token = kwargs.pop("continuation_token", None) # type: Optional[str] if cont_token is None: raw_result = await self._create_or_update_initial( resource_group_name=resource_group_name, registry_name=registry_name, body=body, api_version=api_version, content_type=content_type, cls=lambda x, y, z: x, **kwargs ) kwargs.pop("error_map", None) def get_long_running_output(pipeline_response): response = pipeline_response.http_response deserialized = self._deserialize("Registry", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized if polling is True: polling_method = AsyncARMPolling( lro_delay, lro_options={"final-state-via": "azure-async-operation"}, **kwargs ) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output, ) return AsyncLROPoller( self._client, raw_result, get_long_running_output, polling_method ) begin_create_or_update.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}"} # type: ignore async def _remove_regions_initial( self, resource_group_name: str, registry_name: str, body: "_models.Registry", **kwargs: Any ) -> Optional["_models.Registry"]: cls = kwargs.pop("cls", None) # type: ClsType[Optional["_models.Registry"]] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, } error_map.update(kwargs.pop("error_map", {})) api_version = kwargs.pop("api_version", "2023-04-01") # type: str content_type = kwargs.pop( "content_type", "application/json" ) # type: Optional[str] _json = self._serialize.body(body, "Registry") request = build_remove_regions_request_initial( subscription_id=self._config.subscription_id, resource_group_name=resource_group_name, registry_name=registry_name, api_version=api_version, content_type=content_type, json=_json, template_url=self._remove_regions_initial.metadata["url"], ) request = _convert_request(request) request.url = self._client.format_url(request.url) pipeline_response = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=False, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 202]: map_error( status_code=response.status_code, response=response, error_map=error_map ) raise HttpResponseError(response=response, error_format=ARMErrorFormat) deserialized = None response_headers = {} if response.status_code == 200: deserialized = self._deserialize("Registry", pipeline_response) if response.status_code == 202: response_headers["x-ms-async-operation-timeout"] = self._deserialize( "duration", response.headers.get("x-ms-async-operation-timeout") ) response_headers["Location"] = self._deserialize( "str", response.headers.get("Location") ) response_headers["Retry-After"] = self._deserialize( "int", response.headers.get("Retry-After") ) if cls: return cls(pipeline_response, deserialized, response_headers) return deserialized _remove_regions_initial.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}/removeRegions"} # type: ignore @distributed_trace_async async def begin_remove_regions( self, resource_group_name: str, registry_name: str, body: "_models.Registry", **kwargs: Any ) -> AsyncLROPoller["_models.Registry"]: """Remove regions from registry. Remove regions from registry. :param resource_group_name: The name of the resource group. The name is case insensitive. :type resource_group_name: str :param registry_name: Name of Azure Machine Learning registry. This is case-insensitive. :type registry_name: str :param body: Details required to create the registry. :type body: ~azure.mgmt.machinelearningservices.models.Registry :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either Registry or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[~azure.mgmt.machinelearningservices.models.Registry] :raises: ~azure.core.exceptions.HttpResponseError """ api_version = kwargs.pop("api_version", "2023-04-01") # type: str content_type = kwargs.pop( "content_type", "application/json" ) # type: Optional[str] polling = kwargs.pop("polling", True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop("cls", None) # type: ClsType["_models.Registry"] lro_delay = kwargs.pop("polling_interval", self._config.polling_interval) cont_token = kwargs.pop("continuation_token", None) # type: Optional[str] if cont_token is None: raw_result = await self._remove_regions_initial( resource_group_name=resource_group_name, registry_name=registry_name, body=body, api_version=api_version, content_type=content_type, cls=lambda x, y, z: x, **kwargs ) kwargs.pop("error_map", None) def get_long_running_output(pipeline_response): response = pipeline_response.http_response deserialized = self._deserialize("Registry", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized if polling is True: polling_method = AsyncARMPolling( lro_delay, lro_options={"final-state-via": "location"}, **kwargs ) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output, ) return AsyncLROPoller( self._client, raw_result, get_long_running_output, polling_method ) begin_remove_regions.metadata = {"url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/registries/{registryName}/removeRegions"} # type: ignore
data/azure-ai-ml-1.13.0/azure/ai/ml/_restclient/v2023_04_01/aio/operations/_registries_operations.py
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